bump version [skip ci]

pyplot colorbar fixes (#2722 )
* pyplot colorbar fixes * pyplot colorbar fixes * pyplot: sligtly reworked colorbars * pyplot 3d color bar fixes * pyplot 3d color bar fixes
2020-05-25 15:01:42 +02:00 · 2020-05-25 15:00:56 +02:00 · 2020-05-25 10:05:33 +02:00 · 2020-05-21 12:35:16 +02:00 · 2020-05-21 12:32:25 +02:00 · 2020-05-20 15:56:25 +02:00
28 changed files with 983 additions and 1104 deletions
@@ -7,7 +7,7 @@ assignees: ''

 ---

-Please search existing issues to avoid duplicates.
+<!-- Please search existing issues to avoid duplicates. -->

 ## Details

@@ -28,5 +28,5 @@ inspectdr    |     |     |
 ### Versions

 Plots.jl version:
-Backend  version:
+Backend  version (`]st -m`):
 Output of `versioninfo()`:
@@ -1,7 +1,7 @@
 name = "Plots"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
 author = ["Tom Breloff (@tbreloff)"]
-version = "1.1.0"
+version = "1.3.3"

 [deps]
 Base64 = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
@@ -35,7 +35,7 @@ UUIDs = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
 Contour = "0.5"
 FFMPEG = "0.2, 0.3"
 FixedPointNumbers = "0.6, 0.7, 0.8"
-GR = "0.46, 0.47, 0.48"
+GR = "0.46, 0.47, 0.48, 0.49"
 GeometryTypes = "0.7, 0.8"
 JSON = "0.21"
 Measures = "0.3"
@@ -44,7 +44,7 @@ PGFPlotsX = "1.2.0"
 PlotThemes = "2"
 PlotUtils = "1"
 RecipesBase = "1"
-RecipesPipeline = "0.1.3"
+RecipesPipeline = "0.1.7"
 Reexport = "0.2"
 Requires = "0.5, 1"
 Showoff = "0.3.1"
@@ -18,7 +18,7 @@
 [![][travis-img]][travis-url]
 [![][appveyor-img]][appveyor-url]
 [![][pkgeval-img]][pkgeval-url]
-[![][gitter-img]][gitter-url]
+[![project chat](https://img.shields.io/badge/zulip-join_chat-brightgreen.svg)](https://julialang.zulipchat.com/#narrow/stream/236493-plots)
 [![][docs-img]][docs-url]
 [![Codecov](https://codecov.io/gh/JuliaPlots/Plots.jl/branch/master/graph/badge.svg)](https://codecov.io/gh/JuliaPlots/Plots.jl)

@@ -108,6 +108,7 @@ export
    gif,
    mov,
    mp4,
+    webm,
    animate,
    @animate,
    @gif,
@@ -24,6 +24,7 @@ end
 giffn() = (isijulia() ? "tmp.gif" : tempname()*".gif")
 movfn() = (isijulia() ? "tmp.mov" : tempname()*".mov")
 mp4fn() = (isijulia() ? "tmp.mp4" : tempname()*".mp4")
+webmfn() = (isijulia() ? "tmp.webm" : tempname()*".webm")

 mutable struct FrameIterator
    itr
@@ -63,6 +64,7 @@ file_extension(fn) = Base.Filesystem.splitext(fn)[2][2:end]
 gif(anim::Animation, fn = giffn(); kw...) = buildanimation(anim, fn; kw...)
 mov(anim::Animation, fn = movfn(); kw...) = buildanimation(anim, fn, false; kw...)
 mp4(anim::Animation, fn = mp4fn(); kw...) = buildanimation(anim, fn, false; kw...)
+webm(anim::Animation, fn = webmfn(); kw...) = buildanimation(anim, fn, false; kw...)

 ffmpeg_framerate(fps) = "$fps"
 ffmpeg_framerate(fps::Rational) = "$(fps.num)/$(fps.den)"
@@ -110,8 +112,8 @@ function Base.show(io::IO, ::MIME"text/html", agif::AnimatedGif)
    ext = file_extension(agif.filename)
    if ext == "gif"
        html = "<img src=\"data:image/gif;base64," * base64encode(read(agif.filename)) * "\" />"
-    elseif ext in ("mov", "mp4")
-        mimetype = ext == "mov" ? "video/quicktime" : "video/mp4"
+    elseif ext in ("mov", "mp4","webm")
+        mimetype = ext == "mov" ? "video/quicktime" : "video/$ext"
        html = "<video controls><source src=\"data:$mimetype;base64," *
               base64encode(read(agif.filename)) *
               "\" type = \"$mimetype\"></video>"
@@ -70,7 +70,7 @@ const _arg_desc = KW(
 :dpi 			  => "Number.  Dots Per Inch of output figures",
 :thickness_scaling        => "Number. Scale for the thickness of all line elements like lines, borders, axes, grid lines, ... defaults to 1.",
 :display_type             => "Symbol (`:auto`, `:gui`, or `:inline`).  When supported, `display` will either open a GUI window or plot inline.",
-:extra_kwargs 	          => "KW (Dict{Symbol,Any}).  Pass a map of extra keyword args which may be specific to a backend.",
+:extra_kwargs 	          => "Either one of (`:plot`, `:subplot`, `:series`) to specify for which element extra keyword args are collected or a KW (Dict{Symbol,Any}) to pass a map of extra keyword args which may be specific to a backend. Default: `:series`.\n Example: `pgfplotsx(); scatter(1:5, extra_kwargs=Dict(:subplot=>Dict(\"axis line shift\" => \"10pt\"))`",
 :fontfamily               => "String or Symbol.  Default font family for title, legend entries, tick labels and guides",
 :warn_on_unsupported      => "Bool. Warn on unsupported attributes, series types and marker shapes",

@@ -97,6 +97,7 @@ const _arg_desc = KW(
 :legendfontvalign         => "Symbol. Font vertical alignment of legend entries: :vcenter, :top, :bottom or :center",
 :legendfontrotation       => "Real. Font rotation of legend entries",
 :legendfontcolor          => "Color Type. Font color of legend entries",
+:legendtitle              => "String. Legend title.",
 :legendtitlefontfamily    => "String or Symbol. Font family of the legend title.",
 :legendtitlefontsize           => "Integer. Font pointsize the legend title.",
 :legendtitlefonthalign         => "Symbol. Font horizontal alignment of the legend title: :hcenter, :left, :right or :center",
@@ -104,7 +105,7 @@ const _arg_desc = KW(
 :legendtitlefontrotation       => "Real. Font rotation of the legend title",
 :legendtitlefontcolor          => "Color Type. Font color of the legend title",
 :colorbar                 => "Bool (show the colorbar?) or Symbol (colorbar position).  Symbol values: `:none`, `:best`, `:right`, `:left`, `:top`, `:bottom`, `:legend` (matches legend value) (note: only some may be supported in each backend)",
-:clims 					  => "`:auto` or NTuple{2,Number}.  Fixes the limits of the colorbar.",
+:clims 					  => "`:auto`, NTuple{2,Number}, or a function that takes series data in and returns NTuple{2,Number}.  Fixes the limits of the colorbar.",
 :legendfont               => "Font. Font of legend items.",
 :legendtitlefont          => "Font. Font of the legend title.",
 :annotations              => "(x,y,text) tuple(s).  Can be a single tuple or a list of them.  Text can be String or PlotText (created with `text(args...)`)  Add one-off text annotations at the x,y coordinates.",
@@ -281,6 +281,7 @@ const _series_defaults = KW(
                                     #     one logical series to be broken up (path and markers, for example)
    :hover              => nothing,  # text to display when hovering over the data points
    :stride             => (1,1),    # array stride for wireframe/surface, the first element is the row stride and the second is the column stride.
+    :extra_kwargs       => Dict()
 )


@@ -292,7 +293,7 @@ const _plot_defaults = KW(
    :fontfamily                  => "sans-serif",
    :size                        => (600,400),
    :pos                         => (0,0),
-    :window_title                 => "Plots.jl",
+    :window_title                => "Plots.jl",
    :show                        => false,
    :layout                      => 1,
    :link                        => :none,
@@ -304,8 +305,9 @@ const _plot_defaults = KW(
    :dpi                         => DPI,        # dots per inch for images, etc
    :thickness_scaling           => 1,
    :display_type                => :auto,
-    :extra_kwargs                => KW(),
    :warn_on_unsupported         => true,
+    :extra_plot_kwargs           => Dict(),
+    :extra_kwargs                => :series,    # directs collection of extra_kwargs
 )


@@ -354,6 +356,7 @@ const _subplot_defaults = KW(
    :colorbar_title           => "",
    :framestyle               => :axes,
    :camera                   => (30,30),
+    :extra_kwargs             => Dict()
 )

 const _axis_defaults = KW(
@@ -580,6 +583,7 @@ add_aliases(:fill_z, :fillz, :fz, :surfacecolor, :surfacecolour, :sc, :surfcolor
 add_aliases(:legend, :leg, :key)
 add_aliases(:legendtitle, :legend_title, :labeltitle, :label_title, :leg_title, :key_title)
 add_aliases(:colorbar, :cb, :cbar, :colorkey)
+add_aliases(:colorbar_title, :colorbartitle, :cb_title, :cbtitle, :cbartitle, :cbar_title, :colorkeytitle, :colorkey_title)
 add_aliases(:clims, :clim, :cbarlims, :cbar_lims, :climits, :color_limits)
 add_aliases(:smooth, :regression, :reg)
 add_aliases(:levels, :nlevels, :nlev, :levs)
@@ -656,7 +660,7 @@ function default(k::Symbol)
        return _axis_defaults_byletter[letter][key]
    end
    k == :letter && return k # for type recipe processing
-    k in _suppress_warnings || error("Unknown key: ", k)
+    return missing
 end

 function default(k::Symbol, v)
@@ -1121,26 +1125,29 @@ const _already_warned = Dict{Symbol,Set{Symbol}}()
 const _to_warn = Set{Symbol}()

 function warn_on_unsupported_args(pkg::AbstractBackend, plotattributes)
-    if !get(plotattributes, :warn_on_unsupported, _plot_defaults[:warn_on_unsupported])
-        return
-    end
    empty!(_to_warn)
    bend = backend_name(pkg)
    already_warned = get!(_already_warned, bend, Set{Symbol}())
+    extra_kwargs = Dict{Symbol,Any}()
    for k in keys(plotattributes)
        is_attr_supported(pkg, k) && continue
        k in _suppress_warnings && continue
-        if plotattributes[k] != default(k)
+        default_value = default(k)
+        if ismissing(default_value)
+            extra_kwargs[k] = pop_kw!(plotattributes, k)
+        elseif plotattributes[k] != default(k)
            k in already_warned || push!(_to_warn, k)
        end
    end

-    if !isempty(_to_warn)
+    if !isempty(_to_warn) &&
+        !get(plotattributes, :warn_on_unsupported, _plot_defaults[:warn_on_unsupported])
        for k in sort(collect(_to_warn))
            push!(already_warned, k)
            @warn("Keyword argument $k not supported with $pkg.  Choose from: $(supported_attrs(pkg))")
        end
    end
+    return extra_kwargs
 end

 # _markershape_supported(pkg::AbstractBackend, shape::Symbol) = shape in supported_markers(pkg)
@@ -576,18 +576,6 @@ end

 # -------------------------------------------------------------------------

-function pie_labels(sp::Subplot, series::Series)
-    plotattributes = series.plotattributes
-    if haskey(plotattributes,:x_discrete_indices)
-        dvals = sp.attr[:xaxis].plotattributes[:discrete_values]
-        [dvals[idx] for idx in plotattributes[:x_discrete_indices]]
-    else
-        plotattributes[:x]
-    end
-end
-
-# -------------------------------------------------------------------------
-
 # compute the line segments which should be drawn for this axis
 function axis_drawing_info(sp::Subplot)
    xaxis, yaxis = sp[:xaxis], sp[:yaxis]
@@ -190,11 +190,15 @@ function backend(sym::Symbol)
    end
 end

-const _deprecated_backends = [:qwt, :winston, :bokeh, :gadfly, :immerse, :glvisualize]
+const _deprecated_backends = [:qwt, :winston, :bokeh, :gadfly, :immerse, :glvisualize, :pgfplots]

 function warn_on_deprecated_backend(bsym::Symbol)
    if bsym in _deprecated_backends
-        @warn("Backend $bsym has been deprecated.")
+        if bsym == :pgfplots
+            @warn("Backend $bsym has been deprecated. Use pgfplotsx instead.")
+        else
+            @warn("Backend $bsym has been deprecated.")
+        end
    end
 end

@@ -341,10 +345,18 @@ const _gr_attr = merge_with_base_supported([
    :contour_labels,
 ])
 const _gr_seriestype = [
-    :path, :scatter, :straightline,
-    :heatmap, :pie, :image,
-    :contour, :path3d, :scatter3d, :surface, :wireframe, :volume,
-    :shape
+    :path,
+    :scatter,
+    :straightline,
+    :heatmap,
+    :image,
+    :contour,
+    :path3d,
+    :scatter3d,
+    :surface,
+    :wireframe,
+    :volume,
+    :shape,
 ]
 const _gr_style = [:auto, :solid, :dash, :dot, :dashdot, :dashdotdot]
 const _gr_marker = _allMarkers
@@ -408,9 +420,17 @@ const _plotly_attr = merge_with_base_supported([
  ])

 const _plotly_seriestype = [
-    :path, :scatter, :pie, :heatmap,
-    :contour, :surface, :wireframe, :path3d, :scatter3d, :shape, :scattergl,
-    :straightline
+    :path,
+    :scatter,
+    :heatmap,
+    :contour,
+    :surface,
+    :wireframe,
+    :path3d,
+    :scatter3d,
+    :shape,
+    :scattergl,
+    :straightline,
 ]
 const _plotly_style = [:auto, :solid, :dash, :dot, :dashdot]
 const _plotly_marker = [
@@ -533,12 +553,22 @@ const _pyplot_attr = merge_with_base_supported([
    :contour_labels,
  ])
 const _pyplot_seriestype = [
-        :path, :steppre, :steppost, :shape, :straightline,
-        :scatter, :hexbin, #:histogram2d, :histogram,
-        # :bar,
-        :heatmap, :pie, :image,
-        :contour, :contour3d, :path3d, :scatter3d, :surface, :wireframe
-    ]
+    :path,
+    :steppre,
+    :steppost,
+    :shape,
+    :straightline,
+    :scatter,
+    :hexbin,
+    :heatmap,
+    :image,
+    :contour,
+    :contour3d,
+    :path3d,
+    :scatter3d,
+    :surface,
+    :wireframe,
+]
 const _pyplot_style = [:auto, :solid, :dash, :dot, :dashdot]
 const _pyplot_marker = vcat(_allMarkers, :pixel)
 const _pyplot_scale = [:identity, :ln, :log2, :log10]
@@ -568,6 +598,9 @@ const _unicodeplots_style = [:auto, :solid]
 const _unicodeplots_marker = [:none, :auto, :circle]
 const _unicodeplots_scale = [:identity]

+# Additional constants
+const _canvas_type = Ref(:auto)
+
 # ------------------------------------------------------------------------------
 # hdf5

@@ -602,16 +635,43 @@ const _hdf5_attr = merge_with_base_supported([
    :colorbar_title,
  ])
 const _hdf5_seriestype = [
-        :path, :steppre, :steppost, :shape, :straightline,
-        :scatter, :hexbin, #:histogram2d, :histogram,
-        # :bar,
-        :heatmap, :pie, :image,
-        :contour, :contour3d, :path3d, :scatter3d, :surface, :wireframe
-    ]
+    :path,
+    :steppre,
+    :steppost,
+    :shape,
+    :straightline,
+    :scatter,
+    :hexbin,
+    :heatmap,
+    :image,
+    :contour,
+    :contour3d,
+    :path3d,
+    :scatter3d,
+    :surface,
+    :wireframe,
+]
 const _hdf5_style = [:auto, :solid, :dash, :dot, :dashdot]
 const _hdf5_marker = vcat(_allMarkers, :pixel)
 const _hdf5_scale = [:identity, :ln, :log2, :log10]

+# Additional constants
+#Dict has problems using "Types" as keys.  Initialize in "_initialize_backend":
+const HDF5PLOT_MAP_STR2TELEM = Dict{String, Type}()
+const HDF5PLOT_MAP_TELEM2STR = Dict{Type, String}()
+
+#Don't really like this global variable... Very hacky
+mutable struct HDF5Plot_PlotRef
+	ref::Union{Plot, Nothing}
+end
+const HDF5PLOT_PLOTREF = HDF5Plot_PlotRef(nothing)
+
+#Simple sub-structures that can just be written out using _hdf5plot_gwritefields:
+const HDF5PLOT_SIMPLESUBSTRUCT = Union{Font, BoundingBox,
+	GridLayout, RootLayout, ColorGradient, SeriesAnnotations, PlotText,
+	Shape,
+}
+
 # ------------------------------------------------------------------------------
 # inspectdr

@@ -772,6 +832,7 @@ const _pgfplotsx_seriestype = [
    :heatmap,
    :contour,
    :contour3d,
+    :quiver,
    :shape,
    :steppre,
    :stepmid,
@@ -800,3 +861,6 @@ const _pgfplotsx_marker = [
 ]
 const _pgfplotsx_scale = [:identity, :ln, :log2, :log10]
 is_marker_supported(::PGFPlotsXBackend, shape::Shape) = true
+
+# additional constants
+const _pgfplotsx_series_ids = KW()
@@ -37,33 +37,6 @@ import FixedPointNumbers: N0f8 #In core Julia
 struct HDF5PlotNative; end #Indentifies a data element that can natively be handled by HDF5
 struct HDF5CTuple; end #Identifies a "complex" tuple structure

-mutable struct HDF5Plot_PlotRef
-	ref::Union{Plot, Nothing}
-end
-
-
-#==Useful constants
-===============================================================================#
-const _hdf5_nullable{T} = Union{T, Nothing}
-const _hdf5_plotroot = "plot"
-const _hdf5_dataroot = "data" #TODO: Eventually move data to different root (easier to locate)?
-const _hdf5plot_datatypeid = "TYPE" #Attribute identifying type
-const _hdf5plot_countid = "COUNT" #Attribute for storing count
-
-#Dict has problems using "Types" as keys.  Initialize in "_initialize_backend":
-const HDF5PLOT_MAP_STR2TELEM = Dict{String, Type}()
-const HDF5PLOT_MAP_TELEM2STR = Dict{Type, String}()
-
-#Don't really like this global variable... Very hacky
-const HDF5PLOT_PLOTREF = HDF5Plot_PlotRef(nothing)
-
-#Simple sub-structures that can just be written out using _hdf5plot_gwritefields:
-const HDF5PLOT_SIMPLESUBSTRUCT = Union{Font, BoundingBox,
-	GridLayout, RootLayout, ColorGradient, SeriesAnnotations, PlotText,
-	Shape,
-}
-
-
 #==
 ===============================================================================#
 is_marker_supported(::HDF5Backend, shape::Shape) = true
@@ -95,7 +68,7 @@ if length(HDF5PLOT_MAP_TELEM2STR) < 1
        "AXIS" => Axis,
        "SURFACE" => Surface,
        "SUBPLOT" => Subplot,
-        "NULLABLE" => _hdf5_nullable,
+        "NULLABLE" => Union{Nothing, T} where T,
    )
    merge!(HDF5PLOT_MAP_STR2TELEM, telem2str)
    merge!(HDF5PLOT_MAP_TELEM2STR, Dict{Type, String}(v=>k for (k,v) in HDF5PLOT_MAP_STR2TELEM))
@@ -105,8 +78,8 @@ end
 #==Helper functions
 ===============================================================================#

-_hdf5_plotelempath(subpath::String) = "$_hdf5_plotroot/$subpath"
-_hdf5_datapath(subpath::String) = "$_hdf5_dataroot/$subpath"
+_hdf5_plotelempath(subpath::String) = "plot/$subpath"
+_hdf5_datapath(subpath::String) = "data/$subpath"
 _hdf5_map_str2telem(k::String) = HDF5PLOT_MAP_STR2TELEM[k]
 _hdf5_map_str2telem(v::Vector) = HDF5PLOT_MAP_STR2TELEM[v[1]]

@@ -201,38 +174,38 @@ end

 function _hdf5plot_writetype(grp, k::String, tstr::Array{String})
    d = HDF5.d_open(grp, k)
-    HDF5.a_write(d, _hdf5plot_datatypeid, tstr)
+    HDF5.a_write(d, "TYPE", tstr)
 end
 function _hdf5plot_writetype(grp, k::String, T::Type)
    tstr = HDF5PLOT_MAP_TELEM2STR[T]
    d = HDF5.d_open(grp, k)
-    HDF5.a_write(d, _hdf5plot_datatypeid, tstr)
+    HDF5.a_write(d, "TYPE", tstr)
 end
 function _hdf5plot_overwritetype(grp, k::String, T::Type)
    tstr = HDF5PLOT_MAP_TELEM2STR[T]
    d = HDF5.d_open(grp, k)
-    HDF5.a_delete(d, _hdf5plot_datatypeid)
-    HDF5.a_write(d, _hdf5plot_datatypeid, tstr)
+    HDF5.a_delete(d, "TYPE")
+    HDF5.a_write(d, "TYPE", tstr)
 end
 function _hdf5plot_writetype(grp, T::Type) #Write directly to group
    tstr = HDF5PLOT_MAP_TELEM2STR[T]
-    HDF5.a_write(grp, _hdf5plot_datatypeid, tstr)
+    HDF5.a_write(grp, "TYPE", tstr)
 end
 function _hdf5plot_overwritetype(grp, T::Type) #Write directly to group
    tstr = HDF5PLOT_MAP_TELEM2STR[T]
-    HDF5.a_delete(grp, _hdf5plot_datatypeid)
-    HDF5.a_write(grp, _hdf5plot_datatypeid, tstr)
+    HDF5.a_delete(grp, "TYPE")
+    HDF5.a_write(grp, "TYPE", tstr)
 end
 function _hdf5plot_writetype(grp, ::Type{Array{T}}) where T<:Any
    tstr = HDF5PLOT_MAP_TELEM2STR[Array] #ANY
-    HDF5.a_write(grp, _hdf5plot_datatypeid, tstr)
+    HDF5.a_write(grp, "TYPE", tstr)
 end
 function _hdf5plot_writetype(grp, ::Type{T}) where T<:BoundingBox
    tstr = HDF5PLOT_MAP_TELEM2STR[BoundingBox]
-    HDF5.a_write(grp, _hdf5plot_datatypeid, tstr)
+    HDF5.a_write(grp, "TYPE", tstr)
 end
 function _hdf5plot_writecount(grp, n::Int) #Write directly to group
-    HDF5.a_write(grp, _hdf5plot_countid, n)
+    HDF5.a_write(grp, "COUNT", n)
 end
 function _hdf5plot_gwritefields(grp, k::String, v)
    grp = HDF5.g_create(grp, k)
@@ -372,7 +345,7 @@ function _hdf5plot_gwrite(grp, k::String, v::Surface)
 	_hdf5plot_writetype(grp, Surface)
 end
 # #TODO: "Properly" support Nullable using _hdf5plot_writetype?
-# function _hdf5plot_gwrite(grp, k::String, v::_hdf5_nullable)
+# function _hdf5plot_gwrite(grp, k::String, v::Union{Nothing, T} where T)
 #     if isnull(v)
 #         _hdf5plot_gwrite(grp, k, nothing)
 #     else
@@ -448,7 +421,7 @@ hdf5plot_write(path::AbstractString) = hdf5plot_write(current(), path)
 ===============================================================================#

 function _hdf5plot_readcount(grp) #Read directly from group
-    return HDF5.a_read(grp, _hdf5plot_countid)
+    return HDF5.a_read(grp, "COUNT")
 end

 _hdf5plot_convert(T::Type{HDF5PlotNative}, v) = v
@@ -589,7 +562,7 @@ function _hdf5plot_read(grp, k::String, T::Type{Length}, dtid::Vector)
    return Length{TU,T}(v)
 end
 function _hdf5plot_read(grp, k::String)
-    dtid = HDF5.a_read(grp[k], _hdf5plot_datatypeid)
+    dtid = HDF5.a_read(grp[k], "TYPE")
    T = _hdf5_map_str2telem(dtid) #expect exception
    return _hdf5plot_read(grp, k, T, dtid)
 end
@@ -429,29 +429,23 @@ end

 # ----------------------------------------------------------------

-const _inspectdr_mimeformats_dpi = Dict(
-    "image/png"               => "png"
-)
-const _inspectdr_mimeformats_nodpi = Dict(
-    "image/svg+xml"           => "svg",
-    "application/eps"         => "eps",
-    "image/eps"               => "eps",
-#    "application/postscript"  => "ps", #TODO: support once Cairo supports PSSurface
-    "application/pdf"         => "pdf"
-)
 _inspectdr_show(io::IO, mime::MIME, ::Nothing, w, h) =
    throw(ErrorException("Cannot show(::IO, ...) plot - not yet generated"))
 function _inspectdr_show(io::IO, mime::MIME, mplot, w, h)
    InspectDR._show(io, mime, mplot, Float64(w), Float64(h))
 end

-for (mime, fmt) in _inspectdr_mimeformats_dpi
-    @eval function _show(io::IO, mime::MIME{Symbol($mime)}, plt::Plot{InspectDRBackend})
-        dpi = plt[:dpi]#TODO: support
-        _inspectdr_show(io, mime, _inspectdr_getmplot(plt.o), plt[:size]...)
-    end
+function _show(io::IO, mime::MIME{Symbol("image/png")}, plt::Plot{InspectDRBackend})
+    dpi = plt[:dpi] # TODO: support
+    _inspectdr_show(io, mime, _inspectdr_getmplot(plt.o), plt[:size]...)
 end
-for (mime, fmt) in _inspectdr_mimeformats_nodpi
+for (mime, fmt) in (
+    "image/svg+xml" => "svg",
+    "application/eps" => "eps",
+    "image/eps" => "eps",
+    # "application/postscript" => "ps", # TODO: support once Cairo supports PSSurface
+    "application/pdf" => "pdf",
+)
    @eval function _show(io::IO, mime::MIME{Symbol($mime)}, plt::Plot{InspectDRBackend})
        _inspectdr_show(io, mime, _inspectdr_getmplot(plt.o), plt[:size]...)
    end
@@ -12,13 +12,12 @@ function plotlybase_syncplot(plt::Plot)
    return plt.o
 end

