Merge pull request #3307 from daschw/release

up version

.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 }}
-    strategy:
-      matrix:
-        julia-version: [1.2.0]
-        julia-arch: [x86]
-        os: [ubuntu-latest]
+    runs-on: 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 "TESTCMD=julia" >> $GITHUB_ENV
+      - name: Ubuntu TESTCMD
+        if: startsWith(matrix.os,'ubuntu')
+        run: echo "TESTCMD=xvfb-run --auto-servernum julia" >> $GITHUB_ENV
+
+      # 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: ${{ secrets.GITHUB_TOKEN }}
+          commit-message: Update precompile_*.jl file
+          title: "[AUTO] Update precompiles"
+          labels: SnoopCompile
+          branch: "Test_SnoopCompile_AutoPR_${{ github.ref }}"
+
+
+  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:
-    - cron: 0 * * * *
+  issue_comment:
+    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/benchmark.yml

@@ -0,0 +1,34 @@
+name: Run benchmarks
+
+on:
+  pull_request:
+
+jobs:
+  Benchmark:
+    if: "!contains(github.event.head_commit.message, '[skip ci]')"
+    env:
+      GKS_ENCODING: "utf8"
+      GKSwstype: "100"
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: julia-actions/setup-julia@latest
+        with:
+          version: 1
+
+      ## Setup
+      - name: Ubuntu TESTCMD
+        run: echo "TESTCMD=xvfb-run --auto-servernum julia" >> $GITHUB_ENV
+      - name: Install Plots dependencies
+        uses: julia-actions/julia-buildpkg@latest
+      - name: Install Benchmarking dependencies
+        run: julia -e 'using Pkg; pkg"add PkgBenchmark BenchmarkCI@0.1"'
+
+      - name: Run benchmarks
+        run: $TESTCMD -e 'using BenchmarkCI; BenchmarkCI.judge()'
+      - name: Print judgement
+        run: julia -e 'using BenchmarkCI; BenchmarkCI.displayjudgement()'
+      - name: Post results
+        run: julia -e 'using BenchmarkCI; BenchmarkCI.postjudge()'
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/ci.yml

@@ -11,68 +11,68 @@ defaults:
 jobs:
   CI:
     if: "!contains(github.event.head_commit.message, '[skip ci]')"
-    
     env:
       GKS_ENCODING: "utf8"
+      GKSwstype: "100"
 
+    name: Julia ${{ matrix.version }} - ${{ matrix.os }}
     runs-on: ${{ matrix.os }}
+    continue-on-error: ${{ matrix.version == 'nightly' }}
     strategy:
       fail-fast: false
       matrix:
-        julia_version:
-          - 'nightly'
+        version:
           - '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"
+        run: echo "TESTCMD=julia" >> $GITHUB_ENV
       - name: Ubuntu TESTCMD
         if: startsWith(matrix.os,'ubuntu')
-        run: echo ::set-env name=TESTCMD::"xvfb-run julia"
+        run: echo "TESTCMD=xvfb-run --auto-servernum julia" >> $GITHUB_ENV
 
-      # 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

@@ -10,3 +10,5 @@ deps/deps.jl
 Manifest.toml
 dev/
 test/tmpplotsave.hdf5
+/.benchmarkci
+/benchmark/*.json

Project.toml

@@ -1,7 +1,7 @@
 name = "Plots"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
 author = ["Tom Breloff (@tbreloff)"]
-version = "1.4.3"
+version = "1.10.5"
 
 [deps]
 Base64 = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
@@ -10,8 +10,9 @@ 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"
@@ -24,6 +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"
@@ -32,25 +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"
-GeometryTypes = "0.7, 0.8"
-JSON = "0.21"
+GR = "0.46, 0.47, 0.48, 0.49, 0.50, 0.51, 0.52, 0.53, 0.54"
+GeometryBasics = "0.2, 0.3.1"
+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"
-Reexport = "0.2"
+RecipesPipeline = "0.3"
+Reexport = "0.2, 1.0"
 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"
@@ -60,11 +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"]

benchmark/Project.toml

@@ -0,0 +1,5 @@
+[deps]
+BenchmarkCI = "20533458-34a3-403d-a444-e18f38190b5b"
+BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
+PkgBenchmark = "32113eaa-f34f-5b0d-bd6c-c81e245fc73d"
+Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"

benchmark/benchmarks.jl

@@ -0,0 +1,10 @@
+using BenchmarkTools
+using Plots
+
+const SUITE = BenchmarkGroup()
+julia_cmd = split(get(ENV, "TESTCMD", Base.JLOptions().julia_bin))
+
+SUITE["load_plot_display"] = @benchmarkable run(`$julia_cmd --startup-file=no --project -e 'using Plots; display(plot(1:0.1:10, sin.(1:0.1:10)))'`)
+SUITE["load"] = @benchmarkable run(`$julia_cmd --startup-file=no --project -e 'using Plots'`)
+SUITE["plot"] = @benchmarkable p = plot(1:0.1:10, sin.(1:0.1:10)) samples=1 evals=1
+SUITE["display"] = @benchmarkable display(p) setup=(p = plot(1:0.1:10, sin.(1:0.1:10))) samples=1 evals=1

