Update precompile_*.jl file

Co-authored-by: Will Tebbutt <will.tebbutt@invenialabs.co.uk>

.gitattributes

@@ -0,0 +1,6 @@
+# Set default behaviour to automatically normalize line endings.
+* text=auto
+
+# Force bash scripts to always use lf line endings so that if a repo is accessed
+# in Unix via a file share from Windows, the scripts will work.
+*.sh text eol=lf

.github/workflows/CompatHelper.yml

@@ -2,23 +2,16 @@ name: CompatHelper
 
 on:
   schedule:
-    - cron: '00 * * * *'
+    - cron: '00 00 * * *'
 
 jobs:
   CompatHelper:
-    runs-on: ${{ matrix.os }}
+    runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        julia-version: [1.2.0]
-        julia-arch: [x86]
-        os: [ubuntu-latest]
     steps:
-      - uses: julia-actions/setup-julia@latest
-        with:
-          version: ${{ matrix.julia-version }}
       - name: Pkg.add("CompatHelper")
         run: julia -e 'using Pkg; Pkg.add("CompatHelper")'
       - name: CompatHelper.main()
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          COMPATHELPER_PRIV: ${{ secrets.COMPATHELPER_PRIV }}  # optional
         run: julia -e 'using CompatHelper; CompatHelper.main()'

.github/workflows/SnoopCompile.yml

@@ -0,0 +1,89 @@
+name: SnoopCompile
+
+on:
+  push:
+    branches:
+    #  - 'master'  # NOTE: to run the bot only on pushes to master
+
+defaults:
+  run:
+    shell: bash
+
+jobs:
+  SnoopCompile:
+    if: "!contains(github.event.head_commit.message, '[skip ci]')"
+    env:
+      GKS_ENCODING: "utf8"
+      GKSwstype: "100"
+      PLOTS_TEST: "true"
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        version:   # NOTE: the versions below should match those in your botconfig
+          - '1.5'
+        os:        # NOTE: should match the os setting of your botconfig
+          - ubuntu-latest
+        arch:
+          - x64
+    steps:
+      # Setup environment
+      - uses: actions/checkout@v2
+      - uses: julia-actions/setup-julia@latest
+        with:
+          version: ${{ matrix.version }}
+
+      - name: Install dependencies
+        run: |
+          julia --project -e 'using Pkg; Pkg.instantiate();'
+          julia -e 'using Pkg; Pkg.add( PackageSpec(name = "CompileBot", version = "1") ); Pkg.develop(PackageSpec(; path=pwd())); using CompileBot; CompileBot.addtestdep();'
+
+
+      # TESTCMD
+      - name: Default TESTCMD
+        run: echo ::set-env name=TESTCMD::"julia"
+      - name: Ubuntu TESTCMD
+        if: startsWith(matrix.os,'ubuntu')
+        run: echo ::set-env name=TESTCMD::"xvfb-run --auto-servernum julia"
+
+      # Generate precompile files
+      - name: Generating precompile files
+        run: $TESTCMD --project -e 'include("deps/SnoopCompile/snoop_bot.jl")'   # NOTE: must match path
+
+      # Run benchmarks
+      - name: Running Benchmark
+        run: $TESTCMD --project -e 'include("deps/SnoopCompile/snoop_bench.jl")' # NOTE: optional, if have benchmark file
+
+      - name: Upload all
+        uses: actions/upload-artifact@v2.0.1
+        with:
+          path: ./
+
+  Create_PR:
+    if: "!contains(github.event.head_commit.message, '[skip ci]')"
+    needs: SnoopCompile
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - name: Download all
+        uses: actions/download-artifact@v2
+
+      - name: CompileBot postprocess
+        run: julia -e 'using Pkg; Pkg.add( PackageSpec(name = "CompileBot", version = "1") ); using CompileBot; CompileBot.postprocess();'
+
+      - name: Create Pull Request
+        uses: peter-evans/create-pull-request@v3
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+          commit-message: Update precompile_*.jl file
+          title: "[AUTO] Update precompiles"
+          labels: SnoopCompile
+          branch: "SnoopCompile_AutoPR"
+
+
+  Skip:
+    if: "contains(github.event.head_commit.message, '[skip ci]')"
+    runs-on: ubuntu-latest
+    steps:
+      - name: Skip CI 🚫
+        run: echo skip ci

.github/workflows/TagBot.yml

@@ -1,9 +1,12 @@
 name: TagBot
 on:
-  schedule:
+  issue_comment:
-    - cron: 0 * * * *
+    types:
+      - created
+  workflow_dispatch:
 jobs:
   TagBot:
+    if: github.event_name == 'workflow_dispatch' || github.actor == 'JuliaTagBot'
     runs-on: ubuntu-latest
     steps:
       - uses: JuliaRegistries/TagBot@v1

.github/workflows/ci.yml

@@ -11,68 +11,67 @@ defaults:
 jobs:
   CI:
     if: "!contains(github.event.head_commit.message, '[skip ci]')"
-    
     env:
       GKS_ENCODING: "utf8"
 
+    name: Julia ${{ matrix.version }} - ${{ matrix.os }}
     runs-on: ${{ matrix.os }}
+    continue-on-error: ${{ matrix.version == 'nightly' }}
     strategy:
       fail-fast: false
       matrix:
-        julia_version:
+        version:
-          - 'nightly'
           - '1'
-          - '1.0'
+          - 'nightly'
         os:
           - ubuntu-latest
           - windows-latest
           - macos-latest
         arch:
           - x64
-        #  - x32
+          # - x86
+
     steps:
-      
+
       # Setup environment
       - uses: actions/checkout@v2
       - uses: julia-actions/setup-julia@latest
         with:
-          version: ${{ matrix.julia_version }}
+          version: ${{ matrix.version }}
       - name: Cache artifacts
         uses: actions/cache@v1
         env:
           cache-name: cache-artifacts
         with:
-          path: ~/.julia/artifacts 
+          path: ~/.julia/artifacts
           key: ${{ runner.os }}-test-${{ env.cache-name }}-${{ hashFiles('**/Project.toml') }}
           restore-keys: |
             ${{ runner.os }}-test-${{ env.cache-name }}-
             ${{ runner.os }}-test-
             ${{ runner.os }}-
-          
+
-      # OS Dependencies            
+      ## maybe required if we ever want to run graphical tests for plotly
+      # OS Dependencies
       # - name: Ubuntu OS dependencies
       #   if: startsWith(matrix.os,'ubuntu')
       #   run: |
       #    ./test/install_wkhtmltoimage.sh
-  
-      #  at-spi2-core, libgtk-3-dev,  libgtk-3-0, and xvfb  are already installed: https://github.com/actions/virtual-environments/blob/master/images/linux/scripts/installers/basic.sh  
 
-  
       # TESTCMD
       - name: Default TESTCMD
         run: echo ::set-env name=TESTCMD::"julia"
       - name: Ubuntu TESTCMD
         if: startsWith(matrix.os,'ubuntu')
-        run: echo ::set-env name=TESTCMD::"xvfb-run julia"
+        run: echo ::set-env name=TESTCMD::"xvfb-run --auto-servernum julia"
 
-      # Julia Deoendencies
+      # Julia Dependencies
       - name: Install Julia dependencies
         uses: julia-actions/julia-buildpkg@latest
-        
+
       # Run tests
       - name: Run Graphical test
         run:  $TESTCMD --project -e 'using Pkg; Pkg.test(coverage=true);'
-          
+
       - name: Codecov
         uses: julia-actions/julia-uploadcodecov@latest
         env:

.gitignore

@@ -4,7 +4,7 @@
 .DS_Store
 examples/.ipynb_checkpoints/*
 examples/meetup/.ipynb_checkpoints/*
-deps/plotly-latest.min.js
+deps/plotly-*
 deps/build.log
 deps/deps.jl
 Manifest.toml

Project.toml

@@ -1,7 +1,7 @@
 name = "Plots"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
 author = ["Tom Breloff (@tbreloff)"]
-version = "1.3.7"
+version = "1.9.0"
 
 [deps]
 Base64 = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
@@ -10,12 +10,12 @@ Dates = "ade2ca70-3891-5945-98fb-dc099432e06a"
 FFMPEG = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 FixedPointNumbers = "53c48c17-4a7d-5ca2-90c5-79b7896eea93"
 GR = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
-GeometryTypes = "4d00f742-c7ba-57c2-abde-4428a4b178cb"
+GeometryBasics = "5c1252a2-5f33-56bf-86c9-59e7332b4326"
 JSON = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
+Latexify = "23fbe1c1-3f47-55db-b15f-69d7ec21a316"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 Measures = "442fdcdd-2543-5da2-b0f3-8c86c306513e"
 NaNMath = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
-Pkg = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
 PlotThemes = "ccf2f8ad-2431-5c83-bf29-c5338b663b6a"
 PlotUtils = "995b91a9-d308-5afd-9ec6-746e21dbc043"
 Printf = "de0858da-6303-5e67-8744-51eddeeeb8d7"
@@ -25,6 +25,7 @@ RecipesBase = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
 RecipesPipeline = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 Reexport = "189a3867-3050-52da-a836-e630ba90ab69"
 Requires = "ae029012-a4dd-5104-9daa-d747884805df"
+Scratch = "6c6a2e73-6563-6170-7368-637461726353"
 Showoff = "992d4aef-0814-514b-bc4d-f2e9a6c4116f"
 SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
@@ -33,25 +34,27 @@ UUIDs = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
 
 [compat]
 Contour = "0.5"
-FFMPEG = "0.2, 0.3"
+FFMPEG = "0.2, 0.3, 0.4"
 FixedPointNumbers = "0.6, 0.7, 0.8"
-GR = "0.46, 0.47, 0.48, 0.49, 0.50"
+GR = "0.46, 0.47, 0.48, 0.49, 0.50, 0.51, 0.52, 0.53"
-GeometryTypes = "0.7, 0.8"
+GeometryBasics = "0.2, 0.3.1"
-JSON = "0.21"
+JSON = "0.21, 1"
+Latexify = "0.14"
 Measures = "0.3"
 NaNMath = "0.3"
-PGFPlotsX = "1.2.0"
 PlotThemes = "2"
 PlotUtils = "1"
 RecipesBase = "1"
-RecipesPipeline = "0.1.7"
+RecipesPipeline = "0.2"
 Reexport = "0.2"
 Requires = "1"
+Scratch = "1"
 Showoff = "0.3.1"
 StatsBase = "0.32, 0.33"
-julia = "1"
+julia = "1.5"
 
 [extras]
+Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
 FileIO = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
 Gtk = "4c0ca9eb-093a-5379-98c5-f87ac0bbbf44"
 HDF5 = "f67ccb44-e63f-5c2f-98bd-6dc0ccc4ba2f"
@@ -61,11 +64,13 @@ LibGit2 = "76f85450-5226-5b5a-8eaa-529ad045b433"
 OffsetArrays = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
 PGFPlotsX = "8314cec4-20b6-5062-9cdb-752b83310925"
 RDatasets = "ce6b1742-4840-55fa-b093-852dadbb1d8b"
+StableRNGs = "860ef19b-820b-49d6-a774-d7a799459cd3"
 StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
 StatsPlots = "f3b207a7-027a-5e70-b257-86293d7955fd"
 Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
+TestImages = "5e47fb64-e119-507b-a336-dd2b206d9990"
 UnicodePlots = "b8865327-cd53-5732-bb35-84acbb429228"
 VisualRegressionTests = "34922c18-7c2a-561c-bac1-01e79b2c4c92"
 
 [targets]
-test = ["FileIO", "Gtk", "ImageMagick", "Images", "LibGit2", "OffsetArrays", "PGFPlotsX", "HDF5", "RDatasets", "StaticArrays", "StatsPlots", "Test", "UnicodePlots", "VisualRegressionTests"]
+test = ["Distributions", "FileIO", "Gtk", "ImageMagick", "Images", "LibGit2", "OffsetArrays", "PGFPlotsX", "HDF5", "RDatasets", "StableRNGs", "StaticArrays", "StatsPlots", "Test", "TestImages", "UnicodePlots", "VisualRegressionTests"]

README.md

@@ -1,12 +1,7 @@
 # Plots
 
-![GitHub Actions CI](https://github.com/JuliaPlots/Plots.jl/workflows/ci/badge.svg)
+[gh-ci-img]: https://github.com/JuliaPlots/Plots.jl/workflows/ci/badge.svg?branch=master
-
+[gh-ci-url]: https://github.com/JuliaPlots/Plots.jl/actions?query=workflow%3Aci
-[travis-img]: https://img.shields.io/travis/JuliaPlots/Plots.jl?logo=travis
-[travis-url]: https://travis-ci.org/JuliaPlots/Plots.jl
-
-[appveyor-img]: https://ci.appveyor.com/api/projects/status/github/juliaplots/plots.jl?branch=master&svg=true
-[appveyor-url]: https://ci.appveyor.com/project/mkborregaard/plots-jl
 
 [pkgeval-img]: https://juliaci.github.io/NanosoldierReports/pkgeval_badges/P/Plots.svg
 [pkgeval-url]: https://juliaci.github.io/NanosoldierReports/pkgeval_badges/report.html
@@ -17,8 +12,7 @@
 [docs-img]: https://img.shields.io/badge/docs-stable-blue.svg
 [docs-url]: http://docs.juliaplots.org/latest/
 
-[![][travis-img]][travis-url]
+[![][gh-ci-img]][gh-ci-url]
-[![][appveyor-img]][appveyor-url]
 [![][pkgeval-img]][pkgeval-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]

deps/SnoopCompile/precompile/linux/1.5/precompile_Plots.jl

@@ -0,0 +1,390 @@
+const __bodyfunction__ = Dict{Method,Any}()
+
+# Find keyword "body functions" (the function that contains the body
+# as written by the developer, called after all missing keyword-arguments
+# have been assigned values), in a manner that doesn't depend on
+# gensymmed names.
+# `mnokw` is the method that gets called when you invoke it without
+# supplying any keywords.
+function __lookup_kwbody__(mnokw::Method)
+    function getsym(arg)
+        isa(arg, Symbol) && return arg
+        @assert isa(arg, GlobalRef)
+        return arg.name
+    end
+
+    f = get(__bodyfunction__, mnokw, nothing)
+    if f === nothing
+        fmod = mnokw.module
+        # The lowered code for `mnokw` should look like
+        #   %1 = mkw(kwvalues..., #self#, args...)
+        #        return %1
+        # where `mkw` is the name of the "active" keyword body-function.
+        ast = Base.uncompressed_ast(mnokw)
+        if isa(ast, Core.CodeInfo) && length(ast.code) >= 2
+            callexpr = ast.code[end-1]
+            if isa(callexpr, Expr) && callexpr.head == :call
+                fsym = callexpr.args[1]
+                if isa(fsym, Symbol)
+                    f = getfield(fmod, fsym)
+                elseif isa(fsym, GlobalRef)
+                    if fsym.mod === Core && fsym.name === :_apply
+                        f = getfield(mnokw.module, getsym(callexpr.args[2]))
+                    elseif fsym.mod === Core && fsym.name === :_apply_iterate
+                        f = getfield(mnokw.module, getsym(callexpr.args[3]))
+                    else
+                        f = getfield(fsym.mod, fsym.name)
+                    end
+                else
+                    f = missing
+                end
+            else
+                f = missing
+            end
+        else
+            f = missing
+        end
+        __bodyfunction__[mnokw] = f
+    end
+    return f
+end
+
+function _precompile_()
+    ccall(:jl_generating_output, Cint, ()) == 1 || return nothing
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.Type)),NamedTuple{(:label, :blank),Tuple{Symbol,Bool}},Type{Plots.EmptyLayout}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.Type)),NamedTuple{(:label, :width, :height),Tuple{Symbol,Symbol,Measures.Length{:pct,Float64}}},Type{Plots.EmptyLayout}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.Type)),NamedTuple{(:parent,),Tuple{Plots.GridLayout}},Type{Plots.Subplot},Plots.GRBackend})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.Type)),NamedTuple{(:parent,),Tuple{Plots.GridLayout}},Type{Plots.Subplot},Plots.PlotlyBackend})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.Type)),NamedTuple{(:parent,),Tuple{Plots.Subplot{Plots.GRBackend}}},Type{Plots.Subplot},Plots.GRBackend})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.Type)),NamedTuple{(:parent,),Tuple{Plots.Subplot{Plots.PlotlyBackend}}},Type{Plots.Subplot},Plots.PlotlyBackend})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots._make_hist)),NamedTuple{(:normed, :weights),Tuple{Bool,Array{Int64,1}}},typeof(Plots._make_hist),Tuple{Array{Float64,1}},Symbol})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots._make_hist)),NamedTuple{(:normed, :weights),Tuple{Bool,Nothing}},typeof(Plots._make_hist),Tuple{Array{Float64,1},Array{Float64,1}},Int64})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots._make_hist)),NamedTuple{(:normed, :weights),Tuple{Bool,Nothing}},typeof(Plots._make_hist),Tuple{Array{Float64,1}},Symbol})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:flip,),Tuple{Bool}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:formatter,),Tuple{typeof(RecipesPipeline.datetimeformatter)}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:grid, :lims),Tuple{Bool,Tuple{Int64,Int64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:grid, :lims, :flip),Tuple{Bool,Tuple{Int64,Int64},Bool}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:grid,),Tuple{Bool}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:gridlinewidth, :grid, :gridalpha, :gridstyle, :foreground_color_grid),Tuple{Int64,Bool,Float64,Symbol,RGBA{Float64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:guide,),Tuple{String}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:lims, :flip, :ticks, :guide),Tuple{Tuple{Int64,Int64},Bool,StepRange{Int64,Int64},String}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:lims,),Tuple{Tuple{Float64,Float64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:lims,),Tuple{Tuple{Int64,Float64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:lims,),Tuple{Tuple{Int64,Int64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:rotation,),Tuple{Int64}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:scale, :guide),Tuple{Symbol,String}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:ticks,),Tuple{UnitRange{Int64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.default)),NamedTuple{(:titlefont, :legendfontsize, :guidefont, :tickfont, :guide, :framestyle, :yminorgrid),Tuple{Tuple{Int64,String},Int64,Tuple{Int64,Symbol},Tuple{Int64,Symbol},String,Symbol,Bool}},typeof(default)})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(Plots.gr_polyline),Array{Int64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(Plots.gr_polyline),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(Plots.gr_polyline),StepRange{Int64,Int64},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(Plots.gr_polyline),UnitRange{Int64},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(Plots.gr_polyline),UnitRange{Int64},UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.heatmap)),Any,typeof(heatmap),Any,Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.histogram)),Any,typeof(histogram),Any})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.hline!)),Any,typeof(hline!),Any})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.lens!)),Any,typeof(lens!),Any,Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:alpha, :seriestype),Tuple{Float64,Symbol}},typeof(plot!),Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:annotation,),Tuple{Array{Tuple{Int64,Float64,Plots.PlotText},1}}},typeof(plot!)})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:line, :seriestype),Tuple{Tuple{Int64,Symbol,Float64,Array{Symbol,2}},Symbol}},typeof(plot!),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:lw, :color),Tuple{Int64,Symbol}},typeof(plot!),Function,Float64,Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:lw, :color),Tuple{Int64,Symbol}},typeof(plot!),Plots.Plot{Plots.GRBackend},Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:marker, :series_annotations, :seriestype),Tuple{Tuple{Int64,Float64,Symbol},Array{Any,1},Symbol}},typeof(plot!),Plots.Plot{Plots.GRBackend},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:marker, :series_annotations, :seriestype),Tuple{Tuple{Int64,Float64,Symbol},Array{Any,1},Symbol}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:marker, :series_annotations, :seriestype),Tuple{Tuple{Int64,Float64,Symbol},Array{Any,1},Symbol}},typeof(plot!),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:markersize, :c, :seriestype),Tuple{Int64,Symbol,Symbol}},typeof(plot!),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:seriestype, :inset),Tuple{Symbol,Tuple{Int64,Measures.BoundingBox{Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}},Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}}}}}},typeof(plot!),Array{Int64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:seriestype, :inset),Tuple{Symbol,Tuple{Int64,Measures.BoundingBox{Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}},Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}}}}}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:seriestype, :inset),Tuple{Symbol,Tuple{Int64,Measures.BoundingBox{Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}},Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}}}}}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:seriestype,),Tuple{Symbol}},typeof(plot!),Array{Int64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:title,),Tuple{String}},typeof(plot!)})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:w,),Tuple{Int64}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:xgrid,),Tuple{Tuple{Symbol,Symbol,Int64,Symbol,Float64}}},typeof(plot!),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:yaxis,),Tuple{Tuple{String,Symbol}}},typeof(plot!)})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String,Symbol}},typeof(plot!),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String,Symbol}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String,Symbol}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:annotations, :leg),Tuple{Tuple{Int64,Float64,Plots.PlotText},Bool}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:aspect_ratio, :seriestype),Tuple{Int64,Symbol}},typeof(plot),Array{String,1},Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:bins, :weights, :seriestype),Tuple{Symbol,Array{Int64,1},Symbol}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:color, :line, :marker),Tuple{Array{Symbol,2},Tuple{Symbol,Int64},Tuple{Array{Symbol,2},Int64,Float64,Plots.Stroke}}},typeof(plot),Array{Array{T,1} where T,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:connections, :seriestype),Tuple{Tuple{Array{Int64,1},Array{Int64,1},Array{Int64,1}},Symbol}},typeof(plot),Array{Int64,1},Array{Int64,1},Vararg{Array{Int64,1},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:fill, :seriestype),Tuple{Bool,Symbol}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:framestyle, :title, :color, :layout, :label, :markerstrokewidth, :ticks, :seriestype),Tuple{Array{Symbol,2},Array{String,2},Base.ReshapedArray{Int64,2,UnitRange{Int64},Tuple{}},Int64,String,Int64,UnitRange{Int64},Symbol}},typeof(plot),Array{Array{Float64,1},1},Array{Array{Float64,1},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:grid, :title),Tuple{Tuple{Symbol,Symbol,Symbol,Int64,Float64},String}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:lab, :w, :palette, :fill, :α),Tuple{String,Int64,PlotUtils.ContinuousColorGradient,Int64,Float64}},typeof(plot),StepRange{Int64,Int64},Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:label, :title, :xlabel, :linewidth, :legend),Tuple{Array{String,2},String,String,Int64,Symbol}},typeof(plot),Array{Function,1},Float64,Vararg{Float64,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:label,),Tuple{Array{String,2}}},typeof(plot),Array{AbstractArray{Float64,1},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :group, :linetype, :linecolor),Tuple{Plots.GridLayout,Array{String,1},Array{Symbol,2},Symbol}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :label, :fillrange, :fillalpha),Tuple{Tuple{Int64,Int64},String,Int64,Float64}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Vararg{Plots.Plot{Plots.GRBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :label, :fillrange, :fillalpha),Tuple{Tuple{Int64,Int64},String,Int64,Float64}},typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Vararg{Plots.Plot{Plots.PlotlyBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :link),Tuple{Int64,Symbol}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :link),Tuple{Int64,Symbol}},typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :palette, :bg_inside),Tuple{Int64,Array{PlotUtils.ContinuousColorGradient,2},Array{Symbol,2}}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :t, :leg, :ticks, :border),Tuple{Plots.GridLayout,Array{Symbol,2},Bool,Nothing,Symbol}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :title, :titlelocation, :left_margin, :bottom_margin, :xrotation),Tuple{Plots.GridLayout,Array{String,2},Symbol,Array{Measures.Length{:mm,Float64},2},Measures.Length{:mm,Float64},Int64}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :xlims),Tuple{Plots.GridLayout,Tuple{Int64,Float64}}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Vararg{Plots.Plot{Plots.GRBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:legend,),Tuple{Bool}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Vararg{Plots.Plot{Plots.GRBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:legend,),Tuple{Bool}},typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Vararg{Plots.Plot{Plots.PlotlyBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:legend,),Tuple{Symbol}},typeof(plot),Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:legend,),Tuple{Symbol}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Vararg{Plots.Plot{Plots.GRBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:legend,),Tuple{Symbol}},typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Vararg{Plots.Plot{Plots.PlotlyBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:line, :lab, :ms),Tuple{Tuple{Array{Symbol,2},Int64},Array{String,2},Int64}},typeof(plot),Array{Array{T,1} where T,1},Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:line, :label, :legendtitle),Tuple{Tuple{Int64,Array{Symbol,2}},Array{String,2},String}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:line, :leg, :fill),Tuple{Int64,Bool,Tuple{Int64,Symbol}}},typeof(plot),Function,Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:line, :marker, :bg, :fg, :xlim, :ylim, :leg),Tuple{Tuple{Int64,Symbol,Symbol},Tuple{Shape,Int64,RGBA{Float64}},Symbol,Symbol,Tuple{Int64,Int64},Tuple{Int64,Int64},Bool}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:line_z, :linewidth, :legend),Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Int64,Bool}},typeof(plot),Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:m, :lab, :bg, :xlim, :ylim, :seriestype),Tuple{Tuple{Int64,Symbol},Array{String,2},Symbol,Tuple{Int64,Int64},Tuple{Int64,Int64},Symbol}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:marker,),Tuple{Bool}},typeof(plot),Array{Union{Missing, Int64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:marker_z, :color, :legend, :seriestype),Tuple{typeof(+),Symbol,Bool,Symbol}},typeof(plot),Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:nbins, :seriestype),Tuple{Int64,Symbol}},typeof(plot),Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:nbins, :show_empty_bins, :normed, :aspect_ratio, :seriestype),Tuple{Tuple{Int64,Int64},Bool,Bool,Int64,Symbol}},typeof(plot),Array{Complex{Float64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:proj, :m),Tuple{Symbol,Int64}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:projection, :seriestype),Tuple{Symbol,Symbol}},typeof(plot),Array{Int64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:quiver, :seriestype),Tuple{Tuple{Array{Float64,1},Array{Float64,1},Array{Float64,1}},Symbol}},typeof(plot),Array{Float64,1},Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:reg, :fill),Tuple{Bool,Tuple{Int64,Symbol}}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:ribbon,),Tuple{Tuple{LinRange{Float64},LinRange{Float64}}}},typeof(plot),UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:ribbon,),Tuple{typeof(sqrt)}},typeof(plot),UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:seriestype, :markershape, :markersize, :color),Tuple{Array{Symbol,2},Array{Symbol,1},Int64,Array{Symbol,1}}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:seriestype,),Tuple{Symbol}},typeof(plot),Array{Dates.DateTime,1},UnitRange{Int64},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:seriestype,),Tuple{Symbol}},typeof(plot),Array{OHLC,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:st, :xlabel, :ylabel, :zlabel),Tuple{Symbol,String,String,String}},typeof(plot),Array{Float64,1},Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:title, :l, :seriestype),Tuple{String,Float64,Symbol}},typeof(plot),Array{String,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:title,),Tuple{Array{String,2}}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:title,),Tuple{Array{String,2}}},typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:title,),Tuple{String}},typeof(plot),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:title,),Tuple{String}},typeof(plot),Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:w,),Tuple{Int64}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:xaxis, :background_color, :leg),Tuple{Tuple{String,Tuple{Int64,Int64},StepRange{Int64,Int64},Symbol},RGB{Float64},Bool}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:yflip, :aspect_ratio),Tuple{Bool,Symbol}},typeof(plot),Array{Float64,1},Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:zcolor, :m, :leg, :cbar, :w),Tuple{StepRange{Int64,Int64},Tuple{Int64,Float64,Symbol,Plots.Stroke},Bool,Bool,Int64}},typeof(plot),Array{Float64,1},Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.portfoliocomposition)),Any,typeof(portfoliocomposition),Any,Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.scatter!)),Any,typeof(scatter!),Any,Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.scatter!)),Any,typeof(scatter!),Any})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.test_examples)),NamedTuple{(:skip,),Tuple{Array{Int64,1}}},typeof(test_examples),Symbol})
+    Base.precompile(Tuple{Type{Plots.GridLayout},Int64,Vararg{Int64,N} where N})
+    Base.precompile(Tuple{Type{Shape},Array{Tuple{Float64,Float64},1}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.copyto_nonleaf!),Array{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},1},Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.contour_levels),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}},Base.RefValue{Tuple{Float64,Float64}}}},Base.OneTo{Int64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Base.Broadcast.materialize),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.contour_levels),Tuple{Array{Any,1},Base.RefValue{Tuple{Float64,Float64}}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.materialize),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.get_linecolor),Tuple{Array{Any,1},Base.RefValue{Tuple{Float64,Float64}}}}})
+    Base.precompile(Tuple{typeof(Base.collect_similar),Array{AbstractLayout,1},Base.Generator{Array{AbstractLayout,1},typeof(Plots.leftpad)}})
+    Base.precompile(Tuple{typeof(Base.collect_similar),Array{AbstractLayout,2},Base.Generator{Array{AbstractLayout,2},typeof(Plots._update_min_padding!)}})
+    Base.precompile(Tuple{typeof(Base.vect),Tuple{Int64,Float64,Plots.PlotText},Vararg{Tuple{Int64,Float64,Plots.PlotText},N} where N})
+    Base.precompile(Tuple{typeof(Plots._bin_centers),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}}})
+    Base.precompile(Tuple{typeof(Plots._cbar_unique),Array{Int64,1},String})
+    Base.precompile(Tuple{typeof(Plots._cbar_unique),Array{Nothing,1},String})
+    Base.precompile(Tuple{typeof(Plots._cbar_unique),Array{PlotUtils.ContinuousColorGradient,1},String})
+    Base.precompile(Tuple{typeof(Plots._cbar_unique),Array{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},1},String})
+    Base.precompile(Tuple{typeof(Plots._cbar_unique),Array{Symbol,1},String})
+    Base.precompile(Tuple{typeof(Plots._cycle),Array{Float64,1},Array{Int64,1}})
+    Base.precompile(Tuple{typeof(Plots._cycle),Array{Float64,1},StepRange{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots._cycle),Array{Float64,1},UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(Plots._cycle),Base.OneTo{Int64},Array{Int64,1}})
+    Base.precompile(Tuple{typeof(Plots._cycle),StepRange{Int64,Int64},Array{Int64,1}})
+    Base.precompile(Tuple{typeof(Plots._do_plot_show),Plots.Plot{Plots.GRBackend},Bool})
+    Base.precompile(Tuple{typeof(Plots._do_plot_show),Plots.Plot{Plots.PlotlyBackend},Bool})
+    Base.precompile(Tuple{typeof(Plots._heatmap_edges),Array{Float64,1},Bool})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot,Any,Any})
+    Base.precompile(Tuple{typeof(Plots._preprocess_barlike),RecipesPipeline.DefaultsDict,Base.OneTo{Int64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots._preprocess_binlike),RecipesPipeline.DefaultsDict,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots._replace_markershape),Array{Symbol,1}})
+    Base.precompile(Tuple{typeof(Plots._update_min_padding!),Plots.GridLayout})
+    Base.precompile(Tuple{typeof(Plots._update_subplot_args),Plots.Plot{Plots.GRBackend},Plots.Subplot{Plots.GRBackend},Dict{Symbol,Any},Int64,Bool})
+    Base.precompile(Tuple{typeof(Plots._update_subplot_args),Plots.Plot{Plots.PlotlyBackend},Plots.Subplot{Plots.PlotlyBackend},Dict{Symbol,Any},Int64,Bool})
+    Base.precompile(Tuple{typeof(Plots._update_subplot_periphery),Plots.Subplot{Plots.GRBackend},Array{Any,1}})
+    Base.precompile(Tuple{typeof(Plots.build_layout),Plots.GridLayout,Int64})
+    Base.precompile(Tuple{typeof(Plots.convert_to_polar),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1},Tuple{Int64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.create_grid),Expr})
+    Base.precompile(Tuple{typeof(Plots.error_coords),Array{Float64,1},Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.error_zipit),Tuple{Array{Float64,1},Array{Float64,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots.fakedata),Int64,Vararg{Int64,N} where N})
+    Base.precompile(Tuple{typeof(Plots.get_clims),Plots.Subplot{Plots.GRBackend},Plots.Series,Function})
+    Base.precompile(Tuple{typeof(Plots.get_minor_ticks),Plots.Subplot{Plots.GRBackend},Plots.Axis,Tuple{Array{Float64,1},Array{String,1}}})
+    Base.precompile(Tuple{typeof(Plots.get_minor_ticks),Plots.Subplot{Plots.GRBackend},Plots.Axis,Tuple{Array{Int64,1},Array{String,1}}})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),Array{Symbol,1},Plots.Subplot{Plots.GRBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),Array{Symbol,1},Plots.Subplot{Plots.PlotlyBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_xy),Array{OHLC,1}})
+    Base.precompile(Tuple{typeof(Plots.gr_add_legend),Plots.Subplot{Plots.GRBackend},NamedTuple{(:w, :h, :dy, :leftw, :textw, :rightw, :xoffset, :yoffset, :width_factor),NTuple{9,Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.gr_add_legend),Plots.Subplot{Plots.GRBackend},NamedTuple{(:w, :h, :dy, :leftw, :textw, :rightw, :xoffset, :yoffset, :width_factor),Tuple{Int64,Float64,Float64,Float64,Int64,Float64,Float64,Float64,Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.gr_display),Plots.Subplot{Plots.GRBackend},Measures.Length{:mm,Float64},Measures.Length{:mm,Float64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_colorbar),Plots.GRColorbar,Plots.Subplot{Plots.GRBackend},Tuple{Float64,Float64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_contour),Plots.Series,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,2},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_grid),Plots.Subplot{Plots.GRBackend},Plots.Axis,Segments{Tuple{Float64,Float64}}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_heatmap),Plots.Series,Array{Float64,1},Array{Float64,1},Array{Float64,2},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_heatmap),Plots.Series,Base.OneTo{Int64},Base.OneTo{Int64},Array{Float64,2},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Array{Int64,1},Array{Float64,1},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Base.OneTo{Int64},Array{Float64,1},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_segments),Plots.Series,Array{Float64,1},Array{Float64,1},Int64,Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_segments),Plots.Series,Base.OneTo{Int64},Array{Float64,1},Nothing,Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_segments),Plots.Series,StepRange{Int64,Int64},Array{Float64,1},Int64,Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_get_ticks_size),Tuple{Array{Float64,1},Array{Any,1}},Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_get_ticks_size),Tuple{Array{Float64,1},Array{String,1}},Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_get_ticks_size),Tuple{Array{Int64,1},Array{String,1}},Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_label_ticks),Plots.Subplot{Plots.GRBackend},Symbol,Tuple{Array{Float64,1},Array{String,1}}})
+    Base.precompile(Tuple{typeof(Plots.gr_label_ticks_3d),Plots.Subplot{Plots.GRBackend},Symbol,Tuple{Array{Float64,1},Array{String,1}}})
+    Base.precompile(Tuple{typeof(Plots.gr_polaraxes),Int64,Float64,Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.gr_set_gradient),PlotUtils.ContinuousColorGradient})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),Array{Float64,1},Symbol})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),Base.OneTo{Int64},Symbol})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Symbol})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),UnitRange{Int64},Symbol})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_extrema),StepRange{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_minimum),Array{Int64,1}})
+    Base.precompile(Tuple{typeof(Plots.is_marker_supported),Plots.PlotlyBackend,Array{Symbol,1}})
+    Base.precompile(Tuple{typeof(Plots.layout_args),Int64})
+    Base.precompile(Tuple{typeof(Plots.make_fillrange_side),UnitRange{Int64},LinRange{Float64}})
+    Base.precompile(Tuple{typeof(Plots.optimal_ticks_and_labels),Plots.Subplot{Plots.GRBackend},Plots.Axis,StepRange{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.optimal_ticks_and_labels),Plots.Subplot{Plots.GRBackend},Plots.Axis,UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(Plots.processFontArg!),Dict{Symbol,Any},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(Plots.processGridArg!),Dict{Symbol,Any},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(Plots.processGridArg!),RecipesPipeline.DefaultsDict,Bool,Symbol})
+    Base.precompile(Tuple{typeof(Plots.processLineArg),Dict{Symbol,Any},Array{Symbol,2}})
+    Base.precompile(Tuple{typeof(Plots.processLineArg),Dict{Symbol,Any},Symbol})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Array{Symbol,2}})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Plots.Stroke})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},RGBA{Float64}})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Shape})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Symbol})
+    Base.precompile(Tuple{typeof(Plots.process_annotation),Plots.Subplot{Plots.GRBackend},Int64,Float64,Plots.PlotText})
+    Base.precompile(Tuple{typeof(Plots.process_annotation),Plots.Subplot{Plots.PlotlyBackend},Int64,Float64,Plots.PlotText})
+    Base.precompile(Tuple{typeof(Plots.process_axis_arg!),Dict{Symbol,Any},StepRange{Int64,Int64},Symbol})
+    Base.precompile(Tuple{typeof(Plots.process_axis_arg!),Dict{Symbol,Any},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(Plots.process_axis_arg!),Dict{Symbol,Any},Tuple{Int64,Int64},Symbol})
+    Base.precompile(Tuple{typeof(Plots.quiver_using_arrows),RecipesPipeline.DefaultsDict})
+    Base.precompile(Tuple{typeof(Plots.quiver_using_hack),RecipesPipeline.DefaultsDict})
+    Base.precompile(Tuple{typeof(Plots.reset_axis_defaults_byletter!)})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Array{Measures.Length{:mm,Float64},2},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Array{PlotUtils.ContinuousColorGradient,2},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Array{RGBA{Float64},2},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Array{String,2},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Array{Symbol,2},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Base.ReshapedArray{Int64,2,UnitRange{Int64},Tuple{}},Int64})
+    Base.precompile(Tuple{typeof(Plots.straightline_data),Tuple{Float64,Float64},Tuple{Float64,Float64},Array{Float64,1},Array{Float64,1},Int64})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol,Any},AbstractArray{OHLC,1}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol,Any},Array{Complex{Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol,Any},Plots.PortfolioComposition})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol,Any},Type{Val{:barhist}},Any,Any,Any})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol,Any},Type{Val{:bar}},Any,Any,Any})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol,Any},Type{Val{:histogram2d}},Any,Any,Any})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol,Any},Type{Val{:hline}},Any,Any,Any})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol,Any},Type{Val{:pie}},Any,Any,Any})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol,Any},Type{Val{:quiver}},Any,Any,Any})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol,Any},Type{Val{:spy}},Any,Any,Any})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol,Any},Type{Val{:sticks}},Any,Any,Any})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol,Any},Type{Val{:xerror}},Any,Any,Any})
+    Base.precompile(Tuple{typeof(RecipesPipeline._finish_userrecipe!),Plots.Plot{Plots.GRBackend},Array{Dict{Symbol,Any},1},RecipeData})
+    Base.precompile(Tuple{typeof(RecipesPipeline._finish_userrecipe!),Plots.Plot{Plots.PlotlyBackend},Array{Dict{Symbol,Any},1},RecipeData})
+    Base.precompile(Tuple{typeof(RecipesPipeline.add_series!),Plots.Plot{Plots.GRBackend},RecipesPipeline.DefaultsDict})
+    Base.precompile(Tuple{typeof(RecipesPipeline.add_series!),Plots.Plot{Plots.PlotlyBackend},RecipesPipeline.DefaultsDict})
+    Base.precompile(Tuple{typeof(RecipesPipeline.plot_setup!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Array{Dict{Symbol,Any},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.plot_setup!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Array{Dict{Symbol,Any},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.preprocess_attributes!),Plots.Plot{Plots.GRBackend},RecipesPipeline.DefaultsDict})
+    Base.precompile(Tuple{typeof(RecipesPipeline.process_userrecipe!),Plots.Plot{Plots.GRBackend},Array{Dict{Symbol,Any},1},Dict{Symbol,Any}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.process_userrecipe!),Plots.Plot{Plots.PlotlyBackend},Array{Dict{Symbol,Any},1},Dict{Symbol,Any}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.unzip),Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,String})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,String})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipesPipeline.DefaultsDict,Symbol,String})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,String})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,String})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipesPipeline.DefaultsDict,Symbol,String})
+    Base.precompile(Tuple{typeof(backend),Plots.PlotlyBackend})
+    Base.precompile(Tuple{typeof(bbox),Float64,Float64,Float64,Float64})
+    Base.precompile(Tuple{typeof(bbox),Measures.Length{:mm,Float64},Measures.Length{:mm,Float64},Measures.Length{:mm,Float64},Measures.Length{:mm,Float64}})
+    Base.precompile(Tuple{typeof(contour),Any,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_colorgradient),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linealpha),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linestyle),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linewidth),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{2},Tuple{Base.OneTo{Int64},Base.OneTo{Int64}},typeof(Plots.gr_color),Tuple{Array{RGBA{Float64},2}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.Style{Tuple},Nothing,typeof(string),Tuple{Base.Broadcast.Broadcasted{Base.Broadcast.Style{Tuple},Nothing,typeof(typeof),Tuple{Tuple{Plots.PortfolioComposition}}}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.Style{Tuple},Nothing,typeof(string),Tuple{Base.Broadcast.Broadcasted{Base.Broadcast.Style{Tuple},Nothing,typeof(typeof),Tuple{Tuple{Plots.Spy}}}}}})
+    Base.precompile(Tuple{typeof(deepcopy),Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(font),String,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(iter_segments),Array{Float64,1},Array{Float64,1},UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(iter_segments),Base.OneTo{Int64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(merge),NamedTuple{(:annotation,),Tuple{Array{Tuple{Int64,Float64,Plots.PlotText},1}}},Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}}})
+    Base.precompile(Tuple{typeof(merge),NamedTuple{(:zcolor, :m, :ms, :lab),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String}},NamedTuple{(:seriestype,),Tuple{Symbol}}})
+    Base.precompile(Tuple{typeof(pairs),NamedTuple{(:zcolor, :m, :ms, :lab),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String}}})
+    Base.precompile(Tuple{typeof(plot!),Any})
+    Base.precompile(Tuple{typeof(plot),Any,Any})
+    Base.precompile(Tuple{typeof(plot),Any})
+    Base.precompile(Tuple{typeof(push!),Plots.Plot{Plots.GRBackend},Float64,Array{Float64,1}})
+    Base.precompile(Tuple{typeof(spy),Any})
+    Base.precompile(Tuple{typeof(stroke),Int64,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(text),String,Int64,Symbol,Vararg{Symbol,N} where N})
+    Base.precompile(Tuple{typeof(text),String,Symbol,Int64,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(text),String,Symbol})
+    Base.precompile(Tuple{typeof(title!),AbstractString})
+    Base.precompile(Tuple{typeof(vcat),Array{Any,1},Array{Tuple{Int64,Float64,Plots.PlotText},1}})
+    Base.precompile(Tuple{typeof(vcat),Array{Any,1},Tuple{Int64,Float64,Plots.PlotText}})
+    Base.precompile(Tuple{typeof(vline!),Any})
+    Base.precompile(Tuple{typeof(xgrid!),Plots.Plot{Plots.GRBackend},Symbol,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(yaxis!),Any,Any})
+    let fbody = try __lookup_kwbody__(which(Plots.text, (String,Int64,Vararg{Any,N} where N,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}},typeof(text),String,Int64,Vararg{Any,N} where N,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(Plots.text, (String,Symbol,Vararg{Any,N} where N,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}},typeof(text),String,Symbol,Vararg{Any,N} where N,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(Plots.title!, (AbstractString,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(title!),AbstractString,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(Plots.vline!, (Any,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(vline!),Any,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(Plots.yaxis!, (Any,Vararg{Any,N} where N,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(yaxis!),Any,Vararg{Any,N} where N,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(RecipesBase.plot!, ())) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(plot!),))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(RecipesBase.plot!, (Any,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(plot!),Any,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(RecipesBase.plot!, (Any,Vararg{Any,N} where N,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(plot!),Any,Vararg{Any,N} where N,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(RecipesBase.plot, (Any,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(plot),Any,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(RecipesBase.plot, (Any,Vararg{Any,N} where N,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(plot),Any,Vararg{Any,N} where N,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(RecipesBase.plot, (Plots.Plot,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(plot),Plots.Plot,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(RecipesBase.plot, (Plots.Plot,Plots.Plot,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(plot),Plots.Plot,Plots.Plot,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(RecipesBase.plot, (Plots.Plot,Plots.Plot,Vararg{Plots.Plot,N} where N,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(plot),Plots.Plot,Plots.Plot,Vararg{Plots.Plot,N} where N,))
+        end
+    end
+end

