remove math font from tick font dict

Co-authored-by: BeastyBlacksmith <BeastyBlacksmith@users.noreply.github.com>

.github/ISSUE_TEMPLATE/bug.md

@@ -20,10 +20,11 @@ Backend      | yes | no  | untested
 -------------|-----|-----|---------
 gr (default) |     |     |
 pyplot       |     |     |
-plotly       |     |     |
 plotlyjs     |     |     |
 pgfplotsx    |     |     |
+unicodeplots |     |     |
 inspectdr    |     |     |
+gaston       |     |     |
 
 ### Versions
 

.github/workflows/SnoopCompile.yml

@@ -1,9 +1,11 @@
+# NOTE: this file should be named 'SnoopCompile.yml', cf github.com/aminya/CompileBot.jl/blob/master/src/CompileBot.jl#L57
+
 name: SnoopCompile
 
 on:
   push:
     branches:
-    #  - 'master'  # NOTE: to run the bot only on pushes to master
+      - master  # NOTE: to run the bot only on pushes to master
 
 defaults:
   run:
@@ -14,14 +16,19 @@ jobs:
     if: "!contains(github.event.head_commit.message, '[skip ci]')"
     env:
       GKS_ENCODING: "utf8"
-      GKSwstype: "100"
+      GKSwstype: "nul"
       PLOTS_TEST: "true"
     runs-on: ${{matrix.os}}
+    continue-on-error: ${{ matrix.version == '~1.8.0-0' }}
     strategy:
       fail-fast: false
       matrix:
         version:   # NOTE: the versions below should match those in your botconfig
-          - '1'
+          - '1.6'       # ⎤
+          - '1.7'       # |
+          - '~1.8.0-0'  # |
+          # - 'nightly'   # ⎦ <<< keep these versions in sync with deps/SnoopCompile/snoop_bot_config.jl
+          # ^^^^^^^^^ for 'nightly', see github.com/JuliaPlots/Plots.jl/issues/4079
         os:        # NOTE: should match the os setting of your botconfig
           - ubuntu-latest
         arch:
@@ -33,11 +40,20 @@ jobs:
         with:
           version: ${{matrix.version}}
           
+      - name: Set Swap Space
+        uses: pierotofy/set-swap-space@master
+        with:
+          swap-size-gb: 10  # required (not enough memory on github actions virtual machine)
+
       - 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();'
-
+          cat /proc/cpuinfo
+          cat /proc/meminfo
+          cat /proc/swaps
+          free
+          df -h
+          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
@@ -69,7 +85,9 @@ jobs:
         uses: actions/download-artifact@v2
 
       - name: CompileBot postprocess
-        run: julia -e 'using Pkg; Pkg.add( PackageSpec(name = "CompileBot", version = "1") ); using CompileBot; CompileBot.postprocess();'
+        run: |
+          if ! grep -m1 -q 'format: off' artifact/src/precompile_includer.jl; then sed -i '1 i\#! format: off' artifact/src/precompile_includer.jl; fi
+          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
@@ -82,7 +100,6 @@ jobs:
             no changelog
           branch: "Test_SnoopCompile_AutoPR_${{ github.ref }}"
 
-
   Skip:
     if: "contains(github.event.head_commit.message, '[skip ci]')"
     runs-on: ubuntu-latest

.github/workflows/TagBot.yml

@@ -12,3 +12,4 @@ jobs:
       - uses: JuliaRegistries/TagBot@v1
         with:
           token: ${{ secrets.GITHUB_TOKEN }}
+          ssh: ${{ secrets.TAGBOT_KEY }}

.github/workflows/benchmark.yml

@@ -11,7 +11,7 @@ jobs:
       - uses: actions/checkout@v2
       - uses: julia-actions/setup-julia@latest
         with:
-          version: 1
+          version: '1.7'
 