deps/SnoopCompile/precompile/precompile_Plots.jl

@@ -0,0 +1,386 @@
+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(Type)),NamedTuple{(:label, :blank),Tuple{Symbol,Bool}},Type{EmptyLayout}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Type)),NamedTuple{(:label, :width, :height),Tuple{Symbol,Symbol,Length{:pct,Float64}}},Type{EmptyLayout}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Type)),NamedTuple{(:parent,),Tuple{GridLayout}},Type{Subplot},GRBackend})
+    Base.precompile(Tuple{Core.kwftype(typeof(Type)),NamedTuple{(:parent,),Tuple{GridLayout}},Type{Subplot},PlotlyBackend})
+    Base.precompile(Tuple{Core.kwftype(typeof(Type)),NamedTuple{(:parent,),Tuple{Subplot{GRBackend}}},Type{Subplot},GRBackend})
+    Base.precompile(Tuple{Core.kwftype(typeof(Type)),NamedTuple{(:parent,),Tuple{Subplot{PlotlyBackend}}},Type{Subplot},PlotlyBackend})
+    Base.precompile(Tuple{Core.kwftype(typeof(_make_hist)),NamedTuple{(:normed, :weights),Tuple{Bool,Array{Int64,1}}},typeof(_make_hist),Tuple{Array{Float64,1}},Symbol})
+    Base.precompile(Tuple{Core.kwftype(typeof(_make_hist)),NamedTuple{(:normed, :weights),Tuple{Bool,Nothing}},typeof(_make_hist),Tuple{Array{Float64,1},Array{Float64,1}},Int64})
+    Base.precompile(Tuple{Core.kwftype(typeof(_make_hist)),NamedTuple{(:normed, :weights),Tuple{Bool,Nothing}},typeof(_make_hist),Tuple{Array{Float64,1}},Symbol})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:flip,),Tuple{Bool}},typeof(attr!),Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:formatter,),Tuple{Symbol}},typeof(attr!),Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:formatter,),Tuple{typeof(datetimeformatter)}},typeof(attr!),Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:grid, :lims),Tuple{Bool,Tuple{Float64,Float64}}},typeof(attr!),Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:grid, :lims, :flip),Tuple{Bool,Tuple{Float64,Float64},Bool}},typeof(attr!),Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:grid,),Tuple{Bool}},typeof(attr!),Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:gridlinewidth, :grid, :gridalpha, :gridstyle, :foreground_color_grid),Tuple{Int64,Bool,Float64,Symbol,RGBA{Float64}}},typeof(attr!),Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:guide,),Tuple{String}},typeof(attr!),Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:lims, :flip, :ticks, :guide),Tuple{Tuple{Int64,Int64},Bool,StepRange{Int64,Int64},String}},typeof(attr!),Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:lims,),Tuple{Tuple{Float64,Float64}}},typeof(attr!),Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:lims,),Tuple{Tuple{Int64,Float64}}},typeof(attr!),Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:lims,),Tuple{Tuple{Int64,Int64}}},typeof(attr!),Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:rotation,),Tuple{Int64}},typeof(attr!),Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:scale, :guide),Tuple{Symbol,String}},typeof(attr!),Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:ticks,),Tuple{Nothing}},typeof(attr!),Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:ticks,),Tuple{UnitRange{Int64}}},typeof(attr!),Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(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(gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(gr_polyline),Array{Int64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(gr_polyline),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(gr_polyline),StepRange{Int64,Int64},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(gr_polyline),UnitRange{Int64},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(gr_polyline),UnitRange{Int64},UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(heatmap)),Any,typeof(heatmap),Any,Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(hline!)),Any,typeof(hline!),Any})
+    Base.precompile(Tuple{Core.kwftype(typeof(lens!)),Any,typeof(lens!),Any,Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:alpha, :seriestype),Tuple{Float64,Symbol}},typeof(plot!),Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:alpha, :seriestype),Tuple{Float64,Symbol}},typeof(plot!),Plot{GRBackend},Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:annotation,),Tuple{Array{Tuple{Int64,Float64,PlotText},1}}},typeof(plot!)})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:line, :seriestype),Tuple{Tuple{Int64,Symbol,Float64,Array{Symbol,2}},Symbol}},typeof(plot!),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:lw, :color),Tuple{Int64,Symbol}},typeof(plot!),Function,Float64,Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:lw, :color),Tuple{Int64,Symbol}},typeof(plot!),Plot{GRBackend},Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:marker, :series_annotations, :seriestype),Tuple{Tuple{Int64,Float64,Symbol},Array{Any,1},Symbol}},typeof(plot!),Plot{GRBackend},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:marker, :series_annotations, :seriestype),Tuple{Tuple{Int64,Float64,Symbol},Array{Any,1},Symbol}},typeof(plot!),Plot{PlotlyBackend},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(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(plot!)),NamedTuple{(:markersize, :c, :seriestype),Tuple{Int64,Symbol,Symbol}},typeof(plot!),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:seriestype, :inset),Tuple{Symbol,Tuple{Int64,BoundingBox{Tuple{Length{:w,Float64},Length{:h,Float64}},Tuple{Length{:w,Float64},Length{:h,Float64}}}}}},typeof(plot!),Array{Int64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:seriestype, :inset),Tuple{Symbol,Tuple{Int64,BoundingBox{Tuple{Length{:w,Float64},Length{:h,Float64}},Tuple{Length{:w,Float64},Length{:h,Float64}}}}}},typeof(plot!),Plot{GRBackend},Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:seriestype, :inset),Tuple{Symbol,Tuple{Int64,BoundingBox{Tuple{Length{:w,Float64},Length{:h,Float64}},Tuple{Length{:w,Float64},Length{:h,Float64}}}}}},typeof(plot!),Plot{PlotlyBackend},Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:seriestype,),Tuple{Symbol}},typeof(plot!),Array{Int64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:title,),Tuple{String}},typeof(plot!)})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:w,),Tuple{Int64}},typeof(plot!),Plot{GRBackend},Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:xgrid,),Tuple{Tuple{Symbol,Symbol,Int64,Symbol,Float64}}},typeof(plot!),Plot{GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:yaxis,),Tuple{Tuple{String,Symbol}}},typeof(plot!)})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Stroke},Array{Float64,1},String,Symbol}},typeof(plot!),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Stroke},Array{Float64,1},String,Symbol}},typeof(plot!),Plot{GRBackend},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Stroke},Array{Float64,1},String,Symbol}},typeof(plot!),Plot{PlotlyBackend},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:annotations, :leg),Tuple{Tuple{Int64,Float64,PlotText},Bool}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(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(plot)),NamedTuple{(:bins, :weights, :seriestype),Tuple{Symbol,Array{Int64,1},Symbol}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:color, :line, :marker),Tuple{Array{Symbol,2},Tuple{Symbol,Int64},Tuple{Array{Symbol,2},Int64,Float64,Stroke}}},typeof(plot),Array{Array{T,1} where T,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(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(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(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(plot)),NamedTuple{(:grid, :title),Tuple{Tuple{Symbol,Symbol,Symbol,Int64,Float64},String}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(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(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(plot)),NamedTuple{(:label,),Tuple{Array{String,2}}},typeof(plot),Array{AbstractArray{Float64,1},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :group, :linetype, :linecolor),Tuple{GridLayout,Array{String,1},Array{Symbol,2},Symbol}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :label, :fillrange, :fillalpha),Tuple{Tuple{Int64,Int64},String,Int64,Float64}},typeof(plot),Plot{GRBackend},Plot{GRBackend},Vararg{Plot{GRBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :label, :fillrange, :fillalpha),Tuple{Tuple{Int64,Int64},String,Int64,Float64}},typeof(plot),Plot{PlotlyBackend},Plot{PlotlyBackend},Vararg{Plot{PlotlyBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :link),Tuple{Int64,Symbol}},typeof(plot),Plot{GRBackend},Plot{GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :link),Tuple{Int64,Symbol}},typeof(plot),Plot{PlotlyBackend},Plot{PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(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(plot)),NamedTuple{(:layout, :t, :leg, :ticks, :border),Tuple{GridLayout,Array{Symbol,2},Bool,Nothing,Symbol}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :title, :titlelocation, :left_margin, :bottom_margin, :xrotation),Tuple{GridLayout,Array{String,2},Symbol,Array{Length{:mm,Float64},2},Length{:mm,Float64},Int64}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :xlims),Tuple{GridLayout,Tuple{Int64,Float64}}},typeof(plot),Plot{GRBackend},Plot{GRBackend},Vararg{Plot{GRBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:legend,),Tuple{Bool}},typeof(plot),Plot{GRBackend},Plot{GRBackend},Vararg{Plot{GRBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:legend,),Tuple{Bool}},typeof(plot),Plot{PlotlyBackend},Plot{PlotlyBackend},Vararg{Plot{PlotlyBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:legend,),Tuple{Symbol}},typeof(plot),Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:legend,),Tuple{Symbol}},typeof(plot),Plot{GRBackend},Plot{GRBackend},Vararg{Plot{GRBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:legend,),Tuple{Symbol}},typeof(plot),Plot{PlotlyBackend},Plot{PlotlyBackend},Vararg{Plot{PlotlyBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(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(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(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(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(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(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(plot)),NamedTuple{(:marker,),Tuple{Bool}},typeof(plot),Array{Union{Missing, Int64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(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(plot)),NamedTuple{(:nbins, :seriestype),Tuple{Int64,Symbol}},typeof(plot),Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(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(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(plot)),NamedTuple{(:projection, :seriestype),Tuple{Symbol,Symbol}},typeof(plot),Array{Int64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(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(plot)),NamedTuple{(:reg, :fill),Tuple{Bool,Tuple{Int64,Symbol}}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:ribbon,),Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}}}},typeof(plot),UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:ribbon,),Tuple{Tuple{LinRange{Float64},LinRange{Float64}}}},typeof(plot),UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:ribbon,),Tuple{typeof(sqrt)}},typeof(plot),UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(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(plot)),NamedTuple{(:seriestype,),Tuple{Symbol}},typeof(plot),Array{DateTime,1},UnitRange{Int64},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:seriestype,),Tuple{Symbol}},typeof(plot),Array{OHLC,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(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(plot)),NamedTuple{(:title, :l, :seriestype),Tuple{String,Float64,Symbol}},typeof(plot),Array{String,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:title,),Tuple{Array{String,2}}},typeof(plot),Plot{GRBackend},Plot{GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:title,),Tuple{Array{String,2}}},typeof(plot),Plot{PlotlyBackend},Plot{PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:title,),Tuple{String}},typeof(plot),Plot{GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:title,),Tuple{String}},typeof(plot),Plot{PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:w,),Tuple{Int64}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(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(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(plot)),NamedTuple{(:zcolor, :m, :leg, :cbar, :w),Tuple{StepRange{Int64,Int64},Tuple{Int64,Float64,Symbol,Stroke},Bool,Bool,Int64}},typeof(plot),Array{Float64,1},Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(portfoliocomposition)),Any,typeof(portfoliocomposition),Any,Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(scatter!)),Any,typeof(scatter!),Any,Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(scatter!)),Any,typeof(scatter!),Any})
+    Base.precompile(Tuple{Core.kwftype(typeof(test_examples)),NamedTuple{(:skip, :disp),Tuple{Array{Int64,1},Bool}},typeof(test_examples),Symbol})
+    Base.precompile(Tuple{Core.kwftype(typeof(test_examples)),NamedTuple{(:skip,),Tuple{Array{Int64,1}}},typeof(test_examples),Symbol})
+    Base.precompile(Tuple{Type{GridLayout},Int64,Vararg{Int64,N} where N})
+    Base.precompile(Tuple{Type{Shape},Array{Tuple{Float64,Float64},1}})
+    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},PortfolioComposition})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol,Any},Type{Val{:barbins}},Any,Any,Any})
+    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(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:quiver}},Plot{GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.add_series!),Plot{GRBackend},DefaultsDict})
+    Base.precompile(Tuple{typeof(RecipesPipeline.add_series!),Plot{PlotlyBackend},DefaultsDict})
+    Base.precompile(Tuple{typeof(RecipesPipeline.plot_setup!),Plot{GRBackend},Dict{Symbol,Any},Array{Dict{Symbol,Any},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.plot_setup!),Plot{PlotlyBackend},Dict{Symbol,Any},Array{Dict{Symbol,Any},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.preprocess_attributes!),Plot{GRBackend},DefaultsDict})
+    Base.precompile(Tuple{typeof(RecipesPipeline.process_userrecipe!),Plot{GRBackend},Array{Dict{Symbol,Any},1},Dict{Symbol,Any}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.process_userrecipe!),Plot{PlotlyBackend},Array{Dict{Symbol,Any},1},Dict{Symbol,Any}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plot{GRBackend},DefaultsDict,Symbol,Any})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plot{GRBackend},Dict{Symbol,Any},Symbol,Any})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plot{PlotlyBackend},DefaultsDict,Symbol,Any})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plot{PlotlyBackend},Dict{Symbol,Any},Symbol,Any})
+    Base.precompile(Tuple{typeof(_bin_centers),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}}})
+    Base.precompile(Tuple{typeof(_cbar_unique),Array{Int64,1},String})
+    Base.precompile(Tuple{typeof(_cbar_unique),Array{Nothing,1},String})
+    Base.precompile(Tuple{typeof(_cbar_unique),Array{PlotUtils.ContinuousColorGradient,1},String})
+    Base.precompile(Tuple{typeof(_cbar_unique),Array{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},1},String})
+    Base.precompile(Tuple{typeof(_cbar_unique),Array{Symbol,1},String})
+    Base.precompile(Tuple{typeof(_cycle),Array{Float64,1},Array{Int64,1}})
+    Base.precompile(Tuple{typeof(_cycle),Array{Float64,1},StepRange{Int64,Int64}})
+    Base.precompile(Tuple{typeof(_cycle),Array{Float64,1},UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(_cycle),Base.OneTo{Int64},Array{Int64,1}})
+    Base.precompile(Tuple{typeof(_cycle),StepRange{Int64,Int64},Array{Int64,1}})
+    Base.precompile(Tuple{typeof(_do_plot_show),Plot{GRBackend},Bool})
+    Base.precompile(Tuple{typeof(_do_plot_show),Plot{PlotlyBackend},Bool})
+    Base.precompile(Tuple{typeof(_heatmap_edges),Array{Float64,1},Bool})
+    Base.precompile(Tuple{typeof(_plot!),Plot,Any,Any})
+    Base.precompile(Tuple{typeof(_preprocess_barlike),DefaultsDict,Base.OneTo{Int64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(_preprocess_binlike),DefaultsDict,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(_replace_markershape),Array{Symbol,1}})
+    Base.precompile(Tuple{typeof(_update_min_padding!),GridLayout})
+    Base.precompile(Tuple{typeof(_update_subplot_args),Plot{GRBackend},Subplot{GRBackend},Dict{Symbol,Any},Int64,Bool})
+    Base.precompile(Tuple{typeof(_update_subplot_args),Plot{PlotlyBackend},Subplot{PlotlyBackend},Dict{Symbol,Any},Int64,Bool})
+    Base.precompile(Tuple{typeof(backend),PlotlyBackend})
+    Base.precompile(Tuple{typeof(bbox),Float64,Float64,Float64,Float64})
+    Base.precompile(Tuple{typeof(bbox),Length{:mm,Float64},Length{:mm,Float64},Length{:mm,Float64},Length{:mm,Float64}})
+    Base.precompile(Tuple{typeof(build_layout),GridLayout,Int64})
+    Base.precompile(Tuple{typeof(contour),Any,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(convert_to_polar),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1},Tuple{Int64,Float64}})
+    Base.precompile(Tuple{typeof(create_grid),Expr})
+    Base.precompile(Tuple{typeof(error_coords),Array{Float64,1},Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(error_zipit),Tuple{Array{Float64,1},Array{Float64,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(fakedata),Int64,Vararg{Int64,N} where N})
+    Base.precompile(Tuple{typeof(font),String,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(get_clims),Subplot{GRBackend},Series,Function})
+    Base.precompile(Tuple{typeof(get_minor_ticks),Subplot{GRBackend},Axis,Tuple{Array{Float64,1},Array{String,1}}})
+    Base.precompile(Tuple{typeof(get_minor_ticks),Subplot{GRBackend},Axis,Tuple{Array{Int64,1},Array{String,1}}})
+    Base.precompile(Tuple{typeof(get_series_color),Array{Symbol,1},Subplot{GRBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(get_series_color),Array{Symbol,1},Subplot{PlotlyBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(get_xy),Array{OHLC,1}})
+    Base.precompile(Tuple{typeof(get_xy),OHLC{Float64},Int64,Float64})
+    Base.precompile(Tuple{typeof(gr_add_legend),Subplot{GRBackend},NamedTuple{(:w, :h, :dy, :leftw, :textw, :rightw, :xoffset, :yoffset, :width_factor),NTuple{9,Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(gr_add_legend),Subplot{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(gr_display),Subplot{GRBackend},Length{:mm,Float64},Length{:mm,Float64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(gr_draw_colorbar),GRColorbar,Subplot{GRBackend},Tuple{Float64,Float64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(gr_draw_contour),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(gr_draw_grid),Subplot{GRBackend},Axis,Segments{Tuple{Float64,Float64}}})
+    Base.precompile(Tuple{typeof(gr_draw_heatmap),Series,Array{Float64,1},Array{Float64,1},Array{Float64,2},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_heatmap),Series,Base.OneTo{Int64},Base.OneTo{Int64},Array{Float64,2},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_marker),Series,Float64,Float64,Tuple{Float64,Float64},Int64,Int64,Int64,Symbol})
+    Base.precompile(Tuple{typeof(gr_draw_markers),Series,Array{Int64,1},Array{Float64,1},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_markers),Series,Base.OneTo{Int64},Array{Float64,1},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_markers),Series,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_segments),Series,Array{Float64,1},Array{Float64,1},Int64,Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_segments),Series,Base.OneTo{Int64},Array{Float64,1},Int64,Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_segments),Series,Base.OneTo{Int64},Array{Float64,1},Nothing,Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_segments),Series,Base.OneTo{Int64},UnitRange{Int64},Tuple{Array{Float64,1},Array{Float64,1}},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_segments),Series,StepRange{Int64,Int64},Array{Float64,1},Int64,Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_surface),Series,Array{Float64,1},Array{Float64,1},Array{Float64,1},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_surface),Series,Array{Float64,1},Array{Float64,1},Array{Float64,2},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(gr_get_ticks_size),Tuple{Array{Float64,1},Array{Any,1}},Int64})
+    Base.precompile(Tuple{typeof(gr_get_ticks_size),Tuple{Array{Float64,1},Array{String,1}},Int64})
+    Base.precompile(Tuple{typeof(gr_get_ticks_size),Tuple{Array{Int64,1},Array{String,1}},Int64})
+    Base.precompile(Tuple{typeof(gr_label_ticks),Subplot{GRBackend},Symbol,Tuple{Array{Float64,1},Array{String,1}}})
+    Base.precompile(Tuple{typeof(gr_label_ticks_3d),Subplot{GRBackend},Symbol,Tuple{Array{Float64,1},Array{String,1}}})
+    Base.precompile(Tuple{typeof(gr_polaraxes),Int64,Float64,Subplot{GRBackend}})
+    Base.precompile(Tuple{typeof(gr_polyline),Array{Float64,1},Array{Float64,1},Function})
+    Base.precompile(Tuple{typeof(gr_set_gradient),PlotUtils.ContinuousColorGradient})
+    Base.precompile(Tuple{typeof(heatmap_edges),Array{Float64,1},Symbol})
+    Base.precompile(Tuple{typeof(heatmap_edges),Base.OneTo{Int64},Symbol})
+    Base.precompile(Tuple{typeof(heatmap_edges),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Symbol})
+    Base.precompile(Tuple{typeof(heatmap_edges),UnitRange{Int64},Symbol})
+    Base.precompile(Tuple{typeof(ignorenan_extrema),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}}})
+    Base.precompile(Tuple{typeof(ignorenan_minimum),Array{Int64,1}})
+    Base.precompile(Tuple{typeof(iter_segments),Array{Float64,1},Array{Float64,1},UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(iter_segments),Array{Float64,1}})
+    Base.precompile(Tuple{typeof(iter_segments),Base.OneTo{Int64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(layout_args),Int64})
+    Base.precompile(Tuple{typeof(make_fillrange_side),UnitRange{Int64},Int64})
+    Base.precompile(Tuple{typeof(make_fillrange_side),UnitRange{Int64},LinRange{Float64}})
+    Base.precompile(Tuple{typeof(optimal_ticks_and_labels),Subplot{GRBackend},Axis,StepRange{Int64,Int64}})
+    Base.precompile(Tuple{typeof(optimal_ticks_and_labels),Subplot{GRBackend},Axis,UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(plot!),Any})
+    Base.precompile(Tuple{typeof(plot),Any,Any})
+    Base.precompile(Tuple{typeof(plot),Any})
+    Base.precompile(Tuple{typeof(processGridArg!),DefaultsDict,Bool,Symbol})
+    Base.precompile(Tuple{typeof(processGridArg!),Dict{Symbol,Any},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(processLineArg),Dict{Symbol,Any},Array{Symbol,2}})
+    Base.precompile(Tuple{typeof(processLineArg),Dict{Symbol,Any},Int64})
+    Base.precompile(Tuple{typeof(processLineArg),Dict{Symbol,Any},Symbol})
+    Base.precompile(Tuple{typeof(processMarkerArg),Dict{Symbol,Any},Array{Symbol,2}})
+    Base.precompile(Tuple{typeof(processMarkerArg),Dict{Symbol,Any},RGBA{Float64}})
+    Base.precompile(Tuple{typeof(processMarkerArg),Dict{Symbol,Any},Shape})
+    Base.precompile(Tuple{typeof(processMarkerArg),Dict{Symbol,Any},Stroke})
+    Base.precompile(Tuple{typeof(processMarkerArg),Dict{Symbol,Any},Symbol})
+    Base.precompile(Tuple{typeof(process_annotation),Subplot{GRBackend},Int64,Float64,PlotText})
+    Base.precompile(Tuple{typeof(process_annotation),Subplot{PlotlyBackend},Int64,Float64,PlotText})
+    Base.precompile(Tuple{typeof(process_axis_arg!),Dict{Symbol,Any},StepRange{Int64,Int64},Symbol})
+    Base.precompile(Tuple{typeof(process_axis_arg!),Dict{Symbol,Any},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(process_axis_arg!),Dict{Symbol,Any},Tuple{Int64,Int64},Symbol})
+    Base.precompile(Tuple{typeof(push!),Plot{GRBackend},Float64,Array{Float64,1}})
+    Base.precompile(Tuple{typeof(quiver_using_arrows),DefaultsDict})
+    Base.precompile(Tuple{typeof(quiver_using_hack),DefaultsDict})
+    Base.precompile(Tuple{typeof(reset_axis_defaults_byletter!)})
+    Base.precompile(Tuple{typeof(slice_arg),Array{Length{:mm,Float64},2},Int64})
+    Base.precompile(Tuple{typeof(slice_arg),Array{PlotUtils.ContinuousColorGradient,2},Int64})
+    Base.precompile(Tuple{typeof(slice_arg),Array{RGBA{Float64},2},Int64})
+    Base.precompile(Tuple{typeof(slice_arg),Array{String,2},Int64})
+    Base.precompile(Tuple{typeof(slice_arg),Array{Symbol,2},Int64})
+    Base.precompile(Tuple{typeof(slice_arg),Base.ReshapedArray{Int64,2,UnitRange{Int64},Tuple{}},Int64})
+    Base.precompile(Tuple{typeof(spy),Any})
+    Base.precompile(Tuple{typeof(straightline_data),Tuple{Float64,Float64},Tuple{Float64,Float64},Array{Float64,1},Array{Float64,1},Int64})
+    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(unzip),Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{typeof(vline!),Any})
+    Base.precompile(Tuple{typeof(xgrid!),Plot{GRBackend},Symbol,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(xlims),Subplot{PlotlyBackend}})
+    Base.precompile(Tuple{typeof(yaxis!),Any,Any})
+    let fbody = try __lookup_kwbody__(which(gr_polyline, (Array{Float64,1},Array{Float64,1},typeof(GR.fillarea),))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Symbol,Symbol,typeof(gr_polyline),Array{Float64,1},Array{Float64,1},typeof(GR.fillarea),))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(plot!, ())) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(plot!),))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(plot!, (Any,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(plot!),Any,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(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(plot, (Any,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(plot),Any,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(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(plot, (Plot,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(plot),Plot,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(plot, (Plot,Plot,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(plot),Plot,Plot,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(plot, (Plot,Plot,Vararg{Plot,N} where N,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(plot),Plot,Plot,Vararg{Plot,N} where N,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(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(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(title!, (AbstractString,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(title!),AbstractString,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(vline!, (Any,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(vline!),Any,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(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
+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 +1,8 @@
+using CompileBot
+
+snoop_bench(
+    BotConfig(
+        "Plots",
+    ),
+    joinpath(@__DIR__, "precompile_script.jl"),
+)