deps/SnoopCompile/precompile_script.jl

@@ -0,0 +1,4 @@
+using Plots
+
+Plots.test_examples(:gr, skip = Plots._backend_skips[:gr])
+Plots.test_examples(:plotly, skip = Plots._backend_skips[:plotly], disp = false)

deps/SnoopCompile/snoop_bench.jl

@@ -0,0 +1,11 @@
+using CompileBot
+
+snoop_bench(
+    BotConfig(
+        "Plots",
+        yml_path= "SnoopCompile.yml",
+        else_os = "linux",
+        else_version = "1.5",
+    ),
+    joinpath(@__DIR__, "precompile_script.jl"),
+)

deps/SnoopCompile/snoop_bot.jl

@@ -0,0 +1,11 @@
+using CompileBot
+
+snoop_bot(
+    BotConfig(
+        "Plots",
+        yml_path= "SnoopCompile.yml",
+        else_os = "linux",
+        else_version = "1.5",
+    ),
+    joinpath(@__DIR__, "precompile_script.jl"),
+)

deps/build.jl

@@ -1,18 +0,0 @@
-
-#TODO: download https://cdn.plot.ly/plotly-latest.min.js to deps/ if it doesn't exist
-file_path = ""
-if get(ENV, "PLOTS_HOST_DEPENDENCY_LOCAL", "false") == "true"
-    global file_path
-    local_fn = joinpath(dirname(@__FILE__), "plotly-latest.min.js")
-    if !isfile(local_fn)
-        @info("Cannot find deps/plotly-latest.min.js... downloading latest version.")
-        download("https://cdn.plot.ly/plotly-latest.min.js", local_fn)
-        isfile(local_fn) && (file_path = local_fn)
-    else
-        file_path = local_fn
-    end
-end
-
-open("deps.jl", "w") do io
-    println(io, "const plotly_local_file_path = $(repr(file_path))")
-end

deps/generateprecompiles.jl

@@ -1,55 +0,0 @@
-# To figure out what should be precompiled, run this script, then move
-# precompile_Plots.jl in precompiles_path (see below) to src/precompile.jl
-
-# This script works by using SnoopCompile to log compilations that take place
-# while running the examples on the GR backend. So SnoopCompile must be
-# installed, and StatsPlots, RDatasets, and FileIO are also required for
-# certain examples.
-
-# If precompilation fails with an UndefVarError for a module, probably what is
-# happening is that the module appears in the precompile statements, but is
-# only visible to one of Plots' dependencies, and not Plots itself. Adding the
-# module to the blacklist below will remove these precompile statements.
-
-# Anonymous functions may appear in precompile statements as functions with
-# hashes in their name. Those of the form "#something##kw" have to do with
-# compiling functions with keyword arguments, and are named reproducibly, so
-# can be kept. Others generally will not work. Currently, SnoopCompile includes
-# some anonymous functions that not reproducible, but SnoopCompile PR #30
-# (which looks about to be merged) will ensure that anonymous functions are
-# actually defined before attempting to precompile them. Alternatively, we can
-# keep only the keyword argument related anonymous functions by changing the
-# regex that SnoopCompile uses to detect anonymous functions to
-# r"#{1,2}[^\"#]+#{1,2}\d+" (see anonrex in SnoopCompile.jl). To exclude all
-# precompile statements involving anonymous functions, "#" can also be added to
-# the blacklist below.
-
-using SnoopCompile
-
-project_flag = string("--project=", joinpath(homedir(), ".julia", "dev", "Plots"))
-log_path = joinpath(tempdir(), "compiles.log")
-precompiles_path = joinpath(tempdir(), "precompile")
-
-# run examples with GR backend, logging what needs to be compiled
-SnoopCompile.@snoopc project_flag log_path begin
-    using Plots
-    Plots.test_examples(:gr)
-    Plots.test_examples(:plotly, skip = Plots._backend_skips[:plotly])
-end
-
-# precompile calls containing the following strings are dropped
-blacklist = [
-    # functions defined in examples
-    "PlotExampleModule",
-    # the following are not visible to Plots, only its dependencies
-    "CategoricalArrays",
-    "FixedPointNumbers",
-    "OffsetArrays",
-    "SparseArrays",
-    "StaticArrays",
-    r"#{1,2}[^\"#]+#{1,2}\d+",
-]
-
-data = SnoopCompile.read(log_path)
-pc = SnoopCompile.parcel(reverse!(data[2]), blacklist=blacklist)
-SnoopCompile.write(precompiles_path, pc)

src/Plots.jl

@@ -8,9 +8,9 @@ const _current_plots_version = VersionNumber(split(first(filter(line -> occursin
 
 using Reexport
 
-import GeometryTypes
+import GeometryBasics
 using Dates, Printf, Statistics, Base64, LinearAlgebra, Random
-import SparseArrays: AbstractSparseMatrix, findnz
+using SparseArrays
 
 using FFMPEG
 
@@ -25,17 +25,6 @@ import JSON
 
 using Requires
 
-if isfile(joinpath(@__DIR__, "..", "deps", "deps.jl"))
-    include(joinpath(@__DIR__, "..", "deps", "deps.jl"))
-else
-    # This is a bit dirty, but I don't really see why anyone should be forced
-    # to build Plots, while it will just include exactly the below line
-    # as long as `ENV["PLOTS_HOST_DEPENDENCY_LOCAL"] = "true"` is not set.
-    # If the above env is set + `plotly_local_file_path == ""``,
-    # it will warn in the __init__ function to run build
-    const plotly_local_file_path = ""
-end
-
 export
     grid,
     bbox,
@@ -124,7 +113,11 @@ export
     center,
     BezierCurve,
 
-    plotattr
+    plotattr,
+    scalefontsize,
+    scalefontsizes,
+    resetfontsizes
+
 
 # ---------------------------------------------------------
 
@@ -161,6 +154,12 @@ const BBox = Measures.Absolute2DBox
 # allow pixels and percentages
 const px = AbsoluteLength(0.254)
 const pct = Length{:pct, Float64}(1.0)
+
+Base.:*(m1::AbsoluteLength, m2::Length{:pct}) = AbsoluteLength(m1.value * m2.value)
+Base.:*(m1::Length{:pct}, m2::AbsoluteLength) = AbsoluteLength(m2.value * m1.value)
+Base.:/(m1::AbsoluteLength, m2::Length{:pct}) = AbsoluteLength(m1.value / m2.value)
+Base.:/(m1::Length{:pct}, m2::AbsoluteLength) = AbsoluteLength(m2.value / m1.value)
+
 export BBox, BoundingBox, mm, cm, inch, px, pct, pt, w, h
 end
 
@@ -190,9 +189,9 @@ import RecipesPipeline: SliceIt,
 
 include("types.jl")
 include("utils.jl")
-include("components.jl")
 include("axes.jl")
 include("args.jl")
+include("components.jl")
 include("themes.jl")
 include("plot.jl")
 include("pipeline.jl")
@@ -225,8 +224,8 @@ let PlotOrSubplot = Union{Plot, Subplot}
     global xlims!(plt::PlotOrSubplot, xmin::Real, xmax::Real; kw...)             = plot!(plt; xlims = (xmin,xmax), kw...)
     global ylims!(plt::PlotOrSubplot, ymin::Real, ymax::Real; kw...)             = plot!(plt; ylims = (ymin,ymax), kw...)
     global zlims!(plt::PlotOrSubplot, zmin::Real, zmax::Real; kw...)             = plot!(plt; zlims = (zmin,zmax), kw...)
-    global xticks!(plt::PlotOrSubplot, ticks::TicksArgs; kw...) where {T<:Real}           = plot!(plt; xticks = ticks, kw...)
+    global xticks!(plt::PlotOrSubplot, ticks::TicksArgs; kw...)             = plot!(plt; xticks = ticks, kw...)
-    global yticks!(plt::PlotOrSubplot, ticks::TicksArgs; kw...) where {T<:Real}           = plot!(plt; yticks = ticks, kw...)
+    global yticks!(plt::PlotOrSubplot, ticks::TicksArgs; kw...)             = plot!(plt; yticks = ticks, kw...)
     global xticks!(plt::PlotOrSubplot,
    ticks::AVec{T}, labels::AVec{S}; kw...) where {T<:Real,S<:AbstractString}     = plot!(plt; xticks = (ticks,labels), kw...)
     global yticks!(plt::PlotOrSubplot,
@@ -246,7 +245,6 @@ end
 
 const CURRENT_BACKEND = CurrentBackend(:none)
 
-include("precompile.jl")
+include("precompile_includer.jl")
-_precompile_()
 
 end # module

src/animation.jl

@@ -90,15 +90,15 @@ function buildanimation(anim::Animation, fn::AbstractString,
         if variable_palette
             # generate a colorpalette for each frame for highest quality, but larger filesize
             palette="palettegen=stats_mode=single[pal],[0:v][pal]paletteuse=new=1"
-            ffmpeg_exe(`-v $verbose_level -framerate $framerate -loop $loop -i $(animdir)/%06d.png -lavfi "$palette" -y $fn`)
+            ffmpeg_exe(`-v $verbose_level -framerate $framerate -i $(animdir)/%06d.png -lavfi "$palette" -loop $loop -y $fn`)
         else
             # generate a colorpalette first so ffmpeg does not have to guess it
             ffmpeg_exe(`-v $verbose_level -i $(animdir)/%06d.png -vf "palettegen=stats_mode=diff" -y "$(animdir)/palette.bmp"`)
             # then apply the palette to get better results
-            ffmpeg_exe(`-v $verbose_level -framerate $framerate -loop $loop -i $(animdir)/%06d.png -i "$(animdir)/palette.bmp" -lavfi "paletteuse=dither=sierra2_4a" -y $fn`)
+            ffmpeg_exe(`-v $verbose_level -framerate $framerate -i $(animdir)/%06d.png -i "$(animdir)/palette.bmp" -lavfi "paletteuse=dither=sierra2_4a" -loop $loop -y $fn`)
         end
     else
-        ffmpeg_exe(`-v $verbose_level -framerate $framerate -loop $loop -i $(animdir)/%06d.png -pix_fmt yuv420p -y $fn`)
+        ffmpeg_exe(`-v $verbose_level -framerate $framerate -i $(animdir)/%06d.png -loop $loop -y $fn`)
     end
 
     show_msg && @info("Saved animation to ", fn)

src/arg_desc.jl

@@ -59,7 +59,7 @@ const _arg_desc = KW(
 :foreground_color         => "Color Type.  Base color for all foregrounds.",
 :size                     => "NTuple{2,Int}. (width_px, height_px) of the whole Plot",
 :pos                      => "NTuple{2,Int}. (left_px, top_px) position of the GUI window (note: currently unimplemented)",
-:window_title             => "String. Title of the window.",
+:window_title             => "String. Title of the standalone gui-window.",
 :show                     => "Bool.  Should this command open/refresh a GUI/display?  This allows displaying in scripts or functions without explicitly calling `display`",
 :layout                   => "Integer (number of subplots), NTuple{2,Integer} (grid dimensions), AbstractLayout (for example `grid(2,2)`), or the return from the `@layout` macro.  This builds the layout of subplots.",
 :link                     => "Symbol.  How/whether to link axis limits between subplots. Values: `:none`, `:x` (x axes are linked by columns), `:y` (y axes are linked by rows), `:both` (x and y are linked), `:all` (every subplot is linked together regardless of layout position).",
@@ -90,7 +90,7 @@ const _arg_desc = KW(
 :foreground_color_legend  => "Color Type or `:match` (matches `:foreground_color_subplot`).  Foreground color of the legend.",
 :foreground_color_title   => "Color Type or `:match` (matches `:foreground_color_subplot`). Color of subplot title.",
 :color_palette            => "Vector of colors (cycle through) or color gradient (generate list from gradient) or `:auto` (generate a color list using `Colors.distiguishable_colors` and custom seed colors chosen to contrast with the background).  The color palette is a color list from which series colors are automatically chosen.",
-:legend                   => "Bool (show the legend?) or (x,y) tuple or Symbol (legend position). Bottom left corner of legend is placed at (x,y).  Symbol values: `:none`, `:best`, `:right`, `:left`, `:top`, `:bottom`, `:inside`, `:legend`, `:topright`, `:topleft`, `:bottomleft`, `:bottomright` , `:inline` (note: only some may be supported in each backend)",
+:legend                   => "Bool (show the legend?) or (x,y) tuple or Symbol (legend position). Bottom left corner of legend is placed at (x,y).  Symbol values: `:none`; `:best`; `:inline`; `:inside`; `:legend`; any valid combination of `:(outer ?)(top/bottom ?)(right/left ?)`, i.e.: `:top`, `:topright`, `:outerleft`, `:outerbottomright` ... (note: only some may be supported in each backend)",
 :legendfontfamily         => "String or Symbol. Font family of legend entries.",
 :legendfontsize           => "Integer. Font pointsize of legend entries.",
 :legendfonthalign         => "Symbol. Font horizontal alignment of legend entries: :hcenter, :left, :right or :center",
@@ -110,7 +110,7 @@ const _arg_desc = KW(
 :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.",
 :projection               => "Symbol or String.  '3d' or 'polar'",
-:aspect_ratio             => "Symbol (:equal) or Number. Plot area is resized so that 1 y-unit is the same size as `aspect_ratio` x-units.",
+:aspect_ratio             => "Symbol (:equal or :none) or Number. Plot area is resized so that 1 y-unit is the same size as `aspect_ratio` x-units. With `:none`, images inherit aspect ratio of the plot area.",
 :margin                   => "Measure (multiply by `mm`, `px`, etc). Base for individual margins... not directly used.  Specifies the extra padding around subplots.",
 :left_margin              => "Measure (multiply by `mm`, `px`, etc) or `:match` (matches `:margin`).  Specifies the extra padding to the left of the subplot.",
 :top_margin               => "Measure (multiply by `mm`, `px`, etc) or `:match` (matches `:margin`).  Specifies the extra padding on the top of the subplot.",

src/args.jl

@@ -1,26 +1,46 @@
+function makeplural(s::Symbol)
+    str = string(s)
+    if last(str) != 's'
+        return Symbol(string(s,"s"))
+    end
+    return s
+end
 
+function make_non_underscore(s::Symbol)
+    str = string(s)
+    str = replace(str, "_" => "")
+    return Symbol(str)
+end
 
 const _keyAliases = Dict{Symbol,Symbol}()
 
 function add_aliases(sym::Symbol, aliases::Symbol...)
     for alias in aliases
-        if haskey(_keyAliases, alias)
+        if haskey(_keyAliases, alias) || alias === sym
-            error("Already an alias $alias => $(_keyAliases[alias])... can't also alias $sym")
+            return nothing
         end
         _keyAliases[alias] = sym
     end
+    return nothing
 end
 
 function add_non_underscore_aliases!(aliases::Dict{Symbol,Symbol})
     for (k,v) in aliases
         s = string(k)
         if '_' in s
-            aliases[Symbol(replace(s, "_" => ""))] = v
+            aliases[make_non_underscore(k)] = v
         end
     end
 end
 
-
+function add_non_underscore_aliases!(aliases::Dict{Symbol,Symbol}, args::Vector{Symbol})
+    for arg in args
+        s = string(arg)
+        if '_' in s
+            aliases[make_non_underscore(arg)] = arg
+        end
+    end
+end
 # ------------------------------------------------------------
 
 const _allAxes = [:auto, :left, :right]
@@ -31,7 +51,7 @@ const _axesAliases = Dict{Symbol,Symbol}(
 )
 
 const _3dTypes = [
-    :path3d, :scatter3d, :surface, :wireframe, :contour3d, :volume
+    :path3d, :scatter3d, :surface, :wireframe, :contour3d, :volume, :mesh3d
 ]
 const _allTypes = vcat([
     :none, :line, :path, :steppre, :steppost, :sticks, :scatter,
@@ -104,6 +124,31 @@ const _styleAliases = Dict{Symbol,Symbol}(
     :ddd  => :dashdotdot,
 )
 
+const _shape_keys = Symbol[
+  :circle,
+  :rect,
+  :star5,
+  :diamond,
+  :hexagon,
+  :cross,
+  :xcross,
+  :utriangle,
+  :dtriangle,
+  :rtriangle,
+  :ltriangle,
+  :pentagon,
+  :heptagon,
+  :octagon,
+  :star4,
+  :star6,
+  :star7,
+  :star8,
+  :vline,
+  :hline,
+  :+,
+  :x,
+]
+
 const _allMarkers = vcat(:none, :auto, _shape_keys) #sort(collect(keys(_shapes))))
 const _markerAliases = Dict{Symbol,Symbol}(
     :n            => :none,
@@ -228,7 +273,7 @@ const _bar_width = 0.8
 # -----------------------------------------------------------------------------
 
 const _series_defaults = KW(
-    :label             => "AUTO",
+    :label             => :auto,
     :colorbar_entry    => true,
     :seriescolor       => :auto,
     :seriesalpha       => nothing,
@@ -273,20 +318,26 @@ const _series_defaults = KW(
     :show_empty_bins   => false,     # should empty bins in 2D histogram be colored as zero (otherwise they are transparent)
     :contours          => false,     # add contours to 3d surface and wireframe plots
     :contour_labels    => false,
-    :match_dimensions  => false,     # do rows match x (true) or y (false) for heatmap/image/spy? see issue 196
-                                     # this ONLY effects whether or not the z-matrix is transposed for a heatmap display!
     :subplot           => :auto,     # which subplot(s) does this series belong to?
     :series_annotations => nothing,       # a list of annotations which apply to the coordinates of this series
     :primary            => true,     # when true, this "counts" as a series for color selection, etc.  the main use is to allow
                                      #     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.
+    :connections	  => nothing,  # tuple of arrays to specifiy connectivity of a 3d mesh
     :extra_kwargs       => Dict()
 )
 
 
 const _plot_defaults = KW(
     :plot_title                  => "",
+    :plot_titlefontsize          => 16,
+    :plot_title_location         => :center,           # also :left or :right
+    :plot_titlefontfamily        => :match,
+    :plot_titlefonthalign        => :hcenter,
+    :plot_titlefontvalign        => :vcenter,
+    :plot_titlefontrotation      => 0.0,
+    :plot_titlefontcolor         => :match,
     :background_color            => colorant"white",   # default for all backgrounds,
     :background_color_outside    => :match,            # background outside grid,
     :foreground_color            => :auto,             # default for all foregrounds, and title color,
@@ -353,10 +404,18 @@ const _subplot_defaults = KW(
     :right_margin             => :match,
     :bottom_margin            => :match,
     :subplot_index            => -1,
-    :colorbar_title           => "",
+    :colorbar_title                  => "",
-    :framestyle               => :axes,
+    :colorbar_titlefontsize          => 10,
-    :camera                   => (30,30),
+    :colorbar_title_location         => :center,           # also :left or :right
-    :extra_kwargs             => Dict()
+    :colorbar_fontfamily             => :match,
+    :colorbar_titlefontfamily        => :match,
+    :colorbar_titlefonthalign        => :hcenter,
+    :colorbar_titlefontvalign        => :vcenter,
+    :colorbar_titlefontrotation      => 0.0,
+    :colorbar_titlefontcolor         => :match,
+    :framestyle                      => :axes,
+    :camera                          => (30,30),
+    :extra_kwargs                    => Dict()
 )
 
 const _axis_defaults = KW(
@@ -461,7 +520,7 @@ const _subplot_args = sort(union(collect(keys(_subplot_defaults))))
 const _plot_args = sort(union(collect(keys(_plot_defaults))))
 
 const _magic_axis_args = [:axis, :tickfont, :guidefont, :grid, :minorgrid]
-const _magic_subplot_args = [:titlefont, :legendfont, :legendtitlefont, ]
+const _magic_subplot_args = [:titlefont, :legendfont, :legendtitlefont, :plot_titlefont, :colorbar_titlefont]
 const _magic_series_args = [:line, :marker, :fill]
 
 const _all_axis_args = sort(union([_axis_args; _magic_axis_args]))
@@ -470,7 +529,7 @@ const _all_series_args = sort(union([_series_args; _magic_series_args]))
 const _all_plot_args = _plot_args
 
 const _all_args =
-    sort([_all_axis_args; _all_subplot_args; _all_series_args; _all_plot_args])
+    sort(union([_all_axis_args; _all_subplot_args; _all_series_args; _all_plot_args]))
 
 is_subplot_attr(k) = k in _all_subplot_args
 is_series_attr(k) = k in _all_series_args
@@ -481,9 +540,6 @@ RecipesBase.is_key_supported(k::Symbol) = is_attr_supported(k)
 is_default_attribute(k) = k in _internal_args || k in _all_args || is_axis_attr_noletter(k)
 
 # -----------------------------------------------------------------------------
-
-makeplural(s::Symbol) = Symbol(string(s,"s"))
-
 autopick_ignore_none_auto(arr::AVec, idx::Integer) = _cycle(setdiff(arr, [:none, :auto]), idx)
 autopick_ignore_none_auto(notarr, idx::Integer) = notarr
 
@@ -502,6 +558,13 @@ end
 # -----------------------------------------------------------------------------
 
 
+# margin
+add_aliases(:left_margin , :leftmargin )
+add_aliases(:top_margin , :topmargin)
+add_aliases(:bottom_margin , :bottommargin)
+add_aliases(:right_margin ,:rightmargin)
+
+
 # colors
 add_aliases(:seriescolor, :c, :color, :colour)
 add_aliases(:linecolor, :lc, :lcolor, :lcolour, :linecolour)
@@ -599,7 +662,6 @@ add_aliases(:quiver, :velocity, :quiver2d, :gradient, :vectorfield)
 add_aliases(:normalize, :norm, :normed, :normalized)
 add_aliases(:show_empty_bins, :showemptybins, :showempty, :show_empty)
 add_aliases(:aspect_ratio, :aspectratio, :axis_ratio, :axisratio, :ratio)
-add_aliases(:match_dimensions, :transpose, :transpose_z)
 add_aliases(:subplot, :sp, :subplt, :splt)
 add_aliases(:projection, :proj)
 add_aliases(:titlelocation, :title_location, :title_loc, :titleloc, :title_position, :title_pos, :titlepos, :titleposition, :title_align, :title_alignment)
@@ -619,11 +681,11 @@ add_aliases(:contour_labels, :contourlabels, :clabels, :clabs)
 add_aliases(:warn_on_unsupported, :warn)
 
 # add all pluralized forms to the _keyAliases dict
-for arg in keys(_series_defaults)
+for arg in _all_args
-    _keyAliases[makeplural(arg)] = arg
+    add_aliases(arg, makeplural(arg))
 end
-
+# add all non_underscored forms to the _keyAliases
-
+add_non_underscore_aliases!(_keyAliases)
 
 # -----------------------------------------------------------------------------
 
@@ -963,9 +1025,9 @@ function RecipesPipeline.preprocess_attributes!(plotattributes::AKW)
         end
     end
 
-    # vline accesses the y argument but actually maps it to the x axis.
+    # vline and others accesses the y argument but actually maps it to the x axis.
     # Hence, we have to swap formatters
-    if get(plotattributes, :seriestype, :path) == :vline
+    if treats_y_as_x(get(plotattributes, :seriestype, :path))
         xformatter = get(plotattributes, :xformatter, :auto)
         yformatter = get(plotattributes, :yformatter, :auto)
         plotattributes[:xformatter] = yformatter
@@ -1034,7 +1096,7 @@ function RecipesPipeline.preprocess_attributes!(plotattributes::AKW)
     end
 
     # fonts
-    for fontname in (:titlefont, :legendfont, :legendtitlefont)
+    for fontname in (:titlefont, :legendfont, :legendtitlefont, :plot_titlefont, :colorbar_titlefont)
         args = RecipesPipeline.pop_kw!(plotattributes, fontname, ())
         for arg in wraptuple(args)
             processFontArg!(plotattributes, fontname, arg)
@@ -1115,7 +1177,6 @@ function RecipesPipeline.preprocess_attributes!(plotattributes::AKW)
     if st in (:boxplot, :violin, :density) && !isdefined(Main, :StatsPlots)
         @warn("seriestype $st has been moved to StatsPlots.  To use: \`Pkg.add(\"StatsPlots\"); using StatsPlots\`")
     end
-
     return
 end
 
@@ -1271,11 +1332,16 @@ const _match_map = KW(
     :right_margin  => :margin,
     :bottom_margin => :margin,
     :titlefontfamily          => :fontfamily_subplot,
-    :legendfontfamily         => :fontfamily_subplot,
-    :legendtitlefontfamily    => :fontfamily_subplot,
     :titlefontcolor           => :foreground_color_subplot,
+    :legendfontfamily         => :fontfamily_subplot,
     :legendfontcolor          => :foreground_color_subplot,
+    :legendtitlefontfamily    => :fontfamily_subplot,
     :legendtitlefontcolor     => :foreground_color_subplot,
+    :colorbar_fontfamily      => :fontfamily_subplot,
+    :colorbar_titlefontfamily => :fontfamily_subplot,
+    :colorbar_titlefontcolor  => :foreground_color_subplot,
+    :plot_titlefontfamily     => :fontfamily,
+    :plot_titlefontcolor      => :foreground_color,
     :tickfontcolor            => :foreground_color_text,
     :guidefontcolor           => :foreground_color_guide,
 )
@@ -1501,8 +1567,16 @@ function _update_subplot_args(plt::Plot, sp::Subplot, plotattributes_in, subplot
     _update_subplot_periphery(sp, anns)
     _update_subplot_colors(sp)
 
+    lims_warned = false
     for letter in (:x, :y, :z)
         _update_axis(plt, sp, plotattributes_in, letter, subplot_index)
+        lk = Symbol(letter, :lims)
+
+        # warn against using `Range` in x,y,z lims
+        if !lims_warned && haskey(plotattributes_in, lk) && plotattributes_in[lk] isa AbstractRange
+            @warn("lims should be a Tuple, not $(typeof(plotattributes_in[lk])).")
+            lims_warned = true
+        end
     end
 end
 
@@ -1555,6 +1629,20 @@ function _slice_series_args!(plotattributes::AKW, plt::Plot, sp::Subplot, comman
     return plotattributes
 end
 
+label_to_string(label::Bool, series_plotindex) = label ? label_to_string(:auto, series_plotindex) : ""
+label_to_string(label::Nothing, series_plotindex) = ""
+label_to_string(label::Missing, series_plotindex) = ""
+function label_to_string(label::Symbol, series_plotindex)
+    if label==:auto
+        return string("y", series_plotindex)
+    elseif label==:none
+        return ""
+    else
+        throw(ArgumentError("unsupported symbol $(label) passed to `label`"))
+    end
+end
+label_to_string(label, series_plotindex) = string(label)  # Fallback to string promotion
+
 function _update_series_attributes!(plotattributes::AKW, plt::Plot, sp::Subplot)
     pkg = plt.backend
     globalIndex = plotattributes[:series_plotindex]
@@ -1623,10 +1711,7 @@ function _update_series_attributes!(plotattributes::AKW, plt::Plot, sp::Subplot)
     end
 