-const _orca_mimeformats = Dict(
+for (mime, fmt) in (
    "application/pdf" => "pdf",
-    "image/png"       => "png",
-    "image/svg+xml"   => "svg",
-    "image/eps"       => "eps",
+    "image/png" => "png",
+    "image/svg+xml" => "svg",
+    "image/eps" => "eps",
 )
-
-for (mime, fmt) in _orca_mimeformats
-    @eval _show(io::IO, ::MIME{Symbol($mime)}, plt::Plot{PlotlyBackend}) = ORCA.PlotlyBase.savefig(io, plotlybase_syncplot(plt), format = $fmt)
+    @eval _show(io::IO, ::MIME{Symbol($mime)}, plt::Plot{PlotlyBackend}) =
+        ORCA.PlotlyBase.savefig(io, plotlybase_syncplot(plt), format = $fmt)
 end
@@ -86,7 +86,16 @@ end
 function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
    if !pgfx_plot.is_created || pgfx_plot.was_shown
        pgfx_sanitize_plot!(plt)
-        the_plot = PGFPlotsX.TikzPicture(PGFPlotsX.Options())
+        # extract extra kwargs
+        extra_plot_opt = plt[:extra_plot_kwargs]
+        extra_plot = nothing
+        if haskey(extra_plot_opt, :add)
+            extra_plot = wraptuple(pop!(extra_plot_opt,:add))
+        end
+        the_plot = PGFPlotsX.TikzPicture(PGFPlotsX.Options(extra_plot_opt...))
+        if extra_plot !== nothing
+            push!(the_plot, extra_plot...)
+        end
        bgc = plt.attr[:background_color_outside] == :match ?
            plt.attr[:background_color] : plt.attr[:background_color_outside]
        if bgc isa Colors.Colorant
@@ -127,17 +136,12 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
            bgc_inside = plot_color(sp[:background_color_inside])
            bgc_inside_a = alpha(bgc_inside)
            axis_opt = PGFPlotsX.Options(
+                "point meta max" => get_clims(sp)[2],
+                "point meta min" => get_clims(sp)[1],
+                "legend cell align" => "left",
                "title" => sp[:title],
                "title style" => PGFPlotsX.Options(
-                        "at" => if title_loc == :left
-                            "{(0,1)}"
-                        elseif title_loc == :right
-                            "{(1,1)}"
-                        elseif title_loc isa Tuple
-                            "{$(string(title_loc))}"
-                        else
-                            "{(0.5,1)}"
-                        end,
+                        pgfx_get_title_pos(title_loc)...,
                        "font" => pgfx_font(
                            sp[:titlefontsize],
                            pgfx_thickness_scaling(sp),
@@ -175,15 +179,7 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
            sp_height > 0 * mm ? push!(axis_opt, "height" => string(axis_height)) :
            nothing
            # legend position
-            if sp[:legend] isa Tuple
-                x, y = sp[:legend]
-                push!(axis_opt["legend style"], "at={($x, $y)}")
-            else
-                push!(
-                    axis_opt["legend style"],
-                        get(_pgfplotsx_legend_pos, sp[:legend], ("at" => string((1.02, 1)), "anchor" => "north west"))...
-                )
-            end
+            push!(axis_opt["legend style"], pgfx_get_legend_pos(sp[:legend])...)
            for letter in (:x, :y, :z)
                if letter != :z || RecipesPipeline.is3d(sp)
                    pgfx_axis!(axis_opt, sp, letter)
@@ -200,41 +196,48 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
            # As it is likely that all series within the same axis use the same
            # colormap this should not cause any problem.
            for series in series_list(sp)
-                    if hascolorbar(series)
-                        cg = get_colorgradient(series)
-                        cm = pgfx_colormap(get_colorgradient(series))
-                        PGFPlotsX.push_preamble!(
-                            pgfx_plot.the_plot,
-                            """\\pgfplotsset{
-                            colormap={plots$(sp.attr[:subplot_index])}{$cm},
-                            }""",
-                        )
+                if hascolorbar(series)
+                    cg = get_colorgradient(series)
+                    cm = pgfx_colormap(get_colorgradient(series))
+                    PGFPlotsX.push_preamble!(
+                        pgfx_plot.the_plot,
+                        """\\pgfplotsset{
+                        colormap={plots$(sp.attr[:subplot_index])}{$cm},
+                        }""",
+                    )
+                    push!(axis_opt, "colormap name" => "plots$(sp.attr[:subplot_index])")
+                    if cg isa PlotUtils.CategoricalColorGradient
                        push!(
                            axis_opt,
-                            "colorbar" => nothing,
-                            "colormap name" => "plots$(sp.attr[:subplot_index])",
+                            "colormap access" => "piecewise const",
+                            "colorbar sampled" => nothing,
                        )
-                        if cg isa PlotUtils.CategoricalColorGradient
-                            push!(
-                                axis_opt,
-                                "colormap access" => "piecewise const",
-                                "colorbar sampled" => nothing,
-                            )
-                        end
-                        # goto is needed to break out of col and series for
-                        @goto colorbar_end
                    end
+                    # goto is needed to break out of col and series for
+                    @goto colorbar_end
+                end
            end
            @label colorbar_end

-            push!(
-                axis_opt,
-                "colorbar style" => PGFPlotsX.Options(
+            if hascolorbar(sp)
+                colorbar_style = PGFPlotsX.Options(
                    "title" => sp[:colorbar_title],
-                ),
-                "point meta max" => get_clims(sp)[2],
-                "point meta min" => get_clims(sp)[1],
-            )
+                    "xticklabel style" => pgfx_get_ticklabel_style(sp, sp[:xaxis]),
+                    "yticklabel style" => pgfx_get_ticklabel_style(sp, sp[:yaxis]),
+                )
+                if sp[:colorbar] === :top
+                    push!(colorbar_style,
+                        "at" => string((0.5, 1.05)),
+                        "anchor" => "south",
+                        "xticklabel pos" => "upper",
+                    )
+                end
+                push!(
+                    axis_opt,
+                    string("colorbar", pgfx_get_colorbar_pos(sp[:colorbar])) => nothing,
+                    "colorbar style" => colorbar_style,
+                )
+            end
            if RecipesPipeline.is3d(sp)
                azim, elev = sp[:camera]
                push!(axis_opt, "view" => (azim, elev))
@@ -246,7 +249,15 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
            else
                PGFPlotsX.Axis
            end
-            axis = axisf(axis_opt)
+            extra_sp_opt = sp[:extra_kwargs]
+            extra_sp = nothing
+            if haskey(extra_sp_opt, :add)
+                extra_sp = wraptuple(pop!(extra_sp_opt,:add))
+            end
+            axis = axisf(merge(axis_opt, PGFPlotsX.Options(extra_sp_opt...)))
+            if extra_sp !== nothing
+                push!(axis, extra_sp...)
+            end
            if sp[:legendtitle] !== nothing
                push!(axis, PGFPlotsX.Options("\\addlegendimage{empty legend}" => nothing))
                push!(
@@ -268,7 +279,13 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
                    "color" => single_color(opt[:linecolor]),
                    "name path" => string(series_id),
                )
-                if RecipesPipeline.is3d(series) || st == :heatmap
+                extra_series_opt = series[:extra_kwargs]
+                extra_series = nothing
+                if haskey(extra_series_opt, :add)
+                    extra_series = wraptuple(pop!(extra_series_opt,:add))
+                end
+                series_opt = merge(series_opt, PGFPlotsX.Options(extra_series_opt...))
+                if RecipesPipeline.is3d(series) || st in (:heatmap, :contour)
                    series_func = PGFPlotsX.Plot3
                else
                    series_func = PGFPlotsX.Plot
@@ -277,7 +294,7 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
                   !isfilledcontour(series) && series[:ribbon] === nothing
                    push!(series_opt, "area legend" => nothing)
                end
-                if st == :heatmap
+                if st in (:heatmap, :contour)
                    push!(axis.options, "view" => "{0}{90}")
                end
                # treat segments
@@ -322,12 +339,13 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
                        end
                        segment_opt = merge(segment_opt, pgfx_marker(opt, i))
                    end
-                    if st == :shape || isfilledcontour(series)
+                    if st == :shape
                        segment_opt = merge(segment_opt, pgfx_fillstyle(opt, i))
                    end
                    # add fillrange
                    if sf !== nothing &&
-                       !isfilledcontour(series) && series[:ribbon] === nothing
+                       !isfilledcontour(series) &&
+                       series[:ribbon] === nothing
                        if sf isa Number || sf isa AVec
                            pgfx_fillrange_series!(
                                axis,
@@ -347,6 +365,9 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
                        pgfx_series_coordinates!(sp, series, segment_opt, opt, rng)
                    segment_plot =
                        series_func(merge(series_opt, segment_opt), coordinates)
+                    if extra_series !== nothing
+                        push!(segment_plot, extra_series...)
+                    end
                    push!(axis, segment_plot)
                    # fill between functions
                    if sf isa Tuple && series[:ribbon] === nothing
@@ -573,8 +594,8 @@ function pgfx_series_coordinates!(
    xs, ys, zs = collect(args)
    push!(
        segment_opt,
-        "contour filled" => PGFPlotsX.Options("labels" => opt[:contour_labels]),
-        "point meta" => "explicit",
+        "contour filled" => PGFPlotsX.Options(), # labels not supported
+        "patch type" => "bilinear",
        "shader" => "flat",
    )
    if opt[:levels] isa Number
@@ -583,75 +604,115 @@ function pgfx_series_coordinates!(
        push!(segment_opt["contour filled"], "levels" => opt[:levels])
    end

-    cs = join(
-        [
-            join(["($x, $y) [$(zs[j, i])]" for (j, x) in enumerate(xs)], " ") for (i, y) in enumerate(ys)
-        ],
-        "\n\n",
-    )
-    """
-        coordinates {
-        $cs
-        };
-    """
+    PGFPlotsX.Coordinates(args...)
 end
 ##
-const _pgfplotsx_linestyles = KW(
-    :solid => "solid",
-    :dash => "dashed",
-    :dot => "dotted",
-    :dashdot => "dashdotted",
-    :dashdotdot => "dashdotdotted",
+pgfx_get_linestyle(k) = get(
+    (
+        solid = "solid",
+        dash = "dashed",
+        dot = "dotted",
+        dashdot = "dashdotted",
+        dashdotdot = "dashdotdotted",
+    ),
+    Symbol(k),
+    "solid",
 )

-const _pgfplotsx_series_ids = KW()
-
-const _pgfplotsx_markers = KW(
-    :none => "none",
-    :cross => "+",
-    :xcross => "x",
-    :+ => "+",
-    :x => "x",
-    :utriangle => "triangle*",
-    :dtriangle => "triangle*",
-    :rtriangle => "triangle*",
-    :ltriangle => "triangle*",
-    :circle => "*",
-    :rect => "square*",
-    :star5 => "star",
-    :star6 => "asterisk",
-    :diamond => "diamond*",
-    :pentagon => "pentagon*",
-    :hline => "-",
-    :vline => "|",
+pgfx_get_marker(k) = get(
+    (
+        none = "none",
+        cross = "+",
+        xcross = "x",
+        + = "+",
+        x = "x",
+        utriangle = "triangle*",
+        dtriangle = "triangle*",
+        rtriangle = "triangle*",
+        ltriangle = "triangle*",
+        circle = "*",
+        rect = "square*",
+        star5 = "star",
+        star6 = "asterisk",
+        diamond = "diamond*",
+        pentagon = "pentagon*",
+        hline = "-",
+        vline = "|",
+    ),
+    Symbol(k),
+    "*",
 )

-const _pgfplotsx_legend_pos = KW(
-    :top => ("at" => string((0.5, 0.98)), "anchor" => "north"),
-    :bottom => ("at" => string((0.5, 0.02)), "anchor" => "south"),
-    :left => ("at" => string((0.02, 0.5)), "anchor" => "west"),
-    :right => ("at" => string((0.98, 0.5)), "anchor" => "east"),
-    :bottomleft => ("at" => string((0.02, 0.02)), "anchor" => "south west"),
-    :bottomright => ("at" => string((0.98, 0.02)), "anchor" => "south east"),
-    :topright => ("at" => string((0.98, 0.98)), "anchor" => "north east"),
-    :topleft => ("at" => string((-0.02, 0.98)), "anchor" => "north west"),
-    :outertop => ("at" => string((0.5, 1.02)), "anchor" => "south"),
-    :outerbottom => ("at" => string((0.5, -0.02)), "anchor" => "north"),
-    :outerleft => ("at" => string((-0.02, 0.5)), "anchor" => "east"),
-    :outerright => ("at" => string((1.02, 0.5)), "anchor" => "west"),
-    :outerbottomleft => ("at" => string((-0.02, -0.02)), "anchor" => "north east"),
-    :outerbottomright => ("at" => string((1.02, -0.02)), "anchor" => "north west"),
-    :outertopright => ("at" => string((1.02, 1)), "anchor" => "north west"),
-    :outertopleft => ("at" => string((-0.02, 1)), "anchor" => "north east"),
+pgfx_get_xguide_pos(k) = get(
+    (
+        top = "at={(0.5,1)},above,",
+        right = "at={(ticklabel* cs:1.02)}, anchor=west,",
+        left = "at={(ticklabel* cs:-0.02)}, anchor=east,",
+    ),
+    k,
+    "at={(ticklabel cs:0.5)}, anchor=near ticklabel"
 )

-const _pgfx_framestyles = [:box, :axes, :origin, :zerolines, :grid, :none]
-const _pgfx_framestyle_defaults = Dict(:semi => :box)
+pgfx_get_yguide_pos(k) = get(
+    (
+        top = "at={(ticklabel* cs:1.02)}, anchor=south",
+        right = "at={(1,0.5)},below,",
+        bottom = "at={(ticklabel* cs:-0.02)}, anchor=north,",
+    ),
+    k,
+    "at={(ticklabel cs:0.5)}, anchor=near ticklabel"
+)
+
+pgfx_get_legend_pos(k) = get(
+    (
+        top = ("at" => string((0.5, 0.98)), "anchor" => "north"),
+        bottom = ("at" => string((0.5, 0.02)), "anchor" => "south"),
+        left = ("at" => string((0.02, 0.5)), "anchor" => "west"),
+        right = ("at" => string((0.98, 0.5)), "anchor" => "east"),
+        bottomleft = ("at" => string((0.02, 0.02)), "anchor" => "south west"),
+        bottomright = ("at" => string((0.98, 0.02)), "anchor" => "south east"),
+        topright = ("at" => string((0.98, 0.98)), "anchor" => "north east"),
+        topleft = ("at" => string((0.02, 0.98)), "anchor" => "north west"),
+        outertop = ("at" => string((0.5, 1.02)), "anchor" => "south"),
+        outerbottom = ("at" => string((0.5, -0.02)), "anchor" => "north"),
+        outerleft = ("at" => string((-0.02, 0.5)), "anchor" => "east"),
+        outerright = ("at" => string((1.02, 0.5)), "anchor" => "west"),
+        outerbottomleft = ("at" => string((-0.02, -0.02)), "anchor" => "north east"),
+        outerbottomright = ("at" => string((1.02, -0.02)), "anchor" => "north west"),
+        outertopright = ("at" => string((1.02, 1)), "anchor" => "north west"),
+        outertopleft = ("at" => string((-0.02, 1)), "anchor" => "north east"),
+    ),
+    Symbol(k),
+    ("at" => string((1.02, 1)), "anchor" => "north west"),
+)
+pgfx_get_legend_pos(t::Tuple) = ("at" => "{$(string(t))}", "anchor" => "north west")
+pgfx_get_legend_pos(nt::NamedTuple) = ("at" => "{$(string(nt.at))}", "anchor" => string(nt.anchor))
+
+pgfx_get_colorbar_pos(s) =
+    get((left = " left", bottom = " horizontal", top = " horizontal"), s, "")
+pgfx_get_colorbar_pos(b::Bool) = ""
+
+pgfx_get_title_pos(s) =
+    get((
+        left = ("at" => "{(0,1)}", "anchor" => "south west"),
+        right = ("at" => "{(1,1)}", "anchor" => "south east"),
+        ), s,
+        ("at" => "{(0.5,1)}", "anchor" => "south"))
+pgfx_get_title_pos(t::Tuple) = ("at" => "{$(string(t))}", "anchor" => "south")
+pgfx_get_title_pos(nt::NamedTuple) = ("at" => "{$(string(nt.at))}", "anchor" => string(nt.anchor))
+
+function pgfx_get_ticklabel_style(sp, axis)
+    cstr = plot_color(axis[:tickfontcolor])
+    return PGFPlotsX.Options(
+        "font" => pgfx_font(
+            axis[:tickfontsize], pgfx_thickness_scaling(sp)
+        ),
+        "color" => cstr,
+        "draw opacity" => alpha(cstr),
+        "rotate" => axis[:tickfontrotation],
+    )
+end

-# we use the anchors to define orientations for example to align left
-# one needs to use the right edge as anchor
-const _pgfx_annotation_halign =
-    KW(:center => "", :left => "right", :right => "left")
 ## --------------------------------------------------------------------------------------
 # Generates a colormap for pgfplots based on a ColorGradient
 pgfx_arrow(::Nothing) = "every arrow/.append style={-}"
@@ -698,10 +759,10 @@ end


 function pgfx_framestyle(style::Symbol)
-    if style in _pgfx_framestyles
+    if style in (:box, :axes, :origin, :zerolines, :grid, :none)
        return style
    else
-        default_style = get(_pgfx_framestyle_defaults, style, :axes)
+        default_style = get((semi = :box,), style, :axes)
        @warn( "Framestyle :$style is not (yet) supported by the PGFPlotsX backend. :$default_style was cosen instead.",)
        default_style
    end
@@ -720,14 +781,14 @@ function pgfx_fillstyle(plotattributes, i = 1)
    PGFPlotsX.Options("fill" => cstr, "fill opacity" => a)
 end

-function pgfx_linestyle(linewidth::Real, color, α = 1, linestyle = "solid")
+function pgfx_linestyle(linewidth::Real, color, α = 1, linestyle = :solid)
    cstr = plot_color(color, α)
    a = alpha(cstr)
    return PGFPlotsX.Options(
        "color" => cstr,
        "draw opacity" => a,
        "line width" => linewidth,
-        get(_pgfplotsx_linestyles, linestyle, "solid") => nothing,
+        pgfx_get_linestyle(linestyle) => nothing,
    )
 end

@@ -757,7 +818,6 @@ function pgfx_should_add_to_legend(series::Series)
            :contourf,
            :contour3d,
            :heatmap,
-            :pie,
            :image,
        )
    )
@@ -765,10 +825,8 @@ end

 function pgfx_marker(plotattributes, i = 1)
    shape = _cycle(plotattributes[:markershape], i)
-    cstr = plot_color(
-        get_markercolor(plotattributes, i),
-        get_markeralpha(plotattributes, i),
-    )
+    cstr =
+        plot_color(get_markercolor(plotattributes, i), get_markeralpha(plotattributes, i))
    a = alpha(cstr)
    cstr_stroke = plot_color(
        get_markerstrokecolor(plotattributes, i),
@@ -780,8 +838,7 @@ function pgfx_marker(plotattributes, i = 1)
        0.75 *
        _cycle(plotattributes[:markersize], i)
    return PGFPlotsX.Options(
-        "mark" =>
-            shape isa Shape ? "PlotsShape$i" : get(_pgfplotsx_markers, shape, "*"),
+        "mark" => shape isa Shape ? "PlotsShape$i" : pgfx_get_marker(shape),
        "mark size" => "$mark_size pt",
        "mark options" => PGFPlotsX.Options(
            "color" => cstr_stroke,
@@ -789,7 +846,8 @@ function pgfx_marker(plotattributes, i = 1)
            "fill" => cstr,
            "fill opacity" => a,
            "line width" =>
-                pgfx_thickness_scaling(plotattributes) * 0.75 *
+                pgfx_thickness_scaling(plotattributes) *
+                0.75 *
                _cycle(plotattributes[:markerstrokewidth], i),
            "rotate" => if shape == :dtriangle
                180
@@ -800,11 +858,7 @@ function pgfx_marker(plotattributes, i = 1)
            else
                0
            end,
-            get(
-                _pgfplotsx_linestyles,
-                _cycle(plotattributes[:markerstrokestyle], i),
-                "solid",
-            ) => nothing,
+            pgfx_get_linestyle(_cycle(plotattributes[:markerstrokestyle], i)) => nothing,
        ),
    )
 end
@@ -818,7 +872,8 @@ function pgfx_add_annotation!(o, x, y, val, thickness_scaling = 1)
        [
            "\\node",
            PGFPlotsX.Options(
-                get(_pgfx_annotation_halign, val.font.halign, "") => nothing,
+                get((center = "", left = "right", right = "left"), val.font.halign, "") =>
+                    nothing,
                "color" => cstr,
                "draw opacity" => convert(Float16, a),
                "rotate" => val.font.rotation,
@@ -998,10 +1053,10 @@ function pgfx_axis!(opt::PGFPlotsX.Options, sp::Subplot, letter)

    # axis label position
    labelpos = ""
-    if letter == :x && axis[:guide_position] == :top
-        labelpos = "at={(0.5,1)},above,"
-    elseif letter == :y && axis[:guide_position] == :right
-        labelpos = "at={(1,0.5)},below,"
+    if letter == :x
+        labelpos = pgfx_get_xguide_pos(axis[:guide_position])
+    elseif letter == :y
+        labelpos = pgfx_get_yguide_pos(axis[:guide_position])
    end

    # Add label font
@@ -1094,17 +1149,8 @@ function pgfx_axis!(opt::PGFPlotsX.Options, sp::Subplot, letter)
            string(letter, "tick align") =>
                (axis[:tick_direction] == :out ? "outside" : "inside"),
        )
-        cstr = plot_color(axis[:tickfontcolor])
-        α = alpha(cstr)
        push!(
-            opt,
-            string(letter, "ticklabel style") => PGFPlotsX.Options(
-                "font" =>
-                    pgfx_font(axis[:tickfontsize], pgfx_thickness_scaling(sp)),
-                "color" => cstr,
-                "draw opacity" => α,
-                "rotate" => axis[:tickfontrotation],
-            ),
+            opt, string(letter, "ticklabel style") => pgfx_get_ticklabel_style(sp, axis)
        )
        push!(
            opt,
@@ -1192,6 +1238,7 @@ function pgfx_axis!(opt::PGFPlotsX.Options, sp::Subplot, letter)
        )
    end
 end
+
 # --------------------------------------------------------------------------------------
 # display calls this and then _display, its called 3 times for plot(1:5)
 # Set the (left, top, right, bottom) minimum padding around the plot area
@@ -3,13 +3,11 @@

 is_subplot_supported(::PlotlyBackend) = true
 # is_string_supported(::PlotlyBackend) = true
-const _plotly_framestyles = [:box, :axes, :zerolines, :grid, :none]
-const _plotly_framestyle_defaults = Dict(:semi => :box, :origin => :zerolines)
 function _plotly_framestyle(style::Symbol)
-    if style in _plotly_framestyles
+    if style in (:box, :axes, :zerolines, :grid, :none)
        return style
    else
-        default_style = get(_plotly_framestyle_defaults, style, :axes)
+        default_style = get((semi = :box, origin = :zerolines), style, :axes)
        @warn("Framestyle :$style is not supported by Plotly and PlotlyJS. :$default_style was cosen instead.")
        default_style
    end
@@ -17,29 +15,25 @@ end


 # --------------------------------------------------------------------------------------
-const plotly_remote_file_path = "https://cdn.plot.ly/plotly-latest.min.js"

-
-# if isatom()
-#     import Atom
-#     Atom.@msg evaljs(_js_code)
-# end
 using UUIDs

 # ----------------------------------------------------------------

-const _plotly_legend_pos = KW(
-    :right => [1., 0.5],
-    :left => [0., 0.5],
-    :top => [0.5, 1.],
-    :bottom => [0.5, 0.],
-    :bottomleft => [0., 0.],
-    :bottomright => [1., 0.],
-    :topright => [1., 1.],
-    :topleft => [0., 1.]
+plotly_legend_pos(pos::Symbol) = get(
+    (
+        right = [1.0, 0.5],
+        left = [0.0, 0.5],
+        top = [0.5, 1.0],
+        bottom = [0.5, 0.0],
+        bottomleft = [0.0, 0.0],
+        bottomright = [1.0, 0.0],
+        topright = [1.0, 1.0],
+        topleft = [0.0, 1.0],
+    ),
+    pos,
+    [1.0, 1.0],
 )
-
-plotly_legend_pos(pos::Symbol) = get(_plotly_legend_pos, pos, [1.,1.])
 plotly_legend_pos(v::Tuple{S,T}) where {S<:Real, T<:Real} = v

 function plotly_font(font::Font, color = font.color)
@@ -342,7 +336,7 @@ function plotly_layout(plt::Plot)
        plotattributes_out[:hovermode] = "none"
    end

-    plotattributes_out
+    plotattributes_out = recursive_merge(plotattributes_out, plt.attr[:extra_plot_kwargs])
 end

 function plotly_layout_json(plt::Plot)
@@ -375,15 +369,19 @@ end
 plotly_colorscale(c, α = nothing) = plotly_colorscale(_as_gradient(c), α)