deps/SnoopCompile/snoop_bot.jl

@@ -0,0 +1,8 @@
+using CompileBot
+
+snoop_bot(
+    BotConfig(
+        "Plots",
+    ),
+    joinpath(@__DIR__, "precompile_script.jl"),
+)

deps/build.jl

@@ -1,18 +0,0 @@
-
-#TODO: download https://cdn.plot.ly/plotly-1.54.2.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-1.54.2.min.js")
-    if !isfile(local_fn)
-        @info("Cannot find deps/plotly-1.54.2.min.js... downloading latest version.")
-        download("https://cdn.plot.ly/plotly-1.54.2.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,
@@ -165,6 +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
 
@@ -192,11 +187,15 @@ import RecipesPipeline: SliceIt,
     datetimeformatter,
     timeformatter
 
+# Use fixed version of Plotly instead of the latest one for stable dependency
+# Ref: https://github.com/JuliaPlots/Plots.jl/pull/2779
+const _plotly_min_js_filename = "plotly-1.57.1.min.js"
+
 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")
@@ -229,8 +228,8 @@ 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 yticks!(plt::PlotOrSubplot, ticks::TicksArgs; kw...) where {T<:Real}           = plot!(plt; yticks = ticks, kw...)
+    global xticks!(plt::PlotOrSubplot, ticks::TicksArgs; kw...)             = plot!(plt; xticks = 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,
@@ -250,7 +249,6 @@ end
 
 const CURRENT_BACKEND = CurrentBackend(:none)
 
-include("precompile.jl")
-_precompile_()
+include("precompile_includer.jl")
 
 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 -vf format=yuv420p -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).",
@@ -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

@@ -1,33 +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)
-            error("Already an alias $alias => $(_keyAliases[alias])... can't also alias $sym")
+        if haskey(_keyAliases, alias) || 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[Symbol(replace(s, "_" => ""))] = arg 
-        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]
@@ -38,7 +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,
@@ -111,6 +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,
@@ -235,7 +273,7 @@ const _bar_width = 0.8
 # -----------------------------------------------------------------------------
 
 const _series_defaults = KW(
-    :label             => "AUTO",
+    :label             => :auto,
     :colorbar_entry    => true,
     :seriescolor       => :auto,
     :seriesalpha       => nothing,
@@ -280,20 +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,
@@ -360,10 +404,18 @@ const _subplot_defaults = KW(
     :right_margin             => :match,
     :bottom_margin            => :match,
     :subplot_index            => -1,
-    :colorbar_title           => "",
-    :framestyle               => :axes,
-    :camera                   => (30,30),
-    :extra_kwargs             => Dict()
+    :colorbar_title                  => "",
+    :colorbar_titlefontsize          => 10,
+    :colorbar_title_location         => :center,           # also :left or :right
+    :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(
@@ -468,7 +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]))
@@ -477,7 +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
@@ -488,9 +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
 
@@ -613,7 +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)
@@ -633,10 +681,10 @@ 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)
-    _keyAliases[makeplural(arg)] = arg
+for arg in _all_args
+    add_aliases(arg, makeplural(arg))
 end
-
+# add all non_underscored forms to the _keyAliases
 add_non_underscore_aliases!(_keyAliases)
 
 # -----------------------------------------------------------------------------
@@ -977,9 +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
@@ -1048,7 +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)
@@ -1129,7 +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
 
@@ -1285,11 +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,
 )
@@ -1515,8 +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
 
@@ -1569,6 +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]
@@ -1637,10 +1711,7 @@ function _update_series_attributes!(plotattributes::AKW, plt::Plot, sp::Subplot)
     end
 
     # set label
-    label = plotattributes[:label]
-    label = (label == "AUTO" ? "y$globalIndex" : label)
-    label = label in (:none, nothing, false) ? "" : label
-    plotattributes[:label] = label
+    plotattributes[:label] = label_to_string.(plotattributes[:label], globalIndex)
 
     _replace_linewidth(plotattributes)
    plotattributes
@@ -1661,3 +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

@@ -94,6 +94,12 @@ function attr!(axis::Axis, args...; kw...)
                 for vi in v
                     discrete_value!(axis, vi)
                 end
+            #could perhaps use TimeType here, as Date and DateTime are both subtypes of TimeType
+            # or could perhaps check if dateformatter or datetimeformatter is in use
+            elseif k == :lims && isa(v, Tuple{Date,Date})
+                plotattributes[k] = (v[1].instant.periods.value, v[2].instant.periods.value)
+            elseif k == :lims && isa(v, Tuple{DateTime,DateTime})
+                plotattributes[k] = (v[1].instant.periods.value, v[2].instant.periods.value)
             else
                 plotattributes[k] = v
             end
@@ -123,6 +129,14 @@ 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])
 
@@ -205,48 +219,52 @@ 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)
-    ticks = _transform_ticks(axis[:ticks])
-    ticks in (:none, nothing, false) && return nothing
+function get_ticks(sp::Subplot, axis::Axis; update = true)
+    if update || !haskey(axis.plotattributes, :optimized_ticks)
+        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
-    ticks = ticks == :native ? :auto : ticks
-
-    dvals = axis[:discrete_values]
-    cv, dv = if typeof(ticks) <: Symbol
-        if !isempty(dvals)
-            # discrete ticks...
-            n = length(dvals)
-            rng = if ticks == :auto
-                Int[round(Int,i) for i in range(1, stop=n, length=min(n,15))]
-            else # if ticks == :all
-                1:n
+            dvals = axis[:discrete_values]
+            cv, dv = if typeof(ticks) <: Symbol
+                if !isempty(dvals)
+                    # discrete ticks...
+                    n = length(dvals)
+                    rng = if ticks == :auto && n > 15
+                        Δ = ceil(Int, n / 10)
+                        Δ:Δ:n
+                    else # if ticks == :all
+                        1:n
+                    end
+                    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]
-        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)
+            axis.plotattributes[:optimized_ticks] = (cv, dv)
         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
-
-    return cv, dv
+    axis.plotattributes[:optimized_ticks]
 end
 
 _transform_ticks(ticks) = ticks
@@ -570,391 +588,269 @@ end
 # -------------------------------------------------------------------------
 
 # compute the line segments which should be drawn for this axis
-function axis_drawing_info(sp::Subplot)
-    xaxis, yaxis = sp[:xaxis], sp[:yaxis]
-    xmin, xmax = axis_limits(sp, :x)
-    ymin, ymax = axis_limits(sp, :y)
-    xticks = get_ticks(sp, xaxis)
-    yticks = get_ticks(sp, yaxis)
-    xminorticks = get_minor_ticks(sp, xaxis, xticks)
-    yminorticks = get_minor_ticks(sp, yaxis, yticks)
-    xaxis_segs = Segments(2)
-    yaxis_segs = Segments(2)
-    xtick_segs = Segments(2)
-    ytick_segs = Segments(2)
-    xgrid_segs = Segments(2)
-    ygrid_segs = Segments(2)
-    xminorgrid_segs = Segments(2)
-    yminorgrid_segs = Segments(2)
-    xborder_segs = Segments(2)
-    yborder_segs = Segments(2)
+function axis_drawing_info(sp, letter)
+    # find out which axis we are dealing with
+    asym = Symbol(letter, :axis)
+    isy = letter === :y
+    oletter = isy ? :x : :y
+    oasym = Symbol(oletter, :axis)
+
+    # get axis objects, ticks and minor ticks
+    ax, oax = sp[asym], sp[oasym]
+    amin, amax = axis_limits(sp, letter)
+    oamin, oamax = axis_limits(sp, oletter)
+    ticks = get_ticks(sp, ax, update = false)
+    minor_ticks = get_minor_ticks(sp, ax, ticks)
+
+    # initialize the segments
+    segments = Segments(2)
+    tick_segments = Segments(2)
+    grid_segments = Segments(2)
+    minorgrid_segments = Segments(2)
+    border_segments = Segments(2)
 
     if sp[:framestyle] != :none
-        # xaxis
-        y1, y2 = if sp[:framestyle] in (:origin, :zerolines)
+        oa1, oa2 = 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
-                    showticks = xticks[1] .!= 0
-                    xticks = (xticks[1][showticks], xticks[2][showticks])
+                if sp[:framestyle] == :origin && !(ticks in (:none, nothing, false)) && length(ticks) > 1
+                    i = findfirst(==(0), ticks[1])
+                    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))
-            f = RecipesPipeline.scale_func(yaxis[:scale])
-            invf = RecipesPipeline.inverse_scale_func(yaxis[:scale])
+        if !(ax[:ticks] in (:none, nothing, false))
+            f = RecipesPipeline.scale_func(oax[: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
-                t = invf(f(y1) + 0.012 * (f(y2) - f(y1)) * ticks_in)
-                (y1, t)
+                ticks_in = ax[:tick_direction] == :out ? -1 : 1
+                t = invf(f(oa1) + 0.012 * (f(oa2) - f(oa1)) * ticks_in)
+                (oa1, t)
             end
 
-            for xtick in xticks[1]
-                if xaxis[:showaxis]
-                    push!(xtick_segs, (xtick, tick_start), (xtick, tick_stop)) # bottom tick
+            for tick in ticks[1]
+                if ax[:showaxis]
+                    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)
-                    (y1, t)
+                    t = invf(f(oa1) + 0.006 * (f(oa2) - f(oa1)) * ticks_in)
+                    (oa1, t)
                 end
-                for xtick in xminorticks
-                    if xaxis[:showaxis]
-                        push!(xtick_segs, (xtick, tick_start), (xtick, tick_stop)) # bottom tick
+                for tick in minor_ticks
+                    if ax[:showaxis]
+                        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
-                end
-            end
-        end
-
-
-        # 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
+                    if ax[:minorgrid] 
+                        push!(
+                            minorgrid_segments,
+                            reverse_if((tick, oamin), isy),
+                            reverse_if((tick, oamax), isy),
+                        )
                     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 minor_ticks
+                    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

@@ -316,7 +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,
@@ -367,10 +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
 