     # set label
-    label = plotattributes[:label]
+    plotattributes[:label] = label_to_string.(plotattributes[:label], globalIndex)
-    label = (label == "AUTO" ? "y$globalIndex" : label)
-    label = label in (:none, nothing, false) ? "" : label
-    plotattributes[:label] = label
 
     _replace_linewidth(plotattributes)
    plotattributes
@@ -1647,3 +1732,80 @@ function _series_index(plotattributes, sp)
     end
     return idx
 end
+
+#--------------------------------------------------
+## inspired by Base.@kwdef
+macro add_attributes( level, expr )
+    expr = macroexpand(__module__, expr) # to expand @static
+    expr isa Expr && expr.head === :struct || error("Invalid usage of @add_attributes")
+    T = expr.args[2]
+    if T isa Expr && T.head === :<:
+        T = T.args[1]
+    end
+
+    key_args = Any[]
+    value_args = Any[]
+
+    _splitdef!(expr.args[3], value_args, key_args)
+
+    insert_block = Expr(:block)
+    for (key, value) in zip(key_args, value_args)
+        # e.g. _series_defualts[key] = value
+        exp_key = Symbol(lowercase(string(T)), "_", key)
+        pl_key = makeplural(exp_key)
+        push!(insert_block.args, Expr(
+            :(=), Expr(:ref, Symbol("_", level, "_defaults"), QuoteNode(exp_key)), value
+        ))
+        push!(insert_block.args, :(
+            add_aliases($(QuoteNode(exp_key)), $(QuoteNode(pl_key)))
+        ))
+        push!(insert_block.args, :(
+            add_aliases($(QuoteNode(exp_key)), $(QuoteNode(make_non_underscore(exp_key))))
+        ))
+        push!(insert_block.args, :(
+            add_aliases($(QuoteNode(exp_key)), $(QuoteNode(make_non_underscore(pl_key))))
+        ))
+    end
+    return quote
+        $expr
+        $insert_block
+    end |> esc
+end
+
+function _splitdef!(blk, value_args, key_args)
+    for i in eachindex(blk.args)
+        ei = blk.args[i]
+        if ei isa Symbol
+            #  var
+            continue
+        elseif ei isa Expr
+            if ei.head === :(=)
+                lhs = ei.args[1]
+                if lhs isa Symbol
+                    #  var = defexpr
+                    var = lhs
+                elseif lhs isa Expr && lhs.head === :(::) && lhs.args[1] isa Symbol
+                    #  var::T = defexpr
+                    var = lhs.args[1]
+                else
+                    # something else, e.g. inline inner constructor
+                    #   F(...) = ...
+                    continue
+                end
+                defexpr = ei.args[2]  # defexpr
+                push!(value_args, defexpr)
+                push!(key_args, var)
+                blk.args[i] = lhs
+            elseif ei.head === :(::) && ei.args[1] isa Symbol
+                # var::Typ
+                var = ei.args[1]
+                push!(value_args, var)
+                push!(key_args, var)
+            elseif ei.head === :block
+                # can arise with use of @static inside type decl
+                _kwdef!(ei, value_args, key_args)
+            end
+        end
+    end
+    blk
+end

src/axes.jl

@@ -123,6 +123,14 @@ const _label_func = Dict{Symbol,Function}(
 )
 labelfunc(scale::Symbol, backend::AbstractBackend) = get(_label_func, scale, string)
 
+const _label_func_tex = Dict{Symbol,Function}(
+    :log10 => x -> "10^{$x}",
+    :log2 => x -> "2^{$x}",
+    :ln => x -> "e^{$x}",
+)
+labelfunc_tex(scale::Symbol) = get(_label_func_tex, scale, convert_sci_unicode)
+
+
 function optimal_ticks_and_labels(sp::Subplot, axis::Axis, ticks = nothing)
     amin, amax = axis_limits(sp, axis[:letter])
 
@@ -181,16 +189,10 @@ function optimal_ticks_and_labels(sp::Subplot, axis::Axis, ticks = nothing)
 
     labels = if any(isfinite, unscaled_ticks)
         formatter = axis[:formatter]
-        if formatter == :auto
+        if formatter in (:auto, :plain, :scientific, :engineering)
-            # the default behavior is to make strings of the scaled values and then apply the labelfunc
+            map(labelfunc(scale, backend()), Showoff.showoff(scaled_ticks, formatter))
-            map(labelfunc(scale, backend()), Showoff.showoff(scaled_ticks, :auto))
+        elseif formatter == :latex
-        elseif formatter == :plain
+            map(x -> string("\$", replace(convert_sci_unicode(x), '×' => "\\times"), "\$"), Showoff.showoff(unscaled_ticks, :auto))
-            # Leave the numbers in plain format
-            map(labelfunc(scale, backend()), Showoff.showoff(scaled_ticks, :plain))
-        elseif formatter == :scientific
-            Showoff.showoff(unscaled_ticks, :scientific)
-	elseif formatter == :latex
-	    map(x -> string("\$", replace(convert_sci_unicode(x), '×' => "\\times"), "\$"), Showoff.showoff(unscaled_ticks, :auto))
         else
             # there was an override for the formatter... use that on the unscaled ticks
             map(formatter, unscaled_ticks)
@@ -211,48 +213,52 @@ function optimal_ticks_and_labels(sp::Subplot, axis::Axis, ticks = nothing)
 end
 
 # return (continuous_values, discrete_values) for the ticks on this axis
-function get_ticks(sp::Subplot, axis::Axis)
+function get_ticks(sp::Subplot, axis::Axis; update = true)
-    ticks = _transform_ticks(axis[:ticks])
+    if update || !haskey(axis.plotattributes, :optimized_ticks)
-    ticks in (:none, nothing, false) && return nothing
+        ticks = _transform_ticks(axis[:ticks])
+        if ticks in (:none, nothing, false)
+            axis.plotattributes[:optimized_ticks] = nothing
+        else
+            # treat :native ticks as :auto
+            ticks = ticks == :native ? :auto : ticks
 
-    # treat :native ticks as :auto
+            dvals = axis[:discrete_values]
-    ticks = ticks == :native ? :auto : ticks
+            cv, dv = if typeof(ticks) <: Symbol
-
+                if !isempty(dvals)
-    dvals = axis[:discrete_values]
+                    # discrete ticks...
-    cv, dv = if typeof(ticks) <: Symbol
+                    n = length(dvals)
-        if !isempty(dvals)
+                    rng = if ticks == :auto && n > 15
-            # discrete ticks...
+                        Δ = ceil(Int, n / 10)
-            n = length(dvals)
+                        Δ:Δ:n
-            rng = if ticks == :auto
+                    else # if ticks == :all
-                Int[round(Int,i) for i in range(1, stop=n, length=min(n,15))]
+                        1:n
-            else # if ticks == :all
+                    end
-                1:n
+                    axis[:continuous_values][rng], dvals[rng]
+                elseif ispolar(axis.sps[1]) && axis[:letter] == :x
+                    #force theta axis to be full circle
+                    (collect(0:pi/4:7pi/4), string.(0:45:315))
+                else
+                    # compute optimal ticks and labels
+                    optimal_ticks_and_labels(sp, axis)
+                end
+            elseif typeof(ticks) <: Union{AVec, Int}
+                if !isempty(dvals) && typeof(ticks) <: Int
+                    rng = Int[round(Int,i) for i in range(1, stop=length(dvals), length=ticks)]
+                    axis[:continuous_values][rng], dvals[rng]
+                else
+                    # override ticks, but get the labels
+                    optimal_ticks_and_labels(sp, axis, ticks)
+                end
+            elseif typeof(ticks) <: NTuple{2, Any}
+                # assuming we're passed (ticks, labels)
+                ticks
+            else
+                error("Unknown ticks type in get_ticks: $(typeof(ticks))")
             end
-            axis[:continuous_values][rng], dvals[rng]
+            axis.plotattributes[:optimized_ticks] = (cv, dv)
-        elseif ispolar(axis.sps[1]) && axis[:letter] == :x
-            #force theta axis to be full circle
-            (collect(0:pi/4:7pi/4), string.(0:45:315))
-        else
-            # compute optimal ticks and labels
-            optimal_ticks_and_labels(sp, axis)
         end
-    elseif typeof(ticks) <: Union{AVec, Int}
-        if !isempty(dvals) && typeof(ticks) <: Int
-            rng = Int[round(Int,i) for i in range(1, stop=length(dvals), length=ticks)]
-            axis[:continuous_values][rng], dvals[rng]
-        else
-            # override ticks, but get the labels
-            optimal_ticks_and_labels(sp, axis, ticks)
-        end
-    elseif typeof(ticks) <: NTuple{2, Any}
-        # assuming we're passed (ticks, labels)
-        ticks
-    else
-        error("Unknown ticks type in get_ticks: $(typeof(ticks))")
     end
-    # @show ticks dvals cv dv
+    axis.plotattributes[:optimized_ticks]
-
-    return cv, dv
 end
 
 _transform_ticks(ticks) = ticks
@@ -576,391 +582,269 @@ end
 # -------------------------------------------------------------------------
 
 # compute the line segments which should be drawn for this axis
-function axis_drawing_info(sp::Subplot)
+function axis_drawing_info(sp, letter)
-    xaxis, yaxis = sp[:xaxis], sp[:yaxis]
+    # find out which axis we are dealing with
-    xmin, xmax = axis_limits(sp, :x)
+    asym = Symbol(letter, :axis)
-    ymin, ymax = axis_limits(sp, :y)
+    isy = letter === :y
-    xticks = get_ticks(sp, xaxis)
+    oletter = isy ? :x : :y
-    yticks = get_ticks(sp, yaxis)
+    oasym = Symbol(oletter, :axis)
-    xminorticks = get_minor_ticks(sp, xaxis, xticks)
+
-    yminorticks = get_minor_ticks(sp, yaxis, yticks)
+    # get axis objects, ticks and minor ticks
-    xaxis_segs = Segments(2)
+    ax, oax = sp[asym], sp[oasym]
-    yaxis_segs = Segments(2)
+    amin, amax = axis_limits(sp, letter)
-    xtick_segs = Segments(2)
+    oamin, oamax = axis_limits(sp, oletter)
-    ytick_segs = Segments(2)
+    ticks = get_ticks(sp, ax, update = false)
-    xgrid_segs = Segments(2)
+    minor_ticks = get_minor_ticks(sp, ax, ticks)
-    ygrid_segs = Segments(2)
+
-    xminorgrid_segs = Segments(2)
+    # initialize the segments
-    yminorgrid_segs = Segments(2)
+    segments = Segments(2)
-    xborder_segs = Segments(2)
+    tick_segments = Segments(2)
-    yborder_segs = Segments(2)
+    grid_segments = Segments(2)
+    minorgrid_segments = Segments(2)
+    border_segments = Segments(2)
 
     if sp[:framestyle] != :none
-        # xaxis
+        oa1, oa2 = if sp[:framestyle] in (:origin, :zerolines)
-        y1, y2 = if sp[:framestyle] in (:origin, :zerolines)
             0.0, 0.0
         else
-            xor(xaxis[:mirror], yaxis[:flip]) ? (ymax, ymin) : (ymin, ymax)
+            xor(ax[:mirror], oax[:flip]) ? (oamax, oamin) : (oamin, oamax)
         end
-        if xaxis[:showaxis]
+        if ax[:showaxis]
             if sp[:framestyle] != :grid
-                push!(xaxis_segs, (xmin, y1), (xmax, y1))
+                push!(segments, reverse_if((amin, oa1), isy), reverse_if((amax, oa1), isy))
                 # don't show the 0 tick label for the origin framestyle
-                if sp[:framestyle] == :origin && !(xticks in (:none, nothing, false)) && length(xticks) > 1
+                if sp[:framestyle] == :origin && !(ticks in (:none, nothing, false)) && length(ticks) > 1
-                    showticks = xticks[1] .!= 0
+                    i = findfirst(==(0), ticks[1])
-                    xticks = (xticks[1][showticks], xticks[2][showticks])
+                    if i !== nothing
+                        deleteat!(ticks[1], i)
+                        deleteat!(ticks[2], i)
+                    end
                 end
             end
-            sp[:framestyle] in (:semi, :box) && push!(xborder_segs, (xmin, y2), (xmax, y2)) # top spine
+            if sp[:framestyle] in (:semi, :box) # top spine
+                push!(
+                    border_segments,
+                    reverse_if((amin, oa2), isy),
+                    reverse_if((amax, oa2), isy),
+                )
+            end
         end
-        if !(xaxis[:ticks] in (:none, nothing, false))
+        if !(ax[:ticks] in (:none, nothing, false))
-            f = RecipesPipeline.scale_func(yaxis[:scale])
+            f = RecipesPipeline.scale_func(oax[:scale])
-            invf = RecipesPipeline.inverse_scale_func(yaxis[:scale])
+            invf = RecipesPipeline.inverse_scale_func(oax[:scale])
             tick_start, tick_stop = if sp[:framestyle] == :origin
-                t = invf(f(0) + 0.012 * (f(ymax) - f(ymin)))
+                t = invf(f(0) + 0.012 * (f(oamax) - f(oamin)))
                 (-t, t)
             else
-                ticks_in = xaxis[:tick_direction] == :out ? -1 : 1
+                ticks_in = ax[:tick_direction] == :out ? -1 : 1
-                t = invf(f(y1) + 0.012 * (f(y2) - f(y1)) * ticks_in)
+                t = invf(f(oa1) + 0.012 * (f(oa2) - f(oa1)) * ticks_in)
-                (y1, t)
+                (oa1, t)
             end
 
-            for xtick in xticks[1]
+            for tick in ticks[1]
-                if xaxis[:showaxis]
+                if ax[:showaxis]
-                    push!(xtick_segs, (xtick, tick_start), (xtick, tick_stop)) # bottom tick
+                    push!(
+                        tick_segments,
+                        reverse_if((tick, tick_start), isy),
+                        reverse_if((tick, tick_stop), isy),
+                    )
+                end
+                if ax[:grid]
+                    push!(
+                        grid_segments,
+                        reverse_if((tick, oamin), isy),
+                        reverse_if((tick, oamax), isy),
+                    )
                 end
-                xaxis[:grid] && push!(xgrid_segs, (xtick, ymin), (xtick, ymax)) # vertical grid
             end
 
-            if !(xaxis[:minorticks] in (:none, nothing, false)) || xaxis[:minorgrid]
+            if !(ax[:minorticks] in (:none, nothing, false)) || ax[:minorgrid]
                 tick_start, tick_stop = if sp[:framestyle] == :origin
-                    t = invf(f(0) + 0.006 * (f(ymax) - f(ymin)))
+                    t = invf(f(0) + 0.006 * (f(oamax) - f(oamin)))
                     (-t, t)
                 else
-                    t = invf(f(y1) + 0.006 * (f(y2) - f(y1)) * ticks_in)
+                    t = invf(f(oa1) + 0.006 * (f(oa2) - f(oa1)) * ticks_in)
-                    (y1, t)
+                    (oa1, t)
                 end
-                for xtick in xminorticks
+                for tick in minor_ticks
-                    if xaxis[:showaxis]
+                    if ax[:showaxis]
-                        push!(xtick_segs, (xtick, tick_start), (xtick, tick_stop)) # bottom tick
+                        push!(
+                            tick_segments,
+                            reverse_if((tick, tick_start), isy),
+                            reverse_if((tick, tick_stop), isy),
+                        )
                     end
-                    xaxis[:minorgrid] && push!(xminorgrid_segs, (xtick, ymin), (xtick, ymax)) # vertical grid
+                    if ax[:minorgrid] 
-                end
+                        push!(
-            end
+                            minorgrid_segments,
-        end
+                            reverse_if((tick, oamin), isy),
-
+                            reverse_if((tick, oamax), isy),
-
+                        )
-        # yaxis
-        x1, x2 = if sp[:framestyle] in (:origin, :zerolines)
-            0.0, 0.0
-        else
-            xor(yaxis[:mirror], xaxis[:flip]) ? (xmax, xmin) : (xmin, xmax)
-        end
-        if yaxis[:showaxis]
-            if sp[:framestyle] != :grid
-                push!(yaxis_segs, (x1, ymin), (x1, ymax))
-                # don't show the 0 tick label for the origin framestyle
-                if sp[:framestyle] == :origin && !(yticks in (:none, nothing,false)) && length(yticks) > 1
-                    showticks = yticks[1] .!= 0
-                    yticks = (yticks[1][showticks], yticks[2][showticks])
-                end
-            end
-            sp[:framestyle] in (:semi, :box) && push!(yborder_segs, (x2, ymin), (x2, ymax)) # right spine
-        end
-        if !(yaxis[:ticks] in (:none, nothing, false))
-            f = RecipesPipeline.scale_func(xaxis[:scale])
-            invf = RecipesPipeline.inverse_scale_func(xaxis[:scale])
-            tick_start, tick_stop = if sp[:framestyle] == :origin
-                t = invf(f(0) + 0.012 * (f(xmax) - f(xmin)))
-                (-t, t)
-            else
-                ticks_in = yaxis[:tick_direction] == :out ? -1 : 1
-                t = invf(f(x1) + 0.012 * (f(x2) - f(x1)) * ticks_in)
-                (x1, t)
-            end
-
-            for ytick in yticks[1]
-                if yaxis[:showaxis]
-                    push!(ytick_segs, (tick_start, ytick), (tick_stop, ytick)) # left tick
-                end
-                yaxis[:grid] && push!(ygrid_segs, (xmin, ytick), (xmax, ytick)) # horizontal grid
-            end
-
-            if !(yaxis[:minorticks] in (:none, nothing, false)) || yaxis[:minorgrid]
-                tick_start, tick_stop = if sp[:framestyle] == :origin
-                    t = invf(f(0) + 0.006 * (f(xmax) - f(xmin)))
-                    (-t, t)
-                else
-                    t = invf(f(x1) + 0.006 * (f(x2) - f(x1)) * ticks_in)
-                    (x1, t)
-                end
-                for ytick in yminorticks
-                    if yaxis[:showaxis]
-                        push!(ytick_segs, (tick_start, ytick), (tick_stop, ytick)) # left tick
-                    end
-                    yaxis[:minorgrid] && push!(yminorgrid_segs, (xmin, ytick), (xmax, ytick)) # horizontal grid
-                end
-            end
-        end
-    end
-
-    xticks, yticks, xaxis_segs, yaxis_segs, xtick_segs, ytick_segs, xgrid_segs, ygrid_segs, xminorgrid_segs, yminorgrid_segs, xborder_segs, yborder_segs
-end
-
-
-function axis_drawing_info_3d(sp::Subplot)
-    xaxis, yaxis, zaxis = sp[:xaxis], sp[:yaxis], sp[:zaxis]
-    xmin, xmax = axis_limits(sp, :x)
-    ymin, ymax = axis_limits(sp, :y)
-    zmin, zmax = axis_limits(sp, :z)
-    xticks = get_ticks(sp, xaxis)
-    yticks = get_ticks(sp, yaxis)
-    zticks = get_ticks(sp, zaxis)
-    xminorticks = get_minor_ticks(sp, xaxis, xticks)
-    yminorticks = get_minor_ticks(sp, yaxis, yticks)
-    zminorticks = get_minor_ticks(sp, zaxis, zticks)
-    xaxis_segs = Segments(3)
-    yaxis_segs = Segments(3)
-    zaxis_segs = Segments(3)
-    xtick_segs = Segments(3)
-    ytick_segs = Segments(3)
-    ztick_segs = Segments(3)
-    xgrid_segs = Segments(3)
-    ygrid_segs = Segments(3)
-    zgrid_segs = Segments(3)
-    xminorgrid_segs = Segments(3)
-    yminorgrid_segs = Segments(3)
-    zminorgrid_segs = Segments(3)
-    xborder_segs = Segments(3)
-    yborder_segs = Segments(3)
-    zborder_segs = Segments(3)
-
-    if sp[:framestyle] != :none
-
-        # xaxis
-        y1, y2 = if sp[:framestyle] in (:origin, :zerolines)
-            0.0, 0.0
-        else
-            xor(xaxis[:mirror], yaxis[:flip]) ? (ymax, ymin) : (ymin, ymax)
-        end
-        z1, z2 = if sp[:framestyle] in (:origin, :zerolines)
-            0.0, 0.0
-        else
-            xor(xaxis[:mirror], zaxis[:flip]) ? (zmax, zmin) : (zmin, zmax)
-        end
-        if xaxis[:showaxis]
-            if sp[:framestyle] != :grid
-                push!(xaxis_segs, (xmin, y1, z1), (xmax, y1, z1))
-                # don't show the 0 tick label for the origin framestyle
-                if sp[:framestyle] == :origin && !(xticks in (:none, nothing, false)) && length(xticks) > 1
-                    showticks = xticks[1] .!= 0
-                    xticks = (xticks[1][showticks], xticks[2][showticks])
-                end
-            end
-            sp[:framestyle] in (:semi, :box) && push!(xborder_segs, (xmin, y2, z2), (xmax, y2, z2)) # top spine
-        end
-        if !(xaxis[:ticks] in (:none, nothing, false))
-            f = RecipesPipeline.scale_func(yaxis[:scale])
-            invf = RecipesPipeline.inverse_scale_func(yaxis[:scale])
-            tick_start, tick_stop = if sp[:framestyle] == :origin
-                t = invf(f(0) + 0.012 * (f(ymax) - f(ymin)))
-                (-t, t)
-            else
-                ticks_in = xaxis[:tick_direction] == :out ? -1 : 1
-                t = invf(f(y1) + 0.012 * (f(y2) - f(y1)) * ticks_in)
-                (y1, t)
-            end
-
-            for xtick in xticks[1]
-                if xaxis[:showaxis]
-                    push!(xtick_segs, (xtick, tick_start, z1), (xtick, tick_stop, z1)) # bottom tick
-                end
-                if xaxis[:grid]
-                    if sp[:framestyle] in (:origin, :zerolines)
-                        push!(xgrid_segs, (xtick, ymin, 0.0), (xtick, ymax, 0.0))
-                        push!(xgrid_segs, (xtick, 0.0, zmin), (xtick, 0.0, zmax))
-                    else
-                        push!(xgrid_segs, (xtick, y1, z1), (xtick, y2, z1))
-                        push!(xgrid_segs, (xtick, y2, z1), (xtick, y2, z2))
-                    end
-                end
-            end
-
-            if !(xaxis[:minorticks] in (:none, nothing, false)) || xaxis[:minorgrid]
-                tick_start, tick_stop = if sp[:framestyle] == :origin
-                    t = invf(f(0) + 0.006 * (f(ymax) - f(ymin)))
-                    (-t, t)
-                else
-                    t = invf(f(y1) + 0.006 * (f(y2) - f(y1)) * ticks_in)
-                    (y1, t)
-                end
-                for xtick in xminorticks
-                    if xaxis[:showaxis]
-                        push!(xtick_segs, (xtick, tick_start, z1), (xtick, tick_stop, z1)) # bottom tick
-                    end
-                    if xaxis[:minorgrid]
-                        if sp[:framestyle] in (:origin, :zerolines)
-                            push!(xminorgrid_segs, (xtick, ymin, 0.0), (xtick, ymax, 0.0))
-                            push!(xminorgrid_segs, (xtick, 0.0, zmin), (xtick, 0.0, zmax))
-                        else
-                            push!(xminorgrid_segs, (xtick, y1, z1), (xtick, y2, z1))
-                            push!(xminorgrid_segs, (xtick, y2, z1), (xtick, y2, z2))
-                        end
-                    end
-                end
-            end
-        end
-
-
-        # yaxis
-        x1, x2 = if sp[:framestyle] in (:origin, :zerolines)
-            0.0, 0.0
-        else
-            xor(yaxis[:mirror], xaxis[:flip]) ? (xmin, xmax) : (xmax, xmin)
-        end
-        z1, z2 = if sp[:framestyle] in (:origin, :zerolines)
-            0.0, 0.0
-        else
-            xor(yaxis[:mirror], zaxis[:flip]) ? (zmax, zmin) : (zmin, zmax)
-        end
-        if yaxis[:showaxis]
-            if sp[:framestyle] != :grid
-                push!(yaxis_segs, (x1, ymin, z1), (x1, ymax, z1))
-                # don't show the 0 tick label for the origin framestyle
-                if sp[:framestyle] == :origin && !(yticks in (:none, nothing,false)) && length(yticks) > 1
-                    showticks = yticks[1] .!= 0
-                    yticks = (yticks[1][showticks], yticks[2][showticks])
-                end
-            end
-            sp[:framestyle] in (:semi, :box) && push!(yborder_segs, (x2, ymin, z2), (x2, ymax, z2)) # right spine
-        end
-        if !(yaxis[:ticks] in (:none, nothing, false))
-            f = RecipesPipeline.scale_func(xaxis[:scale])
-            invf = RecipesPipeline.inverse_scale_func(xaxis[:scale])
-            tick_start, tick_stop = if sp[:framestyle] == :origin
-                t = invf(f(0) + 0.012 * (f(xmax) - f(xmin)))
-                (-t, t)
-            else
-                ticks_in = yaxis[:tick_direction] == :out ? -1 : 1
-                t = invf(f(x1) + 0.012 * (f(x2) - f(x1)) * ticks_in)
-                (x1, t)
-            end
-
-            for ytick in yticks[1]
-                if yaxis[:showaxis]
-                    push!(ytick_segs, (tick_start, ytick, z1), (tick_stop, ytick, z1)) # left tick
-                end
-                if yaxis[:grid]
-                    if sp[:framestyle] in (:origin, :zerolines)
-                        push!(ygrid_segs, (xmin, ytick, 0.0), (xmax, ytick, 0.0))
-                        push!(ygrid_segs, (0.0, ytick, zmin), (0.0, ytick, zmax))
-                    else
-                        push!(ygrid_segs, (x1, ytick, z1), (x2, ytick, z1))
-                        push!(ygrid_segs, (x2, ytick, z1), (x2, ytick, z2))
-                    end
-                end
-            end
-
-            if !(yaxis[:minorticks] in (:none, nothing, false)) || yaxis[:minorgrid]
-                tick_start, tick_stop = if sp[:framestyle] == :origin
-                    t = invf(f(0) + 0.006 * (f(xmax) - f(xmin)))
-                    (-t, t)
-                else
-                    t = invf(f(x1) + 0.006 * (f(x2) - f(x1)) * ticks_in)
-                    (x1, t)
-                end
-                for ytick in yminorticks
-                    if yaxis[:showaxis]
-                        push!(ytick_segs, (tick_start, ytick, z1), (tick_stop, ytick, z1)) # left tick
-                    end
-                    if yaxis[:minorgrid]
-                        if sp[:framestyle] in (:origin, :zerolines)
-                            push!(yminorgrid_segs, (xmin, ytick, 0.0), (xmax, ytick, 0.0))
-                            push!(yminorgrid_segs, (0.0, ytick, zmin), (0.0, ytick, zmax))
-                        else
-                            push!(yminorgrid_segs, (x1, ytick, z1), (x2, ytick, z1))
-                            push!(yminorgrid_segs, (x2, ytick, z1), (x2, ytick, z2))
-                        end
-                    end
-                end
-            end
-        end
-
-
-        # zaxis
-        x1, x2 = if sp[:framestyle] in (:origin, :zerolines)
-            0.0, 0.0
-        else
-            xor(zaxis[:mirror], xaxis[:flip]) ? (xmax, xmin) : (xmin, xmax)
-        end
-        y1, y2 = if sp[:framestyle] in (:origin, :zerolines)
-            0.0, 0.0
-        else
-            xor(zaxis[:mirror], yaxis[:flip]) ? (ymax, ymin) : (ymin, ymax)
-        end
-        if zaxis[:showaxis]
-            if sp[:framestyle] != :grid
-                push!(zaxis_segs, (x1, y1, zmin), (x1, y1, zmax))
-                # don't show the 0 tick label for the origin framestyle
-                if sp[:framestyle] == :origin && !(zticks in (:none, nothing,false)) && length(zticks) > 1
-                    showticks = zticks[1] .!= 0
-                    zticks = (zticks[1][showticks], zticks[2][showticks])
-                end
-            end
-            sp[:framestyle] in (:semi, :box) && push!(zborder_segs, (x2, y2, zmin), (x2, y2, zmax))
-        end
-        if !(zaxis[:ticks] in (:none, nothing, false))
-            f = RecipesPipeline.scale_func(xaxis[:scale])
-            invf = RecipesPipeline.inverse_scale_func(xaxis[:scale])
-            tick_start, tick_stop = if sp[:framestyle] == :origin
-                t = invf(f(0) + 0.012 * (f(ymax) - f(ymin)))
-                (-t, t)
-            else
-                ticks_in = zaxis[:tick_direction] == :out ? -1 : 1
-                t = invf(f(y1) + 0.012 * (f(y2) - f(y1)) * ticks_in)
-                (y1, t)
-            end
-
-            for ztick in zticks[1]
-                if zaxis[:showaxis]
-                    push!(ztick_segs, (x1, tick_start, ztick), (x1, tick_stop, ztick)) # left tick
-                end
-                if zaxis[:grid]
-                    if sp[:framestyle] in (:origin, :zerolines)
-                        push!(zgrid_segs, (xmin, 0.0, ztick), (xmax, 0.0, ztick))
-                        push!(ygrid_segs, (0.0, ymin, ztick), (0.0, ymax, ztick))
-                    else
-                        push!(ygrid_segs, (x1, y1, ztick), (x1, y2, ztick))
-                        push!(ygrid_segs, (x1, y2, ztick), (x2, y2, ztick))
-                    end
-                end
-            end
-
-            if !(zaxis[:minorticks] in (:none, nothing, false)) || zaxis[:minorgrid]
-                tick_start, tick_stop = if sp[:framestyle] == :origin
-                    t = invf(f(0) + 0.006 * (f(ymax) - f(ymin)))
-                    (-t, t)
-                else
-                    t = invf(f(y1) + 0.006 * (f(y2) - f(y1)) * ticks_in)
-                    (y1, t)
-                end
-                for ztick in zminorticks
-                    if zaxis[:showaxis]
-                        push!(ztick_segs, (x1, tick_start, ztick), (x1, tick_stop, ztick)) # left tick
-                    end
-                    if zaxis[:minorgrid]
-                        if sp[:framestyle] in (:origin, :zerolines)
-                            push!(zminorgrid_segs, (xmin, 0.0, ztick), (xmax, 0.0, ztick))
-                            push!(zminorgrid_segs, (0.0, ymin, ztick), (0.0, ymax, ztick))
-                        else
-                            push!(zminorgrid_segs, (x1, y1, ztick), (x1, y2, ztick))
-                            push!(zminorgrid_segs, (x1, y2, ztick), (x2, y2, ztick))
-                        end
                     end
                 end
             end
         end
     end
 
-    xticks, yticks, zticks, xaxis_segs, yaxis_segs, zaxis_segs, xtick_segs, ytick_segs, ztick_segs, xgrid_segs, ygrid_segs, zgrid_segs, xminorgrid_segs, yminorgrid_segs, zminorgrid_segs, xborder_segs, yborder_segs, zborder_segs
+    return (
+        ticks = ticks,
+        segments = segments,
+        tick_segments = tick_segments,
+        grid_segments = grid_segments,
+        minorgrid_segments = minorgrid_segments,
+        border_segments = border_segments
+    )
 end
+
+function sort_3d_axes(a, b, c, letter)
+    if letter === :x
+        a, b, c
+    elseif letter === :y
+        b, a, c
+    else
+        c, b, a
+    end
+end
+
+function axis_drawing_info_3d(sp, letter)
+    near_letter = letter in (:x, :z) ? :y : :x
+    far_letter = letter in (:x, :y) ? :z : :x
+
+    ax = sp[Symbol(letter, :axis)]
+    nax = sp[Symbol(near_letter, :axis)]
+    fax = sp[Symbol(far_letter, :axis)]
+
+    amin, amax = axis_limits(sp, letter)
+    namin, namax = axis_limits(sp, near_letter)
+    famin, famax = axis_limits(sp, far_letter)
+
+    ticks = get_ticks(sp, ax, update = false)
+    minor_ticks = get_minor_ticks(sp, ax, ticks)
+
+    # initialize the segments
+    segments = Segments(3)
+    tick_segments = Segments(3)
+    grid_segments = Segments(3)
+    minorgrid_segments = Segments(3)
+    border_segments = Segments(3)
+
+    
+    if sp[:framestyle] != :none# && letter === :x
+        na0, na1 = if sp[:framestyle] in (:origin, :zerolines)
+            0, 0
+        else
+            # reverse_if((namin, namax), xor(ax[:mirror], nax[:flip]))
+            reverse_if(reverse_if((namin, namax), letter === :y), xor(ax[:mirror], nax[:flip]))
+        end
+        fa0, fa1 = if sp[:framestyle] in (:origin, :zerolines)
+            0, 0
+        else
+            reverse_if((famin, famax), xor(ax[:mirror], fax[:flip]))
+        end
+        if ax[:showaxis]
+            if sp[:framestyle] != :grid
+                push!(
+                    segments,
+                    sort_3d_axes(amin, na0, fa0, letter),
+                    sort_3d_axes(amax, na0, fa0, letter),
+                )
+                # don't show the 0 tick label for the origin framestyle
+                if sp[:framestyle] == :origin && !(ticks in (:none, nothing, false)) && length(ticks) > 1
+                    i0 = findfirst(==(0), ticks[1])
+                    if ind !== nothing
+                        deleteat!(ticks[1], i0)
+                        deleteat!(ticks[2], i0)
+                    end
+                end
+            end
+            if sp[:framestyle] in (:semi, :box)
+                push!(
+                    border_segments,
+                    sort_3d_axes(amin, na1, fa1, letter),
+                    sort_3d_axes(amax, na1, fa1, letter),
+                )
+            end
+        end
+        # TODO this can be simplified, we do almost the same thing twice for grid and minorgrid
+        if !(ax[:ticks] in (:none, nothing, false))
+            f = RecipesPipeline.scale_func(nax[:scale])
+            invf = RecipesPipeline.inverse_scale_func(nax[:scale])
+            tick_start, tick_stop = if sp[:framestyle] == :origin
+                t = invf(f(0) + 0.012 * (f(namax) - f(namin)))
+                (-t, t)
+            else
+                ticks_in = ax[:tick_direction] == :out ? -1 : 1
+                t = invf(f(na0) + 0.012 * (f(na1) - f(na0)) * ticks_in)
+                (na0, t)
+            end
+
+            ga0, ga1 = sp[:framestyle] in (:origin, :zerolines) ? (namin, namax) : (na0, na1)
+            for tick in ticks[1]
+                if ax[:showaxis]
+                    push!(
+                        tick_segments,
+                        sort_3d_axes(tick, tick_start, fa0, letter),
+                        sort_3d_axes(tick, tick_stop, fa0, letter),
+                    )
+                end
+                if ax[:grid]
+                    push!(
+                        grid_segments,
+                        sort_3d_axes(tick, ga0, fa0, letter),
+                        sort_3d_axes(tick, ga1, fa0, letter),
+                    )
+                    push!(
+                        grid_segments,
+                        sort_3d_axes(tick, ga1, fa0, letter),
+                        sort_3d_axes(tick, ga1, fa1, letter),
+                    )
+                end
+            end
+
+            if !(ax[:minorticks] in (:none, nothing, false)) || ax[:minorgrid]
+                tick_start, tick_stop = if sp[:framestyle] == :origin
+                    t = invf(f(0) + 0.006 * (f(namax) - f(namin)))
+                    (-t, t)
+                else
+                    t = invf(f(na0) + 0.006 * (f(na1) - f(na0)) * ticks_in)
+                    (na0, t)
+                end
+                for tick in minorticks
+                    if ax[:showaxis]
+                        push!(
+                            tick_segments,
+                            sort_3d_axes(tick, tick_start, fa0, letter),
+                            sort_3d_axes(tick, tick_stop, fa0, letter),
+                        )
+                    end
+                    if ax[:minorgrid]
+                        push!(
+                            minorgrid_segments,
+                            sort_3d_axes(tick, ga0, fa0, letter),
+                            sort_3d_axes(tick, ga1, fa0, letter),
+                        )
+                        push!(
+                            minorgrid_segments,
+                            sort_3d_axes(tick, ga1, fa0, letter),
+                            sort_3d_axes(tick, ga1, fa1, letter),
+                        )
+                    end
+                end
+            end
+        end
+    end
+
+    return (
+        ticks = ticks,
+        segments = segments,
+        tick_segments = tick_segments,
+        grid_segments = grid_segments,
+        minorgrid_segments = minorgrid_segments,
+        border_segments = border_segments
+    )
+end
+
+reverse_if(x, cond) = cond ? reverse(x) : x
+axis_tuple(x, y, letter) = reverse_if((x, y), letter === :y)
+
+axes_shift(t, i) = i % 3 == 0 ? t : i % 3 == 1 ? (t[3], t[1], t[2]) : (t[2], t[3], t[1])

src/backends.jl

@@ -1,5 +1,3 @@
-using Pkg
-
 struct NoBackend <: AbstractBackend end
 
 const _backendType = Dict{Symbol, DataType}(:none => NoBackend)
@@ -318,7 +316,6 @@ const _gr_attr = merge_with_base_supported([
     :layout,
     :title, :window_title,
     :guide, :lims, :ticks, :scale, :flip,
-    :match_dimensions,
     :titlefontfamily, :titlefontsize, :titlefonthalign, :titlefontvalign,
     :titlefontrotation, :titlefontcolor,
     :legendfontfamily, :legendfontsize, :legendfonthalign, :legendfontvalign,
@@ -369,10 +366,10 @@ is_marker_supported(::GRBackend, shape::Shape) = true
 function _initialize_backend(pkg::PlotlyBackend)
     try
         @eval Main begin
-            import ORCA
+            import PlotlyBase
         end
     catch
-        @info "For saving to png with the Plotly backend ORCA has to be installed."
+        @info "For saving to png with the Plotly backend PlotlyBase has to be installed."
     end
 end
 