-const _plotly_markers = KW(
-    :rect       => "square",
-    :xcross     => "x",
-    :x          => "x",
-    :utriangle  => "triangle-up",
-    :dtriangle  => "triangle-down",
-    :star5      => "star-triangle-up",
-    :vline      => "line-ns",
-    :hline      => "line-ew",
+get_plotly_marker(k, def) = get(
+    (
+        rect = "square",
+        xcross = "x",
+        x = "x",
+        utriangle = "triangle-up",
+        dtriangle = "triangle-down",
+        star5 = "star-triangle-up",
+        vline = "line-ns",
+        hline = "line-ew",
+    ),
+    k,
+    def,
 )

 # find indicies of axes to which the supblot links to
@@ -545,12 +543,6 @@ function plotly_series(plt::Plot, series::Series)
            plotattributes_out[:showscale] = hascolorbar(sp)
        end

-    elseif st == :pie
-        plotattributes_out[:type] = "pie"
-        plotattributes_out[:labels] = pie_labels(sp, series)
-        plotattributes_out[:values] = y
-        plotattributes_out[:hoverinfo] = "label+percent+name"
-
    else
        @warn("Plotly: seriestype $st isn't supported.")
        return KW()
@@ -560,7 +552,7 @@ function plotly_series(plt::Plot, series::Series)
    if hasmarker
        inds = eachindex(x)
        plotattributes_out[:marker] = KW(
-            :symbol => get(_plotly_markers, series[:markershape], string(series[:markershape])),
+            :symbol => get_plotly_marker(series[:markershape], string(series[:markershape])),
            # :opacity => series[:markeralpha],
            :size => 2 * _cycle(series[:markersize], inds),
            :color => rgba_string.(plot_color.(get_markercolor.(series, inds), get_markeralpha.(series, inds))),
@@ -680,7 +672,7 @@ function plotly_series_segments(series::Series, plotattributes_base::KW, x, y, z
        # add "marker"
        if hasmarker
            plotattributes_out[:marker] = KW(
-                :symbol => get(_plotly_markers, _cycle(series[:markershape], i), string(_cycle(series[:markershape], i))),
+                :symbol => get_plotly_marker(_cycle(series[:markershape], i), string(_cycle(series[:markershape], i))),
                # :opacity => series[:markeralpha],
                :size => 2 * _cycle(series[:markersize], i),
                :color => rgba_string(plot_color(get_markercolor(series, clims, i), get_markeralpha(series, i))),
@@ -818,8 +810,14 @@ html_body(plt::Plot{PlotlyBackend}) = plotly_html_body(plt)
 const ijulia_initialized = Ref(false)

 function plotly_html_head(plt::Plot)
-    local_file = ("file://" * plotly_local_file_path)
-    plotly = use_local_dependencies[] ? local_file : plotly_remote_file_path
+    local_file = ("file:///" * plotly_local_file_path)
+    plotly =
+        use_local_dependencies[] ? local_file : "https://cdn.plot.ly/plotly-latest.min.js"
+
+    include_mathjax = get(plt[:extra_plot_kwargs], :include_mathjax, "")
+    mathjax_file = include_mathjax != "cdn" ? ("file://" * include_mathjax) : "https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.7/MathJax.js?config=TeX-MML-AM_CHTML"
+    mathjax_head = include_mathjax == "" ? "" : "<script src=\"$mathjax_file\"></script>\n\t\t"
+
    if isijulia() && !ijulia_initialized[]
        # using requirejs seems to be key to load a js depency in IJulia!
        # https://requirejs.org/docs/start.html
@@ -833,7 +831,7 @@ function plotly_html_head(plt::Plot)
        """)
        ijulia_initialized[] = true
    end
-    return "<script src=$(repr(plotly))></script>"
+    return "$mathjax_head<script src=$(repr(plotly))></script>"
 end

 function plotly_html_body(plt, style = nothing)
@@ -19,14 +19,12 @@ end

 # ------------------------------------------------------------------------------

-const _plotlyjs_mimeformats = Dict(
+for (mime, fmt) in (
    "application/pdf" => "pdf",
    "image/png"       => "png",
    "image/svg+xml"   => "svg",
    "image/eps"       => "eps",
 )
-
-for (mime, fmt) in _plotlyjs_mimeformats
    @eval _show(io::IO, ::MIME{Symbol($mime)}, plt::Plot{PlotlyJSBackend}) = PlotlyJS.savefig(io, plotlyjs_syncplot(plt), format = $fmt)
 end

@@ -1,6 +1,3 @@
-# Do "using PyPlot: PyCall, LaTeXStrings" without dependency warning:
-const PyCall = PyPlot.PyCall
-const LaTeXStrings = PyPlot.LaTeXStrings

 # https://github.com/stevengj/PyPlot.jl

@@ -16,6 +13,7 @@ append!(Base.Multimedia.displays, otherdisplays)
 pycolors = PyPlot.pyimport("matplotlib.colors")
 pypath = PyPlot.pyimport("matplotlib.path")
 mplot3d = PyPlot.pyimport("mpl_toolkits.mplot3d")
+axes_grid1 = PyPlot.pyimport("mpl_toolkits.axes_grid1")
 pypatches = PyPlot.pyimport("matplotlib.patches")
 pyfont = PyPlot.pyimport("matplotlib.font_manager")
 pyticker = PyPlot.pyimport("matplotlib.ticker")
@@ -35,7 +33,7 @@ else
 end

 # PyCall API changes in v1.90.0
-if !isdefined(PyCall, :_setproperty!)
+if !isdefined(PyPlot.PyCall, :_setproperty!)
    @warn "Plots no longer supports PyCall < 1.90.0 and PyPlot < 2.8.0. Either update PyCall and PyPlot or pin Plots to a version <= 0.23.2."
 end

@@ -112,32 +110,6 @@ function py_marker(marker::Shape)
    pypath."Path"(mat)
 end

-const _path_MOVETO = UInt8(1)
-const _path_LINETO = UInt8(2)
-const _path_CLOSEPOLY = UInt8(79)
-
-# # see http://matplotlib.org/users/path_tutorial.html
-# # and http://matplotlib.org/api/path_api.html#matplotlib.path.Path
-# function py_path(x, y)
-#     n = length(x)
-#     mat = zeros(n+1, 2)
-#     codes = zeros(UInt8, n+1)
-#     lastnan = true
-#     for i=1:n
-#         mat[i,1] = x[i]
-#         mat[i,2] = y[i]
-#         nan = !ok(x[i], y[i])
-#         codes[i] = if nan && i>1
-#             _path_CLOSEPOLY
-#         else
-#             lastnan ? _path_MOVETO : _path_LINETO
-#         end
-#         lastnan = nan
-#     end
-#     codes[n+1] = _path_CLOSEPOLY
-#     pypath["Path"](mat, codes)
-# end
-
 # get the marker shape
 function py_marker(marker::Symbol)
    marker == :none && return " "
@@ -204,11 +176,11 @@ end

 function labelfunc(scale::Symbol, backend::PyPlotBackend)
    if scale == :log10
-        x -> LaTeXStrings.latexstring("10^{$x}")
+        x -> PyPlot.LaTeXStrings.latexstring("10^{$x}")
    elseif scale == :log2
-        x -> LaTeXStrings.latexstring("2^{$x}")
+        x -> PyPlot.LaTeXStrings.latexstring("2^{$x}")
    elseif scale == :ln
-        x -> LaTeXStrings.latexstring("e^{$x}")
+        x -> PyPlot.LaTeXStrings.latexstring("e^{$x}")
    else
        string
    end
@@ -216,7 +188,7 @@ end

 function py_mask_nans(z)
    # pynp["ma"][:masked_invalid](z)))
-    PyCall.pycall(pynp."ma"."masked_invalid", Any, z)
+    PyPlot.PyCall.pycall(pynp."ma"."masked_invalid", Any, z)
    # pynp["ma"][:masked_where](pynp["isnan"](z),z)
 end

@@ -546,7 +518,7 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
                    label = series[:label],
                    zorder = series[:series_plotindex] + 0.5,
                    marker = py_marker(_cycle(shapes,i)),
-                    s =  py_thickness_scale(plt, _cycle(series[:markersize],i) .^ 2),
+                    s =  py_thickness_scale(plt, _cycle(series[:markersize],i)).^ 2,
                    facecolors = py_color(get_markercolor(series, i), get_markercoloralpha(series, i)),
                    edgecolors = msc,
                    linewidths = lw,
@@ -577,7 +549,7 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
                  push!(cur_y_list, _cycle(y,i))

                  push!(cur_color_list, _cycle(markercolor, i))
-                  push!(cur_scale_list, py_thickness_scale(plt, _cycle(series[:markersize],i) .^ 2))
+                  push!(cur_scale_list, py_thickness_scale(plt, _cycle(series[:markersize],i)).^ 2)

                  continue
                end
@@ -587,7 +559,7 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
                  zorder = series[:series_plotindex] + 0.5,
                  marker = prev_marker,
                  s = cur_scale_list,
-                  edgecolors = py_color(get_markerstrokecolor(series), get_markerstrokealpha(series)),  # Do we need include i?
+                  edgecolors = py_color(get_markerstrokecolor(series), get_markerstrokealpha(series)),
                  linewidths = py_thickness_scale(plt, series[:markerstrokewidth]),
                  facecolors = cur_color_list,
                  extrakw...
@@ -597,7 +569,7 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
                cur_y_list = [_cycle(y,i)]

                cur_color_list = [_cycle(markercolor, i)]
-                cur_scale_list = [py_thickness_scale(plt, _cycle(series[:markersize],i) .^ 2)]
+                cur_scale_list = [py_thickness_scale(plt, _cycle(series[:markersize],i)) .^ 2]

                prev_marker = cur_marker
            end
@@ -618,11 +590,17 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
            push!(handles, handle)
        else
            # do a normal scatter plot
+
+            # Add depthshade option for 3d plots
+            if RecipesPipeline.is3d(sp)
+                extrakw[:depthshade] = get(series[:extra_kwargs], :depthshade, false)
+            end
+
            handle = ax."scatter"(xyargs...;
                label = series[:label],
                zorder = series[:series_plotindex] + 0.5,
                marker = py_marker(series[:markershape]),
-                s = py_thickness_scale(plt, series[:markersize] .^ 2),
+                s = py_thickness_scale(plt, series[:markersize]) .^2,
                edgecolors = py_color(get_markerstrokecolor(series), get_markerstrokealpha(series)),
                linewidths = py_thickness_scale(plt, series[:markerstrokewidth]),
                extrakw...
@@ -632,14 +610,16 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
    end

    if st == :hexbin
-        handle = ax."hexbin"(x, y;
+        handle = ax."hexbin"(x, y,
            label = series[:label],
-            zorder = series[:series_plotindex],
-            gridsize = series[:bins],
+            C = series[:weights],
+            gridsize = series[:bins]==:auto ? 100 : series[:bins],  # 100 is the default value
            linewidths = py_thickness_scale(plt, series[:linewidth]),
            edgecolors = py_color(get_linecolor(series)),
+            alpha = series[:fillalpha],
            cmap = py_fillcolormap(series),  # applies to the pcolorfast object
-            extrakw...
+            zorder = series[:series_plotindex],
+            # extrakw...  # We are not supporting clims for hexbin as calculation of bins is not trivial
        )
        push!(handles, handle)
    end
@@ -672,7 +652,7 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
            extrakw...
        )
        if series[:contour_labels] == true
-            PyPlot."clabel"(handle, handle.levels)
+            ax."clabel"(handle, handle.levels)
        end
        push!(handles, handle)

@@ -813,21 +793,6 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
        push!(handles, handle)
    end

-    if st == :pie
-        handle = ax."pie"(y;
-            # colors = # a vector of colors?
-            labels = pie_labels(sp, series)
-        )[1]
-        push!(handles, handle)
-
-        # # expand extrema... get list of Wedge objects
-        # for wedge in handle
-        #     path = wedge[:get_path]()
-        #     for
-        lim = 1.1
-        expand_extrema!(sp, -lim, lim, -lim, lim)
-    end
-
    series[:serieshandle] = handles

    # # smoothing
@@ -944,7 +909,7 @@ function py_set_axis_colors(sp, ax, a::Axis)
        spine."set_color"(py_color(a[:foreground_color_border]))
    end
    axissym = Symbol(a[:letter], :axis)
-    if PyCall.hasproperty(ax, axissym)
+    if PyPlot.PyCall.hasproperty(ax, axissym)
        tickcolor = sp[:framestyle] in (:zerolines, :grid) ? py_color(plot_color(a[:foreground_color_grid], a[:gridalpha])) : py_color(a[:foreground_color_axis])
        ax."tick_params"(axis=string(a[:letter]), which="both",
                         colors=tickcolor,
@@ -1039,12 +1004,27 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
            end
            kw[:spacing] = "proportional"

-            # create and store the colorbar object (handle) and the axis that it is drawn on.
-            # note: the colorbar axis is positioned independently from the subplot axis
            fig = plt.o
-            cbax = fig."add_axes"([0.8,0.1,0.03,0.8], label = string(gensym()))
-            cb = fig."colorbar"(handle; cax = cbax, kw...)
+
+            if RecipesPipeline.is3d(sp)
+                cbax = fig."add_axes"([0.9, 0.1, 0.03, 0.8])
+                cb = fig."colorbar"(handle; cax=cbax, kw...)
+            else
+                # divider approach works only with 2d plots
+                divider = axes_grid1.make_axes_locatable(ax)
+                # width = axes_grid1.axes_size.AxesY(ax, aspect=1.0 / 3.5)
+                # pad = axes_grid1.axes_size.Fraction(0.5, width)  # Colorbar is spaced 0.5 of its size away from the ax
+                # cbax = divider.append_axes("right", size=width, pad=pad)   # This approach does not work well in subplots
+                cbax = divider.append_axes("right", size="5%", pad="2.5%")  # Reasonable value works most of the usecases
+                cb = fig."colorbar"(handle; cax=cbax, kw...)
+            end
+
            cb."set_label"(sp[:colorbar_title],size=py_thickness_scale(plt, sp[:yaxis][:guidefontsize]),family=sp[:yaxis][:guidefontfamily], color = py_color(sp[:yaxis][:guidefontcolor]))
+
+            # cb."formatter".set_useOffset(false)   # This for some reason does not work, must be a pyplot bug, instead this is a workaround:
+            cb."formatter".set_powerlimits((-Inf, Inf))
+            cb."update_ticks"()
+
            for lab in cb."ax"."yaxis"."get_ticklabels"()
                  lab."set_fontsize"(py_thickness_scale(plt, sp[:yaxis][:tickfontsize]))
                  lab."set_family"(sp[:yaxis][:tickfontfamily])
@@ -1085,7 +1065,7 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
        # axis attributes
        for letter in (:x, :y, :z)
            axissym = Symbol(letter, :axis)
-            PyCall.hasproperty(ax, axissym) || continue
+            PyPlot.PyCall.hasproperty(ax, axissym) || continue
            axis = sp[axissym]
            pyaxis = getproperty(ax, axissym)
            if axis[:mirror] && letter != :z
@@ -1118,6 +1098,10 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
            end
            pyaxis."label"."set_fontsize"(py_thickness_scale(plt, axis[:guidefontsize]))
            pyaxis."label"."set_family"(axis[:guidefontfamily])
+            
+            if (RecipesPipeline.is3d(sp))
+                pyaxis."set_rotate_label"(false)
+            end

            if (letter == :y && !RecipesPipeline.is3d(sp))
                pyaxis."label"."set_rotation"(axis[:guidefontrotation] + 90)
@@ -1252,7 +1236,7 @@ function _update_min_padding!(sp::Subplot{PyPlotBackend})
    # optionally add the width of colorbar labels and colorbar to rightpad
    if haskey(sp.attr, :cbar_ax)
        bb = py_bbox(sp.attr[:cbar_handle]."ax"."get_yticklabels"())
-        sp.attr[:cbar_width] = _cbar_width + width(bb) + 2.3mm + (sp[:colorbar_title] == "" ? 0px : 30px)
+        sp.attr[:cbar_width] = _cbar_width + width(bb) + (sp[:colorbar_title] == "" ? 0px : 30px)
        rightpad = rightpad + sp.attr[:cbar_width]
    end

@@ -1293,43 +1277,44 @@ end

 # -----------------------------------------------------------------

-const _pyplot_legend_pos = KW(
-    :right => "right",
-    :left => "center left",
-    :top => "upper center",
-    :bottom => "lower center",
-    :bottomleft => "lower left",
-    :bottomright => "lower right",
-    :topright => "upper right",
-    :topleft => "upper left"
-  )
-
-const _pyplot_legend_pos_outer = KW(
-    :outerright => "center left",
-    :outerleft => "right",
-    :outertop => "lower center",
-    :outerbottom => "upper center",
-    :outerbottomleft => "lower right",
-    :outerbottomright => "lower left",
-    :outertopright => "upper left",
-    :outertopleft => "upper right"
+py_legend_pos(pos::Symbol) = get(
+    (
+        right = "right",
+        left = "center left",
+        top = "upper center",
+        bottom = "lower center",
+        bottomleft = "lower left",
+        bottomright = "lower right",
+        topright = "upper right",
+        topleft = "upper left",
+        outerright = "center left",
+        outerleft = "right",
+        outertop = "lower center",
+        outerbottom = "upper center",
+        outerbottomleft = "lower right",
+        outerbottomright = "lower left",
+        outertopright = "upper left",
+        outertopleft = "upper right",
+    ),
+    pos,
+    "best",
 )
-
-py_legend_pos(pos::Symbol) = get(_pyplot_legend_pos, pos, get(_pyplot_legend_pos_outer, pos, "best"))
 py_legend_pos(pos) = "lower left"

-const _pyplot_legend_bbox_outer = KW(
-    :outerright => (1.0, 0.5, 0.0, 0.0),
-    :outerleft => (-0.15, 0.5, 0.0, 0.0),
-    :outertop => (0.5, 1.0, 0.0, 0.0),
-    :outerbottom => (0.5, -0.15, 0.0, 0.0),
-    :outerbottomleft => (-0.15, 0.0, 0.0, 0.0),
-    :outerbottomright => (1.0, 0.0, 0.0, 0.0),
-    :outertopright => (1.0, 1.0, 0.0, 0.0),
-    :outertopleft => (-0.15, 1.0, 0.0, 0.0)
+py_legend_bbox(pos::Symbol) = get(
+    (
+        outerright = (1.0, 0.5, 0.0, 0.0),
+        outerleft = (-0.15, 0.5, 0.0, 0.0),
+        outertop = (0.5, 1.0, 0.0, 0.0),
+        outerbottom = (0.5, -0.15, 0.0, 0.0),
+        outerbottomleft = (-0.15, 0.0, 0.0, 0.0),
+        outerbottomright = (1.0, 0.0, 0.0, 0.0),
+        outertopright = (1.0, 1.0, 0.0, 0.0),
+        outertopleft = (-0.15, 1.0, 0.0, 0.0),
+    ),
+    pos,
+    (0.0, 0.0, 1.0, 1.0),
 )
-
-py_legend_bbox(pos::Symbol) = get(_pyplot_legend_bbox_outer, pos, (0.0, 0.0, 1.0, 1.0))
 py_legend_bbox(pos) = pos

 function py_add_legend(plt::Plot, sp::Subplot, ax)
@@ -1350,16 +1335,17 @@ function py_add_legend(plt::Plot, sp::Subplot, ax)
                            linewidth = py_thickness_scale(plt, clamp(get_linewidth(series), 0, 5)),
                            linestyle = py_linestyle(series[:seriestype], get_linestyle(series))
                        )
-                    elseif series[:seriestype] in (:path, :straightline, :scatter)
+                    elseif series[:seriestype] in (:path, :straightline, :scatter, :steppre, :steppost)
+                        hasline = get_linewidth(series) > 0
                        PyPlot.plt."Line2D"((0,1),(0,0),
                            color = py_color(single_color(get_linecolor(series, clims)), get_linealpha(series)),
-                            linewidth = py_thickness_scale(plt, clamp(get_linewidth(series), 0, 5)),
+                            linewidth = py_thickness_scale(plt, hasline * sp[:legendfontsize] / 8),
                            linestyle = py_linestyle(:path, get_linestyle(series)),
                            marker = py_marker(_cycle(series[:markershape], 1)),
-                            # markersize = py_thickness_scale(plt, series[:markersize]), # In case we decide that markersize needs to be scaled in the legend too
+                            markersize = py_thickness_scale(plt, 0.8 * sp[:legendfontsize]),
                            markeredgecolor = py_color(single_color(get_markerstrokecolor(series)), get_markerstrokealpha(series)),
                            markerfacecolor = py_color(single_color(get_markercolor(series, clims)), get_markeralpha(series)),
-                            markeredgewidth = py_thickness_scale(plt, series[:markerstrokewidth])
+                            markeredgewidth = py_thickness_scale(plt, 0.8 * get_markerstrokewidth(series) * sp[:legendfontsize] / first(series[:markersize]))   # retain the markersize/markerstroke ratio from the markers on the plot
                        )
                    else
                        series[:serieshandle][1]
@@ -1411,13 +1397,10 @@ function _update_plot_object(plt::Plot{PyPlotBackend})
        pcts = bbox_to_pcts(sp.plotarea, figw, figh)
        ax."set_position"(pcts)

-        # set the cbar position if there is one
-        if haskey(sp.attr, :cbar_ax)
+        if haskey(sp.attr, :cbar_ax) && RecipesPipeline.is3d(sp)   # 2D plots are completely handled by axis dividers
            cbw = sp.attr[:cbar_width]
            # this is the bounding box of just the colors of the colorbar (not labels)
-            ex = sp[:zaxis][:extrema]
-            has_toplabel = !(1e-7 < max(abs(ex.emax), abs(ex.emin)) < 1e7)
-            cb_bbox = BoundingBox(right(sp.bbox)-cbw+1mm, top(sp.bbox) +  (has_toplabel ? 4mm : 2mm), _cbar_width-1mm, height(sp.bbox) - (has_toplabel ? 6mm : 4mm))
+            cb_bbox = BoundingBox(right(sp.bbox)-cbw - 2mm, top(sp.bbox) + 2mm, _cbar_width-1mm, height(sp.bbox) -  4mm)
            pcts = bbox_to_pcts(cb_bbox, figw, figh)
            sp.attr[:cbar_ax]."set_position"(pcts)
        end
@@ -1431,8 +1414,7 @@ end
 _display(plt::Plot{PyPlotBackend}) = plt.o."show"()


-
-const _pyplot_mimeformats = Dict(
+for (mime, fmt) in (
    "application/eps"         => "eps",
    "image/eps"               => "eps",
    "application/pdf"         => "pdf",
@@ -1441,9 +1423,6 @@ const _pyplot_mimeformats = Dict(
    "image/svg+xml"           => "svg",
    "application/x-tex"       => "pgf"
 )
-
-
-for (mime, fmt) in _pyplot_mimeformats
    @eval function _show(io::IO, ::MIME{Symbol($mime)}, plt::Plot{PyPlotBackend})
        fig = plt.o
        fig."canvas"."print_figure"(
@@ -7,15 +7,13 @@ warn_on_unsupported_args(::UnicodePlotsBackend, plotattributes::KW) = nothing

 # --------------------------------------------------------------------------------------

-const _canvas_type = Ref(:auto)
-
 function _canvas_map()
-    KW(
-        :braille => UnicodePlots.BrailleCanvas,
-        :ascii => UnicodePlots.AsciiCanvas,
-        :block => UnicodePlots.BlockCanvas,
-        :dot => UnicodePlots.DotCanvas,
-        :density => UnicodePlots.DensityCanvas,
+    (
+        braille = UnicodePlots.BrailleCanvas,
+        ascii = UnicodePlots.AsciiCanvas,
+        block = UnicodePlots.BlockCanvas,
+        dot = UnicodePlots.DotCanvas,
+        density = UnicodePlots.DensityCanvas,
    )
 end

@@ -998,14 +998,11 @@ _backend_skips = Dict(
        6, # images
        10, # histogram2d
        16, # pgfplots thinks the upper panel is too small
-        22, # contourf
-        23, # pie
        25, # @df
        30, # @df
        31, # animation
        32, # spy
        38, # histogram2d
-        45, # wireframe
    ],
 )

@@ -39,7 +39,7 @@ function __init__()
    end

    @require PGFPlots = "3b7a836e-365b-5785-a47d-02c71176b4aa" begin
-        fn = joinpath(@__DIR__, "backends", "pgfplots.jl")
+        fn = joinpath(@__DIR__, "backends", "deprecated", "pgfplots.jl")
        include(fn)
        @require Revise = "295af30f-e4ad-537b-8983-00126c2a3abe" Revise.track(Plots, fn)
    end
@@ -155,8 +155,23 @@ RecipesPipeline.type_alias(plt::Plot) = get(_typeAliases, st, st)
 function RecipesPipeline.plot_setup!(plt::Plot, plotattributes, kw_list)
    _plot_setup(plt, plotattributes, kw_list)
    _subplot_setup(plt, plotattributes, kw_list)
+    return nothing
 end

+function RecipesPipeline.process_sliced_series_attributes!(plt::Plots.Plot, kw_list)
+    # swap errors
+    err_inds = findall(kw -> get(kw, :seriestype, :path) in (:xerror, :yerror, :zerror), kw_list)
+    for ind in err_inds
+        if get(kw_list[ind-1],:seriestype,:path) == :scatter
+            tmp = copy(kw_list[ind])
+            kw_list[ind] = copy(kw_list[ind-1])
+            kw_list[ind-1] = tmp
+        end
+    end
+    return nothing
+end
+
+
 # TODO: Should some of this logic be moved to RecipesPipeline?
 function _plot_setup(plt::Plot, plotattributes::AKW, kw_list::Vector{KW})
    # merge in anything meant for the Plot
@@ -274,6 +289,7 @@ function RecipesPipeline.slice_series_attributes!(plt::Plot, kw_list, kw)
    # in series attributes given as vector with one element per series,
    # select the value for current series
    _slice_series_args!(kw, plt, sp, series_idx(kw_list, kw))
+    return nothing
 end