@@ -429,6 +428,7 @@ const _plotly_seriestype = [
     :shape,
     :scattergl,
     :straightline,
+    :mesh3d
 ]
 const _plotly_style = [:auto, :solid, :dash, :dot, :dashdot]
 const _plotly_marker = [
@@ -471,7 +471,6 @@ const _pgfplots_attr = merge_with_base_supported([
     :polar,
     # :normalize, :weights, :contours,
     :aspect_ratio,
-    # :match_dimensions,
     :tick_direction,
     :framestyle,
     :camera,
@@ -487,7 +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
@@ -540,7 +539,6 @@ const _pyplot_attr = merge_with_base_supported([
     :polar,
     :normalize, :weights,
     :contours, :aspect_ratio,
-    :match_dimensions,
     :clims,
     :inset_subplots,
     :dpi,
@@ -626,7 +624,6 @@ const _hdf5_attr = merge_with_base_supported([
     :polar,
     :normalize, :weights,
     :contours, :aspect_ratio,
-    :match_dimensions,
     :clims,
     :inset_subplots,
     :dpi,
@@ -664,11 +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
@@ -704,7 +696,6 @@ const _inspectdr_attr = merge_with_base_supported([
     :polar,
 #    :normalize, :weights,
 #    :contours, :aspect_ratio,
-    :match_dimensions,
 #    :clims,
 #    :inset_subplots,
     :dpi,
@@ -765,7 +756,6 @@ const _pgfplotsx_attr = merge_with_base_supported([
     :ticks,
     :scale,
     :flip,
-    :match_dimensions,
     :titlefontfamily,
     :titlefontsize,
     :titlefonthalign,
@@ -828,6 +818,7 @@ const _pgfplotsx_seriestype = [
     :surface,
     :wireframe,
     :heatmap,
+    :mesh3d,
     :contour,
     :contour3d,
     :quiver,

src/backends/inspectdr.jl

@@ -79,6 +79,58 @@ end
 
 # ---------------------------------------------------------------------------
 
+function _inspectdr_getaxisticks(ticks, gridlines, xfrm)
+    TickCustom = InspectDR.TickCustom
+    _xfrm(coord) = InspectDR.axis2aloc(Float64(coord), xfrm.spec) #Ensure Float64 - in case
+
+    ttype = ticksType(ticks)
+    if ticks == :native
+        #keep current
+    elseif ttype == :ticks_and_labels
+        pos = ticks[1]; labels = ticks[2]; nticks = length(ticks[1])
+        newticks = TickCustom[TickCustom(_xfrm(pos[i]), labels[i]) for i in 1:nticks]
+        gridlines = InspectDR.GridLinesCustom(gridlines)
+        gridlines.major = newticks
+        gridlines.minor = []
+        gridlines.displayminor = false
+    elseif ttype == :ticks
+        nticks = length(ticks)
+        gridlines.major = Float64[_xfrm(t) for t in ticks]
+        gridlines.minor = []
+        gridlines.displayminor = false
+    elseif isnothing(ticks)
+        gridlines.major = []
+        gridlines.minor = []
+    else #Assume ticks == :native
+        #keep current
+    end
+
+    return gridlines #keep current
+end
+
+function _inspectdr_setticks(sp::Subplot, plot, strip, xaxis, yaxis)
+    InputXfrm1D = InspectDR.InputXfrm1D
+    _get_ticks(axis) = :native == axis[:ticks] ? (:native) : get_ticks(sp, axis)
+    wantnative(ticks) = (:native == ticks)
+
+    xticks = _get_ticks(xaxis)
+    yticks = _get_ticks(yaxis)
+
+    if wantnative(xticks) && wantnative(yticks)
+        #Don't "eval" tick values
+        return
+    end
+
+    #TODO: Allow InspectDR to independently "eval" x or y ticks
+    ext = InspectDR.getextents_aloc(plot, 1)
+    grid = InspectDR._eval(strip.grid, plot.xscale, strip.yscale, ext)
+    grid.xlines = _inspectdr_getaxisticks(xticks, grid.xlines, InputXfrm1D(plot.xscale))
+    grid.ylines = _inspectdr_getaxisticks(yticks, grid.ylines, InputXfrm1D(strip.yscale))
+    strip.grid = grid
+end
+
+# ---------------------------------------------------------------------------
+
 function _inspectdr_getscale(s::Symbol, yaxis::Bool)
 #TODO: Support :asinh, :sqrt
     kwargs = yaxis ? (:tgtmajor=>8, :tgtminor=>2) : () #More grid lines on y-axis
@@ -167,6 +219,7 @@ function _series_added(plt::Plot{InspectDRBackend}, series::Series)
     st = series[:seriestype]
     sp = series[:subplot]
     plot = sp.o
+    clims = get_clims(sp, series)
 
     #Don't do anything without a "subplot" object:  Will process later.
     if nothing == plot; return; end
@@ -256,8 +309,8 @@ For st in :shape:
         wfrm.glyph = InspectDR.glyph(
             shape = _inspectdr_mapglyph(series[:markershape]),
             size = _inspectdr_mapglyphsize(series[:markersize]),
-            color = _inspectdr_mapcolor(plot_color(series[:markerstrokecolor], series[:markerstrokealpha])),
-            fillcolor = _inspectdr_mapcolor(plot_color(series[:markercolor], series[:markeralpha])),
+            color = _inspectdr_mapcolor(plot_color(get_markerstrokecolor(series), get_markerstrokealpha(series))),
+            fillcolor = _inspectdr_mapcolor(plot_color(get_markercolor(series, clims), get_markeralpha(series))),
         )
     end
 
@@ -288,8 +341,8 @@ function _inspectdr_setupsubplot(sp::Subplot{InspectDRBackend})
     ygrid_show = yaxis[:grid]
 
     strip.grid = InspectDR.GridRect(
-    	vmajor=xgrid_show, # vminor=xgrid_show,
-    	hmajor=ygrid_show, # hminor=ygrid_show,
+        vmajor=xgrid_show, # vminor=xgrid_show,
+        hmajor=ygrid_show, # hminor=ygrid_show,
     )
 
         plot.xscale = _inspectdr_getscale(xaxis[:scale], false)
@@ -302,18 +355,27 @@ function _inspectdr_setupsubplot(sp::Subplot{InspectDRBackend})
             xmin, xmax = -rmax, rmax
             ymin, ymax = -rmax, rmax
         end
-        plot.xext = InspectDR.PExtents1D() #reset
-        strip.yext = InspectDR.PExtents1D() #reset
         plot.xext_full = InspectDR.PExtents1D(xmin, xmax)
         strip.yext_full = InspectDR.PExtents1D(ymin, ymax)
+        #Set current extents = full extents (needed for _eval(strip.grid,...))
+        plot.xext = plot.xext_full
+        strip.yext = strip.yext_full
+        _inspectdr_setticks(sp, plot, strip, xaxis, yaxis)
+
     a = plot.annotation
         a.title = sp[:title]
         a.xlabel = xaxis[:guide]; a.ylabels = [yaxis[:guide]]
 
     l = plot.layout
+        #IMPORTANT: Don't forget to actually register changes
+        #(TODO: need to find a better way to set layout properties)
         l[:frame_canvas].fillcolor = _inspectdr_mapcolor(sp[:background_color_subplot])
+            l[:frame_canvas] = l[:frame_canvas] #register changes
         l[:frame_data].fillcolor = _inspectdr_mapcolor(sp[:background_color_inside])
+            l[:frame_data] = l[:frame_data] #register changes
+
         l[:frame_data].line.color = _inspectdr_mapcolor(xaxis[:foreground_color_axis])
+            l[:frame_data] = l[:frame_data] #register changes
         l[:font_title] = InspectDR.Font(sp[:titlefontfamily],
             _inspectdr_mapptsize(sp[:titlefontsize]),
             color = _inspectdr_mapcolor(sp[:titlefontcolor])
@@ -334,6 +396,7 @@ function _inspectdr_setupsubplot(sp::Subplot{InspectDRBackend})
             color = _inspectdr_mapcolor(sp[:legendfontcolor])
         )
         l[:frame_legend].fillcolor = _inspectdr_mapcolor(sp[:background_color_legend])
+            l[:frame_legend] = l[:frame_legend] #register changes
 end
 
 # called just before updating layout bounding boxes... in case you need to prep
@@ -347,8 +410,9 @@ function _before_layout_calcs(plt::Plot{InspectDRBackend})
         #Don't use window_title... probably not what you want.
         #mplot.title = plt[:window_title]
     end
-    mplot.layout[:frame].fillcolor = _inspectdr_mapcolor(plt[:background_color_outside])
 
+    mplot.layout[:frame].fillcolor = _inspectdr_mapcolor(plt[:background_color_outside])
+        mplot.layout[:frame] = mplot.layout[:frame] #register changes
     resize!(mplot.subplots, length(plt.subplots))
     nsubplots = length(plt.subplots)
     for (i, sp) in enumerate(plt.subplots)

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 = nothing
-        if haskey(extra_plot_opt, :add)
-            extra_plot = wraptuple(pop!(extra_plot_opt,:add))
-        end
+        extra_plot, extra_plot_opt = pgfx_split_extra_opts(plt[:extra_plot_kwargs])
         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 ?
@@ -159,11 +163,12 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
                     ) => nothing,
                     "fill" => cstr,
                     "fill opacity" => a,
-                    "text opacity" =>     alpha(plot_color(sp[:legendfontcolor])),
+                    "text opacity" => alpha(plot_color(sp[:legendfontcolor])),
                     "font" => pgfx_font(
                         sp[:legendfontsize],
                         pgfx_thickness_scaling(sp),
                     ),
+                    "text" => plot_color(sp[:legendfontcolor]),
                 ),
                 "axis background/.style" => PGFPlotsX.Options(
                     "fill" => bgc_inside,
@@ -249,13 +254,10 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
             else
                 PGFPlotsX.Axis
             end
-            extra_sp_opt = sp[:extra_kwargs]
-            extra_sp = nothing
-            if haskey(extra_sp_opt, :add)
-                extra_sp = wraptuple(pop!(extra_sp_opt,:add))
-            end
+            extra_sp, extra_sp_opt = pgfx_split_extra_opts(sp[:extra_kwargs])
             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 +281,9 @@ 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 = nothing
-                if haskey(extra_series_opt, :add)
-                    extra_series = wraptuple(pop!(extra_series_opt,:add))
-                end
+                extra_series, extra_series_opt = pgfx_split_extra_opts(series[:extra_kwargs])
                 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 +292,11 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
                    !isfilledcontour(series) && series[:ribbon] === nothing
                     push!(series_opt, "area legend" => nothing)
                 end
-                if st in (:heatmap, :contour)
-                    push!(axis.options, "view" => "{0}{90}")
+                pgfx_add_series!(Val(st), axis, series_opt, series, series_func, opt)
+                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 +330,350 @@ 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
-    args = if st in (:contour, :contour3d)
-        opt[:x], opt[:y], Array(opt[:z])'
+    return if st in (:contour, :contour3d)
+        opt[:x], opt[:y], handle_surface(opt[:z])
     elseif st in (:heatmap, :surface, :wireframe)
         surface_to_vecs(opt[:x], opt[:y], opt[:z])
     elseif RecipesPipeline.is3d(st)
@@ -466,145 +682,12 @@ 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 +799,7 @@ 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 +808,11 @@ 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 +888,13 @@ 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 +927,12 @@ 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 +1062,7 @@ 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)
@@ -982,6 +1075,9 @@ 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

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))
-    [pcts[i1], pcts[i1]+pcts[i2]]
+    x_domain = [pcts[1], pcts[1] + pcts[3]]
+    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 letter in (:x,:y)
-        ax[:domain] = plotly_domain(sp, letter)
-        if RecipesPipeline.is3d(sp)
-            # don't link 3d axes for synchronized interactivity
-            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)")"
+    if anchor !== nothing
+        ax[:anchor] = anchor
+    end
+    if domain !== nothing
+        ax[:domain] = domain
     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 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$(spidx)") => plotly_axis(plt, sp[:zaxis], sp),
-
-                #2.6 multiplier set camera eye such that whole plot can be seen
-                :camera => KW(
-                    :eye => KW(
-                        :x => cosd(azim)*sind(theta)*2.6,
-                        :y => sind(azim)*sind(theta)*2.6,
-                        :z => cosd(theta)*2.6,
-                    ),
-                ),
-            )
-        elseif ispolar(sp)
+        if ispolar(sp)
             plotattributes_out[Symbol("angularaxis$(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)
-            # don't allow yaxis to be reupdated/reanchored in a linked subplot
-            spidx == y_idx ? plotattributes_out[Symbol("yaxis$(y_idx)")] = plotly_axis(plt, sp[:yaxis], sp) : nothing
+            x_domain, y_domain = plotly_domain(sp)
+            if RecipesPipeline.is3d(sp)
+                azim = sp[:camera][1] - 90 #convert azimuthal to match GR behaviour
+                theta = 90 - sp[:camera][2] #spherical coordinate angle from z axis
+                plotattributes_out[Symbol(:scene, spidx)] = KW(
+                    :domain => KW(:x => x_domain, :y => y_domain),
+                    Symbol("xaxis$(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)
-        plotly_surface_data(series, data)
+    if series[:seriestype] in (:heatmap, :contour, :surface, :wireframe, :mesh3d)
+        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)
-    plotattributes_out[:xaxis] = "x$(x_idx)"
-    plotattributes_out[:yaxis] = "y$(y_idx)"
+    if RecipesPipeline.is3d(sp)
+        spidx = length(plt.subplots) > 1 ? sp[:subplot_index] : ""
+        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], fillrng)
+                plotattributes_out_fillrange[:x], plotattributes_out_fillrange[:y] = concatenate_fillrange(x[rng], series[:fillrange])
                 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,
-        :opacity => 0,
+        :size => 1e-10,
+        :opacity => 1e-10,
         :color => [0.5],
         :cmin => cmin,
         :cmax => cmax,
@@ -823,31 +883,19 @@ plotly_series_json(plt::Plot) = JSON.json(plotly_series(plt), 4)
 html_head(plt::Plot{PlotlyBackend}) = plotly_html_head(plt)
 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-1.54.2.min.js"
+        use_local_dependencies[] ? ("file:///" * plotly_local_file_path[]) : "https://cdn.plot.ly/$(_plotly_min_js_filename)"
 
     include_mathjax = get(plt[:extra_plot_kwargs], :include_mathjax, "")
     mathjax_file = include_mathjax != "cdn" ? ("file://" * include_mathjax) : "https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.7/MathJax.js?config=TeX-MML-AM_CHTML"
     mathjax_head = include_mathjax == "" ? "" : "<script src=\"$mathjax_file\"></script>\n\t\t"
 