@@ -431,6 +428,7 @@ const _plotly_seriestype = [
     :shape,
     :scattergl,
     :straightline,
+    :mesh3d
 ]
 const _plotly_style = [:auto, :solid, :dash, :dot, :dashdot]
 const _plotly_marker = [
@@ -473,7 +471,6 @@ const _pgfplots_attr = merge_with_base_supported([
     :polar,
     # :normalize, :weights, :contours,
     :aspect_ratio,
-    # :match_dimensions,
     :tick_direction,
     :framestyle,
     :camera,
@@ -489,7 +486,7 @@ const _pgfplots_scale = [:identity, :ln, :log2, :log10]
 
 function _initialize_backend(pkg::PlotlyJSBackend)
     @eval Main begin
-        import PlotlyJS, ORCA
+        import PlotlyJS
         export PlotlyJS
     end
 end
@@ -542,7 +539,6 @@ const _pyplot_attr = merge_with_base_supported([
     :polar,
     :normalize, :weights,
     :contours, :aspect_ratio,
-    :match_dimensions,
     :clims,
     :inset_subplots,
     :dpi,
@@ -628,7 +624,6 @@ const _hdf5_attr = merge_with_base_supported([
     :polar,
     :normalize, :weights,
     :contours, :aspect_ratio,
-    :match_dimensions,
     :clims,
     :inset_subplots,
     :dpi,
@@ -666,11 +661,6 @@ mutable struct HDF5Plot_PlotRef
 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
@@ -706,7 +696,6 @@ const _inspectdr_attr = merge_with_base_supported([
     :polar,
 #    :normalize, :weights,
 #    :contours, :aspect_ratio,
-    :match_dimensions,
 #    :clims,
 #    :inset_subplots,
     :dpi,
@@ -767,7 +756,6 @@ const _pgfplotsx_attr = merge_with_base_supported([
     :ticks,
     :scale,
     :flip,
-    :match_dimensions,
     :titlefontfamily,
     :titlefontsize,
     :titlefonthalign,
@@ -830,6 +818,7 @@ const _pgfplotsx_seriestype = [
     :surface,
     :wireframe,
     :heatmap,
+    :mesh3d,
     :contour,
     :contour3d,
     :quiver,

src/backends/pgfplotsx.jl

@@ -1,5 +1,6 @@
 using Contour: Contour
 using UUIDs
+using Latexify
 Base.@kwdef mutable struct PGFPlotsXPlot
     is_created::Bool = false
     was_shown::Bool = false
@@ -72,6 +73,9 @@ function surface_to_vecs(x::AVec, y::AVec, s::Union{AMat,Surface})
     yn = Vector{eltype(y)}(undef, length(a))
     zn = Vector{eltype(s)}(undef, length(a))
     for (n, (i, j)) in enumerate(Tuple.(CartesianIndices(a)))
+        if length(x) == size(s)[1]
+            i, j = j, i
+        end
         xn[n] = x[j]
         yn[n] = y[i]
         zn[n] = a[i, j]
@@ -83,17 +87,17 @@ function Base.push!(pgfx_plot::PGFPlotsXPlot, item)
     push!(pgfx_plot.the_plot, item)
 end
 
+function pgfx_split_extra_opts(extra)
+    return (get(extra, :add, nothing), filter( x-> first(x) != :add, extra))
+end
 function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
     if !pgfx_plot.is_created || pgfx_plot.was_shown
         pgfx_sanitize_plot!(plt)
         # extract extra kwargs
-        extra_plot_opt = plt[:extra_plot_kwargs]
+        extra_plot, extra_plot_opt = pgfx_split_extra_opts(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
+            extra_plot = wraptuple(extra_plot)
             push!(the_plot, extra_plot...)
         end
         bgc = plt.attr[:background_color_outside] == :match ?
@@ -249,13 +253,10 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
             else
                 PGFPlotsX.Axis
             end
-            extra_sp_opt = sp[:extra_kwargs]
+            extra_sp, extra_sp_opt = pgfx_split_extra_opts(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
+                extra_sp = wraptuple(extra_sp)
                 push!(axis, extra_sp...)
             end
             if sp[:legendtitle] !== nothing
@@ -279,13 +280,9 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
                     "color" => single_color(opt[:linecolor]),
                     "name path" => string(series_id),
                 )
-                extra_series_opt = series[:extra_kwargs]
+                extra_series, extra_series_opt = pgfx_split_extra_opts(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)
+                if RecipesPipeline.is3d(series) || st in (:heatmap, :contour) || (st == :quiver && opt[:z] !== nothing)
                     series_func = PGFPlotsX.Plot3
                 else
                     series_func = PGFPlotsX.Plot
@@ -294,132 +291,11 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
                    !isfilledcontour(series) && series[:ribbon] === nothing
                     push!(series_opt, "area legend" => nothing)
                 end
-                if st in (:heatmap, :contour)
+                pgfx_add_series!(Val(st), axis, series_opt, series, series_func, opt)
-                    push!(axis.options, "view" => "{0}{90}")
+                if extra_series !== nothing
+                    extra_series = wraptuple(extra_series)
+                    push!(axis.contents[end], extra_series...)
                 end
-                # treat segments
-                segments =
-                    if st in (:wireframe, :heatmap, :contour, :surface, :contour3d)
-                        iter_segments(surface_to_vecs(
-                            series[:x],
-                            series[:y],
-                            series[:z],
-                        )...)
-                    else
-                        iter_segments(series)
-                    end
-                for (i, rng) in enumerate(segments)
-                    segment_opt = PGFPlotsX.Options()
-                    segment_opt = merge(segment_opt, pgfx_linestyle(opt, i))
-                    if opt[:markershape] != :none
-                        marker = opt[:markershape]
-                        if marker isa Shape
-                            x = marker.x
-                            y = marker.y
-                            scale_factor = 0.00125
-                            mark_size = opt[:markersize] * scale_factor
-                            path = join(
-                                [
-                                    "($(x[i] * mark_size), $(y[i] * mark_size))"
-                                    for i in eachindex(x)
-                                ],
-                                " -- ",
-                            )
-                            c = get_markercolor(series, i)
-                            a = get_markeralpha(series, i)
-                            PGFPlotsX.push_preamble!(
-                                pgfx_plot.the_plot,
-                                """
-                                \\pgfdeclareplotmark{PlotsShape$(series_index)}{
-                                \\filldraw
-                                $path;
-                                }
-                                """,
-                            )
-                        end
-                        segment_opt = merge(segment_opt, pgfx_marker(opt, i))
-                    end
-                    if st == :shape
-                        segment_opt = merge(segment_opt, pgfx_fillstyle(opt, i))
-                    end
-                    # add fillrange
-                    if sf !== nothing &&
-                       !isfilledcontour(series) &&
-                       series[:ribbon] === nothing
-                        if sf isa Number || sf isa AVec
-                            pgfx_fillrange_series!(
-                                axis,
-                                series,
-                                series_func,
-                                i,
-                                _cycle(sf, rng),
-                                rng,
-                            )
-                        end
-                        if i == 1 &&
-                           sp[:legend] != :none && pgfx_should_add_to_legend(series)
-                            pgfx_filllegend!(series_opt, opt)
-                        end
-                    end
-                    coordinates =
-                        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
-                        sf1, sf2 = sf
-                        @assert sf1 == series_index "First index of the tuple has to match the current series index."
-                        push!(
-                            axis,
-                            series_func(
-                                merge(
-                                    pgfx_fillstyle(opt, series_index),
-                                    PGFPlotsX.Options("forget plot" => nothing),
-                                ),
-                                "fill between [of=$series_id and $(_pgfplotsx_series_ids[Symbol(string(sf2))])]",
-                            ),
-                        )
-                    end
-                    # add ribbons?
-                    ribbon = series[:ribbon]
-                    if ribbon !== nothing
-                        pgfx_add_ribbons!(
-                            axis,
-                            series,
-                            segment_plot,
-                            series_func,
-                            series_index,
-                        )
-                    end
-                    # add to legend?
-                    if sp[:legend] != :none
-                        leg_entry = if opt[:label] isa AVec
-                            get(opt[:label], i, "")
-                        elseif opt[:label] isa AbstractString
-                            if i == 1
-                                get(opt, :label, "")
-                            else
-                                ""
-                            end
-                        else
-                            throw(ArgumentError("Malformed label. label = $(opt[:label])"))
-                        end
-                        if leg_entry == "" || !pgfx_should_add_to_legend(series)
-                            push!(axis.contents[end].options, "forget plot" => nothing)
-                        else
-                            leg_opt = PGFPlotsX.Options()
-                            if ribbon !== nothing
-                                pgfx_filllegend!(axis.contents[end - 3].options, opt)
-                            end
-                            legend = PGFPlotsX.LegendEntry(leg_opt, leg_entry, false)
-                            push!(axis, legend)
-                        end
-                    end
-                end # for segments
                 # add series annotations
                 anns = series[:series_annotations]
                 for (xi, yi, str, fnt) in EachAnn(anns, series[:x], series[:y])
@@ -453,11 +329,350 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
     return pgfx_plot
 end
 ## seriestype specifics
-@inline function pgfx_series_coordinates!(sp, series, segment_opt, opt, rng)
+function pgfx_add_series!(axis, series_opt, series, series_func, opt)
+    args = pgfx_series_arguments(series, opt)
+    series_plot = series_func(series_opt, PGFPlotsX.Table(args...))
+    push!(axis, series_plot)
+    pgfx_add_legend!(axis, series, opt)
+end
+
+function pgfx_add_series!(::Val{:path}, axis, series_opt, series, series_func, opt)
+    # treat segments
+    segments = iter_segments(series, series[:seriestype])
+    sf = opt[:fillrange]
+    for (i, rng) in enumerate(segments)
+        segment_opt = PGFPlotsX.Options()
+        segment_opt = merge(segment_opt, pgfx_linestyle(opt, i))
+        if opt[:markershape] != :none
+            marker = _cycle(opt[:markershape], i)
+            if marker isa Shape
+                x = marker.x
+                y = marker.y
+                scale_factor = 0.00125
+                mark_size = opt[:markersize] * scale_factor
+                path = join(
+                    [
+                        "($(x[i] * mark_size), $(y[i] * mark_size))"
+                        for i in eachindex(x)
+                    ],
+                    " -- ",
+                )
+                c = get_markercolor(series, i)
+                a = get_markeralpha(series, i)
+                PGFPlotsX.push_preamble!(
+                    series[:plot_object].o.the_plot,
+                    """
+                    \\pgfdeclareplotmark{PlotsShape$(series[:series_plotindex])}{
+                    \\filldraw
+                    $path;
+                    }
+                    """,
+                )
+            end
+            segment_opt = merge(segment_opt, pgfx_marker(opt, i))
+        end
+        # add fillrange
+        if sf !== nothing &&
+           !isfilledcontour(series)
+           if sf isa Number || sf isa AVec
+                pgfx_fillrange_series!(
+                    axis,
+                    series,
+                    series_func,
+                    i,
+                    _cycle(sf, rng),
+                    rng,
+                )
+            elseif sf isa Tuple && series[:ribbon] !== nothing
+                for sfi in sf
+                pgfx_fillrange_series!(
+                    axis,
+                    series,
+                    series_func,
+                    i,
+                    _cycle(sfi, rng),
+                    rng,
+                )
+                end
+            end
+            if i == 1 &&
+               series[:subplot][:legend] != :none && pgfx_should_add_to_legend(series)
+                pgfx_filllegend!(series_opt, opt)
+            end
+        end
+        # handle arrows
+        arrow = opt[:arrow]
+        if arrow isa Arrow
+            arrow_opt = merge(
+                segment_opt,
+                PGFPlotsX.Options("quiver" => PGFPlotsX.Options(
+                    "u" => "\\thisrow{u}",
+                    "v" => "\\thisrow{v}",
+                    pgfx_arrow(arrow, :head) => nothing,
+                    )
+                )
+            )
+            if arrow.side == :head
+                x_arrow = opt[:x][rng][end-1:end]
+                y_arrow = opt[:y][rng][end-1:end]
+                x_path  = opt[:x][rng][1:end-1]
+                y_path  = opt[:y][rng][1:end-1]
+            elseif arrow.side == :tail
+                x_arrow = opt[:x][rng][2:-1:1]
+                y_arrow = opt[:y][rng][2:-1:1]
+                x_path  = opt[:x][rng][2:end]
+                y_path  = opt[:y][rng][2:end]
+            elseif arrow.side == :both
+                x_arrow = opt[:x][rng][[2,1,end-1,end]]
+                y_arrow = opt[:y][rng][[2,1,end-1,end]]
+                x_path  = opt[:x][rng][2:end-1]
+                y_path  = opt[:y][rng][2:end-1]
+            end
+            coordinates = PGFPlotsX.Table([
+                    :x => x_arrow[1:2:end-1],
+                    :y => y_arrow[1:2:end-1],
+                    :u => [x_arrow[i] - x_arrow[i-1] for i in 2:2:lastindex(x_arrow)],
+                    :v => [y_arrow[i] - y_arrow[i-1] for i in 2:2:lastindex(y_arrow)],
+                ])
+            arrow_plot =
+                series_func(merge(series_opt, arrow_opt), coordinates)
+            push!(axis, arrow_plot)
+            coordinates = PGFPlotsX.Table(x_path, y_path)
+            segment_plot =
+                series_func(merge(series_opt, segment_opt), coordinates)
+            push!(axis, segment_plot)
+        else
+            coordinates = PGFPlotsX.Table(pgfx_series_arguments(series, opt, rng)...)
+            segment_plot =
+                series_func(merge(series_opt, segment_opt), coordinates)
+            push!(axis, segment_plot)
+        end
+        # fill between functions
+        if sf isa Tuple && series[:ribbon] === nothing
+            sf1, sf2 = sf
+            @assert sf1 == series_index "First index of the tuple has to match the current series index."
+            push!(
+                axis,
+                series_func(
+                    merge(
+                        pgfx_fillstyle(opt, series_index),
+                        PGFPlotsX.Options("forget plot" => nothing),
+                    ),
+                    "fill between [of=$series_id and $(_pgfplotsx_series_ids[Symbol(string(sf2))])]",
+                ),
+            )
+        end
+        pgfx_add_legend!(axis, series, opt, i)
+    end # for segments
+    # get that last marker
+    if !isnothing(opt[:y]) && !any(isnan, opt[:y]) && opt[:markershape] isa AVec
+        additional_plot = PGFPlotsX.PlotInc(pgfx_marker(opt, length(segments) + 1), PGFPlotsX.Coordinates(tuple((last(opt[:x]), last(opt[:y])))))
+        push!(axis, additional_plot)
+    end
+end
+
+function pgfx_add_series!(::Val{:scatter}, axis, series_opt, series, series_func, opt)
+    push!(series_opt, "only marks" => nothing)
+    pgfx_add_series!(Val(:path), axis, series_opt, series, series_func, opt)
+end
+
+function pgfx_add_series!(::Val{:straightline}, axis, series_opt, series, series_func, opt)
+    pgfx_add_series!(Val(:path), axis, series_opt, series, series_func, opt)
+end
+
+function pgfx_add_series!(::Val{:path3d}, axis, series_opt, series, series_func, opt)
+    pgfx_add_series!(Val(:path), axis, series_opt, series, series_func, opt)
+end
+
+function pgfx_add_series!(::Val{:scatter3d}, axis, series_opt, series, series_func, opt)
+    push!(series_opt, "only marks" => nothing)
+    pgfx_add_series!(Val(:path), axis, series_opt, series, series_func, opt)
+end
+
+function pgfx_add_series!(::Val{:surface}, axis, series_opt, series, series_func, opt)
+    push!(
+        series_opt,
+        "surf" => nothing,
+        "mesh/rows" => length(opt[:x]),
+        "mesh/cols" => length(opt[:y]),
+        "z buffer" => "sort",
+    )
+    pgfx_add_series!(axis, series_opt, series, series_func, opt)
+end
+
+function pgfx_add_series!(::Val{:wireframe}, axis, series_opt, series, series_func, opt)
+    push!(series_opt, "mesh" => nothing,
+                      "mesh/rows" => length(opt[:x])
+         )
+    pgfx_add_series!(axis, series_opt, series, series_func, opt)
+end
+
+function pgfx_add_series!(::Val{:heatmap}, axis, series_opt, series, series_func, opt)
+    push!(axis.options, "view" => "{0}{90}")
+    push!(
+        series_opt,
+        "matrix plot*" => nothing,
+        "mesh/rows" => length(opt[:x]),
+        "mesh/cols" => length(opt[:y]),
+        "point meta" => "\\thisrow{meta}",
+    )
+    args = pgfx_series_arguments(series, opt)
+    meta = [any(!isfinite, r) ? NaN : r[3] for r in zip(args...)]
+    for arg in args
+        arg[(!isfinite).(arg)] .= 0
+    end
+    t = PGFPlotsX.Table(["x" => args[1], "y" => args[2], "z" => args[3], "meta" => meta])
+    series_plot = series_func(series_opt, t)
+    push!(axis, series_plot)
+    pgfx_add_legend!(axis, series, opt)
+end
+
+function pgfx_add_series!(::Val{:mesh3d}, axis, series_opt, series, series_func, opt)
+    ptable = join([ string(i, " ", j, " ", k, "\\\\") for (i, j, k) in zip(opt[:connections]...) ], "\n        ")
+    push!(
+        series_opt,
+        "patch" => nothing,
+        "table/row sep" => "\\\\",
+        "patch table" => ptable
+    )
+    pgfx_add_series!(axis, series_opt, series, series_func, opt)
+end
+
+function pgfx_add_series!(::Val{:contour}, axis, series_opt, series, series_func, opt)
+    push!(axis.options, "view" => "{0}{90}")
+    if isfilledcontour(series)
+        pgfx_add_series!(Val(:filledcontour), axis, series_opt, series, series_func, opt)
+        return nothing
+    end
+    pgfx_add_series!(Val(:contour3d), axis, series_opt, series, series_func, opt)
+    return nothing
+end
+
+function pgfx_add_series!(::Val{:filledcontour}, axis, series_opt, series, series_func, opt)
+    push!(
+        series_opt,
+        "contour filled" => PGFPlotsX.Options(), # labels not supported
+        "patch type" => "bilinear",
+        "shader" => "flat",
+    )
+    if opt[:levels] isa Number
+        push!(series_opt["contour filled"], "number" => opt[:levels])
+    elseif opt[:levels] isa AVec
+        push!(series_opt["contour filled"], "levels" => opt[:levels])
+    end
+    pgfx_add_series!(axis, series_opt, series, series_func, opt)
+end
+
+function pgfx_add_series!(::Val{:contour3d}, axis, series_opt, series, series_func, opt)
+    push!(
+        series_opt,
+        "contour prepared" => PGFPlotsX.Options("labels" => opt[:contour_labels]),
+    )
+    series_opt = merge( series_opt, pgfx_linestyle(opt) )
+    args = pgfx_series_arguments(series, opt)
+    series_plot = series_func(series_opt, PGFPlotsX.Table(Contour.contours(args..., opt[:levels])))
+    push!(axis, series_plot)
+    pgfx_add_legend!(axis, series, opt)
+end
+
+function pgfx_add_series!(::Val{:quiver}, axis, series_opt, series, series_func, opt)
+    if opt[:quiver] !== nothing
+        push!(
+            series_opt,
+            "quiver" => PGFPlotsX.Options(
+                "u" => "\\thisrow{u}",
+                "v" => "\\thisrow{v}",
+                pgfx_arrow(opt[:arrow]) => nothing,
+            ),
+        )
+        x = opt[:x]
+        y = opt[:y]
+        z = opt[:z]
+        if z !== nothing
+            push!(series_opt["quiver"], "w" => "\\thisrow{w}")
+            pgfx_axis!(axis.options, series[:subplot], :z)
+            table = PGFPlotsX.Table([
+                :x => x,
+                :y => y,
+                :z => z,
+                :u => opt[:quiver][1],
+                :v => opt[:quiver][2],
+                :w => opt[:quiver][3],
+            ])
+        else
+            table = PGFPlotsX.Table([
+                :x => x,
+                :y => y,
+                :u => opt[:quiver][1],
+                :v => opt[:quiver][2],
+            ])
+        end
+    end
+    series_plot = series_func(series_opt, table)
+    push!(axis, series_plot)
+    pgfx_add_legend!(axis, series, opt)
+end
+
+function pgfx_add_series!(::Val{:shape}, axis, series_opt, series, series_func, opt)
+    push!(series_opt, "area legend" => nothing)
+    series_opt = merge(series_opt, pgfx_fillstyle(opt))
+    pgfx_add_series!(Val(:path), axis, series_opt, series, series_func, opt)
+end
+
+function pgfx_add_series!(::Val{:steppre}, axis, series_opt, series, series_func, opt)
+    push!(series_opt, "const plot mark right" => nothing)
+    pgfx_add_series!(Val(:path), axis, series_opt, series, series_func, opt)
+end
+
+function pgfx_add_series!(::Val{:stepmid}, axis, series_opt, series, series_func, opt)
+    push!(series_opt, "const plot mark mid" => nothing)
+    pgfx_add_series!(Val(:path), axis, series_opt, series, series_func, opt)
+end
+
+function pgfx_add_series!(::Val{:steppost}, axis, series_opt, series, series_func, opt)
+    push!(series_opt, "const plot" => nothing)
+    pgfx_add_series!(Val(:path), axis, series_opt, series, series_func, opt)
+end
+
+function pgfx_add_series!(::Val{:ysticks}, axis, series_opt, series, series_func, opt)
+    push!(series_opt, "ycomb" => nothing)
+    pgfx_add_series!(Val(:path), axis, series_opt, series, series_func, opt)
+end
+
+function pgfx_add_series!(::Val{:xsticks}, axis, series_opt, series, series_func, opt)
+    push!(series_opt, "xcomb" => nothing)
+    pgfx_add_series!(Val(:path), axis, series_opt, series, series_func, opt)
+end
+
+function pgfx_add_legend!(axis, series, opt, i = 1)
+    if series[:subplot][:legend] != :none
+        leg_entry = if opt[:label] isa AVec
+            get(opt[:label], i, "")
+        elseif opt[:label] isa AbstractString
+            if i == 1
+                get(opt, :label, "")
+            else
+                ""
+            end
+        else
+            throw(ArgumentError("Malformed label. label = $(opt[:label])"))
+        end
+        if leg_entry == "" || !pgfx_should_add_to_legend(series)
+            push!(axis.contents[end].options, "forget plot" => nothing)
+        else
+            leg_opt = PGFPlotsX.Options()
+            legend = PGFPlotsX.LegendEntry(leg_opt, leg_entry, false)
+            push!(axis, legend)
+        end
+    end
+    return nothing
+end
+
+pgfx_series_arguments(series, opt, range) = (arg[range] for arg in pgfx_series_arguments(series, opt))
+function pgfx_series_arguments(series, opt)
     st = series[:seriestype]
-    # function args
+    return if st in (:contour, :contour3d)
-    args = if st in (:contour, :contour3d)
+        opt[:x], opt[:y], handle_surface(opt[:z])
-        opt[:x], opt[:y], Array(opt[:z])'
     elseif st in (:heatmap, :surface, :wireframe)
         surface_to_vecs(opt[:x], opt[:y], opt[:z])
     elseif RecipesPipeline.is3d(st)
@@ -466,145 +681,12 @@ end
         straightline_data(series)
     elseif st == :shape
         shape_data(series)
-    elseif ispolar(sp)
+    elseif ispolar(series)
         theta, r = opt[:x], opt[:y]
         rad2deg.(theta), r
     else
         opt[:x], opt[:y]
     end
-    seg_args = if st in (:contour, :contour3d)
-        args
-    else
-        (arg[rng] for arg in args)
-    end
-    if opt[:quiver] !== nothing
-        push!(
-            segment_opt,
-            "quiver" => PGFPlotsX.Options(
-                "u" => "\\thisrow{u}",
-                "v" => "\\thisrow{v}",
-                pgfx_arrow(opt[:arrow]) => nothing,
-            ),
-        )
-        x, y = collect(seg_args)
-        return PGFPlotsX.Table([
-            :x => x,
-            :y => y,
-            :u => opt[:quiver][1],
-            :v => opt[:quiver][2],
-        ])
-    else
-        if isfilledcontour(series)
-            st = :filledcontour
-        end
-        pgfx_series_coordinates!(Val(st), segment_opt, opt, seg_args)
-    end
-end
-function pgfx_series_coordinates!(
-    st_val::Union{Val{:path},Val{:path3d},Val{:straightline}},
-    segment_opt,
-    opt,
-    args,
-)
-    return PGFPlotsX.Coordinates(args...)
-end
-function pgfx_series_coordinates!(
-    st_val::Union{Val{:scatter},Val{:scatter3d}},
-    segment_opt,
-    opt,
-    args,
-)
-    push!(segment_opt, "only marks" => nothing)
-    return PGFPlotsX.Coordinates(args...)
-end
-function pgfx_series_coordinates!(st_val::Val{:heatmap}, segment_opt, opt, args)
-    push!(
-        segment_opt,
-        "matrix plot*" => nothing,
-        "mesh/rows" => length(opt[:x]),
-        "mesh/cols" => length(opt[:y]),
-    )
-    return PGFPlotsX.Table(args...)
-end
-
-function pgfx_series_coordinates!(st_val::Val{:steppre}, segment_opt, opt, args)
-    push!(segment_opt, "const plot mark right" => nothing)
-    return PGFPlotsX.Coordinates(args...)
-end
-function pgfx_series_coordinates!(st_val::Val{:stepmid}, segment_opt, opt, args)
-    push!(segment_opt, "const plot mark mid" => nothing)
-    return PGFPlotsX.Coordinates(args...)
-end
-function pgfx_series_coordinates!(st_val::Val{:steppost}, segment_opt, opt, args)
-    push!(segment_opt, "const plot" => nothing)
-    return PGFPlotsX.Coordinates(args...)
-end
-function pgfx_series_coordinates!(
-    st_val::Union{Val{:ysticks},Val{:sticks}},
-    segment_opt,
-    opt,
-    args,
-)
-    push!(segment_opt, "ycomb" => nothing)
-    return PGFPlotsX.Coordinates(args...)
-end
-function pgfx_series_coordinates!(st_val::Val{:xsticks}, segment_opt, opt, args)
-    push!(segment_opt, "xcomb" => nothing)
-    return PGFPlotsX.Coordinates(args...)
-end
-function pgfx_series_coordinates!(st_val::Val{:surface}, segment_opt, opt, args)
-    push!(
-        segment_opt,
-        "surf" => nothing,
-        "mesh/rows" => length(opt[:x]),
-        "mesh/cols" => length(opt[:y]),
-    )
-    return PGFPlotsX.Coordinates(args...)
-end
-function pgfx_series_coordinates!(st_val::Val{:volume}, segment_opt, opt, args)
-    push!(segment_opt, "patch" => nothing)
-    return PGFPlotsX.Coordinates(args...)
-end
-function pgfx_series_coordinates!(st_val::Val{:wireframe}, segment_opt, opt, args)
-    push!(segment_opt, "mesh" => nothing, "mesh/rows" => length(opt[:x]))
-    return PGFPlotsX.Coordinates(args...)
-end
-function pgfx_series_coordinates!(st_val::Val{:shape}, segment_opt, opt, args)
-    push!(segment_opt, "area legend" => nothing)
-    return PGFPlotsX.Coordinates(args...)
-end
-function pgfx_series_coordinates!(
-    st_val::Union{Val{:contour},Val{:contour3d}},
-    segment_opt,
-    opt,
-    args,
-)
-    push!(
-        segment_opt,
-        "contour prepared" => PGFPlotsX.Options("labels" => opt[:contour_labels]),
-    )
-    return PGFPlotsX.Table(Contour.contours(args..., opt[:levels]))
-end
-function pgfx_series_coordinates!(
-    st_val::Val{:filledcontour},
-    segment_opt,
-    opt,
-    args,
-)
-    xs, ys, zs = collect(args)
-    push!(
-        segment_opt,
-        "contour filled" => PGFPlotsX.Options(), # labels not supported
-        "patch type" => "bilinear",
-        "shader" => "flat",
-    )
-    if opt[:levels] isa Number
-        push!(segment_opt["contour filled"], "number" => opt[:levels])
-    elseif opt[:levels] isa AVec
-        push!(segment_opt["contour filled"], "levels" => opt[:levels])
-    end
-
-    PGFPlotsX.Coordinates(args...)
 end
 ##
 pgfx_get_linestyle(k) = get(
@@ -716,7 +798,7 @@ end
 ## --------------------------------------------------------------------------------------
 # Generates a colormap for pgfplots based on a ColorGradient
 pgfx_arrow(::Nothing) = "every arrow/.append style={-}"
-function pgfx_arrow(arr::Arrow)
+function pgfx_arrow(arr::Arrow, side = arr.side)
     components = String[]
     head = String[]
     push!(head, "{stealth[length = $(arr.headlength)pt, width = $(arr.headwidth)pt")
@@ -725,11 +807,11 @@ function pgfx_arrow(arr::Arrow)
     end
     push!(head, "]}")
     head = join(head, "")
-    if arr.side == :both || arr.side == :tail
+    if side == :both || side == :tail
         push!(components, head)
     end
     push!(components, "-")
-    if arr.side == :both || arr.side == :head
+    if side == :both || side == :head
         push!(components, head)
     end
     components = join(components, "")
@@ -805,6 +887,13 @@ function pgfx_font(fontsize, thickness_scaling = 1, font = "\\selectfont")
     return string("{\\fontsize{", fs, " pt}{", 1.3fs, " pt}", font, "}")
 end
 
+# If a particular fontsize parameter is `nothing`, produce a figure that doesn't specify the
+# font size, and therefore uses whatever fontsize is utilised by the doc in which the
+# figure is located.
+function pgfx_font(fontsize::Nothing, thickness_scaling = 1, font = "\\selectfont")
+    return string("{", font, "}")
+end
+
 function pgfx_should_add_to_legend(series::Series)
     series.plotattributes[:primary] &&
     !(
@@ -837,9 +926,12 @@ function pgfx_marker(plotattributes, i = 1)
         pgfx_thickness_scaling(plotattributes) *
         0.75 *
         _cycle(plotattributes[:markersize], i)
+    mark_freq = !any(isnan, plotattributes[:y]) && plotattributes[:markershape] isa AVec ?
+                length(plotattributes[:markershape]) : 1
     return PGFPlotsX.Options(
         "mark" => shape isa Shape ? "PlotsShape$i" : pgfx_get_marker(shape),
         "mark size" => "$mark_size pt",
+        "mark repeat" => mark_freq,
         "mark options" => PGFPlotsX.Options(
             "color" => cstr_stroke,
             "draw opacity" => a_stroke,
@@ -969,7 +1061,7 @@ function pgfx_fillrange_args(fillrange, x, y, z)
     x_fill = [x; x[n:-1:1]; x[1]]
     y_fill = [y; y[n:-1:1]; x[1]]
     z_fill = [z; _cycle(fillrange, n:-1:1); z[1]]
-    return PGFPlotsX.Coordiantes(x_fill, y_fill, z_fill)
+    return PGFPlotsX.Coordinates(x_fill, y_fill, z_fill)
 end
 
 function pgfx_sanitize_string(p::PlotText)
@@ -982,12 +1074,16 @@ function pgfx_sanitize_string(s::AbstractString)
     s = replace(s, r"\\?\&" => "\\&")
     s = replace(s, r"\\?\{" => "\\{")
     s = replace(s, r"\\?\}" => "\\}")
+    s = map(split(s, "")) do s
+            isascii(s) ? s : latexify(s)
+            end |> join
 end
 @require LaTeXStrings = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f" begin
     using .LaTeXStrings
     function pgfx_sanitize_string(s::LaTeXString)
         s = replace(s, r"\\?\#" => "\\#")
         s = replace(s, r"\\?\%" => "\\%")
+        return LaTeXString(s)
     end
 end
 function pgfx_sanitize_plot!(plt)

src/backends/plotly.jl

@@ -1,4 +1,3 @@
-
 # https://plot.ly/javascript/getting-started
 
 is_subplot_supported(::PlotlyBackend) = true
@@ -20,6 +19,16 @@ using UUIDs
 
 # ----------------------------------------------------------------
 
+function labelfunc(scale::Symbol, backend::PlotlyBackend)
+    texfunc = labelfunc_tex(scale)
+    function (x)
+        tex_x = texfunc(x)
+        sup_x = replace( tex_x, r"\^{(.*)}"=>s"<sup>\1</sup>" )
+        # replace dash with \minus (U+2212)
+        replace(sup_x, "-" => "−")
+    end
+end
+
 function plotly_font(font::Font, color = font.color)
     KW(
         :family => font.family,
@@ -111,16 +120,17 @@ end
 