 RecipesPipeline.series_defaults(plt::Plot) = _series_defaults # in args.jl
@@ -330,7 +346,7 @@ function _expand_subplot_extrema(sp::Subplot, plotattributes::AKW, st::Symbol)
        ymin, ymax = ignorenan_extrema(plotattributes[:y])
        expand_extrema!(sp[:xaxis], (xmin, xmax))
        expand_extrema!(sp[:yaxis], (ymin, ymax))
-    elseif !(st in (:pie, :histogram, :bins2d, :histogram2d))
+    elseif !(st in (:histogram, :bins2d, :histogram2d))
        expand_extrema!(sp, plotattributes)
    end
    # expand for zerolines (axes through origin)
@@ -341,7 +357,20 @@ function _expand_subplot_extrema(sp::Subplot, plotattributes::AKW, st::Symbol)
 end

 function _add_the_series(plt, sp, plotattributes)
-    warn_on_unsupported_args(plt.backend, plotattributes)
+    extra_kwargs = warn_on_unsupported_args(plt.backend, plotattributes)
+    if (kw = plt[:extra_kwargs]) isa AbstractDict
+        plt[:extra_plot_kwargs] = get(kw,:plot,KW())
+        sp[:extra_kwargs] = get(kw,:subplot, KW())
+        plotattributes[:extra_kwargs] = get(kw,:series,KW())
+    elseif plt[:extra_kwargs] == :plot
+        plt[:extra_plot_kwargs] = extra_kwargs
+    elseif plt[:extra_kwargs] == :subplot
+        sp[:extra_kwargs] = extra_kwargs
+    elseif plt[:extra_kwargs] == :series
+        plotattributes[:extra_kwargs] = extra_kwargs
+    else
+        ArgumentError("Unsupported type for extra keyword arguments")
+    end
    warn_on_unsupported(plt.backend, plotattributes)
    series = Series(plotattributes)
    push!(plt.series_list, series)
@@ -3,48 +3,24 @@ function _precompile_()
    isdefined(Plots, Symbol("#@layout")) && precompile(Tuple{getfield(Plots, Symbol("#@layout")), LineNumberNode, Module, Expr})
    isdefined(Plots, Symbol("#_make_hist##kw")) && precompile(Tuple{getfield(Plots, Symbol("#_make_hist##kw")), NamedTuple{(:normed, :weights), Tuple{Bool, Array{Int64, 1}}}, typeof(Plots._make_hist), Tuple{Array{Float64, 1}}, Symbol})
    isdefined(Plots, Symbol("#_make_hist##kw")) && precompile(Tuple{getfield(Plots, Symbol("#_make_hist##kw")), NamedTuple{(:normed, :weights), Tuple{Bool, Nothing}}, typeof(Plots._make_hist), Tuple{Array{Float64, 1}, Array{Float64, 1}}, Int64})
-    isdefined(Plots, Symbol("#_make_hist##kw")) && precompile(Tuple{getfield(Plots, Symbol("#_make_hist##kw")), NamedTuple{(:normed, :weights), Tuple{Bool, Nothing}}, typeof(Plots._make_hist), Tuple{Array{Float64, 1}, Array{Float64, 1}}, Int64})
    isdefined(Plots, Symbol("#_make_hist##kw")) && precompile(Tuple{getfield(Plots, Symbol("#_make_hist##kw")), NamedTuple{(:normed, :weights), Tuple{Bool, Nothing}}, typeof(Plots._make_hist), Tuple{Array{Float64, 1}, Array{Float64, 1}}, Tuple{Int64, Int64}})
    isdefined(Plots, Symbol("#_make_hist##kw")) && precompile(Tuple{getfield(Plots, Symbol("#_make_hist##kw")), NamedTuple{(:normed, :weights), Tuple{Bool, Nothing}}, typeof(Plots._make_hist), Tuple{Array{Float64, 1}}, Symbol})
-    isdefined(Plots, Symbol("#_make_hist##kw")) && precompile(Tuple{getfield(Plots, Symbol("#_make_hist##kw")), NamedTuple{(:normed, :weights), Tuple{Bool, Nothing}}, typeof(Plots._make_hist), Tuple{Array{Float64, 1}}, Symbol})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:flip,), Tuple{Bool}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:flip,), Tuple{Bool}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:formatter,), Tuple{Symbol}}, typeof(Plots.attr!), Plots.Axis})
    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:formatter,), Tuple{Symbol}}, typeof(Plots.attr!), Plots.Axis})
    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:formatter,), Tuple{typeof(RecipesPipeline.datetimeformatter)}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:formatter,), Tuple{typeof(RecipesPipeline.datetimeformatter)}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:grid, :lims), Tuple{Bool, Tuple{Int64, Int64}}}, typeof(Plots.attr!), Plots.Axis})
    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:grid, :lims), Tuple{Bool, Tuple{Int64, Int64}}}, typeof(Plots.attr!), Plots.Axis})
    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:grid, :lims, :flip), Tuple{Bool, Tuple{Int64, Int64}, Bool}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:grid, :lims, :flip), Tuple{Bool, Tuple{Int64, Int64}, Bool}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:grid, :ticks), Tuple{Bool, Nothing}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:grid, :ticks), Tuple{Bool, Nothing}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:grid,), Tuple{Bool}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:grid,), Tuple{Bool}}, typeof(Plots.attr!), Plots.Axis})
    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:grid,), Tuple{Bool}}, typeof(Plots.attr!), Plots.Axis})
    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:gridlinewidth, :grid, :gridalpha, :gridstyle, :foreground_color_grid), Tuple{Int64, Bool, Float64, Symbol, ColorTypes.RGBA{Float64}}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:gridlinewidth, :grid, :gridalpha, :gridstyle, :foreground_color_grid), Tuple{Int64, Bool, Float64, Symbol, ColorTypes.RGBA{Float64}}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:guide,), Tuple{String}}, typeof(Plots.attr!), Plots.Axis})
    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:guide,), Tuple{String}}, typeof(Plots.attr!), Plots.Axis})
    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:lims, :flip, :ticks, :guide), Tuple{Tuple{Int64, Int64}, Bool, Base.StepRange{Int64, Int64}, String}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:lims, :flip, :ticks, :guide), Tuple{Tuple{Int64, Int64}, Bool, Base.StepRange{Int64, Int64}, String}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:lims,), Tuple{Tuple{Float64, Float64}}}, typeof(Plots.attr!), Plots.Axis})
    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:lims,), Tuple{Tuple{Float64, Float64}}}, typeof(Plots.attr!), Plots.Axis})
    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:lims,), Tuple{Tuple{Int64, Float64}}}, typeof(Plots.attr!), Plots.Axis})
    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:lims,), Tuple{Tuple{Int64, Int64}}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:lims,), Tuple{Tuple{Int64, Int64}}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:lims,), Tuple{Tuple{Int64, Int64}}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:rotation,), Tuple{Int64}}, typeof(Plots.attr!), Plots.Axis})
    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:rotation,), Tuple{Int64}}, typeof(Plots.attr!), Plots.Axis})
    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:scale, :guide), Tuple{Symbol, String}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:scale, :guide), Tuple{Symbol, String}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:ticks,), Tuple{Base.UnitRange{Int64}}}, typeof(Plots.attr!), Plots.Axis})
    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:ticks,), Tuple{Base.UnitRange{Int64}}}, typeof(Plots.attr!), Plots.Axis})
    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:ticks,), Tuple{Nothing}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:ticks,), Tuple{Nothing}}, typeof(Plots.attr!), Plots.Axis})
    isdefined(Plots, Symbol("#contour##kw")) && precompile(Tuple{getfield(Plots, Symbol("#contour##kw")), NamedTuple{(:fill,), Tuple{Bool}}, typeof(Plots.contour), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Int})
-    isdefined(Plots, Symbol("#contour##kw")) && precompile(Tuple{getfield(Plots, Symbol("#contour##kw")), NamedTuple{(:fill,), Tuple{Bool}}, typeof(Plots.contour), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Int})
-    isdefined(Plots, Symbol("#default##kw")) && precompile(Tuple{getfield(Plots, Symbol("#default##kw")), NamedTuple{(:titlefont, :legendfontsize, :guidefont, :tickfont, :guide, :framestyle, :yminorgrid), Tuple{Tuple{Int64, String}, Int64, Tuple{Int64, Symbol}, Tuple{Int64, Symbol}, String, Symbol, Bool}}, typeof(Plots.default)})
    isdefined(Plots, Symbol("#default##kw")) && precompile(Tuple{getfield(Plots, Symbol("#default##kw")), NamedTuple{(:titlefont, :legendfontsize, :guidefont, :tickfont, :guide, :framestyle, :yminorgrid), Tuple{Tuple{Int64, String}, Int64, Tuple{Int64, Symbol}, Tuple{Int64, Symbol}, String, Symbol, Bool}}, typeof(Plots.default)})
    isdefined(Plots, Symbol("#gr_polyline##kw")) && precompile(Tuple{getfield(Plots, Symbol("#gr_polyline##kw")), NamedTuple{(:arrowside, :arrowstyle), Tuple{Symbol, Symbol}}, typeof(Plots.gr_polyline), Array{Float64, 1}, Array{Float64, 1}})
    isdefined(Plots, Symbol("#gr_polyline##kw")) && precompile(Tuple{getfield(Plots, Symbol("#gr_polyline##kw")), NamedTuple{(:arrowside, :arrowstyle), Tuple{Symbol, Symbol}}, typeof(Plots.gr_polyline), Array{Int64, 1}, Array{Float64, 1}})
@@ -53,56 +29,35 @@ function _precompile_()
    isdefined(Plots, Symbol("#gr_polyline##kw")) && precompile(Tuple{getfield(Plots, Symbol("#gr_polyline##kw")), NamedTuple{(:arrowside, :arrowstyle), Tuple{Symbol, Symbol}}, typeof(Plots.gr_polyline), Base.UnitRange{Int64}, Array{Float64, 1}})
    isdefined(Plots, Symbol("#gr_polyline##kw")) && precompile(Tuple{getfield(Plots, Symbol("#gr_polyline##kw")), NamedTuple{(:arrowside, :arrowstyle), Tuple{Symbol, Symbol}}, typeof(Plots.gr_polyline), Base.UnitRange{Int64}, Base.UnitRange{Int64}})
    isdefined(Plots, Symbol("#gr_set_font##kw")) && precompile(Tuple{getfield(Plots, Symbol("#gr_set_font##kw")), NamedTuple{(:halign, :valign, :rotation), Tuple{Symbol, Symbol, Int64}}, typeof(Plots.gr_set_font), Plots.Font})
-    isdefined(Plots, Symbol("#gr_set_font##kw")) && precompile(Tuple{getfield(Plots, Symbol("#gr_set_font##kw")), NamedTuple{(:halign, :valign, :rotation), Tuple{Symbol, Symbol, Int64}}, typeof(Plots.gr_set_font), Plots.Font})
    isdefined(Plots, Symbol("#gr_set_font##kw")) && precompile(Tuple{getfield(Plots, Symbol("#gr_set_font##kw")), NamedTuple{(:halign, :valign, :rotation, :color), Tuple{Symbol, Symbol, Int64, ColorTypes.RGBA{Float64}}}, typeof(Plots.gr_set_font), Plots.Font})
    isdefined(Plots, Symbol("#heatmap##kw")) && precompile(Tuple{getfield(Plots, Symbol("#heatmap##kw")), NamedTuple{(:aspect_ratio,), Tuple{Int64}}, typeof(Plots.heatmap), Array{String, 1}, Int})
-    isdefined(Plots, Symbol("#heatmap##kw")) && precompile(Tuple{getfield(Plots, Symbol("#heatmap##kw")), NamedTuple{(:aspect_ratio,), Tuple{Int64}}, typeof(Plots.heatmap), Array{String, 1}, Int})
-    isdefined(Plots, Symbol("#histogram##kw")) && precompile(Tuple{getfield(Plots, Symbol("#histogram##kw")), NamedTuple{(:bins, :weights), Tuple{Symbol, Array{Int64, 1}}}, typeof(Plots.histogram), Array{Float64, 1}})
    isdefined(Plots, Symbol("#histogram##kw")) && precompile(Tuple{getfield(Plots, Symbol("#histogram##kw")), NamedTuple{(:bins, :weights), Tuple{Symbol, Array{Int64, 1}}}, typeof(Plots.histogram), Array{Float64, 1}})
    isdefined(Plots, Symbol("#histogram2d##kw")) && precompile(Tuple{getfield(Plots, Symbol("#histogram2d##kw")), NamedTuple{(:nbins, :show_empty_bins, :normed, :aspect_ratio), Tuple{Tuple{Int64, Int64}, Bool, Bool, Int64}}, typeof(Plots.histogram2d), Array{Base.Complex{Float64}, 1}})
-    isdefined(Plots, Symbol("#histogram2d##kw")) && precompile(Tuple{getfield(Plots, Symbol("#histogram2d##kw")), NamedTuple{(:nbins, :show_empty_bins, :normed, :aspect_ratio), Tuple{Tuple{Int64, Int64}, Bool, Bool, Int64}}, typeof(Plots.histogram2d), Array{Base.Complex{Float64}, 1}})
-    isdefined(Plots, Symbol("#histogram2d##kw")) && precompile(Tuple{getfield(Plots, Symbol("#histogram2d##kw")), NamedTuple{(:nbins,), Tuple{Int64}}, typeof(Plots.histogram2d), Array{Float64, 1}, Array{Float64, 1}})
    isdefined(Plots, Symbol("#histogram2d##kw")) && precompile(Tuple{getfield(Plots, Symbol("#histogram2d##kw")), NamedTuple{(:nbins,), Tuple{Int64}}, typeof(Plots.histogram2d), Array{Float64, 1}, Array{Float64, 1}})
    isdefined(Plots, Symbol("#hline!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#hline!##kw")), NamedTuple{(:line,), Tuple{Tuple{Int64, Symbol, Float64, Array{Symbol, 2}}}}, typeof(Plots.hline!), Array{Float64, 2}})
-    isdefined(Plots, Symbol("#hline!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#hline!##kw")), NamedTuple{(:line,), Tuple{Tuple{Int64, Symbol, Float64, Array{Symbol, 2}}}}, typeof(Plots.hline!), Array{Float64, 2}})
    isdefined(Plots, Symbol("#lens!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#lens!##kw")), NamedTuple{(:inset,), Tuple{Tuple{Int64, Measures.BoundingBox{Tuple{Measures.Length{:w, Float64}, Measures.Length{:h, Float64}}, Tuple{Measures.Length{:w, Float64}, Measures.Length{:h, Float64}}}}}}, typeof(Plots.lens!), Array{Int64, 1}, Int})
-    isdefined(Plots, Symbol("#lens!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#lens!##kw")), NamedTuple{(:inset,), Tuple{Tuple{Int64, Measures.BoundingBox{Tuple{Measures.Length{:w, Float64}, Measures.Length{:h, Float64}}, Tuple{Measures.Length{:w, Float64}, Measures.Length{:h, Float64}}}}}}, typeof(Plots.lens!), Array{Int64, 1}, Int})
-    isdefined(Plots, Symbol("#pie##kw")) && precompile(Tuple{getfield(Plots, Symbol("#pie##kw")), NamedTuple{(:title, :l), Tuple{String, Float64}}, typeof(Plots.pie), Array{String, 1}, Int})
    isdefined(Plots, Symbol("#pie##kw")) && precompile(Tuple{getfield(Plots, Symbol("#pie##kw")), NamedTuple{(:title, :l), Tuple{String, Float64}}, typeof(Plots.pie), Array{String, 1}, Int})
    isdefined(Plots, Symbol("#plotly_annotation_dict##kw")) && precompile(Tuple{getfield(Plots, Symbol("#plotly_annotation_dict##kw")), NamedTuple{(:xref, :yref), Tuple{String, String}}, typeof(Plots.plotly_annotation_dict), Float64, Float64, Plots.PlotText})
    isdefined(Plots, Symbol("#plotly_annotation_dict##kw")) && precompile(Tuple{getfield(Plots, Symbol("#plotly_annotation_dict##kw")), NamedTuple{(:xref, :yref), Tuple{String, String}}, typeof(Plots.plotly_annotation_dict), Float64, Float64, String})
    isdefined(Plots, Symbol("#plotly_annotation_dict##kw")) && precompile(Tuple{getfield(Plots, Symbol("#plotly_annotation_dict##kw")), NamedTuple{(:xref, :yref), Tuple{String, String}}, typeof(Plots.plotly_annotation_dict), Int64, Float64, Plots.PlotText})
    isdefined(Plots, Symbol("#plotly_annotation_dict##kw")) && precompile(Tuple{getfield(Plots, Symbol("#plotly_annotation_dict##kw")), NamedTuple{(:xref, :yref), Tuple{String, String}}, typeof(Plots.plotly_annotation_dict), Int64, Float64, String})
    isdefined(Plots, Symbol("#portfoliocomposition##kw")) && precompile(Tuple{getfield(Plots, Symbol("#portfoliocomposition##kw")), NamedTuple{(:labels,), Tuple{Array{String, 2}}}, typeof(Plots.portfoliocomposition), Array{Float64, 2}, Int})
-    isdefined(Plots, Symbol("#portfoliocomposition##kw")) && precompile(Tuple{getfield(Plots, Symbol("#portfoliocomposition##kw")), NamedTuple{(:labels,), Tuple{Array{String, 2}}}, typeof(Plots.portfoliocomposition), Array{Float64, 2}, Int})
-    isdefined(Plots, Symbol("#scatter!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#scatter!##kw")), NamedTuple{(:marker, :series_annotations), Tuple{Tuple{Int64, Float64, Symbol}, Array{Any, 1}}}, typeof(Plots.scatter!), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Int})
    isdefined(Plots, Symbol("#scatter!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#scatter!##kw")), NamedTuple{(:marker, :series_annotations), Tuple{Tuple{Int64, Float64, Symbol}, Array{Any, 1}}}, typeof(Plots.scatter!), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Int})
    isdefined(Plots, Symbol("#scatter!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#scatter!##kw")), NamedTuple{(:markersize, :c), Tuple{Int64, Symbol}}, typeof(Plots.scatter!), Array{Float64, 1}})
-    isdefined(Plots, Symbol("#scatter!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#scatter!##kw")), NamedTuple{(:markersize, :c), Tuple{Int64, Symbol}}, typeof(Plots.scatter!), Array{Float64, 1}})
-    isdefined(Plots, Symbol("#scatter!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#scatter!##kw")), NamedTuple{(:zcolor, :m, :ms, :lab), Tuple{Array{Float64, 1}, Tuple{Symbol, Float64, Plots.Stroke}, Array{Float64, 1}, String}}, typeof(Plots.scatter!), Array{Float64, 1}})
    isdefined(Plots, Symbol("#scatter!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#scatter!##kw")), NamedTuple{(:zcolor, :m, :ms, :lab), Tuple{Array{Float64, 1}, Tuple{Symbol, Float64, Plots.Stroke}, Array{Float64, 1}, String}}, typeof(Plots.scatter!), Array{Float64, 1}})
    isdefined(Plots, Symbol("#scatter##kw")) && precompile(Tuple{getfield(Plots, Symbol("#scatter##kw")), NamedTuple{(:framestyle, :title, :color, :layout, :label, :markerstrokewidth, :ticks), Tuple{Array{Symbol, 2}, Array{String, 2}, Base.ReshapedArray{Int64, 2, Base.UnitRange{Int64}, Tuple{}}, Int64, String, Int64, Base.UnitRange{Int64}}}, typeof(Plots.scatter), Array{Array{Float64, 1}, 1}, Array{Array{Float64, 1}, 1}})
-    isdefined(Plots, Symbol("#scatter##kw")) && precompile(Tuple{getfield(Plots, Symbol("#scatter##kw")), NamedTuple{(:framestyle, :title, :color, :layout, :label, :markerstrokewidth, :ticks), Tuple{Array{Symbol, 2}, Array{String, 2}, Base.ReshapedArray{Int64, 2, Base.UnitRange{Int64}, Tuple{}}, Int64, String, Int64, Base.UnitRange{Int64}}}, typeof(Plots.scatter), Array{Array{Float64, 1}, 1}, Array{Array{Float64, 1}, 1}})
    isdefined(Plots, Symbol("#scatter##kw")) && precompile(Tuple{getfield(Plots, Symbol("#scatter##kw")), NamedTuple{(:m, :lab, :bg, :xlim, :ylim), Tuple{Tuple{Int64, Symbol}, Array{String, 2}, Symbol, Tuple{Int64, Int64}, Tuple{Int64, Int64}}}, typeof(Plots.scatter), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Int})
-    isdefined(Plots, Symbol("#scatter##kw")) && precompile(Tuple{getfield(Plots, Symbol("#scatter##kw")), NamedTuple{(:m, :lab, :bg, :xlim, :ylim), Tuple{Tuple{Int64, Symbol}, Array{String, 2}, Symbol, Tuple{Int64, Int64}, Tuple{Int64, Int64}}}, typeof(Plots.scatter), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Int})
-    isdefined(Plots, Symbol("#scatter##kw")) && precompile(Tuple{getfield(Plots, Symbol("#scatter##kw")), NamedTuple{(:marker_z, :color, :legend), Tuple{typeof(Base.:+), Symbol, Bool}}, typeof(Plots.scatter), Array{Float64, 1}, Array{Float64, 1}})
    isdefined(Plots, Symbol("#scatter##kw")) && precompile(Tuple{getfield(Plots, Symbol("#scatter##kw")), NamedTuple{(:marker_z, :color, :legend), Tuple{typeof(Base.:+), Symbol, Bool}}, typeof(Plots.scatter), Array{Float64, 1}, Array{Float64, 1}})
    isdefined(Plots, Symbol("#standalone_html##kw")) && precompile(Tuple{getfield(Plots, Symbol("#standalone_html##kw")), NamedTuple{(:title,), Tuple{String}}, typeof(Plots.standalone_html), Plots.Plot{Plots.PlotlyBackend}})
    isdefined(Plots, Symbol("#test_examples##kw")) && precompile(Tuple{getfield(Plots, Symbol("#test_examples##kw")), NamedTuple{(:skip,), Tuple{Array{Int64, 1}}}, typeof(Plots.test_examples), Symbol})
    precompile(Tuple{typeof(Plots.__init__)})
    precompile(Tuple{typeof(Plots._add_errorbar_kw), Array{Base.Dict{Symbol, Any}, 1}, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots._add_errorbar_kw), Array{Base.Dict{Symbol, Any}, 1}, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots._add_markershape), Base.Dict{Symbol, Any}})
    precompile(Tuple{typeof(Plots._add_markershape), Base.Dict{Symbol, Any}})
    precompile(Tuple{typeof(Plots._add_smooth_kw), Array{Base.Dict{Symbol, Any}, 1}, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots._add_smooth_kw), Array{Base.Dict{Symbol, Any}, 1}, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots._add_smooth_kw), Array{Base.Dict{Symbol, Any}, 1}, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots._add_the_series), Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots._add_the_series), Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots._add_the_series), Plots.Plot{Plots.PlotlyBackend}, Plots.Subplot{Plots.PlotlyBackend}, RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots._as_gradient), PlotUtils.ContinuousColorGradient})
    precompile(Tuple{typeof(Plots._backend_instance), Symbol})
-    precompile(Tuple{typeof(Plots._backend_instance), Symbol})
    precompile(Tuple{typeof(Plots._bin_centers), Array{Float64, 1}})
    precompile(Tuple{typeof(Plots._binbarlike_baseline), Float64, Symbol})
    precompile(Tuple{typeof(Plots._cbar_unique), Array{Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, 1}, String})
@@ -130,33 +85,25 @@ function _precompile_()
    precompile(Tuple{typeof(Plots._cycle), Nothing, Base.UnitRange{Int64}})
    precompile(Tuple{typeof(Plots._cycle), Nothing, Int64})
    precompile(Tuple{typeof(Plots._cycle), PlotUtils.ColorPalette, Int64})
+    precompile(Tuple{typeof(Plots._cycle), PlotUtils.ContinuousColorGradient, Int64})
    precompile(Tuple{typeof(Plots._cycle), Plots.Shape, Int64})
    precompile(Tuple{typeof(Plots._cycle), Plots.Subplot{Plots.GRBackend}, Int64})
    precompile(Tuple{typeof(Plots._cycle), Plots.Subplot{Plots.PlotlyBackend}, Int64})
    precompile(Tuple{typeof(Plots._cycle), Symbol, Int64})
    precompile(Tuple{typeof(Plots._display), Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots._display), Plots.Plot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots._do_plot_show), Plots.Plot{Plots.GRBackend}, Bool})
-    precompile(Tuple{typeof(Plots._do_plot_show), Plots.Plot{Plots.GRBackend}, Bool})
-    precompile(Tuple{typeof(Plots._do_plot_show), Plots.Plot{Plots.GRBackend}, Symbol})
-    precompile(Tuple{typeof(Plots._do_plot_show), Plots.Plot{Plots.GRBackend}, Symbol})
    precompile(Tuple{typeof(Plots._do_plot_show), Plots.Plot{Plots.GRBackend}, Symbol})
    precompile(Tuple{typeof(Plots._do_plot_show), Plots.Plot{Plots.PlotlyBackend}, Bool})
    precompile(Tuple{typeof(Plots._expand_subplot_extrema), Plots.Subplot{Plots.GRBackend}, RecipesPipeline.DefaultsDict, Symbol})
-    precompile(Tuple{typeof(Plots._expand_subplot_extrema), Plots.Subplot{Plots.GRBackend}, RecipesPipeline.DefaultsDict, Symbol})
    precompile(Tuple{typeof(Plots._expand_subplot_extrema), Plots.Subplot{Plots.PlotlyBackend}, RecipesPipeline.DefaultsDict, Symbol})
    precompile(Tuple{typeof(Plots._heatmap_edges), Array{Float64, 1}, Bool})
    precompile(Tuple{typeof(Plots._hist_edge), Tuple{Array{Float64, 1}}, Int64, Symbol})
-    precompile(Tuple{typeof(Plots._hist_edge), Tuple{Array{Float64, 1}}, Int64, Symbol})
    precompile(Tuple{typeof(Plots._hist_edges), Tuple{Array{Float64, 1}, Array{Float64, 1}}, Int64})
    precompile(Tuple{typeof(Plots._hist_edges), Tuple{Array{Float64, 1}, Array{Float64, 1}}, Tuple{Int64, Int64}})
    precompile(Tuple{typeof(Plots._hist_edges), Tuple{Array{Float64, 1}}, Symbol})
    precompile(Tuple{typeof(Plots._initialize_backend), Plots.PlotlyBackend})
    precompile(Tuple{typeof(Plots._override_seriestype_check), RecipesPipeline.DefaultsDict, Symbol})
-    precompile(Tuple{typeof(Plots._override_seriestype_check), RecipesPipeline.DefaultsDict, Symbol})
    precompile(Tuple{typeof(Plots._pick_default_backend)})
-    precompile(Tuple{typeof(Plots._pick_default_backend)})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{AbstractArray{Float64, 1}, 1}}})
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Array{Float64, 1}, 1}, Array{Array{Float64, 1}, 1}}})
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Array{T, 1} where T, 1}, Array{Float64, 2}}})
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Array{T, 1} where T, 1}}})
@@ -164,12 +111,7 @@ function _precompile_()
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Dates.DateTime, 1}, Base.UnitRange{Int64}, Array{Float64, 2}}})
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Float64, 1}, Array{Float64, 1}, Base.UnitRange{Int64}}})
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Float64, 1}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Float64, 1}, Array{Float64, 1}}})
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Float64, 2}}})
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Float64, 2}}})
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Function, 1}, Array{Float64, 1}}})
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Function, 1}, Float64, Float64}})
@@ -182,7 +124,6 @@ function _precompile_()
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Tuple{Int64, Real}, 1}}})
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Union{Base.Missing, Int64}, 1}}})
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 1}}})
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 2}}})
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 2}}})
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Base.StepRange{Int64, Int64}, Array{Float64, 2}}})
@@ -191,9 +132,6 @@ function _precompile_()
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Plots.Spy}})
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{typeof(Base.log), Int64}})
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{AbstractArray{Float64, 1}, 1}}})
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Array{Float64, 1}, 1}, Array{Array{Float64, 1}, 1}}})
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Array{T, 1} where T, 1}, Array{Float64, 2}}})
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Array{T, 1} where T, 1}}})
@@ -219,21 +157,16 @@ function _precompile_()
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Plots.Spy}})
    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{}})
    precompile(Tuple{typeof(Plots._plot_setup), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Array{Base.Dict{Symbol, Any}, 1}})
-    precompile(Tuple{typeof(Plots._plot_setup), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Array{Base.Dict{Symbol, Any}, 1}})
-    precompile(Tuple{typeof(Plots._plot_setup), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Array{Base.Dict{Symbol, Any}, 1}})
    precompile(Tuple{typeof(Plots._plot_setup), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Array{Base.Dict{Symbol, Any}, 1}})
    precompile(Tuple{typeof(Plots._plotly_framestyle), Symbol})
    precompile(Tuple{typeof(Plots._plots_defaults)})
    precompile(Tuple{typeof(Plots._prepare_subplot), Plots.Plot{Plots.GRBackend}, RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots._prepare_subplot), Plots.Plot{Plots.GRBackend}, RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots._prepare_subplot), Plots.Plot{Plots.PlotlyBackend}, RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots._preprocess_barlike), RecipesPipeline.DefaultsDict, Array{Float64, 1}, Array{Float64, 1}})
    precompile(Tuple{typeof(Plots._preprocess_barlike), RecipesPipeline.DefaultsDict, Array{Int64, 1}, Array{Float64, 1}})
    precompile(Tuple{typeof(Plots._preprocess_barlike), RecipesPipeline.DefaultsDict, Base.OneTo{Int64}, Array{Float64, 1}})
    precompile(Tuple{typeof(Plots._preprocess_binlike), RecipesPipeline.DefaultsDict, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 1}})
    precompile(Tuple{typeof(Plots._preprocess_userrecipe), Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots._preprocess_userrecipe), Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots._replace_linewidth), RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots._replace_linewidth), RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots._replace_markershape), Array{Symbol, 2}})
    precompile(Tuple{typeof(Plots._replace_markershape), Plots.Shape})
@@ -241,107 +174,71 @@ function _precompile_()
    precompile(Tuple{typeof(Plots._series_index), RecipesPipeline.DefaultsDict, Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots._series_index), RecipesPipeline.DefaultsDict, Plots.Subplot{Plots.PlotlyBackend}})
    precompile(Tuple{typeof(Plots._show), Base.IOStream, Base.Multimedia.MIME{Symbol("image/png")}, Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots._show), Base.IOStream, Base.Multimedia.MIME{Symbol("image/png")}, Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots._slice_series_args!), Base.Dict{Symbol, Any}, Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, Int64})
    precompile(Tuple{typeof(Plots._slice_series_args!), Base.Dict{Symbol, Any}, Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, Int64})
    precompile(Tuple{typeof(Plots._slice_series_args!), Base.Dict{Symbol, Any}, Plots.Plot{Plots.PlotlyBackend}, Plots.Subplot{Plots.PlotlyBackend}, Int64})
    precompile(Tuple{typeof(Plots._slice_series_args!), RecipesPipeline.DefaultsDict, Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, Int64})
-    precompile(Tuple{typeof(Plots._slice_series_args!), RecipesPipeline.DefaultsDict, Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, Int64})
    precompile(Tuple{typeof(Plots._slice_series_args!), RecipesPipeline.DefaultsDict, Plots.Plot{Plots.PlotlyBackend}, Plots.Subplot{Plots.PlotlyBackend}, Int64})
    precompile(Tuple{typeof(Plots._subplot_setup), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Array{Base.Dict{Symbol, Any}, 1}})
-    precompile(Tuple{typeof(Plots._subplot_setup), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Array{Base.Dict{Symbol, Any}, 1}})
-    precompile(Tuple{typeof(Plots._subplot_setup), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Array{Base.Dict{Symbol, Any}, 1}})
    precompile(Tuple{typeof(Plots._subplot_setup), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Array{Base.Dict{Symbol, Any}, 1}})
    precompile(Tuple{typeof(Plots._transform_ticks), Base.StepRange{Int64, Int64}})
    precompile(Tuple{typeof(Plots._transform_ticks), Base.UnitRange{Int64}})
    precompile(Tuple{typeof(Plots._transform_ticks), Nothing})
    precompile(Tuple{typeof(Plots._transform_ticks), Symbol})
    precompile(Tuple{typeof(Plots._update_axis), Plots.Axis, Base.Dict{Symbol, Any}, Symbol, Int64})
-    precompile(Tuple{typeof(Plots._update_axis), Plots.Axis, Base.Dict{Symbol, Any}, Symbol, Int64})
-    precompile(Tuple{typeof(Plots._update_axis), Plots.Axis, Base.Dict{Symbol, Any}, Symbol, Int64})
-    precompile(Tuple{typeof(Plots._update_axis), Plots.Axis, RecipesPipeline.DefaultsDict, Symbol, Int64})
-    precompile(Tuple{typeof(Plots._update_axis), Plots.Axis, RecipesPipeline.DefaultsDict, Symbol, Int64})
    precompile(Tuple{typeof(Plots._update_axis), Plots.Axis, RecipesPipeline.DefaultsDict, Symbol, Int64})
    precompile(Tuple{typeof(Plots._update_axis), Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Symbol, Int64})