       # Setup
       - name: Ubuntu TESTCMD

.github/workflows/ci.yml

@@ -2,6 +2,8 @@ name: ci
 
 on:
   push:
+    branches:
+      - master
   pull_request:
 
 defaults:
@@ -13,7 +15,7 @@ jobs:
     if: "!contains(github.event.head_commit.message, '[skip ci]')"
     env:
       GKS_ENCODING: "utf8"
-      GKSwstype: "100"
+      GKSwstype: "nul"
 
     name: Julia ${{ matrix.version }} - ${{ matrix.os }}
     runs-on: ${{ matrix.os }}
@@ -22,8 +24,8 @@ jobs:
       fail-fast: false
       matrix:
         version:
-          - '1'
-          - 'nightly'
+          - '1.6' # LTS
+          - '1.7' # latest stable
         os:
           - ubuntu-latest
           - windows-latest
@@ -31,9 +33,11 @@ jobs:
         arch:
           - x64
           # - x86
+        include:
+          - version: 'nightly'
+            os: ubuntu-latest
 
     steps:
-
       # Setup environment
       - uses: actions/checkout@v2
       - uses: julia-actions/setup-julia@latest
@@ -51,19 +55,16 @@ jobs:
             ${{ runner.os }}-test-
             ${{ runner.os }}-
 
-      ## 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
-
       # 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
+        run: |
+          echo "TESTCMD=xvfb-run --auto-servernum julia" >> $GITHUB_ENV
+          sudo apt-get -y update
+          sudo apt-get -y install gnuplot poppler-utils texlive-{latex-base,latex-extra,luatex}
+          sudo fc-cache -vr
 
       # Julia Dependencies
       - name: Install Julia dependencies
@@ -78,7 +79,9 @@ jobs:
 
       # Codecov
       - uses: julia-actions/julia-processcoverage@v1
-      - uses: codecov/codecov-action@v1
+        if: startsWith(matrix.os,'ubuntu')
+      - uses: codecov/codecov-action@v2
+        if: startsWith(matrix.os,'ubuntu')
         with:
           file: lcov.info
 

.github/workflows/docs.yml

@@ -1,6 +1,7 @@
 name: docs
 
 on:
+ workflow_dispatch:
  push:
   branches:
     - master
@@ -8,7 +9,7 @@ on:
  
 jobs:
   Build_docs:
-    runs-on: ubuntu-18.04
+    runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v2
         with:
@@ -25,32 +26,9 @@ jobs:
             ${{runner.os}}-test-${{env.cache-name}}-
             ${{runner.os}}-test-
             ${{runner.os}}-
-      - name: Install dependencies
-        run: |
-          sudo apt-get update -y
-          sudo apt-get install -y qt5-default \
-            ttf-mscorefonts-installer \
-            poppler-utils \
-            pdf2svg \
-            texlive-latex-base \
-            texlive-binaries \
-            texlive-pictures \
-            texlive-latex-extra \
-            texlive-luatex \
-            ghostscript-x \
-            libgconf2-4 \
-            gnuplot
-          sudo fc-cache -vr
-            
-      - name: build documentation
+      - name: Build documentation
         env:
           PYTHON: ""
           DOCUMENTER_KEY: ${{secrets.DOCUMENTER_KEY}}
-        run: |
-          export JULIA_DEBUG=Documenter
-          export PLOTDOCS_ANSICOLOR=true
-          export GKSwstype=nul  # Plots.jl/issues/3664
-          xvfb-run julia --color=yes --project=docs/ -e 'using Pkg; Pkg.develop(PackageSpec(path=pwd())); Pkg.add(PackageSpec(name="Plots", rev=split(ENV["GITHUB_REF"], "/", limit=3)[3])); Pkg.instantiate()'
-          # xvfb-run julia --color=yes --project=docs/ -e 'using Pkg; pkg"add Documenter#master"'
-          xvfb-run julia --color=yes --project=docs/ -e 'using Pkg; pkg"st -m"'
-          xvfb-run julia --color=yes --project=docs/ -e 'withenv("GITHUB_REPOSITORY" => "JuliaPlots/PlotDocs.jl") do; include("docs/make.jl"); end' 
+          GITHUB_TOKEN: ${{secrets.GITHUB_TOKEN}}
+        run: bash docs/ci_build.sh