-    if isijulia() && !ijulia_initialized[]
-        # using requirejs seems to be key to load a js depency in IJulia!
-        # https://requirejs.org/docs/start.html
-        # https://github.com/JuliaLang/IJulia.jl/issues/345
-        display("text/html", """
-            <script type="text/javascript">
-                requirejs([$(repr(plotly))], function(p) {
-                    window.Plotly = p
-                });
-            </script>
-        """)
-        ijulia_initialized[] = true
+    if isijulia()
+        mathjax_head
+    else
+        "$mathjax_head<script src=$(repr(plotly))></script>"
     end
-    return "$mathjax_head<script src=$(repr(plotly))></script>"
 end
 
 function plotly_html_body(plt, style = nothing)
@@ -855,12 +903,34 @@ function plotly_html_body(plt, style = nothing)
         w, h = plt[:size]
         style = "width:$(w)px;height:$(h)px;"
     end
+
+    requirejs_prefix = ""
+    requirejs_suffix = ""
+    if isijulia()
+        # require.js adds .js automatically
+        plotly_no_ext =
+            use_local_dependencies[] ? ("file:///" * plotly_local_file_path[]) : "https://cdn.plot.ly/$(_plotly_min_js_filename)"
+        plotly_no_ext = plotly_no_ext[1:end-3]
+
+        requirejs_prefix = """
+            requirejs.config({
+                paths: {
+                    Plotly: '$(plotly_no_ext)'
+                }
+            });
+            require(['Plotly'], function (Plotly) {
+        """
+        requirejs_suffix = "});"
+    end
+
     uuid = UUIDs.uuid4()
     html = """
         <div id=\"$(uuid)\" style=\"$(style)\"></div>
         <script>
+        $(requirejs_prefix)
         PLOT = document.getElementById('$(uuid)');
         Plotly.plot(PLOT, $(plotly_series_json(plt)), $(plotly_layout_json(plt)));
+        $(requirejs_suffix)
         </script>
     """
     html

src/backends/plotlybase.jl

@@ -1,14 +1,14 @@
 function plotlybase_syncplot(plt::Plot)
-    plt.o = ORCA.PlotlyBase.Plot()
-    traces = ORCA.PlotlyBase.GenericTrace[]
+    plt.o = PlotlyBase.Plot()
+    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
-        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
-        x -> PyPlot.LaTeXStrings.latexstring(convert_sci_unicode(x))
-    end
+    PyPlot.LaTeXStrings.latexstring ∘ labelfunc_tex(scale)
 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
@@ -376,8 +372,10 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
     vmin, vmax = clims = get_clims(sp, series)
 
     # Dict to store extra kwargs
-    if st == :wireframe
-        extrakw = KW()          # vmin, vmax cause an error for wireframe plot
+    if st == :wireframe || st == :hexbin
+        # vmin, vmax cause an error for wireframe plot
+        # We are not supporting clims for hexbin as calculation of bins is not trivial
+        extrakw = KW()
     else
         extrakw = KW(:vmin => vmin, :vmax => vmax)
     end
@@ -406,7 +404,6 @@ 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 +434,19 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
             #     end
             #     push!(handles, handle)
             # else
-                for (i, rng) in enumerate(iter_segments(series))
-                    handle = ax."plot"((arg[rng] for arg in xyargs)...;
-                        label = i == 1 ? series[:label] : "",
-                        zorder = series[:series_plotindex],
-                        color = py_color(single_color(get_linecolor(series, clims, i)), get_linealpha(series, i)),
-                        linewidth = py_thickness_scale(plt, get_linewidth(series, i)),
-                        linestyle = py_linestyle(st, get_linestyle(series, i)),
-                        solid_capstyle = "round",
-                        drawstyle = py_stepstyle(st)
-                    )[1]
-                    push!(handles, handle)
-                end
+            for (i, rng) in enumerate(iter_segments(series, st))
+                handle = ax."plot"((arg[rng] for arg in xyargs)...;
+                                   label = i == 1 ? series[:label] : "",
+                                   zorder = series[:series_plotindex],
+                                   color = py_color(single_color(get_linecolor(series, clims, i)), get_linealpha(series, i)),
+                                   linewidth = py_thickness_scale(plt, get_linewidth(series, i)),
+                                   linestyle = py_linestyle(st, get_linestyle(series, i)),
+                                   solid_capstyle = "butt",
+                                   dash_capstyle = "butt",
+                                   drawstyle = py_stepstyle(st)
+                                   )[1]
+                push!(handles, handle)
+            end
             # end
 
             a = series[:arrow]
@@ -479,130 +477,32 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
     end
 
     # add markers?
-    if series[:markershape] != :none && st in (:path, :scatter, :path3d,
-                                          :scatter3d, :steppre, :steppost,
-                                          :bar)
-        markercolor = if any(typeof(series[arg]) <: AVec for arg in (:markercolor, :markeralpha)) || series[:marker_z] !== nothing
-            # py_color(plot_color.(get_markercolor.(series, clims, eachindex(x)), get_markeralpha.(series, eachindex(x))))
-            [py_color(plot_color(get_markercolor(series, clims, i), get_markeralpha(series, i))) for i in eachindex(x)]
-        else
-            py_color(plot_color(series[:markercolor], series[:markeralpha]))
-        end
-        extrakw[:c] = if markercolor isa Array
-            permutedims(hcat([[m...] for m in markercolor]...),[2,1])
-        elseif markercolor isa Tuple
-            reshape([markercolor...], 1, length(markercolor))
-        else
-            error("This case is not handled.  Please file an issue.")
-        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))]
+    if series[:markershape] != :none && st in (
+        :path, :scatter, :path3d, :scatter3d, :steppre, :steppost, :bar
+    )
+        for (i, rng) in enumerate(iter_segments(series, :scatter))
+            xyargs = if st == :bar && !isvertical(series)
+                if RecipesPipeline.is3d(sp)
+                    y[rng], x[rng], z[rng]
+                else
+                    y[rng], x[rng]
+                end        
+            else
+                if RecipesPipeline.is3d(sp)
+                    x[rng], y[rng], z[rng]
+                else 
+                    x[rng], y[rng]
                 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]),
-                s = py_thickness_scale(plt, series[:markersize]) .^2,
-                edgecolors = py_color(get_markerstrokecolor(series), get_markerstrokealpha(series)),
-                linewidths = py_thickness_scale(plt, series[:markerstrokewidth]),
+                marker = py_marker(_cycle(series[:markershape], i)),
+                s =  py_thickness_scale(plt, _cycle(series[:markersize], i)).^ 2,
+                facecolors = py_color(get_markercolor(series, i), get_markeralpha(series, i)),
+                edgecolors = py_color(get_markerstrokecolor(series, i), get_markerstrokealpha(series, i)),
+                linewidths = py_thickness_scale(plt, get_markerstrokewidth(series, i)),
                 extrakw...
             )
             push!(handles, handle)
@@ -610,31 +510,27 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
     end
 
     if st == :hexbin
-        handle = ax."hexbin"(x, y,
+        extrakw[:mincnt] = get(series[:extra_kwargs], :mincnt, nothing)
+        extrakw[:edgecolors] = get(series[:extra_kwargs], :edgecolors, py_color(get_linecolor(series)))
+        handle = ax."hexbin"(x, y;
             label = series[:label],
             C = series[:weights],
             gridsize = series[:bins]==:auto ? 100 : series[:bins],  # 100 is the default value
             linewidths = py_thickness_scale(plt, series[:linewidth]),
-            edgecolors = py_color(get_linecolor(series)),
             alpha = series[:fillalpha],
             cmap = py_fillcolormap(series),  # applies to the pcolorfast object
             zorder = series[:series_plotindex],
-            # extrakw...  # We are not supporting clims for hexbin as calculation of bins is not trivial
+            extrakw...
         )
         push!(handles, handle)
     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 +565,17 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
     end
 
     if st in (:surface, :wireframe)
-        if typeof(z) <: AbstractMatrix || typeof(z) <: Surface
-            x, y, z = map(Array, (x,y,z))
+        if z isa AbstractMatrix
             if !ismatrix(x) || !ismatrix(y)
-                x = repeat(x', length(y), 1)
-                y = repeat(y, 1, length(series[:x]))
+                x, y = repeat(x', length(y), 1), repeat(y, 1, length(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 +623,24 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
     end
 
     if st == :image
-        # @show typeof(z)
-        xmin, xmax = ignorenan_extrema(series[:x]); ymin, ymax = ignorenan_extrema(series[:y])
-        img = Array(transpose_z(series, z.surf))
-        z = if eltype(img) <: Colors.AbstractGray
-            float(img)
-        elseif eltype(img) <: Colorant
-            map(c -> Float64[red(c),green(c),blue(c),alpha(c)], img)
+        xmin, xmax = ignorenan_extrema(series[:x])
+        ymin, ymax = ignorenan_extrema(series[:y])
+        dx = (xmax - xmin) / (length(series[:x]) - 1) / 2
+        dy = (ymax - ymin) / (length(series[:y]) - 1) / 2
+        z = if eltype(z) <: Colors.AbstractGray
+            float(z)
+        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 +651,7 @@ 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 +737,17 @@ 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 +764,14 @@ 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
@@ -887,6 +802,9 @@ function py_set_scale(ax, sp::Subplot, axis::Axis)
     letter = axis[:letter]
     scale in supported_scales() || return @warn("Unhandled scale value in pyplot: $scale")
     func = getproperty(ax, Symbol("set_", letter, "scale"))
+    if PyPlot.version ≥ v"3.3" # https://matplotlib.org/3.3.0/api/api_changes.html
+        letter = Symbol("")
+    end
     kw = KW()
     arg = if scale == :identity
         "linear"
@@ -1005,9 +923,7 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
             end
             kw[:spacing] = "proportional"
 
-            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
@@ -1052,28 +968,61 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
             cb."formatter".set_powerlimits((-Inf, Inf))
             cb."update_ticks"()
 
-            for lab in cb."ax"."yaxis"."get_ticklabels"()
-                  lab."set_fontsize"(py_thickness_scale(plt, sp[:yaxis][:tickfontsize]))
-                  lab."set_family"(sp[:yaxis][:tickfontfamily])
-                  lab."set_color"(py_color(sp[:yaxis][:tickfontcolor]))
+            if sp[:colorbar] in (:top, :bottom)
+                axis = sp[:xaxis]  # colorbar inherits from x axis
+                cbar_axis = cb."ax"."xaxis"
+            else
+                axis = sp[:yaxis]  # colorbar inherits from y axis
+                cbar_axis = cb."ax"."yaxis"
             end
+
+            for lab in cbar_axis."get_ticklabels"()
+                  lab."set_fontsize"(py_thickness_scale(plt, axis[:tickfontsize]))
+                  lab."set_family"(axis[:tickfontfamily])
+                  lab."set_color"(py_color(axis[:tickfontcolor]))
+            end
+
+            # Adjust thickness of the cbar ticks
+            intensity = 0.5
+            cbar_axis."set_tick_params"(
+                direction = axis[:tick_direction] == :out ? "out" : "in",
+                width=py_thickness_scale(plt, intensity),
+                length= 5 * py_thickness_scale(plt, intensity)
+            )
+
+
+
+            cb.outline."set_linewidth"(py_thickness_scale(plt, 1))
+
             sp.attr[:cbar_handle] = cb
             sp.attr[:cbar_ax] = cbax
         end
 