 
 # this method gets the start/end in percentage of the canvas for this axis direction
-function plotly_domain(sp::Subplot, letter)
+function plotly_domain(sp::Subplot)
     figw, figh = sp.plt[:size]
     pcts = bbox_to_pcts(sp.plotarea, figw*px, figh*px)
     pcts = plotly_apply_aspect_ratio(sp, sp.plotarea, pcts)
-    i1,i2 = (letter == :x ? (1,3) : (2,4))
+    x_domain = [pcts[1], pcts[1] + pcts[3]]
-    [pcts[i1], pcts[i1]+pcts[i2]]
+    y_domain = [pcts[2], pcts[2] + pcts[4]]
+    return x_domain, y_domain
 end
 
 
-function plotly_axis(plt::Plot, axis::Axis, sp::Subplot)
+function plotly_axis(axis, sp, anchor = nothing, domain = nothing)
     letter = axis[:letter]
     framestyle = sp[:framestyle]
     ax = KW(
@@ -137,16 +147,11 @@ function plotly_axis(plt::Plot, axis::Axis, sp::Subplot)
         :mirror     => framestyle == :box,
         :showticklabels => axis[:showaxis],
     )
-
+    if anchor !== nothing
-    if letter in (:x,:y)
+        ax[:anchor] = anchor
-        ax[:domain] = plotly_domain(sp, letter)
+    end
-        if RecipesPipeline.is3d(sp)
+    if domain !== nothing
-            # don't link 3d axes for synchronized interactivity
+        ax[:domain] = domain
-            x_idx = y_idx = sp[:subplot_index]
-        else
-            x_idx, y_idx = plotly_link_indicies(plt, sp)
-        end
-        ax[:anchor] = "$(letter==:x ? "y$(y_idx)" : "x$(x_idx)")"
     end
 
     ax[:tickangle] = -axis[:rotation]
@@ -241,31 +246,38 @@ function plotly_layout(plt::Plot)
         # set to supported framestyle
         sp[:framestyle] = _plotly_framestyle(sp[:framestyle])
 
-        # if any(RecipesPipeline.is3d, seriesargs)
+        if ispolar(sp)
-        if RecipesPipeline.is3d(sp)
-            azim = sp[:camera][1] - 90 #convert azimuthal to match GR behaviour
-            theta = 90 - sp[:camera][2] #spherical coordinate angle from z axis
-            plotattributes_out[:scene] = KW(
-                Symbol("xaxis$(spidx)") => plotly_axis(plt, sp[:xaxis], sp),
-                Symbol("yaxis$(spidx)") => plotly_axis(plt, sp[:yaxis], sp),
-                Symbol("zaxis$(spidx)") => plotly_axis(plt, sp[:zaxis], sp),
-
-                #2.6 multiplier set camera eye such that whole plot can be seen
-                :camera => KW(
-                    :eye => KW(
-                        :x => cosd(azim)*sind(theta)*2.6,
-                        :y => sind(azim)*sind(theta)*2.6,
-                        :z => cosd(theta)*2.6,
-                    ),
-                ),
-            )
-        elseif ispolar(sp)
             plotattributes_out[Symbol("angularaxis$(spidx)")] = plotly_polaraxis(sp, sp[:xaxis])
             plotattributes_out[Symbol("radialaxis$(spidx)")] = plotly_polaraxis(sp, sp[:yaxis])
         else
-            plotattributes_out[Symbol("xaxis$(x_idx)")] = plotly_axis(plt, sp[:xaxis], sp)
+            x_domain, y_domain = plotly_domain(sp)
-            # don't allow yaxis to be reupdated/reanchored in a linked subplot
+            if RecipesPipeline.is3d(sp)
-            spidx == y_idx ? plotattributes_out[Symbol("yaxis$(y_idx)")] = plotly_axis(plt, sp[:yaxis], sp) : nothing
+                azim = sp[:camera][1] - 90 #convert azimuthal to match GR behaviour
+                theta = 90 - sp[:camera][2] #spherical coordinate angle from z axis
+                plotattributes_out[Symbol(:scene, spidx)] = KW(
+                    :domain => KW(:x => x_domain, :y => y_domain),
+                    Symbol("xaxis$(spidx)") => plotly_axis(sp[:xaxis], sp),
+                    Symbol("yaxis$(spidx)") => plotly_axis(sp[:yaxis], sp),
+                    Symbol("zaxis$(spidx)") => plotly_axis(sp[:zaxis], sp),
+
+                    #2.6 multiplier set camera eye such that whole plot can be seen
+                    :camera => KW(
+                        :eye => KW(
+                            :x => cosd(azim)*sind(theta)*2.6,
+                            :y => sind(azim)*sind(theta)*2.6,
+                            :z => cosd(theta)*2.6,
+                        ),
+                    ),
+                )
+            else
+                plotattributes_out[Symbol("xaxis$(x_idx)")] =
+                    plotly_axis(sp[:xaxis], sp, string("y", y_idx) , x_domain)
+                # don't allow yaxis to be reupdated/reanchored in a linked subplot
+                if spidx == y_idx
+                    plotattributes_out[Symbol("yaxis$(y_idx)")] =
+                        plotly_axis(sp[:yaxis], sp, string("x", x_idx), y_domain)
+                end
+            end
         end
 
         # legend
@@ -327,7 +339,11 @@ function plotly_add_legend!(plotattributes_out::KW, sp::Subplot)
             :font     => plotly_font(legendfont(sp)),
             :tracegroupgap => 0,
             :x => legend_position.coords[1],
-            :y => legend_position.coords[2]
+            :y => legend_position.coords[2],
+            :title => KW(
+                :text => sp[:legendtitle] === nothing ? "" : string(sp[:legendtitle]),
+                :font => plotly_font(legendtitlefont(sp)),
+            ),
         )
     end
 end
@@ -335,18 +351,32 @@ end
 function plotly_legend_pos(pos::Symbol)
     xleft = 0.07
     ybot = 0.07
-    ycenter = 0.52
+    ytop = 1.0
     xcenter = 0.55
+    ycenter = 0.52
+    center = 0.5
+    youtertop = 1.1
+    youterbot = -0.15
+    xouterright = 1.05
+    xouterleft = -0.15
     plotly_legend_position_mapping = (
         right       = (coords = [1.0, ycenter], xanchor = "right", yanchor = "middle"),
         left        = (coords = [xleft, ycenter], xanchor = "left",  yanchor = "middle"),
-        top         = (coords = [xcenter, 1.0], xanchor = "center",  yanchor = "top"),
+        top         = (coords = [xcenter, ytop], xanchor = "center",  yanchor = "top"),
         bottom      = (coords = [xcenter, ybot], xanchor = "center",  yanchor = "bottom"),
         bottomleft  = (coords = [xleft, ybot], xanchor = "left",  yanchor = "bottom"),
         bottomright = (coords = [1.0, ybot], xanchor = "right", yanchor = "bottom"),
         topright    = (coords = [1.0, 1.0], xanchor = "right", yanchor = "top"),
         topleft     = (coords = [xleft, 1.0], xanchor = "left",  yanchor = "top"),
-        default     = (coords = [1.02, 1.0], xanchor = "auto",  yanchor = "auto")
+        outertop =(coords = [center, youtertop ], xanchor = "upper",  yanchor = "middle"),
+        outerbottom =(coords = [center, youterbot], xanchor = "lower",  yanchor = "middle"),
+        outerleft =(coords = [xouterleft, center], xanchor = "left",  yanchor = "top"),
+        outerright =(coords = [xouterright, center], xanchor = "right",  yanchor = "top"),
+        outertopleft =(coords = [xouterleft, ytop], xanchor = "upper",  yanchor = "left"),
+        outertopright = (coords = [xouterright, ytop], xanchor = "upper",  yanchor = "right"),
+        outerbottomleft =(coords = [xouterleft, ybot], xanchor = "lower",  yanchor = "left"),
+        outerbottomright =(coords = [xouterright, ybot], xanchor = "lower",  yanchor = "right"),
+        default = (coords = [1.0, 1.0], xanchor = "auto",  yanchor = "auto")
     )
 
     legend_position = get(plotly_legend_position_mapping, pos, plotly_legend_position_mapping.default)
@@ -432,8 +462,8 @@ function plotly_data(series::Series, letter::Symbol, data)
        data
     end
 
-    if series[:seriestype] in (:heatmap, :contour, :surface, :wireframe)
+    if series[:seriestype] in (:heatmap, :contour, :surface, :wireframe, :mesh3d)
-        plotly_surface_data(series, data)
+        handle_surface(data)
     else
         plotly_data(data)
     end
@@ -443,10 +473,6 @@ plotly_data(v::AbstractArray) = v
 plotly_data(surf::Surface) = surf.surf
 plotly_data(v::AbstractArray{R}) where {R<:Rational} = float(v)
 
-plotly_surface_data(series::Series, a::AbstractVector) = a
-plotly_surface_data(series::Series, a::AbstractMatrix) = transpose_z(series, a, false)
-plotly_surface_data(series::Series, a::Surface) = plotly_surface_data(series, a.surf)
-
 function plotly_native_data(axis::Axis, data::AbstractArray)
     if !isempty(axis[:discrete_values])
         construct_categorical_data(data, axis)
@@ -487,9 +513,17 @@ function plotly_series(plt::Plot, series::Series)
     plotattributes_out = KW()
 
     # these are the axes that the series should be mapped to
-    x_idx, y_idx = plotly_link_indicies(plt, sp)
+    if RecipesPipeline.is3d(sp)
-    plotattributes_out[:xaxis] = "x$(x_idx)"
+        spidx = length(plt.subplots) > 1 ? sp[:subplot_index] : ""
-    plotattributes_out[:yaxis] = "y$(y_idx)"
+        plotattributes_out[:xaxis] = "x$spidx"
+        plotattributes_out[:yaxis] = "y$spidx"
+        plotattributes_out[:zaxis] = "z$spidx"
+        plotattributes_out[:scene] = "scene$spidx"
+    else
+        x_idx, y_idx = length(plt.subplots) > 1 ? plotly_link_indicies(plt, sp) : ("", "")
+        plotattributes_out[:xaxis] = "x$(x_idx)"
+        plotattributes_out[:yaxis] = "y$(y_idx)"
+    end
     plotattributes_out[:showlegend] = should_add_to_legend(series)
 
     if st == :straightline
@@ -539,7 +573,7 @@ function plotly_series(plt::Plot, series::Series)
         plotattributes_out[:showscale] = hascolorbar(sp) && hascolorbar(series)
 
     elseif st in (:surface, :wireframe)
-        plotattributes_out[:type] = "surface"
+	  plotattributes_out[:type] = "surface"
         plotattributes_out[:x], plotattributes_out[:y], plotattributes_out[:z] = x, y, z
         if st == :wireframe
             plotattributes_out[:hidesurface] = true
@@ -554,11 +588,34 @@ function plotly_series(plt::Plot, series::Series)
             plotattributes_out[:colorscale] = plotly_colorscale(series[:fillcolor], series[:fillalpha])
             plotattributes_out[:opacity] = series[:fillalpha]
             if series[:fill_z] !== nothing
-                plotattributes_out[:surfacecolor] = plotly_surface_data(series, series[:fill_z])
+                plotattributes_out[:surfacecolor] = handle_surface(series[:fill_z])
             end
             plotattributes_out[:showscale] = hascolorbar(sp)
         end
-
+    elseif st == :mesh3d
+	plotattributes_out[:type] = "mesh3d"
+        plotattributes_out[:x], plotattributes_out[:y], plotattributes_out[:z] = x, y, z
+       
+	if series[:connections] !== nothing
+		if typeof(series[:connections]) <: Tuple{Array,Array,Array} 
+			i,j,k = series[:connections]
+			if !(length(i) == length(j) == length(k))
+				throw(ArgumentError("Argument connections must consist of equally sized arrays."))
+			end
+			plotattributes_out[:i] = i
+			plotattributes_out[:j] = j
+			plotattributes_out[:k] = k
+		else
+			throw(ArgumentError("Argument connections has to be a tuple of three arrays."))
+		end
+	end
+	plotattributes_out[:colorscale] = plotly_colorscale(series[:fillcolor], series[:fillalpha])
+	plotattributes_out[:color] = rgba_string(plot_color(series[:fillcolor], series[:fillalpha]))
+        plotattributes_out[:opacity] = series[:fillalpha]
+        if series[:fill_z] !== nothing
+            plotattributes_out[:surfacecolor] = handle_surface(series[:fill_z])
+        end
+        plotattributes_out[:showscale] = hascolorbar(sp)
     else
         @warn("Plotly: seriestype $st isn't supported.")
         return KW()
@@ -648,9 +705,11 @@ function plotly_series_segments(series::Series, plotattributes_base::KW, x, y, z
     hasfillrange = st in (:path, :scatter, :scattergl, :straightline) &&
         (isa(series[:fillrange], AbstractVector) || isa(series[:fillrange], Tuple))
 
-    segments = iter_segments(series)
+    segments = iter_segments(series, st)
     plotattributes_outs = fill(KW(), (hasfillrange ? 2 : 1 ) * length(segments))
 
+    needs_scatter_fix = !isscatter && hasmarker && !any(isnan,y) && length(segments) > 1
+
     for (i,rng) in enumerate(segments)
         plotattributes_out = deepcopy(plotattributes_base)
         plotattributes_out[:showlegend] = i==1 ? should_add_to_legend(series) : false
@@ -687,13 +746,15 @@ function plotly_series_segments(series::Series, plotattributes_base::KW, x, y, z
 
         # add "marker"
         if hasmarker
+            mcolor = rgba_string(plot_color(get_markercolor(series, clims, i), get_markeralpha(series, i)))
+            lcolor = rgba_string(plot_color(get_markerstrokecolor(series, i), get_markerstrokealpha(series, i)))
             plotattributes_out[:marker] = KW(
                 :symbol => get_plotly_marker(_cycle(series[:markershape], i), string(_cycle(series[:markershape], i))),
-                # :opacity => series[:markeralpha],
+                # :opacity => needs_scatter_fix ? [1, 0] : 1,
                 :size => 2 * _cycle(series[:markersize], i),
-                :color => rgba_string(plot_color(get_markercolor(series, clims, i), get_markeralpha(series, i))),
+                :color => needs_scatter_fix ? [mcolor, "rgba(0, 0, 0, 0.000)"] : mcolor,
                 :line => KW(
-                    :color => rgba_string(plot_color(get_markerstrokecolor(series, i), get_markerstrokealpha(series, i))),
+                    :color => needs_scatter_fix ? [lcolor, "rgba(0, 0, 0, 0.000)"] : lcolor,
                     :width => _cycle(series[:markerstrokewidth], i),
                 ),
             )
@@ -738,8 +799,7 @@ function plotly_series_segments(series::Series, plotattributes_base::KW, x, y, z
             else
                 # if fillrange is a tuple with upper and lower limit, plotattributes_out_fillrange
                 # is the series that will do the filling
-                fillrng = Tuple(series[:fillrange][i][rng] for i in 1:2)
+                plotattributes_out_fillrange[:x], plotattributes_out_fillrange[:y] = concatenate_fillrange(x[rng], series[:fillrange])
-                plotattributes_out_fillrange[:x], plotattributes_out_fillrange[:y] = concatenate_fillrange(x[rng], fillrng)
                 plotattributes_out_fillrange[:line][:width] = 0
                 delete!(plotattributes_out, :fill)
                 delete!(plotattributes_out, :fillcolor)
@@ -775,8 +835,8 @@ function plotly_colorbar_hack(series::Series, plotattributes_base::KW, sym::Symb
     end
     # zrange = zmax == zmin ? 1 : zmax - zmin # if all marker_z values are the same, plot all markers same color (avoids division by zero in next line)
     plotattributes_out[:marker] = KW(
-        :size => 0,
+        :size => 1e-10,
-        :opacity => 0,
+        :opacity => 1e-10,
         :color => [0.5],
         :cmin => cmin,
         :cmax => cmax,
@@ -826,9 +886,8 @@ 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 : "https://cdn.plot.ly/plotly-latest.min.js"
+        use_local_dependencies[] ? ("file:///" * plotly_local_file_path[]) : "https://cdn.plot.ly/plotly-1.57.1.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"

src/backends/plotlybase.jl

@@ -1,14 +1,14 @@
 function plotlybase_syncplot(plt::Plot)
-    plt.o = ORCA.PlotlyBase.Plot()
+    plt.o = PlotlyBase.Plot()
-    traces = ORCA.PlotlyBase.GenericTrace[]
+    traces = PlotlyBase.GenericTrace[]
     for series_dict in plotly_series(plt)
         plotly_type = pop!(series_dict, :type)
-        push!(traces, ORCA.PlotlyBase.GenericTrace(plotly_type; series_dict...))
+        push!(traces, PlotlyBase.GenericTrace(plotly_type; series_dict...))
     end
-    ORCA.PlotlyBase.addtraces!(plt.o, traces...)
+    PlotlyBase.addtraces!(plt.o, traces...)
     layout = plotly_layout(plt)
     w, h = plt[:size]
-    ORCA.PlotlyBase.relayout!(plt.o, layout, width = w, height = h)
+    PlotlyBase.relayout!(plt.o, layout, width = w, height = h)
     return plt.o
 end
 
@@ -19,5 +19,5 @@ for (mime, fmt) in (
     "image/eps" => "eps",
 )
     @eval _show(io::IO, ::MIME{Symbol($mime)}, plt::Plot{PlotlyBackend}) =
-        ORCA.PlotlyBase.savefig(io, plotlybase_syncplot(plt), format = $fmt)
+        PlotlyBase.savefig(io, plotlybase_syncplot(plt), format = $fmt)
 end

src/backends/pyplot.jl

@@ -23,6 +23,8 @@ pynp."seterr"(invalid="ignore")
 pytransforms = PyPlot.pyimport("matplotlib.transforms")
 pycollections = PyPlot.pyimport("matplotlib.collections")
 pyart3d = PyPlot.art3D
+pyrcparams = PyPlot.PyDict(PyPlot.matplotlib."rcParams")
+
 
 # "support" matplotlib v1.5
 set_facecolor_sym = if PyPlot.version < v"2"
@@ -59,6 +61,9 @@ end
 # # anything else just gets a bluesred gradient
 # py_colormap(c, α=nothing) = py_colormap(default_gradient(), α)
 
+py_handle_surface(v) = v
+py_handle_surface(z::Surface) = z.surf
+
 py_color(s) = py_color(parse(Colorant, string(s)))
 py_color(c::Colorant) = (red(c), green(c), blue(c), alpha(c))
 py_color(cs::AVec) = map(py_color, cs)
@@ -175,15 +180,7 @@ function add_pyfixedformatter(cbar, vals::AVec)
 end
 
 function labelfunc(scale::Symbol, backend::PyPlotBackend)
-    if scale == :log10
+    PyPlot.LaTeXStrings.latexstring ∘ labelfunc_tex(scale)
-        x -> PyPlot.LaTeXStrings.latexstring("10^{$x}")
-    elseif scale == :log2
-        x -> PyPlot.LaTeXStrings.latexstring("2^{$x}")
-    elseif scale == :ln
-        x -> PyPlot.LaTeXStrings.latexstring("e^{$x}")
-    else
-        string
-    end
 end
 
 function py_mask_nans(z)
@@ -276,7 +273,6 @@ end
 function py_bbox_axis(ax, letter)
     ticks = py_bbox_ticks(ax, letter)
     labels = py_bbox_axislabel(ax, letter)
-    # letter == "x" && @show ticks labels ticks+labels
     ticks + labels
 end
 
@@ -351,7 +347,7 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
     fix_xy_lengths!(plt, series)
 
     # ax = getAxis(plt, series)
-    x, y, z = series[:x], series[:y], series[:z]
+    x, y, z = (py_handle_surface(series[letter]) for letter in (:x, :y, :z))
     if st == :straightline
         x, y = straightline_data(series)
     elseif st == :shape
@@ -406,7 +402,6 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
     # line plot
     if st in (:path, :path3d, :steppre, :steppost, :straightline)
         if maximum(series[:linewidth]) > 0
-            segments = iter_segments(series)
             # TODO: check LineCollection alternative for speed
             # if length(segments) > 1 && (any(typeof(series[attr]) <: AbstractVector for attr in (:fillcolor, :fillalpha)) || series[:fill_z] !== nothing) && !(typeof(series[:linestyle]) <: AbstractVector)
             #     # multicolored line segments
@@ -437,18 +432,19 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
             #     end
             #     push!(handles, handle)
             # else
-                for (i, rng) in enumerate(iter_segments(series))
+            for (i, rng) in enumerate(iter_segments(series, st))
-                    handle = ax."plot"((arg[rng] for arg in xyargs)...;
+                handle = ax."plot"((arg[rng] for arg in xyargs)...;
-                        label = i == 1 ? series[:label] : "",
+                                   label = i == 1 ? series[:label] : "",
-                        zorder = series[:series_plotindex],
+                                   zorder = series[:series_plotindex],
-                        color = py_color(single_color(get_linecolor(series, clims, i)), get_linealpha(series, i)),
+                                   color = py_color(single_color(get_linecolor(series, clims, i)), get_linealpha(series, i)),
-                        linewidth = py_thickness_scale(plt, get_linewidth(series, i)),
+                                   linewidth = py_thickness_scale(plt, get_linewidth(series, i)),
-                        linestyle = py_linestyle(st, get_linestyle(series, i)),
+                                   linestyle = py_linestyle(st, get_linestyle(series, i)),
-                        solid_capstyle = "round",
+                                   solid_capstyle = "butt",
-                        drawstyle = py_stepstyle(st)
+                                   dash_capstyle = "butt",
-                    )[1]
+                                   drawstyle = py_stepstyle(st)
-                    push!(handles, handle)
+                                   )[1]
-                end
+                push!(handles, handle)
+            end
             # end
 
             a = series[:arrow]
@@ -479,130 +475,32 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
     end
 
     # add markers?
-    if series[:markershape] != :none && st in (:path, :scatter, :path3d,
+    if series[:markershape] != :none && st in (
-                                          :scatter3d, :steppre, :steppost,
+        :path, :scatter, :path3d, :scatter3d, :steppre, :steppost, :bar
-                                          :bar)
+    )
-        markercolor = if any(typeof(series[arg]) <: AVec for arg in (:markercolor, :markeralpha)) || series[:marker_z] !== nothing
+        for (i, rng) in enumerate(iter_segments(series, :scatter))
-            # py_color(plot_color.(get_markercolor.(series, clims, eachindex(x)), get_markeralpha.(series, eachindex(x))))
+            xyargs = if st == :bar && !isvertical(series)
-            [py_color(plot_color(get_markercolor(series, clims, i), get_markeralpha(series, i))) for i in eachindex(x)]
+                if RecipesPipeline.is3d(sp)
-        else
+                    y[rng], x[rng], z[rng]
-            py_color(plot_color(series[:markercolor], series[:markeralpha]))
+                else
-        end
+                    y[rng], x[rng]
-        extrakw[:c] = if markercolor isa Array
+                end        
-            permutedims(hcat([[m...] for m in markercolor]...),[2,1])
+            else
-        elseif markercolor isa Tuple
+                if RecipesPipeline.is3d(sp)
-            reshape([markercolor...], 1, length(markercolor))
+                    x[rng], y[rng], z[rng]
-        else
+                else 
-            error("This case is not handled.  Please file an issue.")
+                    x[rng], y[rng]
-        end
-        xyargs = if st == :bar && !isvertical(series)
-            (y, x)
-        else
-            xyargs
-        end
-
-        if isa(series[:markershape], AbstractVector{Shape})
-            # this section will create one scatter per data point to accommodate the
-            # vector of shapes
-            handle = []
-            x,y = xyargs
-            shapes = series[:markershape]
-            msc = py_color(get_markerstrokecolor(series), get_markerstrokealpha(series))
-            lw = py_thickness_scale(plt, series[:markerstrokewidth])
-            for i=eachindex(y)
-                if series[:marker_z] !== nothing
-                    extrakw[:c] = [py_color(get_markercolor(series, i), get_markercoloralpha(series, i))]
                 end
-
-                push!(handle, ax."scatter"(_cycle(x,i), _cycle(y,i);
-                    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,
-                    facecolors = py_color(get_markercolor(series, i), get_markercoloralpha(series, i)),
-                    edgecolors = msc,
-                    linewidths = lw,
-                    extrakw...
-                ))
-            end
-            push!(handles, handle)
-        elseif isa(series[:markershape], AbstractVector{Symbol})
-            handle = []
-            x,y = xyargs
-            shapes = series[:markershape]
-
-            prev_marker = py_marker(_cycle(shapes,1))
-
-            cur_x_list = []
-            cur_y_list = []
-
-            cur_color_list = []
-            cur_scale_list = []
-
-            delete!(extrakw, :c)
-
-            for i=eachindex(y)
-                cur_marker = py_marker(_cycle(shapes,i))
-
-                if ( cur_marker == prev_marker )
-                  push!(cur_x_list, _cycle(x,i))
-                  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)
-
-                  continue
-                end
-
-                push!(handle, ax."scatter"(cur_x_list, cur_y_list;
-                  label = series[:label],
-                  zorder = series[:series_plotindex] + 0.5,
-                  marker = prev_marker,
-                  s = cur_scale_list,
-                  edgecolors = py_color(get_markerstrokecolor(series), get_markerstrokealpha(series)),
-                  linewidths = py_thickness_scale(plt, series[:markerstrokewidth]),
-                  facecolors = cur_color_list,
-                  extrakw...
-                ))
-
-                cur_x_list = [_cycle(x,i)]
-                cur_y_list = [_cycle(y,i)]
-
-                cur_color_list = [_cycle(markercolor, i)]
-                cur_scale_list = [py_thickness_scale(plt, _cycle(series[:markersize],i)) .^ 2]
-
-                prev_marker = cur_marker
-            end
-
-            if !isempty(cur_color_list)
-              push!(handle, ax."scatter"(cur_x_list, cur_y_list;
-                label = series[:label],
-                zorder = series[:series_plotindex] + 0.5,
-                marker = prev_marker,
-                s = cur_scale_list,
-                edgecolors = py_color(get_markerstrokecolor(series), get_markerstrokealpha(series)),
-                linewidths = py_thickness_scale(plt, series[:markerstrokewidth]),
-                facecolors = cur_color_list,
-                extrakw...
-              ))
-            end
-
-            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]),
+                marker = py_marker(_cycle(series[:markershape], i)),
-                s = py_thickness_scale(plt, series[:markersize]) .^2,
+                s =  py_thickness_scale(plt, _cycle(series[:markersize], i)).^ 2,
-                edgecolors = py_color(get_markerstrokecolor(series), get_markerstrokealpha(series)),
+                facecolors = py_color(get_markercolor(series, i), get_markeralpha(series, i)),
-                linewidths = py_thickness_scale(plt, series[:markerstrokewidth]),
+                edgecolors = py_color(get_markerstrokecolor(series, i), get_markerstrokealpha(series, i)),
+                linewidths = py_thickness_scale(plt, get_markerstrokewidth(series, i)),
                 extrakw...
             )
             push!(handles, handle)
@@ -625,16 +523,11 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
     end
 
     if st in (:contour, :contour3d)
-        z = transpose_z(series, z.surf)
-	if typeof(x)<:Plots.Surface
-            x = Plots.transpose_z(series, x.surf)
-        end
-        if typeof(y)<:Plots.Surface
-            y = Plots.transpose_z(series, y.surf)
-        end
-
         if st == :contour3d
             extrakw[:extend3d] = true
+            if !ismatrix(x) || !ismatrix(y)
+                x, y = repeat(x', length(y), 1), repeat(y, 1, length(x))
+            end
         end
 
         if typeof(series[:linecolor]) <: AbstractArray
@@ -669,17 +562,17 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
     end
 
     if st in (:surface, :wireframe)
-        if typeof(z) <: AbstractMatrix || typeof(z) <: Surface
+        if z isa AbstractMatrix
-            x, y, z = map(Array, (x,y,z))
             if !ismatrix(x) || !ismatrix(y)
-                x = repeat(x', length(y), 1)
+                x, y = repeat(x', length(y), 1), repeat(y, 1, length(x))
-                y = repeat(y, 1, length(series[:x]))
             end
-            z = transpose_z(series, z)
             if st == :surface
                 if series[:fill_z] !== nothing
                     # the surface colors are different than z-value
-                    extrakw[:facecolors] = py_shading(series[:fillcolor], transpose_z(series, series[:fill_z].surf))
+                    extrakw[:facecolors] = py_shading(
+                        series[:fillcolor],
+                        py_handle_surface(series[:fill_z]),
+                    )
                     extrakw[:shade] = false
                 else
                     extrakw[:cmap] = py_fillcolormap(series)
@@ -727,22 +620,24 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
     end
 
     if st == :image
-        # @show typeof(z)
+        xmin, xmax = ignorenan_extrema(series[:x])
-        xmin, xmax = ignorenan_extrema(series[:x]); ymin, ymax = ignorenan_extrema(series[:y])
+        ymin, ymax = ignorenan_extrema(series[:y])
-        img = Array(transpose_z(series, z.surf))
+        dx = (xmax - xmin) / (length(series[:x]) - 1) / 2
-        z = if eltype(img) <: Colors.AbstractGray
+        dy = (ymax - ymin) / (length(series[:y]) - 1) / 2
-            float(img)
+        z = if eltype(z) <: Colors.AbstractGray
-        elseif eltype(img) <: Colorant
+            float(z)
-            map(c -> Float64[red(c),green(c),blue(c),alpha(c)], img)
+        elseif eltype(z) <: Colorant
+            map(c -> Float64[red(c),green(c),blue(c),alpha(c)], z)
         else
             z  # hopefully it's in a data format that will "just work" with imshow
         end
-        handle = ax."imshow"(z;
+        handle = ax."imshow"(
+            z;
             zorder = series[:series_plotindex],
             cmap = py_colormap(cgrad(plot_color([:black, :white]))),
             vmin = 0.0,
             vmax = 1.0,
-            extent = (xmin-0.5, xmax+0.5, ymax+0.5, ymin-0.5)
+            extent = (xmin - dx, xmax + dx, ymax + dy, ymin - dy)
         )
         push!(handles, handle)
 
@@ -753,7 +648,7 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
     end
 
     if st == :heatmap
-        x, y, z = heatmap_edges(x, sp[:xaxis][:scale]), heatmap_edges(y, sp[:yaxis][:scale]), transpose_z(series, z.surf)
+        x, y = heatmap_edges(x, sp[:xaxis][:scale], y, sp[:yaxis][:scale], size(z))
 
         expand_extrema!(sp[:xaxis], x)
         expand_extrema!(sp[:yaxis], y)
@@ -839,7 +734,17 @@ function py_set_lims(ax, sp::Subplot, axis::Axis)
     getproperty(ax, Symbol("set_", letter, "lim"))(lfrom, lto)
 end
 
-function py_set_ticks(ax, ticks, letter)
+function py_surround_latextext(latexstring, env)
+    if !isempty(latexstring) && latexstring[1] == '$' && latexstring[end] == '$'
+        unenclosed = latexstring[2:end-1]
+    else
+        unenclosed = latexstring
+    end
+    PyPlot.LaTeXStrings.latexstring(env, "{", unenclosed, "}")
+end
+
+
+function py_set_ticks(ax, ticks, letter, env)
     ticks == :auto && return
     axis = getproperty(ax, Symbol(letter,"axis"))
     if ticks == :none || ticks === nothing || ticks == false
@@ -856,7 +761,14 @@ function py_set_ticks(ax, ticks, letter)
         axis."set_ticks"(ticks)
     elseif ttype == :ticks_and_labels
         axis."set_ticks"(ticks[1])
-        axis."set_ticklabels"(ticks[2])
+
+        if pyrcparams["text.usetex"]
+            tick_labels = ticks[2]
+        else
+            tick_labels = [py_surround_latextext(ticklabel, env) for ticklabel in ticks[2]]
+        end
+
+        axis."set_ticklabels"(tick_labels)
     else
         error("Invalid input for $(letter)ticks: $ticks")
     end
@@ -1007,7 +919,7 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
 
             fig = plt.o
 
-            if RecipesPipeline.is3d(sp)
+            if RecipesPipeline.is3d(sp) || ispolar(sp)
                 cbax = fig."add_axes"([0.9, 0.1, 0.03, 0.8])
                 cb = fig."colorbar"(handle; cax=cbax, kw...)
             else
@@ -1016,8 +928,34 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
                 # 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
+                colorbar_position = "right"
-                cb = fig."colorbar"(handle; cax=cbax, kw...)
+                colorbar_pad = "2.5%"
+                colorbar_orientation="vertical"
+
+                if sp[:colorbar] == :left
+                    colorbar_position = string(sp[:colorbar])
+                    colorbar_pad = "5%"
+                elseif sp[:colorbar] == :top
+                    colorbar_position = string(sp[:colorbar])
+                    colorbar_pad = "2.5%"
+                    colorbar_orientation="horizontal"
+                elseif sp[:colorbar] == :bottom
+                    colorbar_position = string(sp[:colorbar])
+                    colorbar_pad = "5%"
+                    colorbar_orientation="horizontal"
+                end
+
+                cbax = divider.append_axes(colorbar_position, size="5%", pad=colorbar_pad)  # Reasonable value works most of the usecases
+                cb = fig."colorbar"(handle; cax=cbax, orientation = colorbar_orientation, kw...)
+
+                if sp[:colorbar] == :left
+                    cbax.yaxis.set_ticks_position("left")
+                elseif sp[:colorbar] == :top
+                    cbax.xaxis.set_ticks_position("top")
+                elseif sp[:colorbar] == :bottom
+                    cbax.xaxis.set_ticks_position("bottom")
+                end
+
             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]))
@@ -1079,7 +1017,7 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
                 pyaxis."set_label_position"(axis[:guide_position])
             end
             py_set_scale(ax, sp, axis)
-            axis[:ticks] != :native ? py_set_lims(ax, sp, axis) : nothing
+            axis[:ticks] == :native ? nothing : py_set_lims(ax, sp, axis)
             if ispolar(sp) && letter == :y
                 ax."set_rlabel_position"(90)
             end
@@ -1088,10 +1026,41 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
             if sp[:framestyle] == :origin && length(ticks) > 1
                 ticks[2][ticks[1] .== 0] .= ""
             end
-            axis[:ticks] != :native ? py_set_ticks(ax, ticks, letter) : nothing
 
+            # Set ticks
+            fontProperties = PyPlot.PyCall.PyDict(
+                Dict(
+                    "family" => axis[:tickfontfamily],
+                    "size" => py_thickness_scale(plt, axis[:tickfontsize]),
+                    "rotation" => axis[:tickfontrotation],
+                )
+            )
+
+            positions = getproperty(ax, Symbol("get_",letter,"ticks"))()
+            pyaxis.set_major_locator(pyticker.FixedLocator(positions))
+            if RecipesPipeline.is3d(sp)
+                getproperty(ax, Symbol("set_",letter,"ticklabels"))(
+                    positions;
+                    (Symbol(k) => v for (k, v) in fontProperties)...
+                )
+            else
+                getproperty(ax, Symbol("set_",letter,"ticklabels"))(
+                    positions,
+                    fontdict=fontProperties,
+                )
+            end
+
+            # workaround to set mathtext.fontspec per Text element
+            env = "\\mathregular"  # matches the outer fonts https://matplotlib.org/tutorials/text/mathtext.html
+
+            axis[:ticks] == :native ? nothing : py_set_ticks(ax, ticks, letter, env)
+            # Tick marks
             intensity = 0.5  # This value corresponds to scaling of other grid elements
-            pyaxis."set_tick_params"(direction = axis[:tick_direction] == :out ? "out" : "in", width=py_thickness_scale(plt, intensity))
+            pyaxis."set_tick_params"(
+                direction = axis[:tick_direction] == :out ? "out" : "in",
+                width=py_thickness_scale(plt, intensity),
+                length= 5 * py_thickness_scale(plt, intensity)
+                                     )
 
             getproperty(ax, Symbol("set_", letter, "label"))(axis[:guide])
             if get(axis.plotattributes, :flip, false)
@@ -1110,11 +1079,7 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
                 pyaxis."label"."set_rotation"(axis[:guidefontrotation])
             end
 