-    precompile(Tuple{typeof(Plots._update_axis), Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Symbol, Int64})
-    precompile(Tuple{typeof(Plots._update_axis), Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, RecipesPipeline.DefaultsDict, Symbol, Int64})
    precompile(Tuple{typeof(Plots._update_axis), Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, RecipesPipeline.DefaultsDict, Symbol, Int64})
    precompile(Tuple{typeof(Plots._update_axis), Plots.Plot{Plots.PlotlyBackend}, Plots.Subplot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Symbol, Int64})
    precompile(Tuple{typeof(Plots._update_axis), Plots.Plot{Plots.PlotlyBackend}, Plots.Subplot{Plots.PlotlyBackend}, RecipesPipeline.DefaultsDict, Symbol, Int64})
    precompile(Tuple{typeof(Plots._update_axis_colors), Plots.Axis})
-    precompile(Tuple{typeof(Plots._update_axis_colors), Plots.Axis})
-    precompile(Tuple{typeof(Plots._update_axis_links), Plots.Plot{Plots.GRBackend}, Plots.Axis, Symbol})
    precompile(Tuple{typeof(Plots._update_axis_links), Plots.Plot{Plots.GRBackend}, Plots.Axis, Symbol})
    precompile(Tuple{typeof(Plots._update_axis_links), Plots.Plot{Plots.PlotlyBackend}, Plots.Axis, Symbol})
    precompile(Tuple{typeof(Plots._update_clims), Float64, Float64, Float64, Float64})
    precompile(Tuple{typeof(Plots._update_clims), Float64, Float64, Int64, Int64})
    precompile(Tuple{typeof(Plots._update_min_padding!), Plots.GridLayout})
-    precompile(Tuple{typeof(Plots._update_min_padding!), Plots.GridLayout})
-    precompile(Tuple{typeof(Plots._update_min_padding!), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots._update_min_padding!), Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots._update_min_padding!), Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots._update_min_padding!), Plots.Subplot{Plots.PlotlyBackend}})
    precompile(Tuple{typeof(Plots._update_plot_args), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots._update_plot_args), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots._update_plot_args), Plots.Plot{Plots.GRBackend}, RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots._update_plot_args), Plots.Plot{Plots.GRBackend}, RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots._update_plot_args), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}})
    precompile(Tuple{typeof(Plots._update_plot_args), Plots.Plot{Plots.PlotlyBackend}, RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots._update_series_attributes!), RecipesPipeline.DefaultsDict, Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots._update_series_attributes!), RecipesPipeline.DefaultsDict, Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots._update_series_attributes!), RecipesPipeline.DefaultsDict, Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots._update_series_attributes!), RecipesPipeline.DefaultsDict, Plots.Plot{Plots.PlotlyBackend}, Plots.Subplot{Plots.PlotlyBackend}})
    precompile(Tuple{typeof(Plots._update_subplot_args), Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Int64, Bool})
-    precompile(Tuple{typeof(Plots._update_subplot_args), Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Int64, Bool})
-    precompile(Tuple{typeof(Plots._update_subplot_args), Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, RecipesPipeline.DefaultsDict, Int64, Bool})
    precompile(Tuple{typeof(Plots._update_subplot_args), Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, RecipesPipeline.DefaultsDict, Int64, Bool})
    precompile(Tuple{typeof(Plots._update_subplot_args), Plots.Plot{Plots.PlotlyBackend}, Plots.Subplot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Int64, Bool})
    precompile(Tuple{typeof(Plots._update_subplot_args), Plots.Plot{Plots.PlotlyBackend}, Plots.Subplot{Plots.PlotlyBackend}, RecipesPipeline.DefaultsDict, Int64, Bool})
    precompile(Tuple{typeof(Plots._update_subplot_colors), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots._update_subplot_colors), Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots._update_subplot_colors), Plots.Subplot{Plots.PlotlyBackend}})
    precompile(Tuple{typeof(Plots._update_subplot_periphery), Plots.Subplot{Plots.GRBackend}, Array{Any, 1}})
-    precompile(Tuple{typeof(Plots._update_subplot_periphery), Plots.Subplot{Plots.GRBackend}, Array{Any, 1}})
    precompile(Tuple{typeof(Plots._update_subplot_periphery), Plots.Subplot{Plots.PlotlyBackend}, Array{Any, 1}})
    precompile(Tuple{typeof(Plots.addExtension), String, String})
    precompile(Tuple{typeof(Plots.add_layout_pct!), Base.Dict{Symbol, Any}, Expr, Int64, Int64})
-    precompile(Tuple{typeof(Plots.add_layout_pct!), Base.Dict{Symbol, Any}, Expr, Int64, Int64})
-    precompile(Tuple{typeof(Plots.add_layout_pct!), Base.Dict{Symbol, Any}, Expr, Int64, Int64})
-    precompile(Tuple{typeof(Plots.aliasesAndAutopick), RecipesPipeline.DefaultsDict, Symbol, Base.Dict{Symbol, Symbol}, Array{Symbol, 1}, Int64})
    precompile(Tuple{typeof(Plots.aliasesAndAutopick), RecipesPipeline.DefaultsDict, Symbol, Base.Dict{Symbol, Symbol}, Array{Symbol, 1}, Int64})
    precompile(Tuple{typeof(Plots.allAlphas), Int64})
    precompile(Tuple{typeof(Plots.allStyles), Int64})
    precompile(Tuple{typeof(Plots.allStyles), Symbol})
    precompile(Tuple{typeof(Plots.annotate!), Array{Tuple{Int64, Float64, Plots.PlotText}, 1}})
-    precompile(Tuple{typeof(Plots.annotate!), Array{Tuple{Int64, Float64, Plots.PlotText}, 1}})
    precompile(Tuple{typeof(Plots.arrow), Int64})
    precompile(Tuple{typeof(Plots.attr), Plots.EmptyLayout, Symbol, Symbol})
    precompile(Tuple{typeof(Plots.attr), Plots.EmptyLayout, Symbol})
    precompile(Tuple{typeof(Plots.autopick_ignore_none_auto), Array{Symbol, 1}, Int64})
    precompile(Tuple{typeof(Plots.axis_drawing_info), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.axis_drawing_info), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.axis_drawing_info_3d), Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.axis_drawing_info_3d), Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.axis_limits), Plots.Subplot{Plots.GRBackend}, Symbol, Bool, Bool})
-    precompile(Tuple{typeof(Plots.axis_limits), Plots.Subplot{Plots.GRBackend}, Symbol, Bool, Bool})
-    precompile(Tuple{typeof(Plots.axis_limits), Plots.Subplot{Plots.GRBackend}, Symbol})
    precompile(Tuple{typeof(Plots.axis_limits), Plots.Subplot{Plots.GRBackend}, Symbol})
    precompile(Tuple{typeof(Plots.axis_limits), Plots.Subplot{Plots.PlotlyBackend}, Symbol, Bool, Bool})
    precompile(Tuple{typeof(Plots.axis_limits), Plots.Subplot{Plots.PlotlyBackend}, Symbol})
    precompile(Tuple{typeof(Plots.backend), Plots.GRBackend})
    precompile(Tuple{typeof(Plots.backend), Plots.PlotlyBackend})
    precompile(Tuple{typeof(Plots.backend), Symbol})
-    precompile(Tuple{typeof(Plots.backend), Symbol})
    precompile(Tuple{typeof(Plots.backend)})
-    precompile(Tuple{typeof(Plots.backend)})
-    precompile(Tuple{typeof(Plots.bar), Array{Float64, 1}})
    precompile(Tuple{typeof(Plots.bar), Array{Float64, 1}})
    precompile(Tuple{typeof(Plots.bbox!), Plots.GridLayout, Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}})
    precompile(Tuple{typeof(Plots.bbox!), Plots.Subplot{Plots.GRBackend}, Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}})
    precompile(Tuple{typeof(Plots.bbox!), Plots.Subplot{Plots.PlotlyBackend}, Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}})
    precompile(Tuple{typeof(Plots.bbox), Float64, Float64, Float64, Float64})
    precompile(Tuple{typeof(Plots.bbox), Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}})
-    precompile(Tuple{typeof(Plots.bbox), Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}})
    precompile(Tuple{typeof(Plots.bbox_to_pcts), Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}, Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}, Bool})
    precompile(Tuple{typeof(Plots.bbox_to_pcts), Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}, Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}})
    precompile(Tuple{typeof(Plots.bottom), Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}})
@@ -349,37 +246,24 @@ function _precompile_()
    precompile(Tuple{typeof(Plots.bottompad), Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.bottompad), Plots.Subplot{Plots.PlotlyBackend}})
    precompile(Tuple{typeof(Plots.build_layout), Plots.GridLayout, Int64, Array{Plots.Plot{T} where T<:RecipesBase.AbstractBackend, 1}})
-    precompile(Tuple{typeof(Plots.build_layout), Plots.GridLayout, Int64, Array{Plots.Plot{T} where T<:RecipesBase.AbstractBackend, 1}})
    precompile(Tuple{typeof(Plots.build_layout), Plots.GridLayout, Int64})
-    precompile(Tuple{typeof(Plots.build_layout), Plots.GridLayout, Int64})
-    precompile(Tuple{typeof(Plots.build_layout), RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots.build_layout), RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots.calc_num_subplots), Plots.EmptyLayout})
    precompile(Tuple{typeof(Plots.calc_num_subplots), Plots.GridLayout})
    precompile(Tuple{typeof(Plots.color_or_nothing!), RecipesPipeline.DefaultsDict, Symbol})
-    precompile(Tuple{typeof(Plots.color_or_nothing!), RecipesPipeline.DefaultsDict, Symbol})
-    precompile(Tuple{typeof(Plots.colorbar_style), Plots.Series})
    precompile(Tuple{typeof(Plots.colorbar_style), Plots.Series})
    precompile(Tuple{typeof(Plots.compute_gridsize), Int64, Int64, Int64})
    precompile(Tuple{typeof(Plots.concatenate_fillrange), Base.UnitRange{Int64}, Tuple{Array{Float64, 1}, Array{Float64, 1}}})
    precompile(Tuple{typeof(Plots.contour), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Int})
-    precompile(Tuple{typeof(Plots.contour), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Int})
    precompile(Tuple{typeof(Plots.contour_levels), Plots.Series, Tuple{Float64, Float64}})
    precompile(Tuple{typeof(Plots.convertLegendValue), Bool})
    precompile(Tuple{typeof(Plots.convertLegendValue), Symbol})
    precompile(Tuple{typeof(Plots.convert_sci_unicode), String})
-    precompile(Tuple{typeof(Plots.convert_sci_unicode), String})
    precompile(Tuple{typeof(Plots.convert_to_polar), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 1}, Tuple{Int64, Float64}})
    precompile(Tuple{typeof(Plots.copy_series!), Plots.Series, Symbol})
    precompile(Tuple{typeof(Plots.create_grid), Expr})
-    precompile(Tuple{typeof(Plots.create_grid), Expr})
-    precompile(Tuple{typeof(Plots.create_grid), Expr})
    precompile(Tuple{typeof(Plots.create_grid), Symbol})
    precompile(Tuple{typeof(Plots.create_grid_curly), Expr})
-    precompile(Tuple{typeof(Plots.create_grid_curly), Expr})
-    precompile(Tuple{typeof(Plots.create_grid_curly), Expr})
-    precompile(Tuple{typeof(Plots.create_grid_vcat), Expr})
-    precompile(Tuple{typeof(Plots.create_grid_vcat), Expr})
    precompile(Tuple{typeof(Plots.create_grid_vcat), Expr})
    precompile(Tuple{typeof(Plots.default), Symbol, Bool})
    precompile(Tuple{typeof(Plots.default), Symbol, Int64})
@@ -387,89 +271,56 @@ function _precompile_()
    precompile(Tuple{typeof(Plots.default), Symbol, Symbol})
    precompile(Tuple{typeof(Plots.default), Symbol})
    precompile(Tuple{typeof(Plots.default_should_widen), Plots.Axis})
-    precompile(Tuple{typeof(Plots.default_should_widen), Plots.Axis})
-    precompile(Tuple{typeof(Plots.discrete_value!), Plots.Axis, Array{Any, 1}})
    precompile(Tuple{typeof(Plots.discrete_value!), Plots.Axis, Array{String, 1}})
    precompile(Tuple{typeof(Plots.discrete_value!), Plots.Axis, Array{Union{Base.Missing, Float64}, 1}})
    precompile(Tuple{typeof(Plots.discrete_value!), Plots.Axis, Base.Missing})
    precompile(Tuple{typeof(Plots.discrete_value!), Plots.Axis, Char})
    precompile(Tuple{typeof(Plots.discrete_value!), Plots.Axis, String})
    precompile(Tuple{typeof(Plots.ensure_gradient!), RecipesPipeline.DefaultsDict, Symbol, Symbol})
-    precompile(Tuple{typeof(Plots.ensure_gradient!), RecipesPipeline.DefaultsDict, Symbol, Symbol})
-    precompile(Tuple{typeof(Plots.ensure_gradient!), RecipesPipeline.DefaultsDict, Symbol, Symbol})
    precompile(Tuple{typeof(Plots.error_coords), Array{Float64, 1}, Array{Float64, 1}, Array{Float64, 1}, Array{Float64, 1}})
    precompile(Tuple{typeof(Plots.error_coords), Array{Float64, 1}, Array{Float64, 1}, Array{Float64, 1}})
    precompile(Tuple{typeof(Plots.error_style!), RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots.error_zipit), Array{Float64, 1}})
    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Array{Int64, 1}})
    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Array{Int64, 1}})
    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Base.OneTo{Int64}})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Base.OneTo{Int64}})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}})
    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}})
    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Base.StepRange{Int64, Int64}})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Base.StepRange{Int64, Int64}})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Base.UnitRange{Int64}})
    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Base.UnitRange{Int64}})
    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Float64})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Float64})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Int64})
    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Int64})
    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, RecipesPipeline.Surface{Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, RecipesPipeline.Surface{Array{Float64, 2}}})
    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Tuple{Int64, Int64}})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Subplot{Plots.GRBackend}, RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Subplot{Plots.GRBackend}, RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Subplot{Plots.PlotlyBackend}, RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots.extend_by_data!), Array{Float64, 1}, Float64})
    precompile(Tuple{typeof(Plots.extend_series_data!), Plots.Series, Float64, Symbol})
    precompile(Tuple{typeof(Plots.fakedata), Int64, Int64})
-    precompile(Tuple{typeof(Plots.fakedata), Int64, Int64})
-    precompile(Tuple{typeof(Plots.fakedata), Int64, Int64})
-    precompile(Tuple{typeof(Plots.fg_color), Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.fg_color), RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots.fg_color), RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots.font), Int64, Int})
-    precompile(Tuple{typeof(Plots.font), Int64, Int})
-    precompile(Tuple{typeof(Plots.font), String, Int})
    precompile(Tuple{typeof(Plots.font), String, Int})
    precompile(Tuple{typeof(Plots.font), Symbol, Int})
-    precompile(Tuple{typeof(Plots.font), Symbol, Int})
-    precompile(Tuple{typeof(Plots.frame), Plots.Animation, Plots.Plot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.frame), Plots.Animation, Plots.Plot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.frame), Plots.Animation})
    precompile(Tuple{typeof(Plots.get_aspect_ratio), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.get_aspect_ratio), Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.get_aspect_ratio), Plots.Subplot{Plots.PlotlyBackend}})
    precompile(Tuple{typeof(Plots.get_axis), Plots.Subplot{Plots.GRBackend}, Symbol})
-    precompile(Tuple{typeof(Plots.get_axis), Plots.Subplot{Plots.GRBackend}, Symbol})
    precompile(Tuple{typeof(Plots.get_axis), Plots.Subplot{Plots.PlotlyBackend}, Symbol})
    precompile(Tuple{typeof(Plots.get_clims), Plots.Series})
-    precompile(Tuple{typeof(Plots.get_clims), Plots.Series})
    precompile(Tuple{typeof(Plots.get_clims), Plots.Subplot{Plots.GRBackend}, Plots.Series})
-    precompile(Tuple{typeof(Plots.get_clims), Plots.Subplot{Plots.GRBackend}, Plots.Series})
-    precompile(Tuple{typeof(Plots.get_clims), Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.get_clims), Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.get_clims), Plots.Subplot{Plots.PlotlyBackend}, Plots.Series})
    precompile(Tuple{typeof(Plots.get_clims), Plots.Subplot{Plots.PlotlyBackend}})
    precompile(Tuple{typeof(Plots.get_colorgradient), Plots.Series})
-    precompile(Tuple{typeof(Plots.get_colorgradient), Plots.Series})
    precompile(Tuple{typeof(Plots.get_fillalpha), Plots.Series, Int64})
    precompile(Tuple{typeof(Plots.get_fillalpha), Plots.Series})
    precompile(Tuple{typeof(Plots.get_fillcolor), Plots.Series, Float64, Float64, Int64})
-    precompile(Tuple{typeof(Plots.get_fillcolor), Plots.Series, Float64, Float64, Int64})
    precompile(Tuple{typeof(Plots.get_fillcolor), Plots.Series, Tuple{Float64, Float64}, Int64})
    precompile(Tuple{typeof(Plots.get_fillcolor), Plots.Series, Tuple{Float64, Float64}})
    precompile(Tuple{typeof(Plots.get_gradient), PlotUtils.ContinuousColorGradient})
    precompile(Tuple{typeof(Plots.get_linealpha), Plots.Series, Int64})
    precompile(Tuple{typeof(Plots.get_linealpha), Plots.Series})
    precompile(Tuple{typeof(Plots.get_linecolor), Plots.Series, Float64, Float64, Int64})
-    precompile(Tuple{typeof(Plots.get_linecolor), Plots.Series, Float64, Float64, Int64})
-    precompile(Tuple{typeof(Plots.get_linecolor), Plots.Series, Tuple{Float64, Float64}, Int64})
    precompile(Tuple{typeof(Plots.get_linecolor), Plots.Series, Tuple{Float64, Float64}, Int64})
    precompile(Tuple{typeof(Plots.get_linecolor), Plots.Series, Tuple{Float64, Float64}})
    precompile(Tuple{typeof(Plots.get_linestyle), Plots.Series, Int64})
@@ -478,30 +329,23 @@ function _precompile_()
    precompile(Tuple{typeof(Plots.get_linewidth), Plots.Series})
    precompile(Tuple{typeof(Plots.get_markeralpha), Plots.Series, Int64})
    precompile(Tuple{typeof(Plots.get_markercolor), Plots.Series, Float64, Float64, Int64})
-    precompile(Tuple{typeof(Plots.get_markercolor), Plots.Series, Float64, Float64, Int64})
    precompile(Tuple{typeof(Plots.get_markerstrokealpha), Plots.Series, Int64})
    precompile(Tuple{typeof(Plots.get_markerstrokecolor), Plots.Series, Int64})
-    precompile(Tuple{typeof(Plots.get_markerstrokewidth), Plots.Series, Int64})
    precompile(Tuple{typeof(Plots.get_minor_ticks), Plots.Subplot{Plots.GRBackend}, Plots.Axis, Tuple{Array{Float64, 1}, Array{Any, 1}}})
    precompile(Tuple{typeof(Plots.get_minor_ticks), Plots.Subplot{Plots.GRBackend}, Plots.Axis, Tuple{Array{Float64, 1}, Array{String, 1}}})
-    precompile(Tuple{typeof(Plots.get_minor_ticks), Plots.Subplot{Plots.GRBackend}, Plots.Axis, Tuple{Array{Float64, 1}, Array{String, 1}}})
    precompile(Tuple{typeof(Plots.get_minor_ticks), Plots.Subplot{Plots.GRBackend}, Plots.Axis, Tuple{Array{Int64, 1}, Array{String, 1}}})
-    precompile(Tuple{typeof(Plots.get_series_color), ColorTypes.RGBA{Float64}, Plots.Subplot{Plots.GRBackend}, Int64, Symbol})
+    precompile(Tuple{typeof(Plots.get_plotly_marker), Symbol, String})
    precompile(Tuple{typeof(Plots.get_series_color), ColorTypes.RGBA{Float64}, Plots.Subplot{Plots.GRBackend}, Int64, Symbol})
    precompile(Tuple{typeof(Plots.get_series_color), ColorTypes.RGBA{Float64}, Plots.Subplot{Plots.PlotlyBackend}, Int64, Symbol})
    precompile(Tuple{typeof(Plots.get_series_color), Int64, Plots.Subplot{Plots.GRBackend}, Int64, Symbol})
    precompile(Tuple{typeof(Plots.get_series_color), Int64, Plots.Subplot{Plots.PlotlyBackend}, Int64, Symbol})
-    precompile(Tuple{typeof(Plots.get_series_color), PlotUtils.ColorPalette, Plots.Subplot{Plots.PlotlyBackend}, Int64, Symbol})
    precompile(Tuple{typeof(Plots.get_series_color), PlotUtils.ContinuousColorGradient, Plots.Subplot{Plots.GRBackend}, Int64, Symbol})
    precompile(Tuple{typeof(Plots.get_series_color), PlotUtils.ContinuousColorGradient, Plots.Subplot{Plots.PlotlyBackend}, Int64, Symbol})
    precompile(Tuple{typeof(Plots.get_series_color), Symbol, Plots.Subplot{Plots.GRBackend}, Int64, Symbol})
-    precompile(Tuple{typeof(Plots.get_series_color), Symbol, Plots.Subplot{Plots.GRBackend}, Int64, Symbol})
    precompile(Tuple{typeof(Plots.get_series_color), Symbol, Plots.Subplot{Plots.PlotlyBackend}, Int64, Symbol})
    precompile(Tuple{typeof(Plots.get_subplot), Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.get_subplot), Plots.Plot{Plots.PlotlyBackend}, Plots.Subplot{Plots.PlotlyBackend}})
    precompile(Tuple{typeof(Plots.get_ticks), Plots.Subplot{Plots.GRBackend}, Plots.Axis})
-    precompile(Tuple{typeof(Plots.get_ticks), Plots.Subplot{Plots.GRBackend}, Plots.Axis})
-    precompile(Tuple{typeof(Plots.get_ticks), Plots.Subplot{Plots.GRBackend}, Plots.Axis})
    precompile(Tuple{typeof(Plots.get_ticks), Plots.Subplot{Plots.PlotlyBackend}, Plots.Axis})
    precompile(Tuple{typeof(Plots.get_xy), Array{Plots.OHLC{T} where T<:Real, 1}, Base.OneTo{Int64}})
    precompile(Tuple{typeof(Plots.get_xy), Plots.OHLC{Float64}, Int64, Float64})
@@ -511,43 +355,34 @@ function _precompile_()
    precompile(Tuple{typeof(Plots.gr_colorbar_colors), Plots.Series, Tuple{Float64, Float64}})
    precompile(Tuple{typeof(Plots.gr_contour_levels), Plots.Series, Tuple{Float64, Float64}})
    precompile(Tuple{typeof(Plots.gr_display), Plots.Plot{Plots.GRBackend}, String})
-    precompile(Tuple{typeof(Plots.gr_display), Plots.Plot{Plots.GRBackend}, String})
-    precompile(Tuple{typeof(Plots.gr_display), Plots.Subplot{Plots.GRBackend}, Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}, Array{Float64, 1}})
    precompile(Tuple{typeof(Plots.gr_display), Plots.Subplot{Plots.GRBackend}, Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}, Array{Float64, 1}})
    precompile(Tuple{typeof(Plots.gr_draw_colorbar), Plots.GRColorbar, Plots.Subplot{Plots.GRBackend}, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.gr_draw_marker), Plots.Series, Float64, Float64, Tuple{Float64, Float64}, Int64, Int64, Plots.Shape})
-    precompile(Tuple{typeof(Plots.gr_draw_marker), Plots.Series, Float64, Float64, Tuple{Float64, Float64}, Int64, Int64, Plots.Shape})
-    precompile(Tuple{typeof(Plots.gr_draw_marker), Plots.Series, Float64, Float64, Tuple{Float64, Float64}, Int64, Int64, Symbol})
-    precompile(Tuple{typeof(Plots.gr_draw_marker), Plots.Series, Float64, Float64, Tuple{Float64, Float64}, Int64, Int64, Symbol})
-    precompile(Tuple{typeof(Plots.gr_draw_marker), Plots.Series, Int64, Float64, Tuple{Float64, Float64}, Int64, Float64, Plots.Shape})
-    precompile(Tuple{typeof(Plots.gr_draw_marker), Plots.Series, Int64, Float64, Tuple{Float64, Float64}, Int64, Float64, Symbol})
-    precompile(Tuple{typeof(Plots.gr_draw_marker), Plots.Series, Int64, Float64, Tuple{Float64, Float64}, Int64, Int64, Plots.Shape})
-    precompile(Tuple{typeof(Plots.gr_draw_marker), Plots.Series, Int64, Float64, Tuple{Float64, Float64}, Int64, Int64, Symbol})
-    precompile(Tuple{typeof(Plots.gr_draw_marker), Plots.Series, Int64, Int64, Tuple{Float64, Float64}, Int64, Int64, Plots.Shape})
-    precompile(Tuple{typeof(Plots.gr_draw_marker), Plots.Series, Int64, Int64, Tuple{Float64, Float64}, Int64, Int64, Symbol})
-    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Array{Float64, 1}, Array{Float64, 1}, Tuple{Float64, Float64}, Int64})
-    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Array{Float64, 1}, Array{Float64, 1}, Tuple{Float64, Float64}, Int64})
+    precompile(Tuple{typeof(Plots.gr_draw_marker), Plots.Series, Float64, Float64, Tuple{Float64, Float64}, Int64, Float64, Float64, Plots.Shape})
+    precompile(Tuple{typeof(Plots.gr_draw_marker), Plots.Series, Float64, Float64, Tuple{Float64, Float64}, Int64, Float64, Float64, Symbol})
+    precompile(Tuple{typeof(Plots.gr_draw_marker), Plots.Series, Int64, Float64, Tuple{Float64, Float64}, Int64, Float64, Float64, Plots.Shape})
+    precompile(Tuple{typeof(Plots.gr_draw_marker), Plots.Series, Int64, Float64, Tuple{Float64, Float64}, Int64, Float64, Float64, Symbol})
+    precompile(Tuple{typeof(Plots.gr_draw_marker), Plots.Series, Int64, Int64, Tuple{Float64, Float64}, Int64, Float64, Float64, Plots.Shape})
+    precompile(Tuple{typeof(Plots.gr_draw_marker), Plots.Series, Int64, Int64, Tuple{Float64, Float64}, Int64, Float64, Float64, Symbol})
+    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Array{Float64, 1}, Array{Float64, 1}, Tuple{Float64, Float64}, Int64, Int64})
    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Array{Float64, 1}, Array{Float64, 1}, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Array{Float64, 1}, Array{Float64, 1}, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Array{Int64, 1}, Array{Float64, 1}, Tuple{Float64, Float64}, Int64})
+    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Array{Int64, 1}, Array{Float64, 1}, Tuple{Float64, Float64}, Int64, Int64})
    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Array{Int64, 1}, Array{Float64, 1}, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Array{Int64, 1}, Array{Int64, 1}, Tuple{Float64, Float64}, Int64})
+    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Array{Int64, 1}, Array{Int64, 1}, Tuple{Float64, Float64}, Int64, Int64})
    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Array{Int64, 1}, Array{Int64, 1}, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Base.OneTo{Int64}, Array{Float64, 1}, Tuple{Float64, Float64}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Base.OneTo{Int64}, Array{Float64, 1}, Tuple{Float64, Float64}, Int64})
+    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Base.OneTo{Int64}, Array{Float64, 1}, Tuple{Float64, Float64}, Array{Float64, 1}, Int64})
+    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Base.OneTo{Int64}, Array{Float64, 1}, Tuple{Float64, Float64}, Int64, Int64})
    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Base.OneTo{Int64}, Array{Float64, 1}, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 1}, Tuple{Float64, Float64}, Int64})
+    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 1}, Tuple{Float64, Float64}, Int64, Int64})
    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 1}, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Float64, Float64, Tuple{Float64, Float64}, Int64})
+    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Float64, Float64, Tuple{Float64, Float64}, Float64, Float64})
    precompile(Tuple{typeof(Plots.gr_fill_viewport), Array{Float64, 1}, ColorTypes.RGBA{Float64}})
    precompile(Tuple{typeof(Plots.gr_get_ticks_size), Tuple{Array{Float64, 1}, Array{Any, 1}}, Int64})
    precompile(Tuple{typeof(Plots.gr_get_ticks_size), Tuple{Array{Float64, 1}, Array{String, 1}}, Int64})
-    precompile(Tuple{typeof(Plots.gr_get_ticks_size), Tuple{Array{Float64, 1}, Array{String, 1}}, Int64})
    precompile(Tuple{typeof(Plots.gr_get_ticks_size), Tuple{Array{Int64, 1}, Array{String, 1}}, Int64})
    precompile(Tuple{typeof(Plots.gr_getcolorind), ColorTypes.RGBA{Float64}})
    precompile(Tuple{typeof(Plots.gr_inqtext), Int64, Int64, String})
-    precompile(Tuple{typeof(Plots.gr_inqtext), Int64, Int64, String})
    precompile(Tuple{typeof(Plots.gr_legend_pos), Plots.Subplot{Plots.GRBackend}, Float64, Float64})
+    precompile(Tuple{typeof(Plots.gr_linetype), Symbol})
    precompile(Tuple{typeof(Plots.gr_polaraxes), Int64, Float64, Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.gr_polyline), Array{Float64, 1}, Array{Float64, 1}, typeof(identity)})
    precompile(Tuple{typeof(Plots.gr_polyline), Array{Float64, 1}, Array{Float64, 1}})
@@ -555,11 +390,8 @@ function _precompile_()
    precompile(Tuple{typeof(Plots.gr_set_fill), ColorTypes.RGBA{Float64}})
    precompile(Tuple{typeof(Plots.gr_set_fillcolor), ColorTypes.RGBA{Float64}})
    precompile(Tuple{typeof(Plots.gr_set_font), Plots.Font})
-    precompile(Tuple{typeof(Plots.gr_set_font), Plots.Font})
-    precompile(Tuple{typeof(Plots.gr_set_font), Plots.Font})
    precompile(Tuple{typeof(Plots.gr_set_gradient), PlotUtils.ContinuousColorGradient})
    precompile(Tuple{typeof(Plots.gr_set_gradient), Plots.Series})
-    precompile(Tuple{typeof(Plots.gr_set_gradient), Plots.Series})
    precompile(Tuple{typeof(Plots.gr_set_line), Float64, Symbol, ColorTypes.RGBA{Float64}})
    precompile(Tuple{typeof(Plots.gr_set_line), Int64, Symbol, ColorTypes.RGBA{Float64}})
    precompile(Tuple{typeof(Plots.gr_set_line), Int64, Symbol, PlotUtils.ContinuousColorGradient})
@@ -570,74 +402,47 @@ function _precompile_()
    precompile(Tuple{typeof(Plots.gr_set_transparency), ColorTypes.RGBA{Float64}, Int64})
    precompile(Tuple{typeof(Plots.gr_set_transparency), ColorTypes.RGBA{Float64}, Nothing})
    precompile(Tuple{typeof(Plots.gr_set_transparency), Float64})
-    precompile(Tuple{typeof(Plots.gr_set_viewport_cmap), Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.gr_set_viewport_polar)})
    precompile(Tuple{typeof(Plots.gr_set_xticks_font), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.gr_set_xticks_font), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.gr_set_yticks_font), Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.gr_set_yticks_font), Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.gr_text), Float64, Float64, String})
-    precompile(Tuple{typeof(Plots.gr_text), Float64, Float64, String})
-    precompile(Tuple{typeof(Plots.gr_text_size), String, Int64})
    precompile(Tuple{typeof(Plots.gr_text_size), String, Int64})
    precompile(Tuple{typeof(Plots.gr_text_size), String})
    precompile(Tuple{typeof(Plots.gr_tick_label), Plots.Axis, String})
-    precompile(Tuple{typeof(Plots.gr_tick_label), Plots.Axis, String})
    precompile(Tuple{typeof(Plots.gr_update_colorbar!), Plots.GRColorbar, Plots.Series})
-    precompile(Tuple{typeof(Plots.gr_update_colorbar!), Plots.GRColorbar, Plots.Series})
-    precompile(Tuple{typeof(Plots.gr_viewport_from_bbox), Plots.Subplot{Plots.GRBackend}, Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}, Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}, Array{Float64, 1}})
    precompile(Tuple{typeof(Plots.gr_viewport_from_bbox), Plots.Subplot{Plots.GRBackend}, Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}, Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}, Array{Float64, 1}})