+
         # framestyle
         if !ispolar(sp) && !RecipesPipeline.is3d(sp)
-            ax.spines["left"]."set_linewidth"(py_thickness_scale(plt, 1))
-            ax.spines["bottom"]."set_linewidth"(py_thickness_scale(plt, 1))
+            for pos in ("left", "right", "top", "bottom")
+                # Scale all axes by default first
+                ax.spines[pos]."set_linewidth"(py_thickness_scale(plt, 1))
+            end
+
+            # Then set visible some of them
             if sp[:framestyle] == :semi
                 intensity = 0.5
-                ax.spines["right"]."set_alpha"(intensity)
-                ax.spines["top"]."set_alpha"(intensity)
-                ax.spines["right"]."set_linewidth"(py_thickness_scale(plt, intensity))
-                ax.spines["top"]."set_linewidth"(py_thickness_scale(plt, intensity))
+
+                spine = sp[:yaxis][:mirror] ? "left" : "right"
+                ax.spines[spine]."set_alpha"(intensity)
+                ax.spines[spine]."set_linewidth"(py_thickness_scale(plt, intensity))
+
+                spine = sp[:xaxis][:mirror] ? "bottom" : "top"
+                ax.spines[spine]."set_linewidth"(py_thickness_scale(plt, intensity))
+                ax.spines[spine]."set_alpha"(intensity)
+            elseif sp[:framestyle] == :box
+                ax.tick_params(top=true)   # Add ticks too
+                ax.tick_params(right=true) # Add ticks too
             elseif sp[:framestyle] in (:axes, :origin)
-                ax.spines["right"]."set_visible"(false)
-                ax.spines["top"]."set_visible"(false)
+                sp[:xaxis][:mirror] ? ax.spines["bottom"]."set_visible"(false) : ax.spines["top"]."set_visible"(false)
+                sp[:yaxis][:mirror] ? ax.spines["left"]."set_visible"(false) : ax.spines["right"]."set_visible"(false)
                 if sp[:framestyle] == :origin
                     ax.spines["bottom"]."set_position"("zero")
                     ax.spines["left"]."set_position"("zero")
@@ -1087,6 +1036,16 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
                     ax."axvline"(x = 0, color = py_color(sp[:yaxis][:foreground_color_axis]), lw = py_thickness_scale(plt, 0.75))
                 end
             end
+
+            if sp[:xaxis][:mirror]
+                ax.xaxis."set_label_position"("top")     # the guides
+                sp[:framestyle] == :box ? nothing : ax.xaxis."tick_top"()
+            end
+
+            if sp[:yaxis][:mirror]
+                ax.yaxis."set_label_position"("right")     # the guides
+                sp[:framestyle] == :box ? nothing : ax.yaxis."tick_right"()
+            end
         end
 
         # axis attributes
@@ -1095,17 +1054,13 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
             PyPlot.PyCall.hasproperty(ax, axissym) || continue
             axis = sp[axissym]
             pyaxis = getproperty(ax, axissym)
-            if axis[:mirror] && letter != :z
-                pos = letter == :x ? "top" : "right"
-                pyaxis."set_label_position"(pos)     # the guides
-                pyaxis."set_ticks_position"("both")  # the hash marks
-                getproperty(pyaxis, Symbol(:tick_, pos))()        # the tick labels
-            end
+
             if axis[:guide_position] != :auto && letter != :z
                 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
@@ -1114,10 +1069,41 @@ 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)
@@ -1136,11 +1122,7 @@ 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,
@@ -1251,6 +1233,7 @@ function _update_min_padding!(sp::Subplot{PyPlotBackend})
     toppad    = 0mm
     rightpad  = 0mm
     bottompad = 0mm
+
     for bb in (py_bbox_axis(ax, "x"), py_bbox_axis(ax, "y"), py_bbox_title(ax), py_bbox_legend(ax))
         if ispositive(width(bb)) && ispositive(height(bb))
             leftpad   = max(leftpad,   left(plotbb) - left(bb))
@@ -1260,13 +1243,26 @@ function _update_min_padding!(sp::Subplot{PyPlotBackend})
         end
     end
 
-    # 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)
-        rightpad = rightpad + sp.attr[:cbar_width]
+    if haskey(sp.attr, :cbar_ax) # Treat colorbar the same way
+        ax = sp.attr[:cbar_handle]."ax"
+        for bb in (py_bbox_axis(ax, "x"), py_bbox_axis(ax, "y"), py_bbox_title(ax), )
+            if ispositive(width(bb)) && ispositive(height(bb))
+                leftpad   = max(leftpad,   left(plotbb) - left(bb))
+                toppad    = max(toppad,    top(plotbb)  - top(bb))
+                rightpad  = max(rightpad,  right(bb)    - right(plotbb))
+                bottompad = max(bottompad, bottom(bb)   - bottom(plotbb))
+            end
+        end
     end
 
+
+    # 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] = width(bb) + (sp[:colorbar_title] == "" ? 0px : 30px)
+    #     rightpad = rightpad + sp.attr[:cbar_width]
+    # end
+
     # add in the user-specified margin
     leftpad   += sp[:left_margin]
     toppad    += sp[:top_margin]
@@ -1360,14 +1356,17 @@ 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)),
@@ -1393,7 +1392,8 @@ 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 = GeometryTypes.Point2{Float64}
-const P3 = GeometryTypes.Point3{Float64}
+const P2 = GeometryBasics.Point2{Float64}
+const P3 = GeometryBasics.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),
@@ -640,6 +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}}(
@@ -656,6 +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)"
@@ -755,7 +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",
-    #             "Use the `axis` arguments.",
-    #             [
-    #               :(plot(Vector[randn(100), randn(100)*100], axis = [:l :r], ylabel="LEFT", yrightlabel="RIGHT", xlabel="X", title="TITLE"))
-    #             ]),
-
-    PlotExample(
+    PlotExample( # 6
         "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("", "", [:(
-        begin
-            using Random
-            Random.seed!(111)
-            plot!(Plots.fakedata(100, 10))
-        end
-    )]),
-    PlotExample(
+    PlotExample( # 18
+        "",
+        "",
+        [
+            :(
+                begin
+                    using Random
+                    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),
-                        scatter([atan, cos], 1, leg = false),
-                        plot(log, 1, xlims = (1, 10π), ylims = (0, 5), leg = false),
+                        plot([sin, cos], 1, ylims = (-1, 1), leg = false),
+                        scatter([atan, cos], 1, ylims = (-1, 1.5), 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, y, z, msw = 0),
+                        scatter(x, [x y]),
+                        scatter(x, y, z),
                         heatmap(x, y, surf),
                         wireframe(x, y, surf),
                         legend = :topleft
@@ -983,26 +985,143 @@ 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
+        x = range(0, 2π, length=9)
+        y = 0:4
+        z = (1:4) .+ (1:8)'
+        heatmap(x, y, 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],
-    :pyplot => [2, 25, 30, 31],
-    :plotlyjs => [2, 21, 24, 25, 30, 31],
-    :plotly => [2, 21, 24, 25, 30, 31],
-    :pgfplots => [2, 5, 6, 10, 16, 20, 22, 23, 25, 28, 30, 31, 34, 37, 38, 39],
+    :gr => [25, 30, 47],
+    :pyplot => [2, 25, 30, 31, 47, 49],
+    :plotlyjs => [2, 21, 24, 25, 30, 31, 49, 51],
+    :plotly => [2, 21, 24, 25, 30, 31, 49, 51],
     :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
@@ -54,9 +54,9 @@ function _ijulia_display_dict(plt::Plot)
     elseif output_type == :html
         mime = "text/html"
         out[mime] = sprint(show, MIME(mime), plt)
+        _ijulia__extra_mime_info!(plt, out)
     else
         error("Unsupported output type $output_type")
     end
-    _ijulia__extra_mime_info!(plt, out)
     out
 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
-        fn = joinpath(@__DIR__, "backends", "orca.jl")
+    @require PlotlyBase = "a03496cd-edff-5a9b-9e67-9cda94a718b5" begin
+        fn = joinpath(@__DIR__, "backends", "plotlybase.jl")
         include(fn)
     end
 
@@ -74,16 +78,17 @@ function __init__()
         end
     end
 
-    if haskey(ENV, "PLOTS_HOST_DEPENDENCY_LOCAL")
-        use_local_plotlyjs[] = ENV["PLOTS_HOST_DEPENDENCY_LOCAL"] == "true"
-        use_local_dependencies[] = isfile(plotly_local_file_path) && use_local_plotlyjs[]
-        if use_local_plotlyjs[] && !isfile(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")
+    if get(ENV, "PLOTS_HOST_DEPENDENCY_LOCAL", "false") == "true"
+        global plotly_local_file_path[] = joinpath(@get_scratch!("plotly"), _plotly_min_js_filename)
+        if !isfile(plotly_local_file_path[])
+            download("https://cdn.plot.ly/$(_plotly_min_js_filename)", plotly_local_file_path[])
         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,
-            r == 1  ? layout.minpad[2] : 0mm,
-            c == nc ? layout.minpad[3] : 0mm,
-            r == nr ? layout.minpad[4] : 0mm
+            c == 1  ? layout.minpad[1] : pad_left[c],
+            r == 1  ? layout.minpad[2] : pad_top[r],
+            c == nc ? layout.minpad[3] : pad_right[c],
+            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 +4,31 @@
 
 function RecipesPipeline.warn_on_recipe_aliases!(
     plt::Plot,
-    plotattributes,
-    recipe_type,
-    args...,
+    plotattributes::AKW,
+    recipe_type::Symbol,
+    @nospecialize(args)
 )
     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`."
+                if recipe_type == :user
+                    signature_string = RecipesPipeline.userrecipe_signature_string(args)
+                elseif recipe_type == :type
+                    signature_string = RecipesPipeline.typerecipe_signature_string(args)
+                elseif recipe_type == :plot
+                    signature_string = RecipesPipeline.plotrecipe_signature_string(args)
+                elseif recipe_type == :series
+                    signature_string = RecipesPipeline.seriesrecipe_signature_string(args)
+                else
+                    throw(ArgumentError("Invalid recipe type `$recipe_type`"))
+                end
+                @warn "Attribute alias `$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 +37,23 @@ 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
@@ -142,7 +141,7 @@ function _add_smooth_kw(kw_list::Vector{KW}, kw::AKW)
 end
 
 
-RecipesPipeline.get_axis_limits(plt::Plot, f, letter) = axis_limits(plt[1], letter)
+RecipesPipeline.get_axis_limits(plt::Plot, letter) = axis_limits(plt[1], letter)
 
 
 ## Plot recipes
@@ -328,7 +327,7 @@ 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

@@ -43,10 +43,11 @@ The main plot command. Use `plot` to create a new plot object, and `plot!` to ad
 
 There are lots of ways to pass in data, and lots of keyword arguments... just try it and it will likely work as expected.
 When you pass in matrices, it splits by columns. To see the list of available attributes, use the `plotattr([attr])`
-function, where `attr` is the symbol `:Series:`, `:Subplot:`, `:Plot` or `:Axis`. Pass any attribute to `plotattr`
-as a String to look up its docstring; e.g. `plotattr("seriestype")`.
+function, where `attr` is the symbol `:Series`, `:Subplot`, `:Plot`, or `:Axis`. Pass any attribute to `plotattr`
+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