-            for lab in getproperty(ax, Symbol("get_", letter, "ticklabels"))()
+
-                lab."set_fontsize"(py_thickness_scale(plt, axis[:tickfontsize]))
-                lab."set_family"(axis[:tickfontfamily])
-                lab."set_rotation"(axis[:rotation])
-            end
             if axis[:grid] && !(ticks in (:none, nothing, false))
                 fgcolor = py_color(axis[:foreground_color_grid])
                 pyaxis."grid"(true,
@@ -1237,7 +1202,7 @@ 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) + (sp[:colorbar_title] == "" ? 0px : 30px)
+        sp.attr[:cbar_width] = width(bb) + (sp[:colorbar_title] == "" ? 0px : 30px)
         rightpad = rightpad + sp.attr[:cbar_width]
     end
 
@@ -1334,14 +1299,17 @@ function py_add_legend(plt::Plot, sp::Subplot, ax)
                             edgecolor = py_color(single_color(get_linecolor(series, clims)), get_linealpha(series)),
                             facecolor = py_color(single_color(get_fillcolor(series, clims)), get_fillalpha(series)),
                             linewidth = py_thickness_scale(plt, clamp(get_linewidth(series), 0, 5)),
-                            linestyle = py_linestyle(series[:seriestype], get_linestyle(series))
+                            linestyle = py_linestyle(series[:seriestype], get_linestyle(series)),
+                            capstyle = "butt"
                         )
                     elseif series[:seriestype] in (:path, :straightline, :scatter, :steppre, :steppost)
                         hasline = get_linewidth(series) > 0
-                        PyPlot.plt."Line2D"((0,1),(0,0),
+                        PyPlot.plt."Line2D"((0, 1),(0,0),
                             color = py_color(single_color(get_linecolor(series, clims)), get_linealpha(series)),
                             linewidth = py_thickness_scale(plt, hasline * sp[:legendfontsize] / 8),
                             linestyle = py_linestyle(:path, get_linestyle(series)),
+                            solid_capstyle = "butt", solid_joinstyle = "miter",
+                            dash_capstyle = "butt", dash_joinstyle = "miter",
                             marker = py_marker(_cycle(series[:markershape], 1)),
                             markersize = py_thickness_scale(plt, 0.8 * sp[:legendfontsize]),
                             markeredgecolor = py_color(single_color(get_markerstrokecolor(series)), get_markerstrokealpha(series)),
@@ -1367,7 +1335,8 @@ function py_add_legend(plt::Plot, sp::Subplot, ax)
                 facecolor = py_color(sp[:background_color_legend]),
                 edgecolor = py_color(sp[:foreground_color_legend]),
                 framealpha = alpha(plot_color(sp[:background_color_legend])),
-                fancybox = false  # makes the legend box square
+                fancybox = false,  # makes the legend box square
+                borderpad=0.8      # to match GR legendbox
             )
             frame = leg."get_frame"()
             frame."set_linewidth"(py_thickness_scale(plt, 1))

src/backends/web.jl

@@ -45,7 +45,7 @@ function standalone_html_window(plt::AbstractPlot)
     old = use_local_dependencies[] # save state to restore afterwards
     # if we open a browser ourself, we can host local files, so
     # when we have a local plotly downloaded this is the way to go!
-    use_local_dependencies[] = isfile(plotly_local_file_path)
+    use_local_dependencies[] = plotly_local_file_path[] === nothing ? false : isfile(plotly_local_file_path[])
     filename = write_temp_html(plt)
     open_browser_window(filename)
     # restore for other backends

src/components.jl

@@ -1,7 +1,5 @@
-
+const P2 = GeometryBasics.Point2{Float64}
-
+const P3 = GeometryBasics.Point3{Float64}
-const P2 = GeometryTypes.Point2{Float64}
-const P3 = GeometryTypes.Point3{Float64}
 
 nanpush!(a::AbstractVector{P2}, b) = (push!(a, P2(NaN,NaN)); push!(a, b))
 nanappend!(a::AbstractVector{P2}, b) = (push!(a, P2(NaN,NaN)); append!(a, b))
@@ -77,7 +75,6 @@ function weave(x,y; ordering = Vector[x,y])
   ret
 end
 
-
 "create a star by weaving together points from an outer and inner circle.  `n` is the number of arms"
 function makestar(n; offset = -0.5, radius = 1.0)
     z1 = offset * π
@@ -93,7 +90,6 @@ function makeshape(n; offset = -0.5, radius = 1.0)
     Shape(partialcircle(z, z + 2π, n+1, radius))
 end
 
-
 function makecross(; offset = -0.5, radius = 1.0)
     z2 = offset * π
     z1 = z2 - π/8
@@ -103,7 +99,6 @@ function makecross(; offset = -0.5, radius = 1.0)
                 ordering=Vector[outercircle,innercircle,outercircle]))
 end
 
-
 from_polar(angle, dist) = P2(dist*cos(angle), dist*sin(angle))
 
 function makearrowhead(angle; h = 2.0, w = 0.4)
@@ -112,31 +107,6 @@ function makearrowhead(angle; h = 2.0, w = 0.4)
         from_polar(angle + 0.5π, w) - tip, (0,0)])
 end
 
-const _shape_keys = Symbol[
-  :circle,
-  :rect,
-  :star5,
-  :diamond,
-  :hexagon,
-  :cross,
-  :xcross,
-  :utriangle,
-  :dtriangle,
-  :rtriangle,
-  :ltriangle,
-  :pentagon,
-  :heptagon,
-  :octagon,
-  :star4,
-  :star6,
-  :star7,
-  :star8,
-  :vline,
-  :hline,
-  :+,
-  :x,
-]
-
 const _shapes = KW(
     :circle    => makeshape(20),
     :rect       => makeshape(4, offset=-0.25),
@@ -358,9 +328,15 @@ end
 Scales all **current** font sizes by `factor`. For example `scalefontsizes(1.1)` increases all current font sizes by 10%. To reset to initial sizes, use `scalefontsizes()`
 """
 function scalefontsizes(factor::Number)
-    for k in (:titlefontsize, :guidefontsize, :tickfontsize, :legendfontsize)
+    for k in (:titlefontsize, :legendfontsize, :legendtitlefontsize)
         scalefontsize(k, factor)
     end
+
+    for letter in (:x,:y,:z)
+        for k in (:guidefontsize, :tickfontsize)
+            scalefontsize(Symbol(letter, k), factor)
+        end
+    end
 end
 
 """
@@ -369,15 +345,27 @@ end
 Resets font sizes to initial default values.
 """
 function scalefontsizes()
-  for k in (:titlefontsize, :guidefontsize, :tickfontsize, :legendfontsize)
+    for k in (:titlefontsize, :legendfontsize, :legendtitlefontsize)
-      f = default(k)
+        f = default(k)
-      if k in keys(_initial_fontsizes)
+        if k in keys(_initial_fontsizes)
-        factor = f / _initial_fontsizes[k]
+            factor = f / _initial_fontsizes[k]
-        scalefontsize(k, 1.0/factor)
+            scalefontsize(k, 1.0/factor)
-      end
+        end
-  end
+    end
+
+    for letter in (:x,:y,:z)
+        for k in (:guidefontsize, :tickfontsize)
+            if k in keys(_initial_fontsizes)
+                f = default(Symbol(letter, k))
+                factor = f / _initial_fontsizes[k]
+                scalefontsize(Symbol(letter, k), 1.0/factor)
+            end
+        end
+    end
 end
 
+resetfontsizes() = scalefontsizes()
+
 "Wrap a string with font info"
 struct PlotText
   str::AbstractString
@@ -622,6 +610,9 @@ function process_annotation(sp::Subplot, positions::Union{AVec{Symbol},Symbol},
     anns
 end
 
+function process_any_label(lab, font=Font())
+    lab isa Tuple ? text(lab...) : text( lab, font )
+end
 # Give each annotation coordinates based on specified position
 function locate_annotation(sp::Subplot, pos::Symbol, lab::PlotText)
     position_multiplier = Dict{Symbol, Tuple{Float64,Float64}}(
@@ -638,6 +629,7 @@ function locate_annotation(sp::Subplot, pos::Symbol, lab::PlotText)
     (x, y, lab)
 end
 locate_annotation(sp::Subplot, x, y, label::PlotText) = (x, y, label)
+locate_annotation(sp::Subplot, x, y, z, label::PlotText) = (x, y, z, label)
 # -----------------------------------------------------------------------
 
 "type which represents z-values for colors and sizes (and anything else that might come up)"
@@ -737,7 +729,7 @@ end
 
 # -----------------------------------------------------------------------
 "create a BezierCurve for plotting"
-mutable struct BezierCurve{T <: GeometryTypes.Point}
+mutable struct BezierCurve{T <: GeometryBasics.Point}
     control_points::Vector{T}
 end
 

src/examples.jl

@@ -9,7 +9,7 @@ end
 
 # the _examples we'll run for each
 const _examples = PlotExample[
-    PlotExample(
+    PlotExample( # 1
         "Lines",
         "A simple line plot of the columns.",
         [:(
@@ -18,7 +18,7 @@ const _examples = PlotExample[
             end
         )],
     ),
-    PlotExample(
+    PlotExample( # 2
         "Functions, adding data, and animations",
         """
         Plot multiple functions.  You can also put the function first, or use the form `plot(f,
@@ -30,16 +30,16 @@ const _examples = PlotExample[
         """,
         [:(
             begin
-                p = plot([sin, cos], zeros(0), leg = false)
+                p = plot([sin, cos], zeros(0), leg = false, xlims = (0, 2π), ylims = (-1, 1))
                 anim = Animation()
-                for x in range(0, stop = 10π, length = 100)
+                for x in range(0, stop = 2π, length = 20)
                     push!(p, x, Float64[sin(x), cos(x)])
                     frame(anim)
                 end
             end
         )],
     ),
-    PlotExample(
+    PlotExample( # 3
         "Parametric plots",
         "Plot function pair (x(u), y(u)).",
         [
@@ -58,7 +58,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 4
         "Colors",
         """
         Access predefined palettes (or build your own with the `colorscheme` method).
@@ -89,7 +89,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 5
         "Global",
         """
         Change the guides/background/limits/ticks.  Convenience args `xaxis` and `yaxis` allow
@@ -121,13 +121,7 @@ const _examples = PlotExample[
         ],
     ),
 
-    # PlotExample("Two-axis",
+    PlotExample( # 6
-    #             "Use the `axis` arguments.",
-    #             [
-    #               :(plot(Vector[randn(100), randn(100)*100], axis = [:l :r], ylabel="LEFT", yrightlabel="RIGHT", xlabel="X", title="TITLE"))
-    #             ]),
-
-    PlotExample(
         "Images",
         "Plot an image.  y-axis is set to flipped",
         [
@@ -142,7 +136,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 7
         "Arguments",
         """
         Plot multiple series with different numbers of points.  Mix arguments that apply to all
@@ -166,7 +160,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 8
         "Build plot in pieces",
         "Start with a base plot...",
         [:(
@@ -175,7 +169,7 @@ const _examples = PlotExample[
             end
         )],
     ),
-    PlotExample(
+    PlotExample( # 9
         "",
         "and add to it later.",
         [:(
@@ -184,7 +178,7 @@ const _examples = PlotExample[
             end
         )],
     ),
-    PlotExample(
+    PlotExample( # 10
         "Histogram2D",
         "",
         [:(
@@ -193,7 +187,7 @@ const _examples = PlotExample[
             end
         )],
     ),
-    PlotExample(
+    PlotExample( # 11
         "Line types",
         "",
         [
@@ -214,7 +208,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 12
         "Line styles",
         "",
         [
@@ -237,7 +231,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 13
         "Marker types",
         "",
         [
@@ -264,7 +258,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 14
         "Bar",
         "`x` is the midpoint of the bar. (todo: allow passing of edges instead of midpoints)",
         [:(
@@ -273,7 +267,7 @@ const _examples = PlotExample[
             end
         )],
     ),
-    PlotExample(
+    PlotExample( # 15
         "Histogram",
         "",
         [
@@ -288,7 +282,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 16
         "Subplots",
         """
         Use the `layout` keyword, and optionally the convenient `@layout` macro to generate
@@ -310,7 +304,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 17
         "Adding to subplots",
         """
         Note here the automatic grid layout, as well as the order in which new series are added
@@ -329,14 +323,20 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample("", "", [:(
+    PlotExample( # 18
-        begin
+        "",
-            using Random
+        "",
-            Random.seed!(111)
+        [
-            plot!(Plots.fakedata(100, 10))
+            :(
-        end
+                begin
-    )]),
+                    using Random
-    PlotExample(
+                    Random.seed!(111)
+                    plot!(Plots.fakedata(100, 10))
+                end
+            )
+        ]
+    ),
+    PlotExample( # 19
         "Open/High/Low/Close",
         """
         Create an OHLC chart.  Pass in a list of (open,high,low,close) tuples as your `y`
@@ -365,7 +365,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 20
         "Annotations",
         """
         The `annotations` keyword is used for text annotations in data-coordinates.  Pass in a
@@ -408,7 +408,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 21
         "Custom Markers",
         """A `Plots.Shape` is a light wrapper around vertices of a polygon.  For supported
         backends, pass arbitrary polygons as the marker shapes.  Note: The center is (0,0) and
@@ -454,7 +454,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 22
         "Contours",
         """
         Any value for fill works here.  We first build a filled contour from a function, then an
@@ -474,7 +474,7 @@ const _examples = PlotExample[
             end
         )],
     ),
-    PlotExample(
+    PlotExample( # 23
         "Pie",
         "",
         [:(
@@ -485,7 +485,7 @@ const _examples = PlotExample[
             end
         )],
     ),
-    PlotExample(
+    PlotExample( # 24
         "3D",
         "",
         [
@@ -511,7 +511,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 25
         "DataFrames",
         "Plot using DataFrame column symbols.",
         [
@@ -534,7 +534,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 26
         "Groups and Subplots",
         "",
         [
@@ -552,7 +552,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 27
         "Polar Plots",
         "",
         [:(
@@ -563,7 +563,7 @@ const _examples = PlotExample[
             end
         )],
     ),
-    PlotExample(
+    PlotExample( # 28
         "Heatmap, categorical axes, and aspect_ratio",
         "",
         [:(
@@ -575,7 +575,7 @@ const _examples = PlotExample[
             end
         )],
     ),
-    PlotExample(
+    PlotExample( # 29
         "Layouts, margins, label rotation, title location",
         "",
         [
@@ -595,7 +595,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 30
         "Boxplot and Violin series recipes",
         "",
         [
@@ -620,7 +620,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 31
         "Animation with subplots",
         "The `layout` macro can be used to create an animation with subplots.",
         [
@@ -628,14 +628,15 @@ const _examples = PlotExample[
                 begin
                     l = @layout([[a; b] c])
                     p = plot(
-                        plot([sin, cos], 1, leg = false),
+                        plot([sin, cos], 1, ylims = (-1, 1), leg = false),
-                        scatter([atan, cos], 1, leg = false),
+                        scatter([atan, cos], 1, ylims = (-1, 1.5), leg = false),
-                        plot(log, 1, xlims = (1, 10π), ylims = (0, 5), leg = false),
+                        plot(log, 1, ylims = (0, 2), leg = false),
                         layout = l,
+                        xlims = (1, 2π),
                     )
 
                     anim = Animation()
-                    for x in range(1, stop = 10π, length = 100)
+                    for x in range(1, stop = 2π, length = 20)
                         plot(push!(
                             p,
                             x,
@@ -647,7 +648,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 32
         "Spy",
         """
         For a matrix `mat` with unique nonzeros `spy(mat)` returns a colorless plot. If `mat` has
@@ -681,7 +682,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 33
         "Magic grid argument",
         """
         The grid lines can be modified individually for each axis with the magic `grid` argument.
@@ -711,7 +712,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 34
         "Framestyle",
         """
         The style of the frame/axes of a (sub)plot can be changed with the `framestyle`
@@ -735,7 +736,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 35
         "Lines and markers with varying colors",
         """
         You can use the `line_z` and `marker_z` properties to associate a color with
@@ -761,7 +762,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 36
         "Portfolio Composition maps",
         """
         see: http://stackoverflow.com/a/37732384/5075246
@@ -787,7 +788,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 37
         "Ribbons",
         """
         Ribbons can be added to lines via the `ribbon` keyword;
@@ -810,7 +811,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 38
         "Histogram2D (complex values)",
         "",
         [
@@ -829,7 +830,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 39
         "Unconnected lines using `missing` or `NaN`",
         """
         Missing values and non-finite values, including `NaN`, are not plotted.
@@ -853,7 +854,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 40
         "Lens",
         "A lens lets you easily magnify a region of a plot. x and y coordinates refer to the to be magnified region and the via the `inset` keyword the subplot index and the bounding box (in relative coordinates) of the inset plot with the magnified plot can be specified. Additional attributes count for the inset plot.",
         [
@@ -875,7 +876,7 @@ const _examples = PlotExample[
             end,
         ],
     ),
-    PlotExample(
+    PlotExample( # 41
         "Array Types",
         "Plots supports different `Array` types that follow the `AbstractArray` interface, like `StaticArrays` and `OffsetArrays.`",
         [
@@ -885,11 +886,12 @@ const _examples = PlotExample[
                     sv = SVector{10}(rand(10))
                     ov = OffsetVector(rand(10), -2)
                     plot([sv, ov], label = ["StaticArray" "OffsetArray"])
+                    plot!(3ov, ribbon=ov, label="OffsetArray ribbon")
                 end
             end,
         ],
     ),
-    PlotExample(
+    PlotExample( # 42
         "Setting defaults and font arguments",
         "",
         [
@@ -919,7 +921,7 @@ const _examples = PlotExample[
             end,
         ],
     ),
-    PlotExample(
+    PlotExample( # 43
         "Heatmap with DateTime axis",
         "",
         [
@@ -934,7 +936,7 @@ const _examples = PlotExample[
             end,
         ],
     ),
-    PlotExample(
+    PlotExample( # 44
         "Linked axes",
         "",
         [
@@ -946,7 +948,7 @@ const _examples = PlotExample[
             end,
         ],
     ),
-    PlotExample(
+    PlotExample( # 45
         "Error bars and array type recipes",
         "",
         [
@@ -973,8 +975,8 @@ const _examples = PlotExample[
                     surf = Measurement.((1:10) .* (1:10)', rand(10,10))
 
                     plot(
-                        scatter(x, [x y], msw = 0),
+                        scatter(x, [x y]),
-                        scatter(x, y, z, msw = 0),
+                        scatter(x, y, z),
                         heatmap(x, y, surf),
                         wireframe(x, y, surf),
                         legend = :topleft
@@ -983,26 +985,141 @@ const _examples = PlotExample[
             end,
         ],
     ),
+    PlotExample( # 46
+        "Tuples and `Point`s as data",
+        "",
+        [quote
+            using GeometryBasics
+            using Distributions
+            d = MvNormal([1.0 0.75; 0.75 2.0])
+            plot([(1,2),(3,2),(2,1),(2,3)])
+            scatter!(Point2.(eachcol(rand(d,1000))), alpha=0.25)
+        end]
+    ),
+    PlotExample( # 47
+	"Mesh3d",
+	"""
+	Allows to plot arbitrary 3d meshes. If only x,y,z are given the mesh is generated automatically.
+	You can also specify the connections using the connections keyword.
+    The connections are specified using a tuple of vectors. Each vector contains the 0-based indices of one point of a triangle,
+	such that elements at the same position of these vectors form a triangle.
+	""",
+	[
+		:(
+		  begin
+			# specify the vertices
+			x=[0, 1, 2, 0]
+			y=[0, 0, 1, 2]
+			z=[0, 2, 0, 1]
+
+			# specify the triangles
+			# every column is one triangle,
+			# where the values denote the indices of the vertices of the triangle
+			i=[0, 0, 0, 1]
+			j=[1, 2, 3, 2]
+			k=[2, 3, 1, 3]
+
+			# the four triangles gives above give a tetrahedron
+			mesh3d(x,y,z;connections=(i,j,k))
+		  end
+		),
+	],
+    ),
+    PlotExample( # 48
+        "Vectors of markershapes and segments",
+        "",
+        [quote
+            yv = ones(9)
+            ys = [1; 1; NaN; ones(6)]
+            plot(
+                5 .- [yv 2ys 3yv 4ys],
+                seriestype = [:path :path :scatter :scatter],
+                markershape = [:utriangle, :rect],
+                markersize = 8,
+                color = [:red, :black],
+            )
+        end]
+    ),
+    PlotExample( # 49
+        "Polar heatmaps",
+        "",
+        [quote
+            z = (1:4) .+ (1:8)'
+            heatmap(z, projection = :polar)
+        end]
+    ),
+    PlotExample( # 50
+        "3D surface with axis guides",
+        "",
+        [quote
+        f(x,a) = 1/x + a*x^2
+        xs = collect(0.1:0.05:2.0);
+        as = collect(0.2:0.1:2.0);
+
+        x_grid = [x for x in xs for y in as];
+        a_grid = [y for x in xs for y in as];
+
+        plot(x_grid, a_grid, f.(x_grid,a_grid),
+            st = :surface,
+            xlabel = "longer xlabel",
+            ylabel = "longer ylabel",
+            zlabel = "longer zlabel",
+        )
+        end]
+    ),
+    PlotExample( # 51
+        "Images with custom axes",
+        "",
+        [quote
+            using Plots
+            using TestImages
+            img = testimage("lighthouse")
+
+            # plot the image reversing the first dimension and setting yflip = false
+            plot([-π, π], [-1, 1], reverse(img, dims=1), yflip=false, aspect_ratio=:none)
+            # plot other data
+            plot!(sin, -π, π, lw=3, color=:red)
+        end]
+    ),
+    PlotExample(
+        "3d quiver",
+        "",
+        [quote
+            using Plots
+
+            ϕs = range(-π, π, length=50)
+            θs = range(0, π, length=25)
+            θqs = range(1, π-1, length=25)
+
+            x = vec([sin(θ) * cos(ϕ) for (ϕ, θ) in Iterators.product(ϕs, θs)])
+            y = vec([sin(θ) * sin(ϕ) for (ϕ, θ) in Iterators.product(ϕs, θs)])
+            z = vec([cos(θ) for (ϕ, θ) in Iterators.product(ϕs, θs)])
+
+            u = 0.1 * vec([sin(θ) * cos(ϕ) for (ϕ, θ) in Iterators.product(ϕs, θqs)])
+            v = 0.1 * vec([sin(θ) * sin(ϕ) for (ϕ, θ) in Iterators.product(ϕs, θqs)])
+            w = 0.1 * vec([cos(θ) for (ϕ, θ) in Iterators.product(ϕs, θqs)])
+
+            quiver(x,y,z, quiver=(u,v,w))
+        end]
+    ),
 ]
 
 # Some constants for PlotDocs and PlotReferenceImages
 _animation_examples = [2, 31]
 _backend_skips = Dict(
-    :gr => [25, 30],
+    :gr => [25, 30, 47],
-    :pyplot => [2, 25, 30, 31],
+    :pyplot => [2, 25, 30, 31, 47, 49],
-    :plotlyjs => [2, 21, 24, 25, 30, 31],
+    :plotlyjs => [2, 21, 24, 25, 30, 31, 49, 51],
-    :plotly => [2, 21, 24, 25, 30, 31],
+    :plotly => [2, 21, 24, 25, 30, 31, 49, 51],
-    :pgfplots => [2, 5, 6, 10, 16, 20, 22, 23, 25, 28, 30, 31, 34, 37, 38, 39],
     :pgfplotsx => [
         2, # animation
         6, # images
-        10, # histogram2d
         16, # pgfplots thinks the upper panel is too small
-        25, # @df
         30, # @df
         31, # animation
         32, # spy
-        38, # histogram2d
+        49, # polar heatmap
+        51, # image with custom axes
     ],
 )
 

src/ijulia.jl

@@ -4,7 +4,7 @@ const use_local_plotlyjs = Ref(false)
 
 function _init_ijulia_plotting()
     # IJulia is more stable with local file
-    use_local_plotlyjs[] = isfile(plotly_local_file_path)
+    use_local_plotlyjs[] = plotly_local_file_path[] === nothing ? false : isfile(plotly_local_file_path[])
 
     ENV["MPLBACKEND"] = "Agg"
 end

src/init.jl

@@ -1,4 +1,7 @@
 using REPL
+using Scratch
+
+const plotly_local_file_path = Ref{Union{Nothing, String}}(nothing)
 
 
 function _plots_defaults()
@@ -13,9 +16,10 @@ end
 function __init__()
     user_defaults = _plots_defaults()
     if haskey(user_defaults, :theme)
-        theme(pop!(user_defaults, :theme))
+        theme(pop!(user_defaults, :theme); user_defaults...)
+    else
+        default(; user_defaults...)
     end
-    default(; user_defaults...)
 
     insert!(Base.Multimedia.displays, findlast(x -> x isa Base.TextDisplay || x isa REPL.REPLDisplay, Base.Multimedia.displays) + 1, PlotsDisplay())
 
@@ -41,8 +45,8 @@ function __init__()
         include(fn)
     end
 
-    @require ORCA = "47be7bcc-f1a6-5447-8b36-7eeeff7534fd" begin
+    @require PlotlyBase = "a03496cd-edff-5a9b-9e67-9cda94a718b5" begin
-        fn = joinpath(@__DIR__, "backends", "orca.jl")
+        fn = joinpath(@__DIR__, "backends", "plotlybase.jl")
         include(fn)
     end
 
@@ -74,16 +78,17 @@ function __init__()
         end
     end
 
-    if haskey(ENV, "PLOTS_HOST_DEPENDENCY_LOCAL")
+    if get(ENV, "PLOTS_HOST_DEPENDENCY_LOCAL", "false") == "true"
-        use_local_plotlyjs[] = ENV["PLOTS_HOST_DEPENDENCY_LOCAL"] == "true"
+        global plotly_local_file_path[] = joinpath(@get_scratch!("plotly"), "plotly-1.54.2.min.js")
-        use_local_dependencies[] = isfile(plotly_local_file_path) && use_local_plotlyjs[]
+        if !isfile(plotly_local_file_path[])
-        if use_local_plotlyjs[] && !isfile(plotly_local_file_path)
+            download("https://cdn.plot.ly/plotly-1.57.1.min.js", plotly_local_file_path[])
-            @warn("PLOTS_HOST_DEPENDENCY_LOCAL is set to true, but no local plotly file found. run Pkg.build(\"Plots\") and make sure PLOTS_HOST_DEPENDENCY_LOCAL is set to true")
         end
-    else
+
-        use_local_dependencies[] = use_local_plotlyjs[]
+        use_local_plotlyjs[] = true
     end
 
+    use_local_dependencies[] = use_local_plotlyjs[]
+
 
     @require FileIO = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549" begin
         _show(io::IO, mime::MIME"image/png", plt::Plot{<:PDFBackends}) = _show_pdfbackends(io, mime, plt)

src/layouts.jl

@@ -4,34 +4,6 @@
 to_pixels(m::AbsoluteLength) = m.value / 0.254
 
 const _cbar_width = 5mm
-
-#Base.broadcast(::typeof(Base.:.*), m::Measure, n::Number) = m * n
-#Base.broadcast(::typeof(Base.:.*), m::Number, n::Measure) = m * n
-Base.:-(m::Measure, a::AbstractArray) = map(ai -> m - ai, a)
-Base.:-(a::AbstractArray, m::Measure) = map(ai -> ai - m, a)
-Base.zero(::Type{typeof(mm)}) = 0mm
-Base.one(::Type{typeof(mm)}) = 1mm
-Base.typemin(::typeof(mm)) = -Inf*mm
-Base.typemax(::typeof(mm)) = Inf*mm
-Base.convert(::Type{F}, l::AbsoluteLength) where {F<:AbstractFloat} = convert(F, l.value)
-
-# TODO: these are unintuitive and may cause tricky bugs
-# Base.:+(m1::AbsoluteLength, m2::Length{:pct}) = AbsoluteLength(m1.value * (1 + m2.value))
-# Base.:+(m1::Length{:pct}, m2::AbsoluteLength) = AbsoluteLength(m2.value * (1 + m1.value))
-# Base.:-(m1::AbsoluteLength, m2::Length{:pct}) = AbsoluteLength(m1.value * (1 - m2.value))
-# Base.:-(m1::Length{:pct}, m2::AbsoluteLength) = AbsoluteLength(m2.value * (m1.value - 1))
-
-Base.:*(m1::AbsoluteLength, m2::Length{:pct}) = AbsoluteLength(m1.value * m2.value)
-Base.:*(m1::Length{:pct}, m2::AbsoluteLength) = AbsoluteLength(m2.value * m1.value)
-Base.:/(m1::AbsoluteLength, m2::Length{:pct}) = AbsoluteLength(m1.value / m2.value)
-Base.:/(m1::Length{:pct}, m2::AbsoluteLength) = AbsoluteLength(m2.value / m1.value)
-
-
-Base.zero(::Type{typeof(pct)}) = 0pct
-Base.one(::Type{typeof(pct)}) = 1pct
-Base.typemin(::typeof(pct)) = 0pct
-Base.typemax(::typeof(pct)) = 1pct
-
 const defaultbox = BoundingBox(0mm, 0mm, 0mm, 0mm)
 
 left(bbox::BoundingBox) = bbox.x0[1]
@@ -258,7 +230,7 @@ end
     grid(args...; kw...)
 
 Create a grid layout for subplots. `args` specify the dimensions, e.g.
-`grid(3,2, widths = (0.6,04))` creates a grid with three rows and two
+`grid(3,2, widths = (0.6,0.4))` creates a grid with three rows and two
 columns of different width.
 """
 grid(args...; kw...) = GridLayout(args...; kw...)
@@ -345,10 +317,8 @@ end
 # recursively compute the bounding boxes for the layout and plotarea (relative to canvas!)
 function update_child_bboxes!(layout::GridLayout, minimum_perimeter = [0mm,0mm,0mm,0mm])
     nr, nc = size(layout)
-
     # # create a matrix for each minimum padding direction
     # _update_min_padding!(layout)
-
     minpad_left   = map(leftpad,   layout.grid)
     minpad_top    = map(toppad,    layout.grid)
     minpad_right  = map(rightpad,  layout.grid)
@@ -407,10 +377,10 @@ function update_child_bboxes!(layout::GridLayout, minimum_perimeter = [0mm,0mm,0
         # this is the minimum perimeter as decided by this child's parent, so that
         # all children on this border have the same value
         min_child_perimeter = [
-            c == 1  ? layout.minpad[1] : 0mm,
+            c == 1  ? layout.minpad[1] : pad_left[c],
-            r == 1  ? layout.minpad[2] : 0mm,
+            r == 1  ? layout.minpad[2] : pad_top[r],
-            c == nc ? layout.minpad[3] : 0mm,
+            c == nc ? layout.minpad[3] : pad_right[c],
-            r == nr ? layout.minpad[4] : 0mm
+            r == nr ? layout.minpad[4] : pad_bottom[r]
         ]
 
         # recursively update the child's children

src/output.jl

@@ -112,7 +112,7 @@ function savefig(plt::Plot, fn::AbstractString)
     fn = abspath(expanduser(fn))
 
     # get the extension
-    fn, ext = splitext(fn)
+    _, ext = splitext(fn)
     ext = chop(ext, head = 1, tail = 0)
     if isempty(ext)
         ext = defaultOutputFormat(plt)
@@ -194,9 +194,9 @@ function _display(plt::Plot)
     @warn("_display is not defined for this backend.")
 end
 
+Base.show(io::IO, m::MIME"text/plain", plt::Plot) = show(io, plt)
 # for writing to io streams... first prepare, then callback
 for mime in (
-    "text/plain",
     "text/html",
     "image/png",
     "image/eps",
@@ -221,9 +221,6 @@ end
 Base.show(io::IO, m::MIME"application/prs.juno.plotpane+html", plt::Plot) =
     showjuno(io, MIME("text/html"), plt)
 
-# default text/plain for all backends
-_show(io::IO, ::MIME{Symbol("text/plain")}, plt::Plot) = show(io, plt)
-
 "Close all open gui windows of the current backend"
 closeall() = closeall(backend())
 
@@ -249,25 +246,17 @@ closeall() = closeall(backend())
 # Atom PlotPane
 # ---------------------------------------------------------
 function showjuno(io::IO, m, plt)
-    sz = collect(plt[:size])
     dpi = plt[:dpi]
-    thickness_scaling = plt[:thickness_scaling]
 
-    jsize = get(io, :juno_plotsize, [400, 500])
     jratio = get(io, :juno_dpi_ratio, 1)
 
-    scale = minimum(jsize[i] / sz[i] for i in 1:2)
-    plt[:size] = [s * scale for s in sz]
     plt[:dpi] = jratio * Plots.DPI
-    plt[:thickness_scaling] *= scale
 
     prepare_output(plt)
     try
         _showjuno(io, m, plt)
     finally
-        plt[:size] = sz
         plt[:dpi] = dpi
-        plt[:thickness_scaling] = thickness_scaling
     end
 end
 

src/pipeline.jl

@@ -4,43 +4,20 @@
 
 function RecipesPipeline.warn_on_recipe_aliases!(
     plt::Plot,
-    plotattributes,
+    plotattributes::AKW,
     recipe_type,
-    args...,
+    signature_string
 )
     for k in keys(plotattributes)
         if !is_default_attribute(k)
             dk = get(_keyAliases, k, k)
             if k !== dk
-                @warn "Attribute alias `$k` detected in the $recipe_type recipe defined for the signature $(_signature_string(Val{recipe_type}, args...)). To ensure expected behavior it is recommended to use the default attribute `$dk`."
+                @warn "Attribute alias `$k` detected in the $recipe_type recipe defined for the signature $signature_string. To ensure expected behavior it is recommended to use the default attribute `$dk`."
             end
             plotattributes[dk] = RecipesPipeline.pop_kw!(plotattributes, k)
         end
     end
 end
-function RecipesPipeline.warn_on_recipe_aliases!(
-    plt::Plot,
-    v::AbstractVector,
-    recipe_type,
-    args...,
-)
-    foreach(x -> RecipesPipeline.warn_on_recipe_aliases!(plt, x, recipe_type, args...), v)
-end
-function RecipesPipeline.warn_on_recipe_aliases!(
-    plt::Plot,
-    rd::RecipeData,
-    recipe_type,
-    args...,
-)
-    RecipesPipeline.warn_on_recipe_aliases!(plt, rd.plotattributes, recipe_type, args...)
-end
-
-function _signature_string(::Type{Val{:user}}, args...)
-    return string("(::", join(string.(typeof.(args)), ", ::"), ")")
-end
-_signature_string(::Type{Val{:type}}, T) = "(::Type{$T}, ::$T)"
-_signature_string(::Type{Val{:plot}}, st) = "(::Type{Val{:$st}}, ::AbstractPlot)"
-_signature_string(::Type{Val{:series}}, st) = "(::Type{Val{:$st}}, x, y, z)"
 