.github/workflows/format.yml.disabled

@@ -1,22 +0,0 @@
-name: format
-
-on:
-  pull_request:
-
-jobs:
-  JuliaFormatter:
-    if: "!contains(github.event.head_commit.message, '[skip ci]')"
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v2
-      - uses: julia-actions/setup-julia@latest
-        with:
-          version: 1
-
-      # Check format
-      - name: Install JuliaFormatter and format
-        run: |
-          git diff --name-only --exit-code
-          julia -e 'using Pkg; pkg"add JuliaFormatter CSTParser#master"'
-          julia -e 'using JuliaFormatter; [format(["src", "test"]) for _ in 1:2]'
-          git diff --exit-code

.github/workflows/format_check.yml

@@ -0,0 +1,54 @@
+name: format
+
+on:
+  pull_request:
+  push:
+    branches:
+      - 'master'
+
+jobs:
+  code-style:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: julia-actions/setup-julia@v1
+      - name: Install dependencies
+        run: |
+          using Pkg
+          Pkg.add([
+              PackageSpec("JuliaFormatter"),
+              PackageSpec(url = "https://github.com/tkf/JuliaProjectFormatter.jl.git"),
+          ])
+        shell: julia --color=yes {0}
+
+      - name: Format Julia files
+        run: |
+          using JuliaFormatter
+          format(["src", "test"])
+        shell: julia --color=yes --compile=min -O0 {0}
+      - name: suggester / JuliaFormatter
+        uses: reviewdog/action-suggester@v1
+        with:
+          tool_name: JuliaFormatter
+          fail_on_error: true
+
+      # reviewdog/action-suggester not using `cleanup` flag?
+      - name: Cleanup
+        if: success() || failure()
+        run: |
+          git checkout -- .
+          git clean --force
+        shell: bash
+
+      - name: Format Julia project files
+        if: success() || failure()
+        run: |
+          using JuliaProjectFormatter
+          format_projects()
+        shell: julia --color=yes --compile=min -O0 {0}
+      - name: suggester / JuliaProjectFormatter
+        if: success() || failure()
+        uses: reviewdog/action-suggester@v1
+        with:
+          tool_name: JuliaProjectFormatter
+          fail_on_error: true

.github/workflows/format_pr.yml

@@ -1,18 +1,18 @@
-name: format-pr
+name: format
 
 on:
   schedule:
-    - cron: '0 0 * * SUN'
+    - cron: '0 0 1 * *'
 
 jobs:
-  build:
+  pr:
     if: "!contains(github.event.head_commit.message, '[skip ci]')"
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v2
       - name: Install JuliaFormatter and format
         run: |
-          julia  -e 'using Pkg; pkg"add JuliaFormatter CSTParser#master"'
+          julia -e 'using Pkg; Pkg.add(PackageSpec(name="JuliaFormatter"))'
           julia -e 'using JuliaFormatter; [format(["src", "test"]) for _ in 1:2]'
           git diff --exit-code
 

.zenodo.json

@@ -3,7 +3,7 @@
     "license": "MIT",
     "creators": [
         {
-            "affiliation": "Elemental Cognition",
+            "affiliation": "Headlands Technologies",
             "name": "Tom Breloff"
         }
     ],
@@ -142,6 +142,8 @@
         },
         {
             "name": "Anshul Singhvi",
+            "affiliation": "Columbia University",
+            "orcid": "0000-0001-6055-1291",
             "type": "Other"
         },
         {
@@ -401,7 +403,7 @@
             "type": "Other"
         },
         {
-            "name": "Moesè Giodano",
+            "name": "Mosè Giodano",
             "type": "Other"
         },
         {
@@ -692,6 +694,28 @@
         {
             "name": "Fred Callaway",
             "type": "Other"
+        },
+        {
+            "name": "Jan Thorben Schneider",
+            "type": "Other"
+        },
+        {
+            "orcid": "0000-0003-4102-2460",
+            "affiliation": "Alogus Research Corporation",
+            "name": "Lee Phillips",
+            "type": "Other"
+        },
+        {
+            "name": "Tom Gillam",
+            "type": "Other"
+        },
+        {
+            "name": "Steve Leung",
+            "type": "Other"
+        },
+        {
+            "name": "Xu Zhi-Yuan",
+            "type": "Other"
         }
     ],
     "upload_type": "software"