    precompile(Tuple{typeof(Plots.gr_w3tondc), Float64, Float64, Float64})
    precompile(Tuple{typeof(Plots.gui), Plots.Plot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.gui), Plots.Plot{Plots.PlotlyBackend}})
    precompile(Tuple{typeof(Plots.guide_padding), Plots.Axis})
    precompile(Tuple{typeof(Plots.guidefont), Plots.Axis})
-    precompile(Tuple{typeof(Plots.guidefont), Plots.Axis})
-    precompile(Tuple{typeof(Plots.handleColors!), Base.Dict{Symbol, Any}, Array{Symbol, 2}, Symbol})
-    precompile(Tuple{typeof(Plots.handleColors!), Base.Dict{Symbol, Any}, Array{Symbol, 2}, Symbol})
    precompile(Tuple{typeof(Plots.handleColors!), Base.Dict{Symbol, Any}, Array{Symbol, 2}, Symbol})
    precompile(Tuple{typeof(Plots.handleColors!), Base.Dict{Symbol, Any}, ColorTypes.RGBA{Float64}, Symbol})
    precompile(Tuple{typeof(Plots.handleColors!), Base.Dict{Symbol, Any}, Plots.Shape, Symbol})
    precompile(Tuple{typeof(Plots.handleColors!), Base.Dict{Symbol, Any}, Symbol, Symbol})
-    precompile(Tuple{typeof(Plots.handleColors!), Base.Dict{Symbol, Any}, Symbol, Symbol})
-    precompile(Tuple{typeof(Plots.handleColors!), Base.Dict{Symbol, Any}, Symbol, Symbol})
    precompile(Tuple{typeof(Plots.has_attribute_segments), Plots.Series})
-    precompile(Tuple{typeof(Plots.has_attribute_segments), Plots.Series})
-    precompile(Tuple{typeof(Plots.hascolorbar), Plots.Subplot{Plots.GRBackend}})
+    precompile(Tuple{typeof(Plots.has_black_border_for_default), Symbol})
    precompile(Tuple{typeof(Plots.hascolorbar), Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.hascolorbar), Plots.Subplot{Plots.PlotlyBackend}})
    precompile(Tuple{typeof(Plots.hasgrid), Symbol, Symbol})
    precompile(Tuple{typeof(Plots.heatmap), Array{Dates.DateTime, 1}, Int})
-    precompile(Tuple{typeof(Plots.heatmap), Array{Dates.DateTime, 1}, Int})
    precompile(Tuple{typeof(Plots.heatmap_edges), Array{Float64, 1}, Symbol, Array{Float64, 1}, Symbol, Tuple{Int64, Int64}})
    precompile(Tuple{typeof(Plots.heatmap_edges), Array{Float64, 1}, Symbol, Base.UnitRange{Int64}, Symbol, Tuple{Int64, Int64}})
    precompile(Tuple{typeof(Plots.heatmap_edges), Array{Float64, 1}, Symbol, Bool})
-    precompile(Tuple{typeof(Plots.heatmap_edges), Array{Float64, 1}, Symbol, Bool})
    precompile(Tuple{typeof(Plots.heatmap_edges), Array{Float64, 1}, Symbol})
-    precompile(Tuple{typeof(Plots.heatmap_edges), Base.OneTo{Int64}, Symbol, Base.OneTo{Int64}, Symbol, Tuple{Int64, Int64}})
-    precompile(Tuple{typeof(Plots.heatmap_edges), Base.OneTo{Int64}, Symbol, Bool})
-    precompile(Tuple{typeof(Plots.heatmap_edges), Base.OneTo{Int64}, Symbol, Bool})
-    precompile(Tuple{typeof(Plots.heatmap_edges), Base.OneTo{Int64}, Symbol})
    precompile(Tuple{typeof(Plots.heatmap_edges), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Symbol, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Symbol, Tuple{Int64, Int64}})
    precompile(Tuple{typeof(Plots.heatmap_edges), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Symbol, Bool})
-    precompile(Tuple{typeof(Plots.heatmap_edges), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Symbol, Bool})
    precompile(Tuple{typeof(Plots.heatmap_edges), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Symbol})
-    precompile(Tuple{typeof(Plots.heatmap_edges), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Symbol})
-    precompile(Tuple{typeof(Plots.heatmap_edges), Base.UnitRange{Int64}, Symbol, Bool})
    precompile(Tuple{typeof(Plots.heatmap_edges), Base.UnitRange{Int64}, Symbol, Bool})
    precompile(Tuple{typeof(Plots.heatmap_edges), Base.UnitRange{Int64}, Symbol})
    precompile(Tuple{typeof(Plots.ignorenan_extrema), Array{Float64, 1}})
    precompile(Tuple{typeof(Plots.ignorenan_extrema), Array{Float64, 2}})
-    precompile(Tuple{typeof(Plots.ignorenan_extrema), Base.OneTo{Int64}})
    precompile(Tuple{typeof(Plots.ignorenan_extrema), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}})
    precompile(Tuple{typeof(Plots.ignorenan_extrema), Base.StepRange{Int64, Int64}})
    precompile(Tuple{typeof(Plots.ignorenan_extrema), Plots.Axis})
-    precompile(Tuple{typeof(Plots.ignorenan_extrema), Plots.Axis})
-    precompile(Tuple{typeof(Plots.ignorenan_maximum), Array{Float64, 1}})
    precompile(Tuple{typeof(Plots.ignorenan_maximum), Base.OneTo{Int64}})
    precompile(Tuple{typeof(Plots.ignorenan_minimum), Array{Int64, 1}})
    precompile(Tuple{typeof(Plots.ignorenan_minimum), Base.OneTo{Int64}})
-    precompile(Tuple{typeof(Plots.include), String})
    precompile(Tuple{typeof(Plots.inline), Plots.Plot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.inline), Plots.Plot{Plots.PlotlyBackend}})
    precompile(Tuple{typeof(Plots.intersection_point), Float64, Float64, Float64, Float64, Float64, Float64})
@@ -648,38 +453,24 @@ function _precompile_()
    precompile(Tuple{typeof(Plots.is_2tuple), Tuple{Int64, Float64}})
    precompile(Tuple{typeof(Plots.is_2tuple), Tuple{Int64, Int64}})
    precompile(Tuple{typeof(Plots.is_2tuple), Tuple{Int64, Measures.BoundingBox{Tuple{Measures.Length{:w, Float64}, Measures.Length{:h, Float64}}, Tuple{Measures.Length{:w, Float64}, Measures.Length{:h, Float64}}}}})
-    precompile(Tuple{typeof(Plots.is_attr_supported), Plots.GRBackend, Symbol})
-    precompile(Tuple{typeof(Plots.is_attr_supported), Symbol})
    precompile(Tuple{typeof(Plots.is_axis_attr), Symbol})
-    precompile(Tuple{typeof(Plots.is_axis_attr_noletter), Symbol})
    precompile(Tuple{typeof(Plots.is_default_attribute), Symbol})
    precompile(Tuple{typeof(Plots.is_marker_supported), Plots.GRBackend, Symbol})
    precompile(Tuple{typeof(Plots.is_marker_supported), Plots.PlotlyBackend, Symbol})
    precompile(Tuple{typeof(Plots.is_marker_supported), Plots.Shape})
    precompile(Tuple{typeof(Plots.is_marker_supported), Plots.Stroke})
-    precompile(Tuple{typeof(Plots.is_marker_supported), Plots.Stroke})
    precompile(Tuple{typeof(Plots.is_marker_supported), Symbol})
-    precompile(Tuple{typeof(Plots.is_marker_supported), Symbol})
-    precompile(Tuple{typeof(Plots.is_scale_supported), Plots.GRBackend, Symbol})
-    precompile(Tuple{typeof(Plots.is_scale_supported), Plots.PlotlyBackend, Symbol})
-    precompile(Tuple{typeof(Plots.is_series_attr), Symbol})
    precompile(Tuple{typeof(Plots.is_seriestype_supported), Plots.GRBackend, Symbol})
    precompile(Tuple{typeof(Plots.is_seriestype_supported), Plots.PlotlyBackend, Symbol})
    precompile(Tuple{typeof(Plots.is_seriestype_supported), Symbol})
-    precompile(Tuple{typeof(Plots.is_seriestype_supported), Symbol})
-    precompile(Tuple{typeof(Plots.is_style_supported), Plots.GRBackend, Symbol})
-    precompile(Tuple{typeof(Plots.is_style_supported), Plots.PlotlyBackend, Symbol})
-    precompile(Tuple{typeof(Plots.is_subplot_attr), Symbol})
    precompile(Tuple{typeof(Plots.is_uniformly_spaced), Array{Float64, 1}})
    precompile(Tuple{typeof(Plots.iscontour), Plots.Series})
-    precompile(Tuple{typeof(Plots.iscontour), Plots.Series})
    precompile(Tuple{typeof(Plots.isijulia)})
    precompile(Tuple{typeof(Plots.ispolar), Plots.Series})
    precompile(Tuple{typeof(Plots.ispolar), Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.ispolar), Plots.Subplot{Plots.PlotlyBackend}})
    precompile(Tuple{typeof(Plots.isvertical), Base.Dict{Symbol, Any}})
    precompile(Tuple{typeof(Plots.isvertical), RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots.isvertical), RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots.iter_segments), Array{Float64, 1}, Array{Float64, 1}, Int})
    precompile(Tuple{typeof(Plots.iter_segments), Array{Float64, 1}, Array{Float64, 1}})
    precompile(Tuple{typeof(Plots.iter_segments), Array{Int64, 1}, Array{Float64, 1}})
@@ -689,11 +480,9 @@ function _precompile_()
    precompile(Tuple{typeof(Plots.iter_segments), Base.StepRange{Int64, Int64}, Array{Float64, 1}})
    precompile(Tuple{typeof(Plots.iter_segments), Base.UnitRange{Int64}, Array{Float64, 1}})
    precompile(Tuple{typeof(Plots.iter_segments), Plots.Series})
-    precompile(Tuple{typeof(Plots.iter_segments), Plots.Series})
    precompile(Tuple{typeof(Plots.labelfunc), Symbol, Plots.GRBackend})
    precompile(Tuple{typeof(Plots.labelfunc), Symbol, Plots.PlotlyBackend})
    precompile(Tuple{typeof(Plots.layout_args), Base.Dict{Symbol, Any}, Int64})
-    precompile(Tuple{typeof(Plots.layout_args), Base.Dict{Symbol, Any}, Int64})
    precompile(Tuple{typeof(Plots.layout_args), Int64, Int64})
    precompile(Tuple{typeof(Plots.layout_args), Int64, Plots.GridLayout})
    precompile(Tuple{typeof(Plots.layout_args), Int64, Tuple{Int64, Int64}})
@@ -705,18 +494,12 @@ function _precompile_()
    precompile(Tuple{typeof(Plots.leftpad), Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.leftpad), Plots.Subplot{Plots.PlotlyBackend}})
    precompile(Tuple{typeof(Plots.legendfont), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.legendfont), Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.legendfont), Plots.Subplot{Plots.PlotlyBackend}})
    precompile(Tuple{typeof(Plots.legendtitlefont), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.legendtitlefont), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.like_histogram), Symbol})
    precompile(Tuple{typeof(Plots.link_axes!), Array{RecipesBase.AbstractLayout, 1}, Symbol})
-    precompile(Tuple{typeof(Plots.link_axes!), Array{RecipesBase.AbstractLayout, 1}, Symbol})
-    precompile(Tuple{typeof(Plots.link_axes!), Plots.Axis, Plots.Axis})
    precompile(Tuple{typeof(Plots.link_axes!), Plots.Axis, Plots.Axis})
    precompile(Tuple{typeof(Plots.link_axes!), Plots.Axis})
    precompile(Tuple{typeof(Plots.link_axes!), Plots.GridLayout, Symbol})
-    precompile(Tuple{typeof(Plots.link_axes!), Plots.GridLayout, Symbol})
    precompile(Tuple{typeof(Plots.link_axes!), Plots.Subplot{Plots.GRBackend}, Symbol})
    precompile(Tuple{typeof(Plots.link_axes!), Plots.Subplot{Plots.PlotlyBackend}, Symbol})
    precompile(Tuple{typeof(Plots.link_subplots), Array{RecipesBase.AbstractLayout, 1}, Symbol})
@@ -733,16 +516,14 @@ function _precompile_()
    precompile(Tuple{typeof(Plots.make_steps), Nothing, Symbol})
    precompile(Tuple{typeof(Plots.nanappend!), Array{Float64, 1}, Array{Float64, 1}})
    precompile(Tuple{typeof(Plots.ohlc), Array{Plots.OHLC{T} where T<:Real, 1}})
-    precompile(Tuple{typeof(Plots.ohlc), Array{Plots.OHLC{T} where T<:Real, 1}})
    precompile(Tuple{typeof(Plots.optimal_ticks_and_labels), Plots.Subplot{Plots.GRBackend}, Plots.Axis, Base.StepRange{Int64, Int64}})
    precompile(Tuple{typeof(Plots.optimal_ticks_and_labels), Plots.Subplot{Plots.GRBackend}, Plots.Axis, Base.UnitRange{Int64}})
    precompile(Tuple{typeof(Plots.optimal_ticks_and_labels), Plots.Subplot{Plots.GRBackend}, Plots.Axis, Nothing})
-    precompile(Tuple{typeof(Plots.optimal_ticks_and_labels), Plots.Subplot{Plots.GRBackend}, Plots.Axis, Nothing})
    precompile(Tuple{typeof(Plots.optimal_ticks_and_labels), Plots.Subplot{Plots.PlotlyBackend}, Plots.Axis, Base.UnitRange{Int64}})
    precompile(Tuple{typeof(Plots.optimal_ticks_and_labels), Plots.Subplot{Plots.PlotlyBackend}, Plots.Axis, Nothing})
    precompile(Tuple{typeof(Plots.parse_axis_kw), Symbol})
-    precompile(Tuple{typeof(Plots.pie_labels), Plots.Subplot{Plots.GRBackend}, Plots.Series})
-    precompile(Tuple{typeof(Plots.pie_labels), Plots.Subplot{Plots.PlotlyBackend}, Plots.Series})
+    precompile(Tuple{typeof(Plots.partialcircle), Float64, Float64, Int64, Int64})
+    precompile(Tuple{typeof(Plots.partialcircle), Int64, Float64, Int64, Int64})
    precompile(Tuple{typeof(Plots.plotarea!), Plots.GridLayout, Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}})
    precompile(Tuple{typeof(Plots.plotarea!), Plots.Subplot{Plots.GRBackend}, Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}})
    precompile(Tuple{typeof(Plots.plotarea!), Plots.Subplot{Plots.PlotlyBackend}, Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}})
@@ -753,20 +534,12 @@ function _precompile_()
    precompile(Tuple{typeof(Plots.plotly_axis), Plots.Plot{Plots.PlotlyBackend}, Plots.Axis, Plots.Subplot{Plots.PlotlyBackend}})
    precompile(Tuple{typeof(Plots.plotly_colorbar_hack), Plots.Series, Base.Dict{Symbol, Any}, Symbol})
    precompile(Tuple{typeof(Plots.plotly_colorscale), PlotUtils.CategoricalColorGradient, Int64})
-    precompile(Tuple{typeof(Plots.plotly_colorscale), PlotUtils.CategoricalColorGradient, Nothing})
-    precompile(Tuple{typeof(Plots.plotly_colorscale), PlotUtils.ColorPalette, Nothing})
    precompile(Tuple{typeof(Plots.plotly_colorscale), PlotUtils.ContinuousColorGradient, Int64})
    precompile(Tuple{typeof(Plots.plotly_colorscale), PlotUtils.ContinuousColorGradient, Nothing})
    precompile(Tuple{typeof(Plots.plotly_data), Array{Float64, 1}})
    precompile(Tuple{typeof(Plots.plotly_data), Array{Int64, 1}})
-    precompile(Tuple{typeof(Plots.plotly_data), Array{String, 1}})
-    precompile(Tuple{typeof(Plots.plotly_data), Base.OneTo{Int64}})
-    precompile(Tuple{typeof(Plots.plotly_data), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}})
-    precompile(Tuple{typeof(Plots.plotly_data), Base.StepRange{Int64, Int64}})
-    precompile(Tuple{typeof(Plots.plotly_data), Base.UnitRange{Int64}})
    precompile(Tuple{typeof(Plots.plotly_data), Plots.Series, Symbol, Array{Float64, 1}})
    precompile(Tuple{typeof(Plots.plotly_data), Plots.Series, Symbol, Array{Int64, 1}})
-    precompile(Tuple{typeof(Plots.plotly_data), Plots.Series, Symbol, Array{String, 1}})
    precompile(Tuple{typeof(Plots.plotly_data), Plots.Series, Symbol, Base.OneTo{Int64}})
    precompile(Tuple{typeof(Plots.plotly_data), Plots.Series, Symbol, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}})
    precompile(Tuple{typeof(Plots.plotly_data), Plots.Series, Symbol, Base.StepRange{Int64, Int64}})
@@ -786,7 +559,6 @@ function _precompile_()
    precompile(Tuple{typeof(Plots.plotly_native_data), Plots.Axis, Array{Float64, 1}})
    precompile(Tuple{typeof(Plots.plotly_native_data), Plots.Axis, Array{Float64, 2}})
    precompile(Tuple{typeof(Plots.plotly_native_data), Plots.Axis, Array{Int64, 1}})
-    precompile(Tuple{typeof(Plots.plotly_native_data), Plots.Axis, Array{String, 1}})
    precompile(Tuple{typeof(Plots.plotly_native_data), Plots.Axis, Base.OneTo{Int64}})
    precompile(Tuple{typeof(Plots.plotly_native_data), Plots.Axis, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}})
    precompile(Tuple{typeof(Plots.plotly_native_data), Plots.Axis, Base.StepRange{Int64, Int64}})
@@ -807,24 +579,13 @@ function _precompile_()
    precompile(Tuple{typeof(Plots.plotly_series_segments), Plots.Series, Base.Dict{Symbol, Any}, Base.UnitRange{Int64}, Array{Float64, 1}, Nothing, Tuple{Float64, Float64}})
    precompile(Tuple{typeof(Plots.plotly_series_segments), Plots.Series, Base.Dict{Symbol, Any}, Nothing, Nothing, Nothing, Tuple{Float64, Float64}})
    precompile(Tuple{typeof(Plots.plotly_series_shapes), Plots.Plot{Plots.PlotlyBackend}, Plots.Series, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.plotly_surface_data), Plots.Series, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.plotly_surface_data), Plots.Series, Base.OneTo{Int64}})
-    precompile(Tuple{typeof(Plots.plotly_surface_data), Plots.Series, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}})
-    precompile(Tuple{typeof(Plots.plotly_surface_data), Plots.Series, Base.UnitRange{Int64}})
    precompile(Tuple{typeof(Plots.plotly_surface_data), Plots.Series, RecipesPipeline.Surface{Array{Float64, 2}}})
    precompile(Tuple{typeof(Plots.png), Plots.Plot{Plots.GRBackend}, String})
-    precompile(Tuple{typeof(Plots.png), Plots.Plot{Plots.GRBackend}, String})
    precompile(Tuple{typeof(Plots.prepare_output), Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.prepare_output), Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.prepare_output), Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.prepare_output), Plots.Plot{Plots.PlotlyBackend}})
    precompile(Tuple{typeof(Plots.prepare_output), Plots.Plot{Plots.PlotlyBackend}})
    precompile(Tuple{typeof(Plots.processFillArg), Base.Dict{Symbol, Any}, Bool})
-    precompile(Tuple{typeof(Plots.processFillArg), Base.Dict{Symbol, Any}, Float64})
    precompile(Tuple{typeof(Plots.processFillArg), Base.Dict{Symbol, Any}, Int64})
    precompile(Tuple{typeof(Plots.processFillArg), Base.Dict{Symbol, Any}, Symbol})
-    precompile(Tuple{typeof(Plots.processFillArg), Base.Dict{Symbol, Any}, Symbol})
-    precompile(Tuple{typeof(Plots.processFillArg), Base.Dict{Symbol, Any}, Symbol})
    precompile(Tuple{typeof(Plots.processFontArg!), Base.Dict{Symbol, Any}, Symbol, Int64})
    precompile(Tuple{typeof(Plots.processFontArg!), Base.Dict{Symbol, Any}, Symbol, String})
    precompile(Tuple{typeof(Plots.processFontArg!), Base.Dict{Symbol, Any}, Symbol, Symbol})
@@ -834,27 +595,16 @@ function _precompile_()
    precompile(Tuple{typeof(Plots.processGridArg!), Base.Dict{Symbol, Any}, Symbol, Symbol})
    precompile(Tuple{typeof(Plots.processGridArg!), RecipesPipeline.DefaultsDict, Bool, Symbol})
    precompile(Tuple{typeof(Plots.processLineArg), Base.Dict{Symbol, Any}, Array{Symbol, 2}})
-    precompile(Tuple{typeof(Plots.processLineArg), Base.Dict{Symbol, Any}, Array{Symbol, 2}})
-    precompile(Tuple{typeof(Plots.processLineArg), Base.Dict{Symbol, Any}, Array{Symbol, 2}})
    precompile(Tuple{typeof(Plots.processLineArg), Base.Dict{Symbol, Any}, Float64})
    precompile(Tuple{typeof(Plots.processLineArg), Base.Dict{Symbol, Any}, Int64})
    precompile(Tuple{typeof(Plots.processLineArg), Base.Dict{Symbol, Any}, Symbol})
-    precompile(Tuple{typeof(Plots.processLineArg), Base.Dict{Symbol, Any}, Symbol})
-    precompile(Tuple{typeof(Plots.processLineArg), Base.Dict{Symbol, Any}, Symbol})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Array{Symbol, 2}})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Array{Symbol, 2}})
    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Array{Symbol, 2}})
    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Bool})
    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, ColorTypes.RGBA{Float64}})
    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Float64})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Float64})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Int64})
    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Int64})
    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Plots.Shape})
    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Plots.Stroke})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Plots.Stroke})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Symbol})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Symbol})
    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Symbol})
    precompile(Tuple{typeof(Plots.processMinorGridArg!), Base.Dict{Symbol, Any}, Bool, Symbol})
    precompile(Tuple{typeof(Plots.process_annotation), Plots.Subplot{Plots.GRBackend}, Int64, Float64, Plots.PlotText, Plots.Font})
@@ -864,11 +614,8 @@ function _precompile_()
    precompile(Tuple{typeof(Plots.process_axis_arg!), Base.Dict{Symbol, Any}, Base.StepRange{Int64, Int64}, Symbol})
    precompile(Tuple{typeof(Plots.process_axis_arg!), Base.Dict{Symbol, Any}, String, Symbol})
    precompile(Tuple{typeof(Plots.process_axis_arg!), Base.Dict{Symbol, Any}, Symbol, Symbol})
-    precompile(Tuple{typeof(Plots.process_axis_arg!), Base.Dict{Symbol, Any}, Symbol, Symbol})
    precompile(Tuple{typeof(Plots.process_axis_arg!), Base.Dict{Symbol, Any}, Tuple{Int64, Int64}, Symbol})
    precompile(Tuple{typeof(Plots.recompute_lengths), Array{Measures.Measure, 1}})
-    precompile(Tuple{typeof(Plots.recompute_lengths), Array{Measures.Measure, 1}})
-    precompile(Tuple{typeof(Plots.recompute_lengths), Array{Measures.Measure, 1}})
    precompile(Tuple{typeof(Plots.replaceAlias!), Base.Dict{Symbol, Any}, Symbol, Base.Dict{Symbol, Symbol}})
    precompile(Tuple{typeof(Plots.replaceAlias!), RecipesPipeline.DefaultsDict, Symbol, Base.Dict{Symbol, Symbol}})
    precompile(Tuple{typeof(Plots.replaceAliases!), Base.Dict{Symbol, Any}, Base.Dict{Symbol, Symbol}})
@@ -882,20 +629,13 @@ function _precompile_()
    precompile(Tuple{typeof(Plots.series_annotations), Array{Any, 1}})
    precompile(Tuple{typeof(Plots.series_annotations), Plots.SeriesAnnotations})
    precompile(Tuple{typeof(Plots.series_annotations_shapes!), Plots.Series, Symbol})
-    precompile(Tuple{typeof(Plots.series_annotations_shapes!), Plots.Series, Symbol})
    precompile(Tuple{typeof(Plots.series_idx), Array{Base.Dict{Symbol, Any}, 1}, Base.Dict{Symbol, Any}})
    precompile(Tuple{typeof(Plots.shape_data), Plots.Series, Int64})
-    precompile(Tuple{typeof(Plots.shape_data), Plots.Series, Int64})
    precompile(Tuple{typeof(Plots.should_add_to_legend), Plots.Series})
-    precompile(Tuple{typeof(Plots.should_add_to_legend), Plots.Series})
-    precompile(Tuple{typeof(Plots.showaxis), Symbol, Symbol})
    precompile(Tuple{typeof(Plots.showaxis), Symbol, Symbol})
    precompile(Tuple{typeof(Plots.shrink_by), Float64, Float64, Float64})
    precompile(Tuple{typeof(Plots.slice_arg!), Base.Dict{Symbol, Any}, Base.Dict{Symbol, Any}, Symbol, Int64, Bool})
-    precompile(Tuple{typeof(Plots.slice_arg!), Base.Dict{Symbol, Any}, Base.Dict{Symbol, Any}, Symbol, Int64, Bool})
    precompile(Tuple{typeof(Plots.slice_arg!), Base.Dict{Symbol, Any}, RecipesPipeline.DefaultsDict, Symbol, Int64, Bool})
-    precompile(Tuple{typeof(Plots.slice_arg!), Base.Dict{Symbol, Any}, RecipesPipeline.DefaultsDict, Symbol, Int64, Bool})
-    precompile(Tuple{typeof(Plots.slice_arg!), RecipesPipeline.DefaultsDict, RecipesPipeline.DefaultsDict, Symbol, Int64, Bool})
    precompile(Tuple{typeof(Plots.slice_arg!), RecipesPipeline.DefaultsDict, RecipesPipeline.DefaultsDict, Symbol, Int64, Bool})
    precompile(Tuple{typeof(Plots.slice_arg), Array{ColorTypes.RGBA{Float64}, 2}, Int64})
    precompile(Tuple{typeof(Plots.slice_arg), Array{Float64, 2}, Int64})
@@ -918,69 +658,46 @@ function _precompile_()
    precompile(Tuple{typeof(Plots.slice_arg), Tuple{Int64, Int64}, Int64})
    precompile(Tuple{typeof(Plots.slice_arg), typeof(identity), Int64})
    precompile(Tuple{typeof(Plots.straightline_data), Plots.Series, Int64})
-    precompile(Tuple{typeof(Plots.straightline_data), Plots.Series, Int64})
    precompile(Tuple{typeof(Plots.straightline_data), Tuple{Int64, Int64}, Tuple{Float64, Float64}, Array{Float64, 1}, Array{Float64, 1}, Int64})
    precompile(Tuple{typeof(Plots.stroke), Int64, Int})
-    precompile(Tuple{typeof(Plots.stroke), Int64, Int})
    precompile(Tuple{typeof(Plots.supported_markers), Plots.GRBackend})
    precompile(Tuple{typeof(Plots.supported_markers), Plots.PlotlyBackend})
    precompile(Tuple{typeof(Plots.supported_markers)})
-    precompile(Tuple{typeof(Plots.supported_markers)})
    precompile(Tuple{typeof(Plots.supported_styles), Plots.GRBackend})
    precompile(Tuple{typeof(Plots.supported_styles), Plots.PlotlyBackend})
    precompile(Tuple{typeof(Plots.supported_styles)})
-    precompile(Tuple{typeof(Plots.supported_styles)})
    precompile(Tuple{typeof(Plots.test_examples), Symbol})
    precompile(Tuple{typeof(Plots.text), String, Int64, Symbol, Symbol})
-    precompile(Tuple{typeof(Plots.text), String, Int64, Symbol, Symbol})
    precompile(Tuple{typeof(Plots.text), String, Plots.Font})
    precompile(Tuple{typeof(Plots.text), String, Symbol, Int64, Int})
-    precompile(Tuple{typeof(Plots.text), String, Symbol, Int64, Int})
-    precompile(Tuple{typeof(Plots.text), String, Symbol})
    precompile(Tuple{typeof(Plots.text), String, Symbol})
    precompile(Tuple{typeof(Plots.text_size), Int64, Int64, Int64})
    precompile(Tuple{typeof(Plots.tick_padding), Plots.Subplot{Plots.PlotlyBackend}, Plots.Axis})
    precompile(Tuple{typeof(Plots.tickfont), Plots.Axis})
-    precompile(Tuple{typeof(Plots.tickfont), Plots.Axis})
    precompile(Tuple{typeof(Plots.ticksType), Tuple{Array{Float64, 1}, Array{Any, 1}}})
    precompile(Tuple{typeof(Plots.ticksType), Tuple{Array{Float64, 1}, Array{String, 1}}})
    precompile(Tuple{typeof(Plots.ticksType), Tuple{Array{Int64, 1}, Array{String, 1}}})
    precompile(Tuple{typeof(Plots.title!), String})
-    precompile(Tuple{typeof(Plots.title!), String})
    precompile(Tuple{typeof(Plots.title_padding), Plots.Subplot{Plots.PlotlyBackend}})
    precompile(Tuple{typeof(Plots.titlefont), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.titlefont), Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.titlefont), Plots.Subplot{Plots.PlotlyBackend}})
    precompile(Tuple{typeof(Plots.top), Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}})
    precompile(Tuple{typeof(Plots.toppad), Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.toppad), Plots.Subplot{Plots.PlotlyBackend}})
    precompile(Tuple{typeof(Plots.transpose_z), Plots.Series, Array{Float64, 2}, Bool})
    precompile(Tuple{typeof(Plots.update_child_bboxes!), Plots.GridLayout, Array{Measures.Length{:mm, Float64}, 1}})
-    precompile(Tuple{typeof(Plots.update_child_bboxes!), Plots.GridLayout, Array{Measures.Length{:mm, Float64}, 1}})
-    precompile(Tuple{typeof(Plots.update_child_bboxes!), Plots.GridLayout, Array{Measures.Length{:mm, Float64}, 1}})
-    precompile(Tuple{typeof(Plots.update_child_bboxes!), Plots.GridLayout, Array{Measures.Length{:mm, Float64}, 1}})
-    precompile(Tuple{typeof(Plots.update_child_bboxes!), Plots.GridLayout})
-    precompile(Tuple{typeof(Plots.update_child_bboxes!), Plots.GridLayout})
-    precompile(Tuple{typeof(Plots.update_child_bboxes!), Plots.GridLayout})
    precompile(Tuple{typeof(Plots.update_child_bboxes!), Plots.GridLayout})
    precompile(Tuple{typeof(Plots.update_child_bboxes!), Plots.Subplot{Plots.GRBackend}, Array{Measures.Length{:mm, Float64}, 1}})
    precompile(Tuple{typeof(Plots.update_child_bboxes!), Plots.Subplot{Plots.PlotlyBackend}, Array{Measures.Length{:mm, Float64}, 1}})
    precompile(Tuple{typeof(Plots.update_inset_bboxes!), Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.update_inset_bboxes!), Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.update_inset_bboxes!), Plots.Plot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.update_inset_bboxes!), Plots.Plot{Plots.PlotlyBackend}})
    precompile(Tuple{typeof(Plots.vline!), Array{Int64, 1}})
-    precompile(Tuple{typeof(Plots.vline!), Array{Int64, 1}})
    precompile(Tuple{typeof(Plots.wand_edges), Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.wand_edges), Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.warn_on_unsupported), Plots.GRBackend, RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots.warn_on_unsupported), Plots.GRBackend, RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots.warn_on_unsupported), Plots.PlotlyBackend, RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots.warn_on_unsupported_args), Plots.GRBackend, RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots.warn_on_unsupported_args), Plots.GRBackend, RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots.warn_on_unsupported_args), Plots.PlotlyBackend, RecipesPipeline.DefaultsDict})
    precompile(Tuple{typeof(Plots.warn_on_unsupported_scales), Plots.GRBackend, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.warn_on_unsupported_scales), Plots.GRBackend, Base.Dict{Symbol, Any}})
    precompile(Tuple{typeof(Plots.warn_on_unsupported_scales), Plots.PlotlyBackend, Base.Dict{Symbol, Any}})
    precompile(Tuple{typeof(Plots.widen), Float64, Float64, Symbol})
    precompile(Tuple{typeof(Plots.wraptuple), Array{Any, 1}})
@@ -994,8 +711,6 @@ function _precompile_()
    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Array{Symbol, 2}, Int64, Float64, Plots.Stroke}})
    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Array{Symbol, 2}, Int64}})
    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Base.LinRange{Float64}, Base.LinRange{Float64}}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Float64, Array{Symbol, 2}, Int64}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Float64, Symbol}})
    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Int64, Array{Symbol, 2}}})
    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Int64, Float64, Symbol, Plots.Stroke}})
    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Int64, Float64, Symbol}})
@@ -1012,20 +727,14 @@ function _precompile_()
    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Symbol, Symbol, Symbol, Int64, Float64}})
    precompile(Tuple{typeof(Plots.wraptuple), Tuple{}})
    precompile(Tuple{typeof(Plots.write_temp_html), Plots.Plot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.write_temp_html), Plots.Plot{Plots.PlotlyBackend}})
    precompile(Tuple{typeof(Plots.xgrid!), Plots.Plot{Plots.GRBackend}, Symbol, Int})
    precompile(Tuple{typeof(Plots.xgrid!), Plots.Plot{Plots.PlotlyBackend}, Symbol, Int})
    precompile(Tuple{typeof(Plots.xlims), Int64})
-    precompile(Tuple{typeof(Plots.xlims), Int64})
-    precompile(Tuple{typeof(Plots.xlims), Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.xlims), Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.xlims), Plots.Subplot{Plots.PlotlyBackend}})
    precompile(Tuple{typeof(Plots.xy_mm_to_pcts), Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}})
    precompile(Tuple{typeof(Plots.yaxis!), String, Symbol})
-    precompile(Tuple{typeof(Plots.yaxis!), String, Symbol})
    precompile(Tuple{typeof(Plots.ylims), Int64})
-    precompile(Tuple{typeof(Plots.ylims), Int64})
-    precompile(Tuple{typeof(Plots.ylims), Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.ylims), Plots.Subplot{Plots.GRBackend}})
    precompile(Tuple{typeof(Plots.ylims), Plots.Subplot{Plots.PlotlyBackend}})
 end
@@ -71,8 +71,9 @@ const POTENTIAL_VECTOR_ARGUMENTS = [
    :marker_z,
    :markerstrokecolor,
    :markerstrokealpha,
+    :xerror,
    :yerror,
-    :yerror,
+    :zerror,
    :series_annotations,
    :fillrange,
 ]
@@ -459,7 +460,7 @@ end
@deps plots_heatmap shape
 is_3d(::Type{Val{:plots_heatmap}}) = true
 RecipesPipeline.is_surface(::Type{Val{:plots_heatmap}}) = true
-
+RecipesPipeline.is_surface(::Type{Val{:hexbin}}) = true
 # ---------------------------------------------------------------------------
 # Histograms