 
 ## Grouping
@@ -49,12 +26,23 @@ RecipesPipeline.splittable_attribute(plt::Plot, key, val::SeriesAnnotations, len
     RecipesPipeline.splittable_attribute(plt, key, val.strs, len)
 
 function RecipesPipeline.split_attribute(plt::Plot, key, val::SeriesAnnotations, indices)
-    split_strs = _RecipesPipeline.split_attribute(key, val.strs, indices)
+    split_strs = RecipesPipeline.split_attribute(plt, key, val.strs, indices)
     return SeriesAnnotations(split_strs, val.font, val.baseshape, val.scalefactor)
 end
 
 
 ## Preprocessing attributes
+function RecipesPipeline.preprocess_axis_args!(plt::Plot, plotattributes, letter)
+    # Fix letter for seriestypes that are x only but data gets passed as y
+    if treats_y_as_x(get(plotattributes, :seriestype, :path))
+        if get(plotattributes, :orientation, :vertical) == :vertical
+            letter = :x
+        end
+    end
+
+    plotattributes[:letter] = letter
+    RecipesPipeline.preprocess_axis_args!(plt, plotattributes)
+end
 
 RecipesPipeline.preprocess_attributes!(plt::Plot, plotattributes) =
     RecipesPipeline.preprocess_attributes!(plotattributes) # in src/args.jl
@@ -328,7 +316,7 @@ end
 
 function _override_seriestype_check(plotattributes::AKW, st::Symbol)
     # do we want to override the series type?
-    if !RecipesPipeline.is3d(st) && !(st in (:contour, :contour3d))
+    if !RecipesPipeline.is3d(st) && !(st in (:contour, :contour3d, :quiver))
         z = plotattributes[:z]
         if !isa(z, Nothing) &&
            (size(plotattributes[:x]) == size(plotattributes[:y]) == size(z))

src/plot.jl

@@ -47,6 +47,7 @@ function, where `attr` is the symbol `:Series:`, `:Subplot:`, `:Plot` or `:Axis`
 as a String to look up its docstring; e.g. `plotattr("seriestype")`.
 """
 function plot(args...; kw...)
+    @nospecialize
     # this creates a new plot with args/kw and sets it to be the current plot
     plotattributes = KW(kw)
     RecipesPipeline.preprocess_attributes!(plotattributes)
@@ -60,6 +61,7 @@ end
 # build a new plot from existing plots
 # note: we split into plt1 and plts_tail so we can dispatch correctly
 function plot(plt1::Plot, plts_tail::Plot...; kw...)
+    @nospecialize
     plotattributes = KW(kw)
     RecipesPipeline.preprocess_attributes!(plotattributes)
 
@@ -140,7 +142,8 @@ end
 
 
 # this adds to the current plot, or creates a new plot if none are current
-function  plot!(args...; kw...)
+function plot!(args...; kw...)
+    @nospecialize
     local plt
     try
         plt = current()
@@ -152,6 +155,7 @@ end
 
 # this adds to a specific plot... most plot commands will flow through here
 function plot!(plt::Plot, args...; kw...)
+    @nospecialize
     plotattributes = KW(kw)
     RecipesPipeline.preprocess_attributes!(plotattributes)
     # merge!(plt.user_attr, plotattributes)
@@ -164,6 +168,7 @@ end
 # a list of series KW dicts.
 # note: at entry, we only have those preprocessed args which were passed in... no default values yet
 function _plot!(plt::Plot, plotattributes, args)
+    @nospecialize
     RecipesPipeline.recipe_pipeline!(plt, plotattributes, args)
     current(plt)
     _do_plot_show(plt, plt[:show])
@@ -205,10 +210,12 @@ end
 # plot to a Subplot
 
 function plot(sp::Subplot, args...; kw...)
+    @nospecialize
     plt = sp.plt
     plot(plt, args...; kw..., subplot = findfirst(isequal(sp), plt.subplots))
 end
 function plot!(sp::Subplot, args...; kw...)
+    @nospecialize
     plt = sp.plt
     plot!(plt, args...; kw..., subplot = findfirst(isequal(sp), plt.subplots))
-end
+end

src/precompile.jl

@@ -1,740 +0,0 @@
-function _precompile_()
-    ccall(:jl_generating_output, Cint, ()) == 1 || return nothing
-    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}}, 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("#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{(: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,), 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{(: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,), 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{(: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{(: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("#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("#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}})
-    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.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, 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.StepRange{Int64, 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}, 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, :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("#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,), 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("#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("#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("#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{(: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{(: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("#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_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_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._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})
-    precompile(Tuple{typeof(Plots._cbar_unique), Array{Int64, 1}, String})
-    precompile(Tuple{typeof(Plots._cbar_unique), Array{Nothing, 1}, String})
-    precompile(Tuple{typeof(Plots._cbar_unique), Array{PlotUtils.ContinuousColorGradient, 1}, String})
-    precompile(Tuple{typeof(Plots._cbar_unique), Array{Symbol, 1}, String})
-    precompile(Tuple{typeof(Plots._create_backend_figure), Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots._create_backend_figure), Plots.Plot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots._cycle), Array{Any, 1}, Int64})
-    precompile(Tuple{typeof(Plots._cycle), Array{Float64, 1}, Array{Int64, 1}})
-    precompile(Tuple{typeof(Plots._cycle), Array{Float64, 1}, Base.StepRange{Int64, Int64}})
-    precompile(Tuple{typeof(Plots._cycle), Array{Float64, 1}, Base.UnitRange{Int64}})
-    precompile(Tuple{typeof(Plots._cycle), Array{Float64, 1}, Int64})
-    precompile(Tuple{typeof(Plots._cycle), Array{Plots.Subplot{T} where T<:RecipesBase.AbstractBackend, 1}, Int64})
-    precompile(Tuple{typeof(Plots._cycle), Array{String, 1}, Int64})
-    precompile(Tuple{typeof(Plots._cycle), Base.OneTo{Int64}, Array{Int64, 1}})
-    precompile(Tuple{typeof(Plots._cycle), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Int64})
-    precompile(Tuple{typeof(Plots._cycle), Base.StepRange{Int64, Int64}, Array{Int64, 1}})
-    precompile(Tuple{typeof(Plots._cycle), ColorTypes.RGBA{Float64}, Int64})
-    precompile(Tuple{typeof(Plots._cycle), Float64, Int64})
-    precompile(Tuple{typeof(Plots._cycle), Int64, Base.StepRange{Int64, Int64}})
-    precompile(Tuple{typeof(Plots._cycle), Int64, Int64})
-    precompile(Tuple{typeof(Plots._cycle), Nothing, Array{Int64, 1}})
-    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._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.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.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_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._pick_default_backend)})
-    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}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Base.Complex{Float64}, 1}}})
-    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}}})
-    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}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Function, 1}, Int64}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Int64, 1}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Int64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Plots.OHLC{T} where T<:Real, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{String, 1}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{String, 1}, Array{String, 1}, Array{Float64, 2}}})
-    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, 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}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Base.UnitRange{Int64}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Plots.PortfolioComposition}})
-    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.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}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Base.Complex{Float64}, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Dates.DateTime, 1}, Base.UnitRange{Int64}, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Float64, 1}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Function, 1}, Float64, Float64}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Int64, 1}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Int64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Plots.OHLC{T} where T<:Real, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{String, 1}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{String, 1}, Array{String, 1}, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Tuple{Int64, Real}, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Union{Base.Missing, Int64}, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, 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.PlotlyBackend}, 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.PlotlyBackend}, 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.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Base.StepRange{Int64, Int64}, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Base.UnitRange{Int64}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Plots.PortfolioComposition}})
-    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.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.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._replace_linewidth), RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots._replace_markershape), Array{Symbol, 2}})
-    precompile(Tuple{typeof(Plots._replace_markershape), Plots.Shape})
-    precompile(Tuple{typeof(Plots._scale_adjusted_values), Type{Float64}, Array{Float64, 1}, Symbol})
-    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._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.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.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, 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}, 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_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.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}, 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.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}, 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.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.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.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.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_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})
-    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)})
-    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_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}}}})
-    precompile(Tuple{typeof(Plots.bottom), Measures.BoundingBox{Tuple{Measures.Length{:w, Float64}, Measures.Length{:h, Float64}}, Tuple{Measures.Length{:w, Float64}, Measures.Length{:h, Float64}}}})
-    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})
-    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.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_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_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), Symbol})
-    precompile(Tuple{typeof(Plots.create_grid_curly), Expr})
-    precompile(Tuple{typeof(Plots.create_grid_vcat), Expr})
-    precompile(Tuple{typeof(Plots.default), Symbol, Bool})
-    precompile(Tuple{typeof(Plots.default), Symbol, Int64})
-    precompile(Tuple{typeof(Plots.default), Symbol, String})
-    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.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.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{Int64, 1}})
-    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.StepRange{Int64, 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, Int64})
-    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.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.fg_color), RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots.font), Int64, Int})
-    precompile(Tuple{typeof(Plots.font), String, 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})
-    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.PlotlyBackend}, Symbol})
-    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}})
-    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_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, 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, Tuple{Float64, Float64}, Int64})
-    precompile(Tuple{typeof(Plots.get_linecolor), Plots.Series, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.get_linestyle), Plots.Series, Int64})
-    precompile(Tuple{typeof(Plots.get_linestyle), Plots.Series})
-    precompile(Tuple{typeof(Plots.get_linewidth), Plots.Series, Int64})
-    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_markerstrokealpha), Plots.Series, Int64})
-    precompile(Tuple{typeof(Plots.get_markerstrokecolor), 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{Int64, 1}, Array{String, 1}}})
-    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.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.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.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})
-    precompile(Tuple{typeof(Plots.gr_axis_height), Plots.Subplot{Plots.GRBackend}, Plots.Axis})
-    precompile(Tuple{typeof(Plots.gr_axis_width), Plots.Subplot{Plots.GRBackend}, Plots.Axis})
-    precompile(Tuple{typeof(Plots.gr_color), ColorTypes.RGBA{Float64}, Type{ColorTypes.RGB{Float64}}})
-    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.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, 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{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, 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}, 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, 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}, 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{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_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}})
-    precompile(Tuple{typeof(Plots.gr_set_bordercolor), ColorTypes.RGBA{Float64}})
-    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_gradient), PlotUtils.ContinuousColorGradient})
-    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})
-    precompile(Tuple{typeof(Plots.gr_set_linecolor), PlotUtils.ContinuousColorGradient})
-    precompile(Tuple{typeof(Plots.gr_set_markercolor), ColorTypes.RGBA{Float64}})
-    precompile(Tuple{typeof(Plots.gr_set_textcolor), ColorTypes.RGBA{Float64}})
-    precompile(Tuple{typeof(Plots.gr_set_transparency), ColorTypes.RGBA{Float64}, Float64})
-    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_polar)})
-    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_text), Float64, Float64, String})
-    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_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_w3tondc), Float64, Float64, Float64})
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-    precompile(Tuple{typeof(Plots.gui), Plots.Plot{Plots.PlotlyBackend}})
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-    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})
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-    precompile(Tuple{typeof(Plots.has_black_border_for_default), Symbol})
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-    precompile(Tuple{typeof(Plots.hasgrid), Symbol, Symbol})
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-    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})
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-    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})
-    precompile(Tuple{typeof(Plots.heatmap_edges), Base.UnitRange{Int64}, Symbol, Bool})
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-    precompile(Tuple{typeof(Plots.ignorenan_extrema), Base.StepRange{Int64, Int64}})
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-    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}})
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-    precompile(Tuple{typeof(Plots.inline), Plots.Plot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.intersection_point), Float64, Float64, Float64, Float64, Float64, Float64})
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-    precompile(Tuple{typeof(Plots.is_2tuple), Tuple{Int64, Float64}})
-    precompile(Tuple{typeof(Plots.is_2tuple), Tuple{Int64, Int64}})
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-    precompile(Tuple{typeof(Plots.isijulia)})
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-    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.iter_segments), Array{Float64, 1}, Array{Float64, 1}, Int})
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-    precompile(Tuple{typeof(Plots.iter_segments), Base.UnitRange{Int64}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.iter_segments), Plots.Series})
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-    precompile(Tuple{typeof(Plots.layout_args), Int64, Tuple{Int64, Int64}})
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-    precompile(Tuple{typeof(Plots.layout_args), Plots.GridLayout})
-    precompile(Tuple{typeof(Plots.layout_args), RecipesPipeline.DefaultsDict})
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-    precompile(Tuple{typeof(Plots.legendtitlefont), Plots.Subplot{Plots.GRBackend}})
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-    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.PlotlyBackend}, Plots.Axis, Base.UnitRange{Int64}})
-    precompile(Tuple{typeof(Plots.optimal_ticks_and_labels), Plots.Subplot{Plots.PlotlyBackend}, Plots.Axis, Nothing})
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-    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}}}})
-    precompile(Tuple{typeof(Plots.plotarea), Plots.Subplot{Plots.GRBackend}})
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-    precompile(Tuple{typeof(Plots.plotly_annotation_dict), Float64, Float64, Plots.PlotText})
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-    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.ContinuousColorGradient, Int64})
-    precompile(Tuple{typeof(Plots.plotly_colorscale), PlotUtils.ContinuousColorGradient, Nothing})
-    precompile(Tuple{typeof(Plots.plotly_data), Array{Float64, 1}})
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-    precompile(Tuple{typeof(Plots.plotly_data), Plots.Series, Symbol, Base.StepRange{Int64, Int64}})
-    precompile(Tuple{typeof(Plots.plotly_data), Plots.Series, Symbol, Base.UnitRange{Int64}})
-    precompile(Tuple{typeof(Plots.plotly_data), Plots.Series, Symbol, Nothing})
-    precompile(Tuple{typeof(Plots.plotly_data), Plots.Series, Symbol, RecipesPipeline.Surface{Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots.plotly_domain), Plots.Subplot{Plots.PlotlyBackend}, Symbol})
-    precompile(Tuple{typeof(Plots.plotly_font), Plots.Font, ColorTypes.RGBA{Float64}})
-    precompile(Tuple{typeof(Plots.plotly_font), Plots.Font})
-    precompile(Tuple{typeof(Plots.plotly_hover!), Base.Dict{Symbol, Any}, Array{Nothing, 1}})
-    precompile(Tuple{typeof(Plots.plotly_hover!), Base.Dict{Symbol, Any}, Nothing})
-    precompile(Tuple{typeof(Plots.plotly_html_body), Plots.Plot{Plots.PlotlyBackend}, Nothing})
-    precompile(Tuple{typeof(Plots.plotly_html_head), Plots.Plot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.plotly_layout), Plots.Plot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.plotly_legend_pos), Symbol})
-    precompile(Tuple{typeof(Plots.plotly_link_indicies), Plots.Plot{Plots.PlotlyBackend}, Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.plotly_native_data), Plots.Axis, Array{Float64, 1}})
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-    precompile(Tuple{typeof(Plots.plotly_native_data), Plots.Axis, Array{Int64, 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}})
-    precompile(Tuple{typeof(Plots.plotly_native_data), Plots.Axis, Base.UnitRange{Int64}})
-    precompile(Tuple{typeof(Plots.plotly_native_data), Plots.Axis, RecipesPipeline.Surface{Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots.plotly_polar!), Base.Dict{Symbol, Any}, Plots.Series})
-    precompile(Tuple{typeof(Plots.plotly_polaraxis), Plots.Subplot{Plots.PlotlyBackend}, Plots.Axis})
-    precompile(Tuple{typeof(Plots.plotly_series), Plots.Plot{Plots.PlotlyBackend}, Plots.Series})
-    precompile(Tuple{typeof(Plots.plotly_series), Plots.Plot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.plotly_series_segments), Plots.Series, Base.Dict{Symbol, Any}, Array{Float64, 1}, Array{Float64, 1}, Array{Float64, 1}, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.plotly_series_segments), Plots.Series, Base.Dict{Symbol, Any}, Array{Float64, 1}, Array{Float64, 1}, Nothing, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.plotly_series_segments), Plots.Series, Base.Dict{Symbol, Any}, Array{Int64, 1}, Array{Float64, 1}, Nothing, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.plotly_series_segments), Plots.Series, Base.Dict{Symbol, Any}, Array{Int64, 1}, Array{Int64, 1}, Nothing, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.plotly_series_segments), Plots.Series, Base.Dict{Symbol, Any}, Base.OneTo{Int64}, Array{Float64, 1}, Nothing, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.plotly_series_segments), Plots.Series, Base.Dict{Symbol, Any}, Base.OneTo{Int64}, Base.UnitRange{Int64}, Nothing, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.plotly_series_segments), Plots.Series, Base.Dict{Symbol, Any}, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 1}, Nothing, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.plotly_series_segments), Plots.Series, Base.Dict{Symbol, Any}, Base.StepRange{Int64, Int64}, Array{Float64, 1}, Nothing, Tuple{Float64, Float64}})
-    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, RecipesPipeline.Surface{Array{Float64, 2}}})
-    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.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.processFillArg), Base.Dict{Symbol, Any}, Bool})
-    precompile(Tuple{typeof(Plots.processFillArg), Base.Dict{Symbol, Any}, Int64})
-    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})
-    precompile(Tuple{typeof(Plots.processGridArg!), Base.Dict{Symbol, Any}, Bool, Symbol})
-    precompile(Tuple{typeof(Plots.processGridArg!), Base.Dict{Symbol, Any}, Float64, Symbol})
-    precompile(Tuple{typeof(Plots.processGridArg!), Base.Dict{Symbol, Any}, Int64, Symbol})
-    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}, 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.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}, 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}, 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})
-    precompile(Tuple{typeof(Plots.process_annotation), Plots.Subplot{Plots.GRBackend}, Int64, Float64, Plots.PlotText})
-    precompile(Tuple{typeof(Plots.process_annotation), Plots.Subplot{Plots.PlotlyBackend}, Int64, Float64, Plots.PlotText, Plots.Font})
-    precompile(Tuple{typeof(Plots.process_annotation), Plots.Subplot{Plots.PlotlyBackend}, Int64, Float64, Plots.PlotText})
-    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}, Tuple{Int64, Int64}, Symbol})
-    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}})
-    precompile(Tuple{typeof(Plots.replaceAliases!), RecipesPipeline.DefaultsDict, Base.Dict{Symbol, Symbol}})
-    precompile(Tuple{typeof(Plots.reset_axis_defaults_byletter!)})
-    precompile(Tuple{typeof(Plots.right), Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}})
-    precompile(Tuple{typeof(Plots.rightpad), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.rightpad), Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.rowsize), Expr})
-    precompile(Tuple{typeof(Plots.rowsize), Symbol})
-    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_idx), Array{Base.Dict{Symbol, Any}, 1}, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.shape_data), Plots.Series, Int64})
-    precompile(Tuple{typeof(Plots.should_add_to_legend), Plots.Series})
-    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}, 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})
-    precompile(Tuple{typeof(Plots.slice_arg), Array{Measures.Length{:mm, Float64}, 2}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Array{PlotUtils.ContinuousColorGradient, 2}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Array{String, 2}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Array{Symbol, 2}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Base.ReshapedArray{Int64, 2, Base.UnitRange{Int64}, Tuple{}}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Base.StepRange{Int64, Int64}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Base.UnitRange{Int64}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Bool, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), ColorTypes.RGBA{Float64}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Float64, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Int64, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Nothing, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), String, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Symbol, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Tuple{Float64, Float64}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Tuple{Int64, Float64}, Int64})
-    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), Tuple{Int64, Int64}, Tuple{Float64, Float64}, Array{Float64, 1}, Array{Float64, 1}, Int64})
-    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_styles), Plots.GRBackend})
-    precompile(Tuple{typeof(Plots.supported_styles), Plots.PlotlyBackend})
-    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, Plots.Font})
-    precompile(Tuple{typeof(Plots.text), String, Symbol, Int64, Int})
-    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.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_padding), Plots.Subplot{Plots.PlotlyBackend}})
-    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})
-    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.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.vline!), Array{Int64, 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.PlotlyBackend, 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.PlotlyBackend, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.widen), Float64, Float64, Symbol})
-    precompile(Tuple{typeof(Plots.wraptuple), Array{Any, 1}})
-    precompile(Tuple{typeof(Plots.wraptuple), Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.wraptuple), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}})
-    precompile(Tuple{typeof(Plots.wraptuple), Bool})
-    precompile(Tuple{typeof(Plots.wraptuple), Float64})
-    precompile(Tuple{typeof(Plots.wraptuple), Int64})
-    precompile(Tuple{typeof(Plots.wraptuple), Nothing})
-    precompile(Tuple{typeof(Plots.wraptuple), Plots.SeriesAnnotations})
-    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{Int64, Array{Symbol, 2}}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Int64, Float64, Symbol, Plots.Stroke}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Int64, Float64, Symbol}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Int64, String}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Int64, Symbol, Float64, Array{Symbol, 2}}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Int64, Symbol, Symbol}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Int64, Symbol}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Plots.Shape, Int64, ColorTypes.RGBA{Float64}}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{String, Symbol}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{String, Tuple{Int64, Int64}, Base.StepRange{Int64, Int64}, Symbol}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Symbol, Float64, Plots.Stroke}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Symbol, Int64}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Symbol, Symbol, Int64, Symbol, Float64}})
-    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.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), 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.ylims), Int64})
-    precompile(Tuple{typeof(Plots.ylims), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.ylims), Plots.Subplot{Plots.PlotlyBackend}})
-end

src/precompile_includer.jl

@@ -0,0 +1,34 @@
+should_precompile = true
+
+
+# Don't edit the following! Instead change the script for `snoop_bot`.
+ismultios = true
+ismultiversion = true
+# precompile_enclosure
+@static if !should_precompile
+    # nothing
+elseif !ismultios && !ismultiversion
+    include("../deps/SnoopCompile/precompile/precompile_Plots.jl")
+    _precompile_()
+else
+    @static if Sys.islinux()
+        @static if v"1.5.0-DEV" <= VERSION <= v"1.5.9"
+            include("../deps/SnoopCompile/precompile/linux/1.5/precompile_Plots.jl")
+            _precompile_()
+        else
+            include("../deps/SnoopCompile/precompile/linux/1.5/precompile_Plots.jl")
+            _precompile_()
+        end
+
+    else
+        @static if v"1.5.0-DEV" <= VERSION <= v"1.5.9"
+            include("../deps/SnoopCompile/precompile/linux/1.5/precompile_Plots.jl")
+            _precompile_()
+        else
+            include("../deps/SnoopCompile/precompile/linux/1.5/precompile_Plots.jl")
+            _precompile_()
+        end
+
+    end
+
+end # precompile_enclosure

src/recipes.jl

@@ -78,6 +78,8 @@ const POTENTIAL_VECTOR_ARGUMENTS = [
     :fillrange,
 ]
 
+@nospecialize
+
 @recipe function f(::Type{Val{:line}}, x, y, z)
     indices = sortperm(x)
     x := x[indices]
@@ -124,9 +126,8 @@ end
 @recipe function f(::Type{Val{:vline}}, x, y, z)
     n = length(y)
     newx = vec(Float64[yi for i = 1:3, yi in y])
-    newy = repeat(Float64[1, 2, NaN], n)
     x := newx
-    y := newy
+    y := repeat(Float64[1, 2, NaN], n)
     seriestype := :straightline
     ()
 end
@@ -174,6 +175,8 @@ end
 end
 @deps scatterpath path scatter
 
+@specialize
+
 
 # ---------------------------------------------------------------------------
 # steps
@@ -195,6 +198,8 @@ end
 make_steps(t::Tuple, st) = Tuple(make_steps(ti, st) for ti in t)
 
 
+@nospecialize
+
 # create a path from steps
 @recipe function f(::Type{Val{:steppre}}, x, y, z)
     plotattributes[:x] = make_steps(x, :post)
@@ -263,24 +268,39 @@ end
         end
     end
     newx, newy = zeros(3n), zeros(3n)
+    newz = z!== nothing ? zeros(3n) : nothing
     for i = 1:n
         rng = (3i - 2):(3i)
         newx[rng] = [x[i], x[i], NaN]
-        newy[rng] = [_cycle(fr, i), y[i], NaN]
+        if z !== nothing
+            newy[rng] = [y[i], y[i], NaN]
+            newz[rng] = [_cycle(fr, i), z[i], NaN]
+        else
+            newy[rng] = [_cycle(fr, i), y[i], NaN]
+        end
     end
     x := newx
     y := newy
+    if z !== nothing
+        z := newz
+    end
     fillrange := nothing
     seriestype := :path
+    if plotattributes[:linecolor] == :auto && plotattributes[:marker_z] !== nothing && plotattributes[:line_z] === nothing
+        line_z := plotattributes[:marker_z]
+    end
 
-    # create a secondary series for the markers
+    # create a primary series for the markers
     if plotattributes[:markershape] != :none
+        primary := false
         @series begin
             seriestype := :scatter
             x := x
             y := y
-            label := ""
+            if z !== nothing
-            primary := false
+                z := z
+            end
+            primary := true
             ()
         end
         markershape := :none
@@ -289,6 +309,8 @@ end
 end
 @deps sticks path scatter
 
+@specialize
+
 
 # ---------------------------------------------------------------------------
 # bezier curves
@@ -303,6 +325,8 @@ function bezier_value(pts::AVec, t::Real)
     val
 end
 
+@nospecialize
+
 # create segmented bezier curves in place of line segments
 @recipe function f(::Type{Val{:curves}}, x, y, z; npoints = 30)
     args = z !== nothing ? (x, y, z) : (x, y)
@@ -458,6 +482,9 @@ end
     ()
 end
 @deps plots_heatmap shape
+
+@specialize
+
 is_3d(::Type{Val{:plots_heatmap}}) = true
 RecipesPipeline.is_surface(::Type{Val{:plots_heatmap}}) = true
 RecipesPipeline.is_surface(::Type{Val{:hexbin}}) = true
@@ -521,6 +548,8 @@ function _preprocess_binlike(plotattributes, x, y)
 end
 
 
+@nospecialize
+
 @recipe function f(::Type{Val{:barbins}}, x, y, z)
     edge, weights, xscale, yscale, baseline =
         _preprocess_binlike(plotattributes, x, y)
@@ -552,6 +581,8 @@ end
 end
 @deps scatterbins xerror scatter
 
+@specialize
+
 function _stepbins_path(
     edge,
     weights,
@@ -618,8 +649,8 @@ function _stepbins_path(
     (x, y)
 end
 
-
 @recipe function f(::Type{Val{:stepbins}}, x, y, z)
+    @nospecialize
     axis =
         plotattributes[:subplot][Plots.isvertical(plotattributes) ? :xaxis : :yaxis]
 
@@ -756,6 +787,7 @@ function _make_hist(
     normalize!(h, mode = _hist_norm_mode(normed))
 end
 
+@nospecialize
 
 @recipe function f(::Type{Val{:histogram}}, x, y, z)
     seriestype := length(y) > 1e6 ? :stephist : :barhist
@@ -765,7 +797,7 @@ end
 
 @recipe function f(::Type{Val{:barhist}}, x, y, z)
     h = _make_hist(
-        (y,),
+        tuple(y),
         plotattributes[:bins],
         normed = plotattributes[:normalize],
         weights = plotattributes[:weights],
@@ -779,7 +811,7 @@ end
 
 @recipe function f(::Type{Val{:stephist}}, x, y, z)
     h = _make_hist(
-        (y,),
+        tuple(y),
         plotattributes[:bins],
         normed = plotattributes[:normalize],
         weights = plotattributes[:weights],
@@ -793,7 +825,7 @@ end
 
 @recipe function f(::Type{Val{:scatterhist}}, x, y, z)
     h = _make_hist(
-        (y,),
+        tuple(y),
         plotattributes[:bins],
         normed = plotattributes[:normalize],
         weights = plotattributes[:weights],
@@ -860,9 +892,7 @@ end
 
     x := Plots._bin_centers(edge_x)
     y := Plots._bin_centers(edge_y)
-    z := Surface(float_weights)
+    z := Surface(permutedims(float_weights))
-
-    match_dimensions := true
     seriestype := :heatmap
     ()
 end
@@ -913,6 +943,19 @@ end
 @deps pie shape
 
 
+# ---------------------------------------------------------------------------
+# mesh 3d replacement for non-plotly backends
+
+@recipe function f(::Type{Val{:mesh3d}}, x, y, z)
+    # As long as no i,j,k are supplied this should work with PyPlot and GR
+    seriestype := :surface
+    if plotattributes[:connections] !== nothing
+    	throw(ArgumentError("Giving triangles using the connections argument is only supported on Plotly backend."))
+    end
+    ()
+end
+
+
 # ---------------------------------------------------------------------------
 # scatter 3d
 
@@ -928,7 +971,6 @@ end
 
 # note: don't add dependencies because this really isn't a drop-in replacement
 
-
 # ---------------------------------------------------------------------------
 # lens! - magnify a region of a plot
 lens!(args...;kwargs...) = plot!(args...; seriestype=:lens, kwargs...)
@@ -950,8 +992,12 @@ export lens!
     lens_index = last(plt.subplots)[:subplot_index] + 1
     x1, x2 = plotattributes[:x]
     y1, y2 = plotattributes[:y]
+    backup = copy(plotattributes)
+    empty!(plotattributes)
+
+    series_plotindex := backup[:series_plotindex]
     seriestype := :path
-    label := ""
+    primary := false
     linecolor := :lightgray
     bbx_mag = (x1 + x2) / 2
     bby_mag = (y1 + y2) / 2
@@ -961,6 +1007,7 @@ export lens!
     if xl1 < xi_lens < xl2 &&
         yl1 < yi_lens < yl2
         @series begin
+            primary := false
             subplot := sp_index
             x := [xi_mag, xi_lens]
             y := [yi_mag, yi_lens]
@@ -969,6 +1016,7 @@ export lens!
     end
     # add magnification shape
     @series begin
+        primary := false
         subplot := sp_index
         x := [x1, x1, x2, x2, x1]
         y := [y1, y2, y2, y1, y1]
@@ -977,20 +1025,19 @@ export lens!
     # add subplot
     for series in sp.series_list
         @series begin
-            plotattributes = merge(plotattributes, copy(series.plotattributes))
+            plotattributes = merge(backup, copy(series.plotattributes))
             subplot := lens_index
-            label := ""
+            primary := false
             xlims := (x1, x2)
             ylims := (y1, y2)
             ()
         end
     end
-    backup = copy(plotattributes)
+    nothing
-    empty!(plotattributes)
-    seriestype := :path
-    series_plotindex := backup[:series_plotindex]
 end
 
+@specialize
+
 function intersection_point(xA, yA, xB, yB, h, w)
     s = (yA - yB) / (xA - xB)
     hh = h / 2
@@ -1018,6 +1065,7 @@ end
 # contourf - filled contours
 
 @recipe function f(::Type{Val{:contourf}}, x, y, z)
+    @nospecialize
     fillrange := true
     seriestype := :contour
     ()
@@ -1027,8 +1075,24 @@ end
 # Error Bars
 
 function error_style!(plotattributes::AKW)
+    msc = plotattributes[:markerstrokecolor]
+    msc = if msc === :match
+        plotattributes[:subplot][:foreground_color_subplot]
+    elseif msc === :auto
+        get_series_color(
+            plotattributes[:linecolor],
+            plotattributes[:subplot],
+            plotattributes[:series_plotindex],
+            plotattributes[:seriestype],
+        )
+    else
+        msc
+    end
+
     plotattributes[:seriestype] = :path
-    plotattributes[:markercolor] = plotattributes[:markerstrokecolor]
+    plotattributes[:markerstrokecolor] = msc
+    plotattributes[:markercolor] = msc
+    plotattributes[:linecolor] = msc
     plotattributes[:linewidth] = plotattributes[:markerstrokewidth]
     plotattributes[:label] = ""
 end
@@ -1059,9 +1123,17 @@ function error_coords(errorbar, errordata, otherdata...)
     return (ed, od...)
 end
 
+# clamp non-NaN values in an array to Base.eps(Float64) for log-scale plots
+function clamp_to_eps!(ary)
+    replace!(x -> x <= 0.0 ? Base.eps(Float64) : x, ary)
+    nothing
+end
+
 # we will create a series of path segments, where each point represents one
 # side of an errorbar
 
+@nospecialize
+
 @recipe function f(::Type{Val{:xerror}}, x, y, z)
     error_style!(plotattributes)
     markershape := :vline
@@ -1072,6 +1144,9 @@ end
         plotattributes[:x], plotattributes[:y], plotattributes[:z] =
             error_coords(xerr, x, y, z)
     end
+    if :xscale ∈ keys(plotattributes) && plotattributes[:xscale] == :log10
+        clamp_to_eps!(plotattributes[:x])
+    end
     ()
 end
 @deps xerror path
@@ -1086,6 +1161,9 @@ end
         plotattributes[:y], plotattributes[:x], plotattributes[:z] =
             error_coords(yerr, y, x, z)
     end
+    if :yscale ∈ keys(plotattributes) && plotattributes[:yscale] == :log10
+        clamp_to_eps!(plotattributes[:y])
+    end
     ()
 end
 @deps yerror path
@@ -1098,10 +1176,14 @@ end
         plotattributes[:z], plotattributes[:x], plotattributes[:y] =
             error_coords(zerr, z, x, y)
     end
+    if :zscale ∈ keys(plotattributes) && plotattributes[:zscale] == :log10
+        clamp_to_eps!(plotattributes[:z])
+    end
     ()
 end
 @deps zerror path
 
+@specialize
 
 # TODO: move quiver to PlotRecipes
 
@@ -1115,35 +1197,51 @@ function quiver_using_arrows(plotattributes::AKW)
     if !isa(plotattributes[:arrow], Arrow)
         plotattributes[:arrow] = arrow()
     end
-
+    is_3d = haskey(plotattributes,:z) && !isnothing(plotattributes[:z])
     velocity = error_zipit(plotattributes[:quiver])
     xorig, yorig = plotattributes[:x], plotattributes[:y]
+    zorig = is_3d ? plotattributes[:z] : []
 
     # for each point, we create an arrow of velocity vi, translated to the x/y coordinates
     x, y = zeros(0), zeros(0)
-    for i = 1:max(length(xorig), length(yorig))
+    is_3d && ( z = zeros(0))
+    for i = 1:max(length(xorig), length(yorig), is_3d ? 0 : length(zorig))
         # get the starting position
         xi = _cycle(xorig, i)
         yi = _cycle(yorig, i)
-
+        zi = is_3d ? _cycle(zorig, i) : 0
         # get the velocity
         vi = _cycle(velocity, i)
-        vx, vy = if istuple(vi)
+        if is_3d
-            first(vi), last(vi)
+            vx, vy, vz = if istuple(vi)
-        elseif isscalar(vi)
+                vi[1], vi[2], vi[3]
-            vi, vi
+            elseif isscalar(vi)
-        elseif isa(vi, Function)
+                vi, vi, vi
-            vi(xi, yi)
+            elseif isa(vi, Function)
-        else
+                vi(xi, yi, zi)
-            error("unexpected vi type $(typeof(vi)) for quiver: $vi")
+            else
+                error("unexpected vi type $(typeof(vi)) for quiver: $vi")
+            end
+        else # 2D quiver
+            vx, vy = if istuple(vi)
+                first(vi), last(vi)
+            elseif isscalar(vi)
+                vi, vi
+            elseif isa(vi, Function)
+                vi(xi, yi)
+            else
+                error("unexpected vi type $(typeof(vi)) for quiver: $vi")
+            end
         end
-
         # add the points
         nanappend!(x, [xi, xi + vx, NaN])
         nanappend!(y, [yi, yi + vy, NaN])
+        is_3d && nanappend!(z, [zi, zi + vz, NaN])
     end
-
     plotattributes[:x], plotattributes[:y] = x, y
+    if is_3d
+        plotattributes[:z] = z
+    end
     # KW[plotattributes]
 end
 