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})
-    precompile(Tuple{typeof(Plots.gui), Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.gui), Plots.Plot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.guide_padding), Plots.Axis})
-    precompile(Tuple{typeof(Plots.guidefont), Plots.Axis})
-    precompile(Tuple{typeof(Plots.handleColors!), Base.Dict{Symbol, Any}, Array{Symbol, 2}, Symbol})
-    precompile(Tuple{typeof(Plots.handleColors!), Base.Dict{Symbol, Any}, ColorTypes.RGBA{Float64}, Symbol})
-    precompile(Tuple{typeof(Plots.handleColors!), Base.Dict{Symbol, Any}, Plots.Shape, Symbol})
-    precompile(Tuple{typeof(Plots.handleColors!), Base.Dict{Symbol, Any}, Symbol, Symbol})
-    precompile(Tuple{typeof(Plots.has_attribute_segments), Plots.Series})
-    precompile(Tuple{typeof(Plots.has_black_border_for_default), Symbol})
-    precompile(Tuple{typeof(Plots.hascolorbar), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.hascolorbar), Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.hasgrid), Symbol, Symbol})
-    precompile(Tuple{typeof(Plots.heatmap), Array{Dates.DateTime, 1}, Int})
-    precompile(Tuple{typeof(Plots.heatmap_edges), Array{Float64, 1}, Symbol, Array{Float64, 1}, Symbol, Tuple{Int64, Int64}})
-    precompile(Tuple{typeof(Plots.heatmap_edges), Array{Float64, 1}, Symbol, Base.UnitRange{Int64}, Symbol, Tuple{Int64, Int64}})
-    precompile(Tuple{typeof(Plots.heatmap_edges), Array{Float64, 1}, Symbol, Bool})
-    precompile(Tuple{typeof(Plots.heatmap_edges), Array{Float64, 1}, Symbol})
-    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})
-    precompile(Tuple{typeof(Plots.heatmap_edges), Base.UnitRange{Int64}, Symbol})
-    precompile(Tuple{typeof(Plots.ignorenan_extrema), Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.ignorenan_extrema), Array{Float64, 2}})
-    precompile(Tuple{typeof(Plots.ignorenan_extrema), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}})
-    precompile(Tuple{typeof(Plots.ignorenan_extrema), Base.StepRange{Int64, Int64}})
-    precompile(Tuple{typeof(Plots.ignorenan_extrema), Plots.Axis})
-    precompile(Tuple{typeof(Plots.ignorenan_maximum), Base.OneTo{Int64}})
-    precompile(Tuple{typeof(Plots.ignorenan_minimum), Array{Int64, 1}})
-    precompile(Tuple{typeof(Plots.ignorenan_minimum), Base.OneTo{Int64}})
-    precompile(Tuple{typeof(Plots.inline), Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.inline), Plots.Plot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.intersection_point), Float64, Float64, Float64, Float64, Float64, Float64})
-    precompile(Tuple{typeof(Plots.is_2tuple), Int64})
-    precompile(Tuple{typeof(Plots.is_2tuple), Symbol})
-    precompile(Tuple{typeof(Plots.is_2tuple), Tuple{Array{Float64, 1}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots.is_2tuple), Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.is_2tuple), Tuple{Int64, Float64}})
-    precompile(Tuple{typeof(Plots.is_2tuple), Tuple{Int64, Int64}})
-    precompile(Tuple{typeof(Plots.is_2tuple), Tuple{Int64, Measures.BoundingBox{Tuple{Measures.Length{:w, Float64}, Measures.Length{:h, Float64}}, Tuple{Measures.Length{:w, Float64}, Measures.Length{:h, Float64}}}}})
-    precompile(Tuple{typeof(Plots.is_axis_attr), Symbol})
-    precompile(Tuple{typeof(Plots.is_default_attribute), Symbol})
-    precompile(Tuple{typeof(Plots.is_marker_supported), Plots.GRBackend, Symbol})
-    precompile(Tuple{typeof(Plots.is_marker_supported), Plots.PlotlyBackend, Symbol})
-    precompile(Tuple{typeof(Plots.is_marker_supported), Plots.Shape})
-    precompile(Tuple{typeof(Plots.is_marker_supported), Plots.Stroke})
-    precompile(Tuple{typeof(Plots.is_marker_supported), Symbol})
-    precompile(Tuple{typeof(Plots.is_seriestype_supported), Plots.GRBackend, Symbol})
-    precompile(Tuple{typeof(Plots.is_seriestype_supported), Plots.PlotlyBackend, Symbol})
-    precompile(Tuple{typeof(Plots.is_seriestype_supported), Symbol})
-    precompile(Tuple{typeof(Plots.is_uniformly_spaced), Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.iscontour), Plots.Series})
-    precompile(Tuple{typeof(Plots.isijulia)})
-    precompile(Tuple{typeof(Plots.ispolar), Plots.Series})
-    precompile(Tuple{typeof(Plots.ispolar), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.ispolar), Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.isvertical), Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.isvertical), RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots.iter_segments), Array{Float64, 1}, Array{Float64, 1}, Int})
-    precompile(Tuple{typeof(Plots.iter_segments), Array{Float64, 1}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.iter_segments), Array{Int64, 1}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.iter_segments), Base.OneTo{Int64}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.iter_segments), Base.OneTo{Int64}, Base.UnitRange{Int64}})
-    precompile(Tuple{typeof(Plots.iter_segments), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.iter_segments), Base.StepRange{Int64, Int64}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.iter_segments), Base.UnitRange{Int64}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.iter_segments), Plots.Series})
-    precompile(Tuple{typeof(Plots.labelfunc), Symbol, Plots.GRBackend})
-    precompile(Tuple{typeof(Plots.labelfunc), Symbol, Plots.PlotlyBackend})
-    precompile(Tuple{typeof(Plots.layout_args), Base.Dict{Symbol, Any}, Int64})
-    precompile(Tuple{typeof(Plots.layout_args), Int64, Int64})
-    precompile(Tuple{typeof(Plots.layout_args), Int64, Plots.GridLayout})
-    precompile(Tuple{typeof(Plots.layout_args), Int64, Tuple{Int64, Int64}})
-    precompile(Tuple{typeof(Plots.layout_args), Int64})
-    precompile(Tuple{typeof(Plots.layout_args), Plots.GridLayout})
-    precompile(Tuple{typeof(Plots.layout_args), RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots.left), Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}})
-    precompile(Tuple{typeof(Plots.left), Measures.BoundingBox{Tuple{Measures.Length{:w, Float64}, Measures.Length{:h, Float64}}, Tuple{Measures.Length{:w, Float64}, Measures.Length{:h, Float64}}}})
-    precompile(Tuple{typeof(Plots.leftpad), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.leftpad), Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.legendfont), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.legendfont), Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.legendtitlefont), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.link_axes!), Array{RecipesBase.AbstractLayout, 1}, Symbol})
-    precompile(Tuple{typeof(Plots.link_axes!), Plots.Axis, Plots.Axis})
-    precompile(Tuple{typeof(Plots.link_axes!), Plots.Axis})
-    precompile(Tuple{typeof(Plots.link_axes!), Plots.GridLayout, Symbol})
-    precompile(Tuple{typeof(Plots.link_axes!), Plots.Subplot{Plots.GRBackend}, Symbol})
-    precompile(Tuple{typeof(Plots.link_axes!), Plots.Subplot{Plots.PlotlyBackend}, Symbol})
-    precompile(Tuple{typeof(Plots.link_subplots), Array{RecipesBase.AbstractLayout, 1}, Symbol})
-    precompile(Tuple{typeof(Plots.locate_annotation), Plots.Subplot{Plots.GRBackend}, Int64, Float64, Plots.PlotText})
-    precompile(Tuple{typeof(Plots.locate_annotation), Plots.Subplot{Plots.PlotlyBackend}, Int64, Float64, Plots.PlotText})
-    precompile(Tuple{typeof(Plots.make_fillrange_from_ribbon), Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.make_fillrange_side), Base.UnitRange{Int64}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.make_fillrange_side), Base.UnitRange{Int64}, Base.LinRange{Float64}})
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-    precompile(Tuple{typeof(Plots.make_fillrange_side), Base.UnitRange{Int64}, Int64})
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-    precompile(Tuple{typeof(Plots.make_steps), Array{Int64, 1}, Symbol})
-    precompile(Tuple{typeof(Plots.make_steps), Base.OneTo{Int64}, Symbol})
-    precompile(Tuple{typeof(Plots.make_steps), Nothing, Symbol})
-    precompile(Tuple{typeof(Plots.nanappend!), Array{Float64, 1}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.ohlc), Array{Plots.OHLC{T} where T<:Real, 1}})
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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.partialcircle), Float64, Float64, Int64, Int64})
-    precompile(Tuple{typeof(Plots.partialcircle), Int64, Float64, Int64, Int64})
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-    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}}}})
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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})
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-    precompile(Tuple{typeof(Plots.plotly_colorscale), PlotUtils.ContinuousColorGradient, Nothing})
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-    precompile(Tuple{typeof(Plots.plotly_data), Plots.Series, Symbol, Base.StepRange{Int64, Int64}})
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-    precompile(Tuple{typeof(Plots.plotly_data), Plots.Series, Symbol, Nothing})
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-    precompile(Tuple{typeof(Plots.plotly_font), Plots.Font, ColorTypes.RGBA{Float64}})
-    precompile(Tuple{typeof(Plots.plotly_font), Plots.Font})
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-    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, Base.StepRange{Int64, Int64}})
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-    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}})
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-    precompile(Tuple{typeof(Plots.replaceAliases!), Base.Dict{Symbol, Any}, Base.Dict{Symbol, Symbol}})
-    precompile(Tuple{typeof(Plots.replaceAliases!), RecipesPipeline.DefaultsDict, Base.Dict{Symbol, Symbol}})
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-    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 +1,20 @@
+should_precompile = true
+
+
+# Don't edit the following! Instead change the script for `snoop_bot`.
+ismultios = false
+ismultiversion = false
+# precompile_enclosure
+@static if !should_precompile
+    # nothing
+elseif !ismultios && !ismultiversion
+    @static if isfile(joinpath(
+        @__DIR__,
+        "../deps/SnoopCompile/precompile/precompile_Plots.jl",
+    ))
+        include("../deps/SnoopCompile/precompile/precompile_Plots.jl")
+        _precompile_()
+    end
+else
+
+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)
-    for i = 1:n
+    newz = z !== nothing ? zeros(3n) : nothing
+    for (i, (xi, yi, zi)) = enumerate(zip(x, y, z !== nothing ? z : 1:n))
         rng = (3i - 2):(3i)
-        newx[rng] = [x[i], x[i], NaN]
-        newy[rng] = [_cycle(fr, i), y[i], NaN]
+        newx[rng] = [xi, xi, NaN]
+        if z !== nothing
+            newy[rng] = [yi, yi, NaN]
+            newz[rng] = [_cycle(fr, i), zi, NaN]
+        else
+            newy[rng] = [_cycle(fr, i), yi, 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 := ""
-            primary := false
+            if z !== nothing
+                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)
-
-    match_dimensions := true
+    z := Surface(permutedims(float_weights))
     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)
-    empty!(plotattributes)
-    seriestype := :path
-    series_plotindex := backup[:series_plotindex]
+    nothing
 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)
-            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")
+        if is_3d
+            vx, vy, vz = if istuple(vi)
+                vi[1], vi[2], vi[3]
+            elseif isscalar(vi)
+                vi, vi, vi
+            elseif isa(vi, Function)
+                vi(xi, yi, zi)
+            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
-        fillcolor --> ColorGradient([:black, :white])
+        colorbar --> false
+        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
-        fillcolor --> ColorGradient([:black, :white])
+        colorbar --> false
+        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(p::GeometryTypes.Point) = [p]
+@recipe f(v::AVec{<:GeometryBasics.Point}) = RecipesPipeline.unzip(v)
+@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(
@@ -1416,16 +1520,16 @@ end
     yflip := true
     aspect_ratio := 1
     rs, cs, zs = Plots.findnz(z.surf)
-    xlims := ignorenan_extrema(cs)
-    ylims := ignorenan_extrema(rs)
-    if plotattributes[:markershape] == :none
-        markershape := :circle
-    end
-    if plotattributes[:markersize] == default(:markersize)
-        markersize := 1
-    end
+    xlims := widen(ignorenan_extrema(cs)..., get(plotattributes, :xscale, :identity))
+    ylims := widen(ignorenan_extrema(rs)..., get(plotattributes, :yscale, :identity))
+    markershape --> :circle
+    markersize --> 1
     markerstrokewidth := 0
-    marker_z := zs
+    if length(unique(zs)) == 1
+        seriescolor --> :black
+    else
+        marker_z := zs
+    end
     label := ""
     x := cs
     y := rs
@@ -1435,8 +1539,10 @@ 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 +1555,8 @@ 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...)
@@ -1518,3 +1626,5 @@ 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)
@@ -397,13 +420,13 @@ xlabel!(s::AbstractString; kw...)                = plot!(; xlabel = s, kw...)
 ylabel!(s::AbstractString; kw...)                = plot!(; ylabel = s, kw...)
 
 "Set xlims for an existing plot"
-xlims!(lims::Tuple{T,S}; kw...) where {T<:Real,S<:Real} = plot!(; xlims = lims, kw...)
+xlims!(lims::Tuple; kw...) = plot!(; xlims = lims, kw...)
 
 "Set ylims for an existing plot"
-ylims!(lims::Tuple{T,S}; kw...) where {T<:Real,S<:Real} = plot!(; ylims = lims, kw...)
+ylims!(lims::Tuple; kw...) = plot!(; ylims = lims, kw...)
 
 "Set zlims for an existing plot"
-zlims!(lims::Tuple{T,S}; kw...) where {T<:Real,S<:Real} = plot!(; zlims = lims, kw...)
+zlims!(lims::Tuple; kw...) = plot!(; zlims = lims, kw...)
 
 xlims!(xmin::Real, xmax::Real; kw...)                     = plot!(; xlims = (xmin,xmax), kw...)
 ylims!(ymin::Real, ymax::Real; kw...)                     = plot!(; ylims = (ymin,ymax), kw...)
@@ -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 [iter_segments(y)...]
-            else
-                return [i:(i + 1) for i in firstindex(y):lastindex(y)-1]
-            end
+            return [i:(i + 1) for i in firstindex(y):lastindex(y)-1]
         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::AMat, idx::Int) = size(v,1) == 1 ? v[1, mod1(idx, size(v,2))] : v[:, mod1(idx, size(v,2))]
+_cycle(v::AVec, idx::Int) = v[mod(idx, axes(v,1))]
+_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,$i} where T}},
-                   AVec{<:GeometryTypes.Point{$i}}}) = $(Expr(:tuple, (:([t[$j] for t in v]) for j=1:i)...))
+        RecipesPipeline.unzip(
+            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}},
-               AVec{<:Tuple{Vararg{T,N} where T}}}) where N = error("$N-dimensional unzip not implemented.")
-RecipesPipeline.unzip(v::Union{AVec{<:GeometryTypes.Point},
-               AVec{<:Tuple}}) = error("Can't unzip points of different dimensions.")
+RecipesPipeline.unzip(
+    ::Union{AVec{<:GeometryBasics.Point{N}}, AVec{<:Tuple{Vararg{T,N} where T}}}
+) where N = error("$N-dimensional unzip not implemented.")
+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)
@@ -206,30 +209,27 @@ 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)))
 
-function _heatmap_edges(v::AVec, isedges::Bool = false)
-    length(v) == 1 && return v[1] .+ [-0.5, 0.5]
+function _heatmap_edges(v::AVec, isedges::Bool = false, ispolar::Bool = false)
+    length(v) == 1 && return v[1] .+ [ispolar ? max(-v[1], -0.5) : -0.5, 0.5]
     if isedges return v end
     # `isedges = true` means that v is a vector which already describes edges
     # and does not need to be extended.
     vmin, vmax = ignorenan_extrema(v)
-    extra_min = (v[2] - v[1]) / 2
+    extra_min = ispolar ? min(v[1], (v[2] - v[1]) / 2) : (v[2] - v[1]) / 2
     extra_max = (v[end] - v[end - 1]) / 2
     vcat(vmin-extra_min, 0.5 * (v[1:end-1] + v[2:end]), vmax+extra_max)
 end
 