@@ -537,14 +538,19 @@ end
@recipe function f(::Type{Val{:scatterbins}}, x, y, z)
    edge, weights, xscale, yscale, baseline =
        _preprocess_binlike(plotattributes, x, y)
-    xerror := diff(edge) / 2
+    @series begin
+        x := _bin_centers(edge)
+        xerror := diff(edge) / 2
+        primary := false
+        seriestype := :xerror
+        ()
+    end
    x := _bin_centers(edge)
    y := weights
    seriestype := :scatter
    ()
 end
-@deps scatterbins scatter
-
+@deps scatterbins xerror scatter

 function _stepbins_path(
    edge,
@@ -885,6 +891,28 @@ end
 end


+# ---------------------------------------------------------------------------
+# pie
+@recipe function f(::Type{Val{:pie}}, x, y, z)
+    framestyle --> :none
+    aspect_ratio --> true
+    s = sum(y)
+    θ = 0
+    for i in eachindex(y)
+        θ_new = θ + 2π * y[i] / s
+        coords = [(0.0, 0.0); partialcircle(θ, θ_new, 50)]
+        @series begin
+            seriestype := :shape
+            label --> string(x[i])
+            x := first.(coords)
+            y := last.(coords)
+        end
+        θ = θ_new
+    end
+end
+@deps pie shape
+
+
 # ---------------------------------------------------------------------------
 # scatter 3d

@@ -1000,7 +1028,7 @@ end

 function error_style!(plotattributes::AKW)
    plotattributes[:seriestype] = :path
-    plotattributes[:linecolor] = plotattributes[:markerstrokecolor]
+    plotattributes[:markercolor] = plotattributes[:markerstrokecolor] 
    plotattributes[:linewidth] = plotattributes[:markerstrokewidth]
    plotattributes[:label] = ""
 end
@@ -1072,7 +1100,7 @@ end
    end
    ()
 end
-@deps xerror path
+@deps zerror path


 # TODO: move quiver to PlotRecipes
@@ -381,8 +381,7 @@ julia> curves([1,2,3,4],[1,1,2,4])
@shorthands curves

 "Plot a pie diagram"
-pie(args...; kw...)        = plot(args...; kw...,  seriestype = :pie, aspect_ratio = :equal, grid=false, xticks=nothing, yticks=nothing)
-pie!(args...; kw...)       = plot!(args...; kw..., seriestype = :pie, aspect_ratio = :equal, grid=false, xticks=nothing, yticks=nothing)
+@shorthands pie