@@ -1198,6 +1296,7 @@ end
 
 # function apply_series_recipe(plotattributes::AKW, ::Type{Val{:quiver}})
 @recipe function f(::Type{Val{:quiver}}, x, y, z)
+    @nospecialize
     if :arrow in supported_attrs()
         quiver_using_arrows(plotattributes)
     else
@@ -1230,12 +1329,14 @@ end
     else
         seriestype := :heatmap
         yflip --> true
-        cbar --> false
+        colorbar --> false
-        fillcolor --> ColorGradient([:black, :white])
+        fillcolor --> cgrad([:black, :white])
         SliceIt, m, n, Surface(clamp!(convert(Matrix{Float64}, mat), 0.0, 1.0))
     end
 end
 
+@nospecialize
+
 # images - colors
 @recipe function f(mat::AMat{T}) where {T <: Colorant}
     n, m = axes(mat)
@@ -1247,7 +1348,7 @@ end
     else
         seriestype := :heatmap
         yflip --> true
-        cbar --> false
+        colorbar --> false
         aspect_ratio --> :equal
         z, plotattributes[:fillcolor] = replace_image_with_heatmap(mat)
         SliceIt, m, n, Surface(z)
@@ -1287,8 +1388,8 @@ end
     else
         seriestype := :heatmap
         yflip --> true
-        cbar --> false
+        colorbar --> false
-        fillcolor --> ColorGradient([:black, :white])
+        fillcolor --> cgrad([:black, :white])
         SliceIt, x, y, Surface(convert(Matrix{Float64}, mat))
     end
 end
@@ -1302,23 +1403,24 @@ end
     else
         seriestype := :heatmap
         yflip --> true
-        cbar --> false
+        colorbar --> false
         z, plotattributes[:fillcolor] = replace_image_with_heatmap(mat)
         SliceIt, x, y, Surface(z)
     end
 end
 
 # --------------------------------------------------------------------
-# Lists of tuples and GeometryTypes.Points
+# Lists of tuples and GeometryBasics.Points
 # --------------------------------------------------------------------
-@recipe f(v::AVec{<:GeometryTypes.Point}) = RecipesPipeline.unzip(v)
+@recipe f(v::AVec{<:GeometryBasics.Point}) = RecipesPipeline.unzip(v)
-@recipe f(p::GeometryTypes.Point) = [p]
+@recipe f(p::GeometryBasics.Point) = [p]
 
 # Special case for 4-tuples in :ohlc series
 @recipe f(xyuv::AVec{<:Tuple{R1, R2, R3, R4}}) where {R1, R2, R3, R4} =
     get(plotattributes, :seriestype, :path) == :ohlc ? OHLC[OHLC(t...) for t in xyuv] :
     RecipesPipeline.unzip(xyuv)
 
+@specialize
 
 # -------------------------------------------------
 
@@ -1358,6 +1460,8 @@ end
 # TODO: when I allow `@recipe f(::Type{T}, v::T) = ...` definitions to replace convertToAnyVector,
 #       then I should replace these with one definition to convert to a vector of 4-tuples
 
+@nospecialize
+
 # to squash ambiguity warnings...
 @recipe f(x::AVec{Function}, v::AVec{OHLC}) = error()
 @recipe f(
@@ -1425,7 +1529,11 @@ end
         markersize := 1
     end
     markerstrokewidth := 0
-    marker_z := zs
+    if length(unique(zs)) == 1
+        seriescolor --> :black
+    else
+        marker_z := zs
+    end
     label := ""
     x := cs
     y := rs
@@ -1435,8 +1543,10 @@ end
     ()
 end
 
+@specialize
 
-Plots.findnz(A::AbstractSparseMatrix) = findnz(A)
+
+Plots.findnz(A::AbstractSparseMatrix) = SparseArrays.findnz(A)
 
 # fallback function for finding non-zero elements of non-sparse matrices
 function Plots.findnz(A::AbstractMatrix)
@@ -1449,6 +1559,8 @@ end
 
 # -------------------------------------------------
 
+@nospecialize
+
 "Adds ax+b... straight line over the current plot, without changing the axis limits"
 abline!(plt::Plot, a, b; kw...) =
     plot!(plt, [0, 1], [b, b + a]; seriestype = :straightline, kw...)
@@ -1474,50 +1586,6 @@ end
 end
 
 
-# --------------------------------------------------
-# Color Gradients
-
-@userplot ShowLibrary
-@recipe function f(cl::ShowLibrary)
-    if !(length(cl.args) == 1 && isa(cl.args[1], Symbol))
-        error("showlibrary takes the name of a color library as a Symbol")
-    end
-
-    library = PlotUtils.color_libraries[cl.args[1]]
-    z = sqrt.((1:15) * reshape(1:20, 1, :))
-
-    seriestype := :heatmap
-    ticks := nothing
-    legend := false
-
-    layout --> length(library.lib)
-
-    i = 0
-    for grad in sort(collect(keys(library.lib)))
-        @series begin
-            seriescolor := cgrad(grad, cl.args[1])
-            title := string(grad)
-            subplot := i += 1
-            z
-        end
-    end
-end
-
-@userplot ShowGradient
-@recipe function f(grad::ShowGradient)
-    if !(length(grad.args) == 1 && isa(grad.args[1], Symbol))
-        error("showgradient takes the name of a color gradient as a Symbol")
-    end
-    z = sqrt.((1:15) * reshape(1:20, 1, :))
-    seriestype := :heatmap
-    ticks := nothing
-    legend := false
-    seriescolor := grad.args[1]
-    title := string(grad.args[1])
-    z
-end
-
-
 # Moved in from PlotRecipes - see: http://stackoverflow.com/a/37732384/5075246
 @userplot PortfolioComposition
 
@@ -1562,3 +1630,5 @@ julia> areaplot(1:3, [1 2 3; 7 8 9; 4 5 6], seriescolor = [:red :green :blue], f
         end
     end
 end
+
+@specialize

src/shorthands.jl

@@ -1,3 +1,5 @@
+@nospecialize
+
 """
     scatter(x,y)
     scatter!(x,y)
@@ -69,7 +71,7 @@ Make a histogram bar plot. See `histogram`.
 
 """
     stephist(x)
-    stephist(x)
+    stephist!(x)
 
 Make a histogram step plot (bin counts are represented using horizontal lines
 instead of bars). See `histogram`.
@@ -318,6 +320,27 @@ julia> scatter3d([0,1,2,3],[0,1,4,9],[0,1,8,27])
 """
 @shorthands scatter3d
 
+"""
+    mesh3d(x,y,z)
+    mesh3d(x,y,z; connections)
+
+Plot a 3d mesh. On Plotly the triangles can be specified using the connections argument.
+
+# Example
+```Julia
+x=[0, 1, 2, 0]
+y=[0, 0, 1, 2]
+z=[0, 2, 0, 1]
+
+i=[0, 0, 0, 1]
+j=[1, 2, 3, 2]
+k=[2, 3, 1, 3]
+
+plot(x,y,z,seriestype=:mesh3d;connections=(i,j,k))
+```
+"""
+@shorthands mesh3d
+
 """
     boxplot(x, y)
     boxplot!(x, y)
@@ -411,10 +434,10 @@ zlims!(zmin::Real, zmax::Real; kw...)                     = plot!(; zlims = (zmi
 
 
 "Set xticks for an existing plot"
-xticks!(v::TicksArgs; kw...) where {T<:Real}                       = plot!(; xticks = v, kw...)
+xticks!(v::TicksArgs; kw...)                              = plot!(; xticks = v, kw...)
 
 "Set yticks for an existing plot"
-yticks!(v::TicksArgs; kw...) where {T<:Real}                       = plot!(; yticks = v, kw...)
+yticks!(v::TicksArgs; kw...)                              = plot!(; yticks = v, kw...)
 
 xticks!(
 ticks::AVec{T}, labels::AVec{S}; kw...) where {T<:Real,S<:AbstractString}     = plot!(; xticks = (ticks,labels), kw...)
@@ -454,3 +477,5 @@ xaxis!(args...; kw...)                                    = plot!(; xaxis = args
 yaxis!(args...; kw...)                                    = plot!(; yaxis = args, kw...)
 xgrid!(args...; kw...)                                    = plot!(; xgrid = args, kw...)
 ygrid!(args...; kw...)                                    = plot!(; ygrid = args, kw...)
+
+@specialize

src/utils.jl

@@ -1,4 +1,6 @@
-
+function treats_y_as_x(seriestype)
+    return seriestype in (:vline, :vspan, :histogram, :barhist, :stephist, :scatterhist)
+end
 function replace_image_with_heatmap(z::Array{T}) where T<:Colorant
     n, m = size(z)
     colors = palette(vec(z))
@@ -67,19 +69,17 @@ function iter_segments(args...)
     SegmentsIterator(tup, n1, n2)
 end
 
-function iter_segments(series::Series)
+function iter_segments(series::Series, seriestype::Symbol = :path)
     x, y, z = series[:x], series[:y], series[:z]
     if x === nothing
         return UnitRange{Int}[]
     elseif has_attribute_segments(series)
-        if series[:seriestype] in (:scatter, :scatter3d)
+        if any(isnan,y)
+            return [iter_segments(y)...]
+        elseif seriestype in (:scatter, :scatter3d)
             return [[i] for i in eachindex(y)]
         else
-            if any(isnan,y)
+            return [i:(i + 1) for i in firstindex(y):lastindex(y)-1]
-                return [iter_segments(y)...]
-            else
-                return [i:(i + 1) for i in firstindex(y):lastindex(y)-1]
-            end
         end
     else
         segs = UnitRange{Int}[]
@@ -126,8 +126,8 @@ isnothing(x) = false
 _cycle(wrapper::InputWrapper, idx::Int) = wrapper.obj
 _cycle(wrapper::InputWrapper, idx::AVec{Int}) = wrapper.obj
 
-_cycle(v::AVec, idx::Int) = v[mod1(idx, length(v))]
+_cycle(v::AVec, idx::Int) = v[mod(idx, axes(v,1))]
-_cycle(v::AMat, idx::Int) = size(v,1) == 1 ? v[1, mod1(idx, size(v,2))] : v[:, mod1(idx, size(v,2))]
+_cycle(v::AMat, idx::Int) = size(v,1) == 1 ? v[end, mod(idx, axes(v,2))] : v[:, mod(idx, axes(v,2))]
 _cycle(v, idx::Int)       = v
 
 _cycle(v::AVec, indices::AVec{Int}) = map(i -> _cycle(v,i), indices)
@@ -151,15 +151,18 @@ maketuple(x::Tuple{T,S}) where {T,S} = x
 
 for i in 2:4
     @eval begin
-        RecipesPipeline.unzip(v::Union{AVec{<:Tuple{Vararg{T,$i} where T}},
+        RecipesPipeline.unzip(
-                   AVec{<:GeometryTypes.Point{$i}}}) = $(Expr(:tuple, (:([t[$j] for t in v]) for j=1:i)...))
+            v::Union{AVec{<:Tuple{Vararg{T,$i} where T}}, AVec{<:GeometryBasics.Point{$i}}},
+        ) = $(Expr(:tuple, (:([t[$j] for t in v]) for j=1:i)...))
     end
 end
 
-RecipesPipeline.unzip(v::Union{AVec{<:GeometryTypes.Point{N}},
+RecipesPipeline.unzip(
-               AVec{<:Tuple{Vararg{T,N} where T}}}) where N = error("$N-dimensional unzip not implemented.")
+    ::Union{AVec{<:GeometryBasics.Point{N}}, AVec{<:Tuple{Vararg{T,N} where T}}}
-RecipesPipeline.unzip(v::Union{AVec{<:GeometryTypes.Point},
+) where N = error("$N-dimensional unzip not implemented.")
-               AVec{<:Tuple}}) = error("Can't unzip points of different dimensions.")
+RecipesPipeline.unzip(::Union{AVec{<:GeometryBasics.Point}, AVec{<:Tuple}}) = error(
+    "Can't unzip points of different dimensions."
+)
 
 # given 2-element lims and a vector of data x, widen lims to account for the extrema of x
 function _expand_limits(lims, x)
@@ -206,9 +209,6 @@ end
 
 createSegments(z) = collect(repeat(reshape(z,1,:),2,1))[2:end]
 
-Base.first(c::Colorant) = c
-Base.first(x::Symbol) = x
-
 
 sortedkeys(plotattributes::Dict) = sort(collect(keys(plotattributes)))
 
@@ -294,13 +294,6 @@ limsType(lims::Tuple{T,S}) where {T<:Real,S<:Real}    = :limits
 limsType(lims::Symbol)                                  = lims == :auto ? :auto : :invalid
 limsType(lims)                                          = :invalid
 
-# axis_Symbol(letter, postfix) = Symbol(letter * postfix)
-# axis_symbols(letter, postfix...) = map(s -> axis_Symbol(letter, s), postfix)
-
-Base.convert(::Type{Vector{T}}, rng::AbstractRange{T}) where {T<:Real}         = T[x for x in rng]
-Base.convert(::Type{Vector{T}}, rng::AbstractRange{S}) where {T<:Real,S<:Real} = T[x for x in rng]
-
-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...)
@@ -343,17 +336,8 @@ function indices_and_unique_values(z::AbstractArray)
     newz, vals
 end
 
-# this is a helper function to determine whether we need to transpose a surface matrix.
+handle_surface(z) = z
-# it depends on whether the backend matches rows to x (transpose_on_match == true) or vice versa
+handle_surface(z::Surface) = permutedims(z.surf)
-# for example: PyPlot sends rows to y, so transpose_on_match should be true
-function transpose_z(plotattributes, z, transpose_on_match::Bool = true)
-    if plotattributes[:match_dimensions] == transpose_on_match
-        # z'
-        permutedims(z, [2,1])
-    else
-        z
-    end
-end
 
 function ok(x::Number, y::Number, z::Number = 0)
     isfinite(x) && isfinite(y) && isfinite(z)
@@ -361,10 +345,10 @@ end
 ok(tup::Tuple) = ok(tup...)
 
 # compute one side of a fill range from a ribbon
-function make_fillrange_side(y, rib)
+function make_fillrange_side(y::AVec, rib)
-    frs = zeros(length(y))
+    frs = zeros(axes(y))
-    for (i, (yi, ri)) in enumerate(zip(y, Base.Iterators.cycle(rib)))
+    for (i, yi) in pairs(y)
-        frs[i] = yi + ri
+        frs[i] = yi + _cycle(rib,i)
     end
     frs
 end
@@ -616,6 +600,7 @@ function has_attribute_segments(series::Series)
             :markerstrokecolor,
             :markerstrokealpha,
             :markerstrokewidth,
+            :markershape,
         ]
     ) || any(
         typeof(series[attr]) <: AbstractArray for attr in (:line_z, :fill_z, :marker_z)
@@ -1003,6 +988,24 @@ ignorenan_extrema(plt::Plot) = (xmin(plt), xmax(plt))
 # ---------------------------------------------------------------
 # get fonts from objects:
 
+plottitlefont(p::Plot) = font(
+    p[:plot_titlefontfamily],
+    p[:plot_titlefontsize],
+    p[:plot_titlefontvalign],
+    p[:plot_titlefonthalign],
+    p[:plot_titlefontrotation],
+    p[:plot_titlefontcolor],
+)
+
+colorbartitlefont(sp::Subplot) = font(
+    sp[:colorbar_titlefontfamily],
+    sp[:colorbar_titlefontsize],
+    sp[:colorbar_titlefontvalign],
+    sp[:colorbar_titlefonthalign],
+    sp[:colorbar_titlefontrotation],
+    sp[:colorbar_titlefontcolor],
+)
+
 titlefont(sp::Subplot) = font(
     sp[:titlefontfamily],
     sp[:titlefontsize],
@@ -1049,8 +1052,8 @@ guidefont(ax::Axis) = font(
 )
 
 # ---------------------------------------------------------------
-# converts unicode scientific notation unsupported by pgfplots and gr
+# converts unicode scientific notation, as returned by Showoff,
-# into a format that works
+# to a tex-like format (supported by gr, pyplot, and pgfplots).
 
 function convert_sci_unicode(label::AbstractString)
     unicode_dict = Dict(

test/imgcomp.jl

@@ -1,15 +1,36 @@
 import Plots._current_plots_version
 
-function image_comparison_tests(pkg::Symbol, idx::Int; debug = false, popup = !is_ci(), sigma = [1,1], tol = 1e-2)
+# replace `f(args...)` with `f(rng, args...)` for `f ∈ (rand, randn)`
+function replace_rand!(ex) end
+function replace_rand!(ex::Expr)
+   for arg in ex.args
+       replace_rand!(arg)
+   end
+   if ex.head === :call && ex.args[1] ∈ (:rand, :randn)
+       pushfirst!(ex.args, ex.args[1])
+       ex.args[2] = :rng
+   end
+end
+function fix_rand!(ex)
+    replace_rand!(ex)
+    pushfirst!(ex.args[1].args, :(rng = StableRNG(1234)))
+end
+
+function image_comparison_tests(
+    pkg::Symbol,
+    idx::Int;
+    debug = false,
+    popup = !is_ci(),
+    sigma = [1, 1],
+    tol = 1e-2,
+)
     Plots._debugMode.on = debug
     example = Plots._examples[idx]
     Plots.theme(:default)
     @info("Testing plot: $pkg:$idx:$(example.header)")
     backend(pkg)
     backend()
-    default(size=(500,300))
+    default(size = (500, 300))
-    # ensure consistent results
-    Random.seed!(1234)
 
     fn = "ref$idx.png"
     reffn = reference_file(pkg, idx, _current_plots_version)
@@ -19,25 +40,29 @@ function image_comparison_tests(pkg::Symbol, idx::Int; debug = false, popup = !i
     func = (fn, idx) -> begin
         expr = Expr(:block)
         append!(expr.args, example.exprs)
+        fix_rand!(expr)
         eval(expr)
         png(fn)
     end
 
     # the test
     vtest = VisualTest(func, reffn, idx)
-    test_images(vtest, popup=popup, sigma=sigma, tol=tol, newfn = newfn)
+    test_images(vtest, popup = popup, sigma = sigma, tol = tol, newfn = newfn)
 end
 
-function image_comparison_facts(pkg::Symbol;
+function image_comparison_facts(
-                                skip = [],      # skip these examples (int index)
+    pkg::Symbol;
-                                only = nothing, # limit to these examples (int index)
+    skip = [],      # skip these examples (int index)
-                                debug = false,  # print debug information?
+    only = nothing, # limit to these examples (int index)
-                                sigma = [1,1],  # number of pixels to "blur"
+    debug = false,  # print debug information?
-                                tol = 1e-2)     # acceptable error (percent)
+    sigma = [1, 1],  # number of pixels to "blur"
-  for i in 1:length(Plots._examples)
+    tol = 1e-2,
-    i in skip && continue
+)     # acceptable error (percent)
-    if only === nothing || i in only
+    for i = 1:length(Plots._examples)
-      @test image_comparison_tests(pkg, i, debug=debug, sigma=sigma, tol=tol) |> success == true
+        i in skip && continue
+        if only === nothing || i in only
+            @test image_comparison_tests(pkg, i, debug = debug, sigma = sigma, tol = tol) |>
+                  success == true
+        end
     end
-  end
 end

test/integration_dates.jl

@@ -0,0 +1,16 @@
+using Plots, Test, Dates
+
+@testset "Limits" begin
+    y=[1.0*i*i for i in 1:10]
+    x=[Date(2019,11,i) for i in 1:10]
+
+    rx=[x[3],x[5]]
+
+    p = plot(x,y, widen = false)
+    vspan!(p, rx, label="", alpha=0.2)
+
+    ref_ylims = (y[1], y[end])
+    ref_xlims = (x[1].instant.periods.value, x[end].instant.periods.value)
+    @test Plots.ylims(p) == ref_ylims
+    @test Plots.xlims(p) == ref_xlims
+end # testset

test/runtests.jl

@@ -2,16 +2,39 @@ import ImageMagick
 using VisualRegressionTests
 using Plots
 using Random
+using StableRNGs
 using Test
+using TestImages
 using FileIO
 using Gtk
 using LibGit2
-using GeometryTypes
+import GeometryBasics
 using Dates
+using RecipesBase
 
+
+@testset "Plotly standalone" begin
+    @test_nowarn Plots._init_ijulia_plotting()
+    @test Plots.plotly_local_file_path[] === nothing
+    temp = Plots.use_local_dependencies[]
+    withenv("PLOTS_HOST_DEPENDENCY_LOCAL" => true) do
+        Plots.__init__()
+        @test Plots.plotly_local_file_path[] isa String
+        @test isfile(Plots.plotly_local_file_path[])
+        @test Plots.use_local_dependencies[] = true
+        @test_nowarn Plots._init_ijulia_plotting()
+    end
+    Plots.plotly_local_file_path[] = nothing
+    Plots.use_local_dependencies[] = temp
+end # testset
+
+include("test_defaults.jl")
 include("test_axes.jl")
+include("test_axis_letter.jl")
+include("test_recipes.jl")
 include("test_hdf5plots.jl")
 include("test_pgfplotsx.jl")
+include("integration_dates.jl")
 
 reference_dir(args...) = joinpath(homedir(), ".julia", "dev", "PlotReferenceImages", args...)
 
@@ -44,27 +67,27 @@ include("imgcomp.jl")
 Random.seed!(1234)
 default(show=false, reuse=true)
 is_ci() = get(ENV, "CI", "false") == "true"
-img_tol = is_ci() ? 1e-2 : Sys.islinux() ? 1e-3 : 0.1
+const IMG_TOL = VERSION < v"1.4" && Sys.iswindows() ? 1e-1 : is_ci() ? 1e-2 : 1e-3
 
 ## Uncomment the following lines to update reference images for different backends
 
 # @testset "GR" begin
-#     image_comparison_facts(:gr, tol=img_tol, skip = Plots._backend_skips[:gr])
+#     image_comparison_facts(:gr, tol=IMG_TOL, skip = Plots._backend_skips[:gr])
 # end
 #
 # plotly()
 # @testset "Plotly" begin
-#     image_comparison_facts(:plotly, tol=img_tol, skip = Plots._backend_skips[:plotlyjs])
+#     image_comparison_facts(:plotly, tol=IMG_TOL, skip = Plots._backend_skips[:plotlyjs])
 # end
 #
 # pyplot()
 # @testset "PyPlot" begin
-#     image_comparison_facts(:pyplot, tol=img_tol, skip = Plots._backend_skips[:pyplot])
+#     image_comparison_facts(:pyplot, tol=IMG_TOL, skip = Plots._backend_skips[:pyplot])
 # end
 #
 # pgfplotsx()
 # @testset "PGFPlotsX" begin
-#     image_comparison_facts(:pgfplotsx, tol=img_tol, skip = Plots._backend_skips[:pgfplotsx])
+#     image_comparison_facts(:pgfplotsx, tol=IMG_TOL, skip = Plots._backend_skips[:pgfplotsx])
 # end
 
 # 10 Histogram2D
@@ -82,7 +105,7 @@ img_tol = is_ci() ? 1e-2 : Sys.islinux() ? 1e-3 : 0.1
         @static if haskey(ENV, "APPVEYOR")
             @info "Skipping GR image comparison tests on AppVeyor"
         else
-            image_comparison_facts(:gr, tol=img_tol, skip = Plots._backend_skips[:gr])
+            image_comparison_facts(:gr, tol=IMG_TOL, skip = Plots._backend_skips[:gr])
         end
     end
 
@@ -177,7 +200,7 @@ end
               [(missing,missing)], [(missing,missing,missing),("a","b","c")])
     for z in zipped
         @test isequal(collect(zip(Plots.unzip(z)...)), z)
-        @test isequal(collect(zip(Plots.unzip(GeometryTypes.Point.(z))...)), z)
+        @test isequal(collect(zip(Plots.unzip(GeometryBasics.Point.(z))...)), z)
     end
     op1 = Plots.process_clims((1.0, 2.0))
     op2 = Plots.process_clims((1, 2.0))

test/test_axes.jl

@@ -12,3 +12,12 @@ end
     @test plot(1, axis=nothing)[1][:xaxis][:ticks] == []
     @test plot(1, axis=nothing)[1][:yaxis][:ticks] == []
 end # testset
+
+@testset "Categorical ticks" begin
+    p1 = plot('A':'M', 1:13)
+    p2 = plot('A':'Z', 1:26)
+    p3 = plot('A':'Z', 1:26, ticks = :all)
+    @test Plots.get_ticks(p1[1], p1[1][:xaxis])[2] == string.('A':'M')
+    @test Plots.get_ticks(p2[1], p2[1][:xaxis])[2] == string.('C':3:'Z')
+    @test Plots.get_ticks(p3[1], p3[1][:xaxis])[2] == string.('A':'Z')
+end

test/test_axis_letter.jl

@@ -0,0 +1,25 @@
+using Plots, Test
+
+@testset "axis letter" begin
+    using Plots, RecipesBase
+    # a custom type for dispacthing the axis-letter-testing recipe
+    struct MyType <: Number
+        val::Float64
+    end
+    value(m::MyType) = m.val
+    data = MyType.(sort(randn(20)))
+    # A recipe that puts the axis letter in the title
+    @recipe function f(::Type{T}, m::T) where T <: AbstractArray{<:MyType}
+        title --> string(plotattributes[:letter])
+        value.(m)
+    end
+    @testset "$f (orientation = $o)" for f in [histogram, barhist, stephist, scatterhist], o in [:vertical, :horizontal]
+        @test f(data, orientation=o).subplots[1].attr[:title] == (o == :vertical ? "x" : "y")
+    end
+    @testset "$f" for f in [hline, hspan]
+        @test f(data).subplots[1].attr[:title] == "y"
+    end
+    @testset "$f" for f in [vline, vspan]
+        @test f(data).subplots[1].attr[:title] == "x"
+    end
+end

test/test_defaults.jl

@@ -0,0 +1,11 @@
+using Plots, Test
+
+const PLOTS_DEFAULTS = Dict(:theme => :wong2)
+Plots.__init__()
+
+@testset "Loading theme" begin
+    @test plot(1:5)[1][1][:seriescolor] == RGBA(colorant"black")
+end
+
+empty!(PLOTS_DEFAULTS)
+Plots.__init__()

test/test_pgfplotsx.jl

@@ -21,12 +21,12 @@ end
    @test !haskey(axis.contents[1].options.dict, "fill")
 
    @testset "Legends" begin
-      legends_plot =  plot( rand(5,2), lab = ["1" ""] )
+      legends_plot = plot(rand(5, 2), lab = ["1" ""])
-      scatter!(legends_plot, rand(5) )
+      scatter!(legends_plot, rand(5))
       Plots._update_plot_object(legends_plot)
       axis_contents = Plots.pgfx_axes(legends_plot.o)[1].contents
-      leg_entries = filter( x -> x isa PGFPlotsX.LegendEntry, axis_contents )
+      leg_entries = filter(x -> x isa PGFPlotsX.LegendEntry, axis_contents)
-      series = filter( x -> x isa PGFPlotsX.Plot, axis_contents )
+      series = filter(x -> x isa PGFPlotsX.Plot, axis_contents)
       @test length(leg_entries) == 2
       @test !haskey(series[1].options.dict, "forget plot")
       @test haskey(series[2].options.dict, "forget plot")
@@ -91,8 +91,8 @@ end
       scatter!(pic, rand(100), markersize = 6, c = :orange)
       Plots._update_plot_object(pic)
       axis_contents = Plots.pgfx_axes(pic.o)[1].contents
-      leg_entries = filter( x -> x isa PGFPlotsX.LegendEntry, axis_contents )
+      leg_entries = filter(x -> x isa PGFPlotsX.LegendEntry, axis_contents)
-      series = filter( x -> x isa PGFPlotsX.Plot, axis_contents )
+      series = filter(x -> x isa PGFPlotsX.Plot, axis_contents)
       @test length(leg_entries) == 2
       @test length(series) == 4
       @test haskey(series[1].options.dict, "forget plot")
@@ -106,7 +106,7 @@ end
       end), Plots._shape_keys)
       markers = reshape(markers, 1, length(markers))
       n = length(markers)
-      x = (range(0, stop = 10, length = n + 2))[2:(end - 1)]
+      x = (range(0, stop = 10, length = n + 2))[2:(end-1)]
       y = repeat(reshape(reverse(x), 1, :), n, 1)
       scatter(
          x,
@@ -231,7 +231,7 @@ end
       # TODO: support :semi
    end # testset
    @testset "Quiver" begin
-      x = (-2pi):0.2:(2 * pi)
+      x = (-2pi):0.2:(2*pi)
       y = sin.(x)
 
       u = ones(length(x))
@@ -255,7 +255,7 @@ end
       nodes = filter(x -> !isa(x, PGFPlotsX.Plot), axis_content)
       @test length(nodes) == 1
       mktempdir() do path
-         file_path =joinpath(path,"annotations.tex")
+         file_path = joinpath(path, "annotations.tex")
          @test_nowarn savefig(pgfx_plot, file_path)
          open(file_path) do io
             lines = readlines(io)
@@ -271,7 +271,7 @@ end
       nodes = filter(x -> !isa(x, PGFPlotsX.Plot), axis_content)
       @test length(nodes) == 3
       mktempdir() do path
-         file_path =joinpath(path,"annotations.tex")
+         file_path = joinpath(path, "annotations.tex")
          @test_nowarn savefig(pgfx_plot, file_path)
          open(file_path) do io
             lines = readlines(io)
@@ -296,12 +296,17 @@ end
       nodes = filter(x -> !isa(x, PGFPlotsX.Plot), axis_content)
       @test length(nodes) == 9
       mktempdir() do path
-         file_path =joinpath(path,"annotations.tex")
+         file_path = joinpath(path, "annotations.tex")
          @test_nowarn savefig(annotation_plot, file_path)
          open(file_path) do io
             lines = readlines(io)
             @test count(s -> occursin("node", s), lines) == 9
          end
+         # test .tikz extension
+         file_path = joinpath(path, "annotations.tikz")
+         @test_nowarn savefig(annotation_plot, file_path)
+         @test_nowarn open(file_path) do io
+         end
       end
    end # testset
    @testset "Ribbon" begin
@@ -314,16 +319,24 @@ end
       Plots._update_plot_object(ribbon_plot)
       axis = Plots.pgfx_axes(ribbon_plot.o)[1]
       plots = filter(x -> x isa PGFPlotsX.Plot, axis.contents)
-      @test length(plots) == 4
+      @test length(plots) == 3
-      @test !haskey(plots[1].options.dict, "fill")
+      @test haskey(plots[1].options.dict, "fill")
-      @test !haskey(plots[2].options.dict, "fill")
+      @test haskey(plots[2].options.dict, "fill")
       @test !haskey(plots[3].options.dict, "fill")
-      @test haskey(plots[4].options.dict, "fill")
       @test ribbon_plot.o !== nothing
       @test ribbon_plot.o.the_plot !== nothing
-      #    mktempdir() do path
+   end # testset
-      #       @test_nowarn savefig(ribbon_plot, path*"ribbon.svg")
+   @testset "Markers and Paths" begin
-      #    end
+      pl = plot(
+         5 .- ones(9),
+         markershape = [:utriangle, :rect],
+         markersize = 8,
+         color = [:red, :black],
+      )
+      Plots._update_plot_object(pl)
+      axis = Plots.pgfx_axes(pl.o)[1]
+      plots = filter(x -> x isa PGFPlotsX.Plot, axis.contents)
+      @test length(plots) == 9
    end # testset
 end # testset
 
@@ -334,15 +347,65 @@ end # testset
    @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")))
+   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"),
+      plot(1:5, title = "Line"),
-     scatter(1:5, title="Scatter", extra_kwargs=Dict(:subplot=>Dict("axis line shift" => "10pt")))
+      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")
+   pl = plot(
+      x -> x,
+      -1:1;
+      add = raw"\node at (0,0.5) {\huge hi};",
+      extra_kwargs = :subplot,
+   )
+   @test pl[1][:extra_kwargs] == Dict(:add => raw"\node at (0,0.5) {\huge hi};")
+   Plots._update_plot_object(pl)
+   axes = Plots.pgfx_axes(pl.o)
+   @test filter(x -> x isa String, axes[1].contents)[1] ==
+         raw"\node at (0,0.5) {\huge hi};"
+   plot!(pl)
+   @test pl[1][:extra_kwargs] == Dict(:add => raw"\node at (0,0.5) {\huge hi};")
+   Plots._update_plot_object(pl)
+   axes = Plots.pgfx_axes(pl.o)
+   @test filter(x -> x isa String, axes[1].contents)[1] ==
+         raw"\node at (0,0.5) {\huge hi};"
+end # testset
+
+@testset "Titlefonts" begin
+   pl = plot(1:5, title = "Test me", titlefont = (2, :left))
+   @test pl[1][:title] == "Test me"
+   @test pl[1][:titlefontsize] == 2
+   @test pl[1][:titlefonthalign] == :left
+   Plots._update_plot_object(pl)
+   ax_opt = Plots.pgfx_axes(pl.o)[1].options
+   @test ax_opt["title"] == "Test me"
+   @test(haskey(ax_opt.dict, "title style")) isa Test.Pass
+   pl = plot(1:5, plot_title = "Test me", plot_titlefont = (2, :left))
+   @test pl[:plot_title] == "Test me"
+   @test pl[:plot_titlefontsize] == 2
+   @test pl[:plot_titlefonthalign] == :left
+   pl = heatmap(
+      rand(3, 3),
+      colorbar_title = "Test me",
+      colorbar_titlefont = (12, :right),
+   )
+   @test pl[1][:colorbar_title] == "Test me"
+   @test pl[1][:colorbar_titlefontsize] == 12
+   @test pl[1][:colorbar_titlefonthalign] == :right
 end # testset

test/test_recipes.jl

@@ -0,0 +1,25 @@
+using Plots, Test
+@testset "lens!" begin
+    pl = plot(1:5)
+    lens!(pl, [1,2], [1,2], inset = (1, bbox(0.0,0.0,0.2,0.2)), colorbar = false)
+    @test length(pl.series_list) == 4
+    @test pl[2][:colorbar] == :none
+end # testset
+
+@testset "vline, vspan" begin
+    vl = vline([1], widen = false)
+    @test Plots.xlims(vl) == (1,2)
+    @test Plots.ylims(vl) == (1,2)
+    vl = vline([1], xlims=(0,2), widen = false)
+    @test Plots.xlims(vl) == (0,2)
+    vl = vline([1], ylims=(-3,5), widen = false)
+    @test Plots.ylims(vl) == (-3,5)
+
+    vsp = vspan([1,3], widen = false)
+    @test Plots.xlims(vsp) == (1,3)
+    @test Plots.ylims(vsp) == (0,1) # TODO: might be problematic on log-scales
+    vsp = vspan([1,3], xlims=(-2,5), widen = false)
+    @test Plots.xlims(vsp) == (-2,5)
+    vsp = vspan([1,3], ylims=(-2,5), widen = false)
+    @test Plots.ylims(vsp) == (-2,5)
+end # testset