 "create an (n+1) list of the outsides of heatmap rectangles"
-function heatmap_edges(v::AVec, scale::Symbol = :identity, isedges::Bool = false)
+function heatmap_edges(v::AVec, scale::Symbol = :identity, isedges::Bool = false, ispolar::Bool = false)
     f, invf = RecipesPipeline.scale_func(scale), RecipesPipeline.inverse_scale_func(scale)
-    map(invf, _heatmap_edges(map(f,v), isedges))
+    map(invf, _heatmap_edges(map(f,v), isedges, ispolar))
 end
 
-function heatmap_edges(x::AVec, xscale::Symbol, y::AVec, yscale::Symbol, z_size::Tuple{Int, Int})
+function heatmap_edges(x::AVec, xscale::Symbol, y::AVec, yscale::Symbol, z_size::Tuple{Int, Int}, ispolar::Bool = false)
     nx, ny = length(x), length(y)
     # ismidpoints = z_size == (ny, nx) # This fails some tests, but would actually be
     # the correct check, since (4, 3) != (3, 4) and a missleading plot is produced.
@@ -241,7 +241,7 @@ function heatmap_edges(x::AVec, xscale::Symbol, y::AVec, yscale::Symbol, z_size:
                 or `size(z) == (length(y)+1, length(x)+1))` (x & y define edges).""")
     end
     x, y = heatmap_edges(x, xscale, isedges),
-           heatmap_edges(y, yscale, isedges)
+           heatmap_edges(y, yscale, isedges, ispolar) # special handle for `r` in polar plots 
     return x, y
 end
 
@@ -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.
-# it depends on whether the backend matches rows to x (transpose_on_match == true) or vice versa
-# 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
+handle_surface(z) = z
+handle_surface(z::Surface) = permutedims(z.surf)
 
 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)
-    frs = zeros(length(y))
-    for (i, (yi, ri)) in enumerate(zip(y, Base.Iterators.cycle(rib)))
-        frs[i] = yi + ri
+function make_fillrange_side(y::AVec, rib)
+    frs = zeros(axes(y))
+    for (i, yi) in pairs(y)
+        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
-# into a format that works
+# converts unicode scientific notation, as returned by Showoff,
+# 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))
-    # ensure consistent results
-    Random.seed!(1234)
+    default(size = (500, 300))
 
     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;
-                                skip = [],      # skip these examples (int index)
-                                only = nothing, # limit to these examples (int index)
-                                debug = false,  # print debug information?
-                                sigma = [1,1],  # number of pixels to "blur"
-                                tol = 1e-2)     # acceptable error (percent)
-  for i in 1:length(Plots._examples)
-    i in skip && continue
-    if only === nothing || i in only
-      @test image_comparison_tests(pkg, i, debug=debug, sigma=sigma, tol=tol) |> success == true
+function image_comparison_facts(
+    pkg::Symbol;
+    skip = [],      # skip these examples (int index)
+    only = nothing, # limit to these examples (int index)
+    debug = false,  # print debug information?
+    sigma = [1, 1],  # number of pixels to "blur"
+    tol = 1e-2,
+)     # acceptable error (percent)
+    for i = 1:length(Plots._examples)
+        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 +1,60 @@
+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
+    #@static if (haskey(ENV, "APPVEYOR") || haskey(ENV, "CI"))
+    @static if haskey(ENV, "APPVEYOR")
+        @info "Skipping display tests on AppVeyor"
+    else
+        @test isa(display(p), Nothing) == true
+        closeall()
+    end
+end # testset
+
+@testset "Date xlims" begin
+    y=[1.0*i*i for i in 1:10]
+    x=[Date(2019,11,i) for i in 1:10]
+    span = (Date(2019,10,31), Date(2019,11,11))
+
+    ref_xlims = map(date->date.instant.periods.value, span)
+
+    p = plot(x,y, xlims=span, widen = false)
+
+    @test Plots.xlims(p) == ref_xlims
+    #@static if (haskey(ENV, "APPVEYOR") || haskey(ENV, "CI"))
+    @static if haskey(ENV, "APPVEYOR")
+        @info "Skipping display tests on AppVeyor"
+    else
+        @test isa(display(p), Nothing) == true
+        closeall()
+    end
+end # testset
+
+@testset "DateTime xlims" begin
+    y=[1.0*i*i for i in 1:10]
+    x=[DateTime(2019,11,i,11) for i in 1:10]
+    span = (DateTime(2019,10,31,11,59,59), DateTime(2019,11,11,12,01,15))
+
+    ref_xlims = map(date->date.instant.periods.value, span)
+
+    p = plot(x,y, xlims=span, widen = false)
+    @test Plots.xlims(p) == ref_xlims
+    #@static if (haskey(ENV, "APPVEYOR") || haskey(ENV, "CI"))
+    @static if haskey(ENV, "APPVEYOR")
+        @info "Skipping display tests on AppVeyor"
+    else
+        @test isa(display(p), Nothing) == true
+        closeall()
+    end
+end # testset

test/runtests.jl

@@ -2,14 +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_components.jl")
+include("test_shorthands.jl")
+include("integration_dates.jl")
+include("test_recipes.jl")
 include("test_hdf5plots.jl")
 include("test_pgfplotsx.jl")
 
@@ -44,27 +69,27 @@ 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 +107,7 @@ 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
 
@@ -108,7 +133,7 @@ img_tol = is_ci() ? 1e-2 : Sys.islinux() ? 1e-3 : 0.1
         @test isa(p, Plots.Plot) == true
         @test isa(display(p), Nothing) == true
         p = plot([Dates.Date(2019, 1, 1), Dates.Date(2019, 2, 1)], [3, 4])
-        annotate!(p, [(Dates.Date(2019, 1, 15), 3.2, Plots.text("Test", :red, :center))])
+        annotate!(p, [(Dates.Date(2019, 1, 15), 3.2, :auto)])
         hline!(p, [3.1])
         @test isa(p, Plots.Plot) == true
         @test isa(display(p), Nothing) == true
@@ -177,7 +202,7 @@ 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_components.jl

@@ -0,0 +1,111 @@
+using Plots, Test
+
+@testset "Shapes" begin
+    @testset "Copy" begin
+        square = Shape([(0,0),(1,0),(1,1),(0,1)])
+        square2 = Shape(square)
+        @test square2.x == square.x
+        @test square2.y == square.y
+    end
+
+    @testset "Center" begin
+        square = Shape([(0,0),(1,0),(1,1),(0,1)])
+        @test Plots.center(square) == (0.5,0.5)
+    end
+
+    @testset "Translate" begin
+        square = Shape([(0,0),(1,0),(1,1),(0,1)])
+        squareUp = Shape([(0,1),(1,1),(1,2),(0,2)])
+        squareUpRight = Shape([(1,1),(2,1),(2,2),(1,2)])
+
+        @test Plots.translate(square,0,1).x == squareUp.x
+        @test Plots.translate(square,0,1).y == squareUp.y
+
+        @test Plots.center(translate!(square,1)) == (1.5,1.5)
+    end
+
+    @testset "Rotate" begin
+        # 2 radians rotation matrix
+        R2 = [cos(2) sin(2); -sin(2) cos(2)]
+        coords = [0 0; 1 0; 1 1; 0 1]'
+        coordsRotated2 = R2*(coords.-0.5).+0.5
+
+        square = Shape([(0,0),(1,0),(1,1),(0,1)])
+
+        # make a new, rotated square
+        square2 = Plots.rotate(square, -2)
+        @test square2.x ≈ coordsRotated2[1,:]
+        @test square2.y ≈ coordsRotated2[2,:]
+
+        # unrotate the new square in place
+        rotate!(square2, 2)
+        @test square2.x ≈ coords[1,:]
+        @test square2.y ≈ coords[2,:]
+    end
+end
+
+@testset "Brush" begin
+    @testset "Colors" begin
+        baseline = brush(1, RGB(0,0,0))
+        @test brush(:black) == baseline
+        @test brush("black") == baseline
+    end
+    @testset "Weight" begin
+        @test brush(10).size == 10
+        @test brush(0.1).size == 1
+    end
+    @testset "Alpha" begin
+        @test brush(0.4).alpha == 0.4
+        @test brush(20).alpha == nothing
+    end
+    @testset "Bad Argument" begin
+        # using test_logs because test_warn seems to not work anymore
+        @test_logs (:warn,"Unused brush arg: nothing (Nothing)") begin
+            brush(nothing)
+        end
+    end
+end
+
+@testset "Fonts" begin
+    @testset "Scaling" begin
+        sizesToCheck = [:titlefontsize, :legendfontsize, :legendtitlefontsize,
+            :xtickfontsize, :ytickfontsize, :ztickfontsize,
+            :xguidefontsize, :yguidefontsize, :zguidefontsize,]
+        # get inital font sizes
+        initialSizes = [Plots.default(s) for s in sizesToCheck ]
+
+        #scale up font sizes
+        scalefontsizes(2)
+
+        # get inital font sizes
+        doubledSizes = [Plots.default(s) for s in sizesToCheck ]
+
+        @test doubledSizes == initialSizes*2
+
+        # reset font sizes
+        resetfontsizes()
+
+        finalSizes = [Plots.default(s) for s in sizesToCheck ]
+
+        @test finalSizes == initialSizes
+    end
+end
+
+@testset "Series Annotations" begin
+    square = Shape([(0,0),(1,0),(1,1),(0,1)])
+    @test_logs (:warn,"Unused SeriesAnnotations arg: triangle (Symbol)") begin
+        p = plot([1,2,3],
+            series_annotations=(["a"],
+                                 2,    # pass a scale factor
+                                 (1,4), # pass two scale factors (overwrites first one)
+                                 square, # pass a shape
+                                 font(:courier), # pass an annotation font
+                                 :triangle  # pass an incorrect argument
+                            ))
+        sa = p.series_list[1].plotattributes[:series_annotations]
+        @test sa.strs == ["a"]
+        @test sa.font.family == "courier"
+        @test sa.baseshape == square
+        @test sa.scalefactor == (1,4)
+    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" ""] )
-      scatter!(legends_plot, rand(5) )
+      legends_plot = plot(rand(5, 2), lab = ["1" ""])
+      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 )
-      series = filter( x -> x isa PGFPlotsX.Plot, axis_contents )
+      leg_entries = filter(x -> x isa PGFPlotsX.LegendEntry, 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 )
-      series = filter( x -> x isa PGFPlotsX.Plot, axis_contents )
+      leg_entries = filter(x -> x isa PGFPlotsX.LegendEntry, 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 !haskey(plots[1].options.dict, "fill")
-      @test !haskey(plots[2].options.dict, "fill")
+      @test length(plots) == 3
+      @test haskey(plots[1].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
-      #       @test_nowarn savefig(ribbon_plot, path*"ribbon.svg")
-      #    end
+   end # testset
+   @testset "Markers and Paths" begin
+      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"),
-     scatter(1:5, title="Scatter", extra_kwargs=Dict(:subplot=>Dict("axis line shift" => "10pt")))
+      plot(1:5, title = "Line"),
+      scatter(
+         1:5,
+         title = "Scatter",
+         extra_kwargs = Dict(:subplot => Dict("axis line shift" => "10pt")),
+      ),
    )
    Plots._update_plot_object(pl)
    axes = Plots.pgfx_axes(pl.o)
    @test !haskey(axes[1].options.dict, "axis line shift")
    @test haskey(axes[2].options.dict, "axis line shift")
+   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 +1,33 @@
+using Plots, Test
+using OffsetArrays
+
+@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
+
+@testset "offset axes" begin
+    tri = OffsetVector(vcat(1:5, 4:-1:1), 11:19)
+    sticks = plot(tri, seriestype = :sticks)
+    @test length(sticks) == 1
+end

test/test_shorthands.jl

@@ -0,0 +1,48 @@
+using Plots, Test
+
+@testset "Shorthands" begin
+    @testset "Set Lims" begin
+        p = plot(rand(10))
+
+        xlims!((1,20))
+        @test xlims(p) == (1,20)
+
+        ylims!((-1,1))
+        @test ylims(p) == (-1,1)
+
+        zlims!((-1,1))
+        @test zlims(p) == (-1,1)
+
+        xlims!(-1,11)
+        @test xlims(p) == (-1,11)
+
+        ylims!((-10,10))
+        @test ylims(p) == (-10,10)
+
+        zlims!((-10,10))
+        @test zlims(p) == (-10,10)
+    end
+
+    @testset "Set Ticks" begin
+        p = plot([0,2,3,4,5,6,7,8,9,10])
+
+        xticks = 2:6
+        xticks!(xticks)
+        @test Plots.get_subplot(current(),1).attr[:xaxis][:ticks] == xticks
+
+        yticks = 0.2:0.1:0.7
+        yticks!(yticks)
+        @test Plots.get_subplot(current(),1).attr[:yaxis][:ticks] == yticks
+
+        xticks = [5,6,7.5]
+        xlabels = ["a","b","c"]
+
+        xticks!(xticks, xlabels)
+        @test Plots.get_subplot(current(),1).attr[:xaxis][:ticks] == (xticks, xlabels)
+
+        yticks = [.5,.6,.75]
+        ylabels = ["z","y","x"]
+        yticks!(yticks, ylabels)
+        @test Plots.get_subplot(current(),1).attr[:yaxis][:ticks] == (yticks, ylabels)
+    end
+end