 "Plot with seriestype :path3d"
 plot3d(args...; kw...)     = plot(args...; kw...,  seriestype = :path3d)
@@ -42,12 +42,24 @@ get_subplot_index(plt::Plot, sp::Subplot) = findfirst(x -> x === sp, plt.subplot
 series_list(sp::Subplot) = sp.series_list # filter(series -> series.plotattributes[:subplot] === sp, sp.plt.series_list)

 function should_add_to_legend(series::Series)
-    series.plotattributes[:primary] && series.plotattributes[:label] != "" &&
-        !(series.plotattributes[:seriestype] in (
-            :hexbin,:bins2d,:histogram2d,:hline,:vline,
-            :contour,:contourf,:contour3d,:surface,:wireframe,
-            :heatmap, :pie, :image
-        ))
+    series.plotattributes[:primary] &&
+    series.plotattributes[:label] != "" &&
+    !(
+        series.plotattributes[:seriestype] in (
+            :hexbin,
+            :bins2d,
+            :histogram2d,
+            :hline,
+            :vline,
+            :contour,
+            :contourf,
+            :contour3d,
+            :surface,
+            :wireframe,
+            :heatmap,
+            :image,
+        )
+    )
 end

 # ----------------------------------------------------------------------
@@ -75,7 +75,11 @@ function iter_segments(series::Series)
        if series[:seriestype] in (:scatter, :scatter3d)
            return [[i] for i in eachindex(y)]
        else
-            return [i:(i + 1) for i in firstindex(y):lastindex(y)-1]
+            if any(isnan,y)
+                return [iter_segments(y)...]
+            else
+                return [i:(i + 1) for i in firstindex(y):lastindex(y)-1]
+            end
        end
    else
        segs = UnitRange{Int}[]
@@ -136,7 +140,7 @@ _cycle(cl::PlotUtils.AbstractColorList, idx::AVec{Int}) = cl[mod1.(idx, end)]
 _as_gradient(grad) = grad
 _as_gradient(v::AbstractVector{<:Colorant}) = cgrad(v)
 _as_gradient(cp::ColorPalette) = cgrad(cp, categorical = true)
-_as_gradient(c::Colorant) = ColorGradient([c,c])
+_as_gradient(c::Colorant) = cgrad([c, c])

 makevec(v::AVec) = v
 makevec(v::T) where {T} = T[v]
@@ -208,13 +212,6 @@ Base.first(x::Symbol) = x

 sortedkeys(plotattributes::Dict) = sort(collect(keys(plotattributes)))

-
-const _scale_base = Dict{Symbol, Real}(
-    :log10 => 10,
-    :log2 => 2,
-    :ln => ℯ,
-)
-
 function _heatmap_edges(v::AVec, isedges::Bool = false)
    length(v) == 1 && return v[1] .+ [-0.5, 0.5]
    if isedges return v end
@@ -305,6 +302,11 @@ Base.convert(::Type{Vector{T}}, rng::AbstractRange{S}) where {T<:Real,S<:Real} =

 Base.merge(a::AbstractVector, b::AbstractVector) = sort(unique(vcat(a,b)))

+# recursively merge kw-dicts, e.g. for merging extra_kwargs / extra_plot_kwargs in plotly)
+recursive_merge(x::AbstractDict...) = merge(recursive_merge, x...)
+# if values are not AbstractDicts, take the last definition (as does merge)
+recursive_merge(x...) = x[end]
+
 nanpush!(a::AbstractVector, b) = (push!(a, NaN); push!(a, b))
 nanappend!(a::AbstractVector, b) = (push!(a, NaN); append!(a, b))

@@ -417,44 +419,46 @@ xlims(sp_idx::Int = 1) = xlims(current(), sp_idx)
 ylims(sp_idx::Int = 1) = ylims(current(), sp_idx)
 zlims(sp_idx::Int = 1) = zlims(current(), sp_idx)

+# These functions return an operator for use in `get_clims(::Seres, op)`
+process_clims(lims::NTuple{2,<:Number}) = (zlims -> ifelse.(isfinite.(lims), lims, zlims)) ∘ ignorenan_extrema
+process_clims(s::Union{Symbol,Nothing,Missing}) = ignorenan_extrema
+# don't specialize on ::Function otherwise python functions won't work
+process_clims(f) = f

-function get_clims(sp::Subplot)
+function get_clims(sp::Subplot, op=process_clims(sp[:clims]))
    zmin, zmax = Inf, -Inf
    for series in series_list(sp)
        if series[:colorbar_entry]
-            zmin, zmax = _update_clims(zmin, zmax, get_clims(series)...)
+            zmin, zmax = _update_clims(zmin, zmax, get_clims(series, op)...)
        end
    end
-    clims = sp[:clims]
-    if is_2tuple(clims)
-        isfinite(clims[1]) && (zmin = clims[1])
-        isfinite(clims[2]) && (zmax = clims[2])
-    end
    return zmin <= zmax ? (zmin, zmax) : (NaN, NaN)
 end

-function get_clims(sp::Subplot, series::Series)
+function get_clims(sp::Subplot, series::Series, op=process_clims(sp[:clims]))
    zmin, zmax = if series[:colorbar_entry]
-        get_clims(sp)
+        get_clims(sp, op)
    else
-        get_clims(series)
-    end
-    clims = sp[:clims]
-    if is_2tuple(clims)
-        isfinite(clims[1]) && (zmin = clims[1])
-        isfinite(clims[2]) && (zmax = clims[2])
+        get_clims(series, op)
    end
    return zmin <= zmax ? (zmin, zmax) : (NaN, NaN)
 end

-function get_clims(series::Series)
+"""
+    get_clims(::Series, op=Plots.ignorenan_extrema)
+
+Finds the limits for the colorbar by taking the "z-values" for the series and passing them into `op`,
+which must return the tuple `(zmin, zmax)`. The default op is the extrema of the finite
+values of the input.
+"""
+function get_clims(series::Series, op=ignorenan_extrema)
    zmin, zmax = Inf, -Inf
-    z_colored_series = (:contour, :contour3d, :heatmap, :histogram2d, :surface)
+    z_colored_series = (:contour, :contour3d, :heatmap, :histogram2d, :surface, :hexbin)
    for vals in (series[:seriestype] in z_colored_series ? series[:z] : nothing, series[:line_z], series[:marker_z], series[:fill_z])
        if (typeof(vals) <: AbstractSurface) && (eltype(vals.surf) <: Union{Missing, Real})
-            zmin, zmax = _update_clims(zmin, zmax, ignorenan_extrema(vals.surf)...)
+            zmin, zmax = _update_clims(zmin, zmax, op(vals.surf)...)
        elseif (vals !== nothing) && (eltype(vals) <: Union{Missing, Real})
-            zmin, zmax = _update_clims(zmin, zmax, ignorenan_extrema(vals)...)
+            zmin, zmax = _update_clims(zmin, zmax, op(vals)...)
        end
    end
    return zmin <= zmax ? (zmin, zmax) : (NaN, NaN)
@@ -488,7 +492,7 @@ end
 hascolorbar(series::Series) = colorbar_style(series) !== nothing
 hascolorbar(sp::Subplot) = sp[:colorbar] != :none && any(hascolorbar(s) for s in series_list(sp))

-iscontour(series::Series) = series[:seriestype] == :contour
+iscontour(series::Series) = series[:seriestype] in (:contour, :contour3d)
 isfilledcontour(series::Series) = iscontour(series) && series[:fillrange] !== nothing

 function contour_levels(series::Series, clims)
@@ -594,7 +598,28 @@ function has_attribute_segments(series::Series)
    end
    series[:seriestype] == :shape && return false
    # ... else we check relevant attributes if they have multiple inputs
-    return any((typeof(series[attr]) <: AbstractVector && length(series[attr]) > 1) for attr in [:seriescolor, :seriesalpha, :linecolor, :linealpha, :linewidth, :linestyle, :fillcolor, :fillalpha, :markercolor, :markeralpha, :markerstrokecolor, :markerstrokealpha]) || any(typeof(series[attr]) <: AbstractArray for attr in (:line_z, :fill_z, :marker_z))
+    return any(
+        (typeof(series[attr]) <: AbstractVector && length(series[attr]) > 1)
+        for
+        attr in [
+            :seriescolor,
+            :seriesalpha,
+            :linecolor,
+            :linealpha,
+            :linewidth,
+            :linestyle,
+            :fillcolor,
+            :fillalpha,
+            :markercolor,
+            :markeralpha,
+            :markersize,
+            :markerstrokecolor,
+            :markerstrokealpha,
+            :markerstrokewidth,
+        ]
+    ) || any(
+        typeof(series[attr]) <: AbstractArray for attr in (:line_z, :fill_z, :marker_z)
+    )
 end

 function get_aspect_ratio(sp)
@@ -610,6 +635,17 @@ function get_aspect_ratio(sp)
    return aspect_ratio
 end

+get_size(kw) = get(kw, :size, default(:size))
+get_size(plt::Plot) = get_size(plt.attr)
+get_size(sp::Subplot) = get_size(sp.plt)
+get_size(series::Series) = get_size(series.plotattributes[:subplot])
+
+get_thickness_scaling(kw) = get(kw, :thickness_scaling, default(:thickness_scaling))
+get_thickness_scaling(plt::Plot) = get_thickness_scaling(plt.attr)
+get_thickness_scaling(sp::Subplot) = get_thickness_scaling(sp.plt)
+get_thickness_scaling(series::Series) =
+    get_thickness_scaling(series.plotattributes[:subplot])
+
 # ---------------------------------------------------------------

 makekw(; kw...) = KW(kw)
@@ -952,7 +988,7 @@ px2inch(px::Real)       = float(px / PX_PER_INCH)
 inch2mm(inches::Real)   = float(inches * MM_PER_INCH)
 mm2inch(mm::Real)       = float(mm / MM_PER_INCH)
 px2mm(px::Real)         = float(px * MM_PER_PX)
-mm2px(mm::Real)         = float(px / MM_PER_PX)
+mm2px(mm::Real)         = float(mm / MM_PER_PX)


 "Smallest x in plot"
@@ -326,3 +326,23 @@ end
      #    end
   end # testset
 end # testset
+
+@testset "Extra kwargs" begin
+   pl = plot(1:5, test = "me")
+   @test pl[1][1].plotattributes[:extra_kwargs][:test] == "me"
+   pl = plot(1:5, test = "me", extra_kwargs = :subplot)
+   @test pl[1].attr[:extra_kwargs][:test] == "me"
+   pl = plot(1:5, test = "me", extra_kwargs = :plot)
+   @test pl.attr[:extra_plot_kwargs][:test] == "me"
+   pl = plot(1:5, extra_kwargs = Dict(:plot => Dict(:test => "me"), :series => Dict(:and => "me too")))
+   @test pl.attr[:extra_plot_kwargs][:test] == "me"
+   @test pl[1][1].plotattributes[:extra_kwargs][:and] == "me too"
+   pl = plot(
+     plot(1:5, title="Line"),
+     scatter(1:5, title="Scatter", extra_kwargs=Dict(:subplot=>Dict("axis line shift" => "10pt")))
+   )
+   Plots._update_plot_object(pl)
+   axes = Plots.pgfx_axes(pl.o)
+   @test !haskey(axes[1].options.dict, "axis line shift")
+   @test haskey(axes[2].options.dict, "axis line shift")
+end # testset
Author	SHA1	Message	Date
Simon Christ	b73dd46521	bump version [skip ci]	2020-05-25 15:01:42 +02:00
isentropic	7bbb2070a7	pyplot colorbar fixes (#2722 ) * pyplot colorbar fixes * pyplot colorbar fixes * pyplot: sligtly reworked colorbars * pyplot 3d color bar fixes * pyplot 3d color bar fixes	2020-05-25 15:00:56 +02:00
Simon Christ	8859518f2d	update compat bounds (#2727 )	2020-05-25 10:05:33 +02:00
Simon Christ	7f063c71b5	bump version [skip ci]	2020-05-21 12:35:16 +02:00
hhaensel	1e9691a7c0	Add support for mathjax (latex) and extra_plot_kwargs in plotly backend (#2719 ) * support mathjax header in plotly backend * support extra_plot_kwargs in plotly backend * correct local file parameter to `file:///` * corrections proposed by @BeastyBlacksmith * include extra_kwargs for subplots * don't merge subplot extra_kwargs Co-authored-by: Helmut Haensel <M136270@eu.merckgroup.com> Co-authored-by: Simon Christ <SimonChrist@gmx.de>	2020-05-21 12:32:25 +02:00
Simon Christ	e5269bcf95	bump version [skip ci]	2020-05-20 15:56:25 +02:00
Simon Christ	fdd76a6ca1	Update bug.md	2020-05-20 15:55:52 +02:00
Simon Christ	d19525c269	improve title- and legendlocation (#2718 ) * improve titlelocation * fix default case * improve legend position	2020-05-20 14:55:19 +02:00
Simon Christ	593331dec2	change default alignment in legends (#2714 )	2020-05-19 21:20:14 +02:00
Simon Christ	b780d90097	minor bump [skip ci]	2020-05-19 13:04:49 +02:00
Simon Christ	2f9ce790e4	deprecate pgfplots (#2711 ) * deprecate pgfplots * Update backends.jl * Update backends.jl * Rename src/backends/pgfplots.jl to src/backends/deprecated/pgfplots.jl * Update init.jl	2020-05-19 13:03:54 +02:00
Simon Christ	d8f4519b0c	bump version [skip ci]	2020-05-17 10:29:13 +02:00
Simon Christ	702e41f55d	add all guide_positions (#2710 ) * add all guide_positions * remove show	2020-05-17 10:28:21 +02:00
Simon Christ	682ac29fcd	fix clims (#2709 )	2020-05-16 20:10:39 +02:00
Simon Christ	c6ce23d0af	bump version [skip ci]	2020-05-14 14:45:00 +02:00
Daniel Schwabeneder	9ae7d2dd9d	Merge pull request #2700 from daschw/pgfx-colorbar pgfplotsx colorbar improvements	2020-05-14 14:17:41 +02:00
isentropic	6ec05628d5	python depthshade (#2703 ) * python depthshade * python depthshade	2020-05-14 12:26:18 +02:00
Daniel Schwabeneder	f26ebdc2f1	remove unused color strings	2020-05-13 17:21:18 +02:00
Daniel Schwabeneder	c97255fc08	don't make colorbars thinner	2020-05-13 17:03:52 +02:00
Daniel Schwabeneder	9d1ede016b	make colorbars thinner	2020-05-13 17:03:52 +02:00
Daniel Schwabeneder	7eb8f2452c	colorbar positions :top, :bottom and :left and colorbar tickfont fixes	2020-05-13 17:03:52 +02:00
Daniel Schwabeneder	0a6e691222	allow disabling the colorbar in pgfplotsx	2020-05-13 17:03:52 +02:00
jamblejoe	238aca6a78	added description for argument `legendtitle` (#2697 )	2020-05-12 18:32:21 +02:00
Simon Christ	1f039b3adc	bump version [skip ci]	2020-05-11 16:52:42 +02:00
Simon Christ	219465d599	fix contours (#2692 ) * fix 2d-contour * fix filled contours (colorbar is off) * activate fixed examples	2020-05-11 16:52:00 +02:00
Simon Christ	1963cee94a	fix it again (#2694 )	2020-05-11 16:51:38 +02:00
Simon Christ	ae43e05f6f	bump version [skip ci]	2020-05-09 13:10:32 +02:00
Simon Christ	5cd2ba7296	Delete tmpplotsave.hdf5	2020-05-09 13:09:53 +02:00
isentropic	4a00018f25	pyplot hexbin (#2679 ) * pyplot hexbin * pyplot hexbin changes	2020-05-09 13:07:32 +02:00
Simon Christ	32c725e770	error bars behind in scatterplots (#2677 ) * errors behind for :scatter * fix plots with no seriestype	2020-05-09 13:05:15 +02:00
Daniel Schwabeneder	4e2ee35125	Merge pull request #2684 from daschw/gr-ticklabel fix numeric gr ticklabels	2020-05-08 10:15:04 +02:00
Daniel Schwabeneder	35b0751714	fix numeric gr ticklabels	2020-05-07 18:17:47 +02:00
Zh	28ebc0ccd8	pyplot hexbin	2020-05-07 03:02:00 +09:00
Simon Christ	3d693d88e0	Change color handling of error recipes (#2675 ) * fix iteration of segments * fix error vector arg detection * change color handling of recipes	2020-05-06 18:21:54 +02:00
Daniel Schwabeneder	6ddf31d465	Merge pull request #2673 from komi1230/master Removed arrow3d from gr.jl in backends/	2020-05-05 20:50:40 +02:00
Yusuke Kominami	5c1ea707ca	removed unnecessary args	2020-05-06 01:24:20 +09:00
Yusuke Kominami	a6669f89a0	removed arrow3d	2020-05-05 23:18:03 +09:00
Simon Christ	2a2d509c36	Version bump [skip ci]	2020-05-05 10:26:56 +02:00
isentropic	fd4efb3f33	PyPlot: z-axis guidefontrotation only works for short labels Fix 2641 (#2667 )	2020-05-05 10:26:01 +02:00
isentropic	e90ab0b898	PyPlot fix contour labels (#2668 )	2020-05-05 10:25:12 +02:00
Simon Christ	44367c54da	fix quiver (#2670 )	2020-05-05 10:24:15 +02:00
Daniel Schwabeneder	3273a65889	Merge pull request #2657 from mileslucas/climsfunc allow passing a function to `clims`	2020-05-05 08:18:07 +02:00
Miles Lucas	0aa606d835	fix typo in get_clims function docstring	2020-05-04 11:05:53 -10:00
Simon Christ	40848e7432	fix error recipes (#2665 ) * fix scatterbins * fix zerror	2020-05-04 18:16:29 +02:00
Michael Krabbe Borregaard	fe4cc4d58c	update patch version	2020-05-04 18:12:20 +02:00
Daniel Schwabeneder	56f90ffaf3	Merge pull request #2663 from dietercastel/webm Added webm support for animations.	2020-05-03 19:28:49 +02:00
Daniel Schwabeneder	dfb556339f	Merge pull request #2662 from daschw/plotarea GR size fixes	2020-05-03 15:54:56 +02:00
Daniel Schwabeneder	61f5a7f437	fix extra_kwargs docs string	2020-05-03 15:39:51 +02:00
Daniel Schwabeneder	3be9b8d076	fix outer legend font size	2020-05-03 15:37:12 +02:00
Daniel Schwabeneder	2a138dee40	fix get_size and get_thickness_scaling for series	2020-05-03 15:37:12 +02:00
Daniel Schwabeneder	712ef74b81	remove const _gr_plot_size, _gr_point_mult and _gr_thickness_scaling	2020-05-03 15:37:12 +02:00
Daniel Schwabeneder	ba8ca424cf	remove gloabal viewport_plotarea in gr	2020-05-03 15:37:12 +02:00
Dieter Castel	c6784a779b	Added webm support for animations.	2020-05-03 15:31:55 +02:00
Simon Christ	d667cb7e57	update documentation of extra_kwargs	2020-05-03 15:10:34 +02:00
Miles Lucas	10a5c2ed1d	fix bug with Tuple clims and fix typos	2020-05-01 00:10:27 -10:00
Miles Lucas	8cce78c890	fix typos	2020-04-30 23:38:52 -10:00
Miles Lucas	294ade8aad	refactor get_clims calls to use operators	2020-04-30 23:32:30 -10:00
Miles Lucas	a59e8411c9	update clims arg description	2020-04-30 22:30:03 -10:00
Daniel Schwabeneder	d973f437ef	Merge pull request #2653 from daschw/segments make segments for vectors of markersize and markerstrokewidth	2020-04-30 14:05:45 +02:00
Josef Heinen	d5ce2c1431	Merge remote-tracking branch 'upstream/master'	2020-04-30 13:25:06 +02:00
Josef Heinen	834e2a99e3	add actual GR version	2020-04-30 13:18:32 +02:00
Daniel Schwabeneder	f8e9e33347	Merge pull request #2650 from daschw/pyplot pyplot legend marker fixes	2020-04-30 13:17:53 +02:00
Daniel Schwabeneder	a0c7781296	make segments for vectors of markersize and markerstrokewidth	2020-04-30 13:16:33 +02:00
Daniel Schwabeneder	2ea998983d	fix legend marker for vector of markersizes [skip ci]	2020-04-30 10:04:04 +02:00
Daniel Schwabeneder	e44b220b84	fix legend marker linewidth for steppre and steppost [skip ci]	2020-04-30 10:03:21 +02:00
Daniel Schwabeneder	756cccb114	remove lines in legend markers for scatter plots in pyplot [skip ci]	2020-04-30 09:46:13 +02:00
Simon Christ	af9982b804	minor bump [skip ci]	2020-04-29 11:47:54 +02:00
Simon Christ	1b946a18d2	passing of extra keywords to pgfplotsx (#2200 ) * transfer commit * extra_kwargs gets populated * make extra_kwargs a series kw. * turn extra_kwargs into Dict of Dicts * pass to pgfplotsx-backend * add test * change to dict * it even works * cleanup * undo pgfplots changes * all of them * fix tests * add pgfplotsx tests and special handling of :add Co-authored-by: Simon Christ <Simon.Christ@mpikg.mpg.de>	2020-04-29 11:43:57 +02:00
Simon Christ	a397bfd549	bump version [skip ci] @JuliaRegistrator register	2020-04-29 11:33:36 +02:00
isentropic	d276ac6857	pyplot: legend marker scales independently (#2616 ) * pyplot: legend marker scales independently * pyplot: marker size scales correctly * pyplot: marker size scales correctly * pyplot: marker size scales correctly * pyplot: lw in legend scales with legendfont * pyplot: legendmarker size 0.8	2020-04-29 11:32:22 +02:00
Daniel Schwabeneder	475d1c2398	Merge pull request #2646 from daschw/release bump version [skip ci]	2020-04-28 22:06:42 +02:00
Daniel Schwabeneder	d6ae848aec	bump version [skip ci]	2020-04-28 22:05:36 +02:00
Daniel Schwabeneder	8976fc4ae4	Merge pull request #2644 from daschw/pie Implement pie as series recipe	2020-04-28 22:01:42 +02:00
Daniel Schwabeneder	095191f8e6	Merge pull request #2645 from daschw/zulip add zulip chat link to readme	2020-04-28 21:58:55 +02:00
Daniel Schwabeneder	83ad031c13	add zulip chat link to readme	2020-04-28 21:44:24 +02:00
Daniel Schwabeneder	2b1673df6f	Merge pull request #2643 from daschw/legendmarker (Legend) marker scaling for GR	2020-04-28 21:17:10 +02:00
Daniel Schwabeneder	b867ad58f8	update precompiles	2020-04-28 20:48:09 +02:00
Daniel Schwabeneder	8b897c3460	implement pie series recipe	2020-04-28 20:48:09 +02:00
Daniel Schwabeneder	e5cb36af7a	fix legend linewidth	2020-04-28 20:46:44 +02:00
Daniel Schwabeneder	cdaa10be27	update precompile file	2020-04-28 19:40:30 +02:00
Daniel Schwabeneder	fe3813b5af	scale GR markers with thickness_scaling	2020-04-28 19:20:18 +02:00
Daniel Schwabeneder	311bbdc99b	scale GR legend markers and lines with legend fontsize	2020-04-28 19:15:42 +02:00
Daniel Schwabeneder	c90fa4d63c	Merge pull request #2639 from daschw/inspectdr fix inspectdr	2020-04-27 15:44:22 +02:00
Daniel Schwabeneder	04c1c6c0ed	fix inspectdr	2020-04-27 15:17:41 +02:00
Daniel Schwabeneder	47a8294d99	Merge pull request #2637 from daschw/const Fix most redefining constant warnings in backend code.	2020-04-26 22:13:11 +02:00
Daniel Schwabeneder	f3cf8d884a	bump version	2020-04-26 21:48:54 +02:00
Daniel Schwabeneder	fe2d46d1eb	fix pgfx_get_ functions	2020-04-26 21:43:55 +02:00
Daniel Schwabeneder	a0ba0e232e	remove unused dict	2020-04-26 21:25:49 +02:00
Daniel Schwabeneder	6565515446	update precompiles	2020-04-26 20:59:56 +02:00
Daniel Schwabeneder	65b0f44626	move missing hdf5 type to backends	2020-04-26 20:57:56 +02:00
Daniel Schwabeneder	b80ba99100	move remaining const to backends.jl	2020-04-26 20:49:02 +02:00
Daniel Schwabeneder	60980f7f7f	remove const in pyplot	2020-04-26 20:25:38 +02:00
Daniel Schwabeneder	5132bebc7f	remove const in plotlyjs	2020-04-26 20:16:31 +02:00
Daniel Schwabeneder	275738e7ea	remove const in plotly	2020-04-26 20:15:14 +02:00
Daniel Schwabeneder	5759fd61ea	remove const in pgfplotsx - 1 more left	2020-04-26 20:03:19 +02:00
Daniel Schwabeneder	577acbdeb6	remove const in ORCA	2020-04-26 19:38:47 +02:00
Daniel Schwabeneder	4d94725797	remove const in inspectdr	2020-04-26 19:37:20 +02:00
Daniel Schwabeneder	ad4f92e36d	remove some const in hdf5 - 4 more left	2020-04-26 19:30:22 +02:00
Daniel Schwabeneder	577ac33826	remove some const in gr	2020-04-26 19:15:16 +02:00
Simon Christ	3275719f12	fix topleft legend	2020-04-26 15:20:00 +02:00
Daniel Schwabeneder	f636edf4c0	Merge pull request #2635 from daschw/colorschemes fix _as_gradient(::Colorant)	2020-04-26 10:47:13 +02:00
Daniel Schwabeneder	84039a79de	bump version	2020-04-26 10:46:26 +02:00
Daniel Schwabeneder	d64ba707e9	fix _as_gradient(::Colorant)	2020-04-25 10:43:09 +02:00