NEWS.md

@@ -3,7 +3,7 @@
 
 #### notes on release changes, ongoing development, and future planned work
 
-## (current master)
+## NOTE: this file is deprecated, see the [TagBot](https://github.com/marketplace/actions/julia-tagbot) auto-generated changelogs instead
 
 ## 0.28.3
 - support generalized array interface

Project.toml

@@ -1,7 +1,7 @@
 name = "Plots"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
 author = ["Tom Breloff (@tbreloff)"]
-version = "1.22.0"
+version = "1.29.0"
 
 [deps]
 Base64 = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
@@ -17,6 +17,7 @@ Latexify = "23fbe1c1-3f47-55db-b15f-69d7ec21a316"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 Measures = "442fdcdd-2543-5da2-b0f3-8c86c306513e"
 NaNMath = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
+Pkg = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
 PlotThemes = "ccf2f8ad-2431-5c83-bf29-c5338b663b6a"
 PlotUtils = "995b91a9-d308-5afd-9ec6-746e21dbc043"
 Printf = "de0858da-6303-5e67-8744-51eddeeeb8d7"
@@ -32,40 +33,53 @@ SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
 StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
 UUIDs = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
+UnicodeFun = "1cfade01-22cf-5700-b092-accc4b62d6e1"
+Unzip = "41fe7b60-77ed-43a1-b4f0-825fd5a5650d"
 
 [compat]
 Contour = "0.5"
 FFMPEG = "0.2 - 0.4"
 FixedPointNumbers = "0.6 - 0.8"
-GR = "0.53 - 0.59"
+GR = "0.64"
 GeometryBasics = "0.2, 0.3.1, 0.4"
 JSON = "0.21, 1"
 Latexify = "0.14 - 0.15"
 Measures = "0.3"
-NaNMath = "0.3"
-PlotThemes = "2"
+NaNMath = "0.3, 1"
+PGFPlotsX = "1"
+PlotThemes = "2, 3"
 PlotUtils = "1"
-RecipesBase = "1"
-RecipesPipeline = "0.3.5, 0.4"
+PlotlyBase = "0.7"
+PlotlyJS = "0.18"
+PyPlot = "2"
+RecipesBase = "1.2"
+RecipesPipeline = "0.5"
 Reexport = "0.2, 1.0"
 Requires = "1"
 Scratch = "1"
 Showoff = "0.3.1, 1.0"
 StatsBase = "0.32 - 0.33"
-UnicodePlots = "2.4"
-julia = "1.5"
+UnicodeFun = "0.4"
+UnicodePlots = "2.10"
+Unzip = "0.1"
+julia = "1.6"
 
 [extras]
+Colors = "5ae59095-9a9b-59fe-a467-6f913c188581"
 Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
 FileIO = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
+Gaston = "4b11ee91-296f-5714-9832-002c20994614"
 Gtk = "4c0ca9eb-093a-5379-98c5-f87ac0bbbf44"
 HDF5 = "f67ccb44-e63f-5c2f-98bd-6dc0ccc4ba2f"
 ImageMagick = "6218d12a-5da1-5696-b52f-db25d2ecc6d1"
 Images = "916415d5-f1e6-5110-898d-aaa5f9f070e0"
+InspectDR = "d0351b0e-4b05-5898-87b3-e2a8edfddd1d"
 LibGit2 = "76f85450-5226-5b5a-8eaa-529ad045b433"
 OffsetArrays = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
 PGFPlotsX = "8314cec4-20b6-5062-9cdb-752b83310925"
+PlotlyBase = "a03496cd-edff-5a9b-9e67-9cda94a718b5"
 PlotlyJS = "f0f68f2c-4968-5e81-91da-67840de0976a"
+PyPlot = "d330b81b-6aea-500a-939a-2ce795aea3ee"
 RDatasets = "ce6b1742-4840-55fa-b093-852dadbb1d8b"
 StableRNGs = "860ef19b-820b-49d6-a774-d7a799459cd3"
 StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
@@ -76,4 +90,4 @@ UnicodePlots = "b8865327-cd53-5732-bb35-84acbb429228"
 VisualRegressionTests = "34922c18-7c2a-561c-bac1-01e79b2c4c92"
 
 [targets]
-test = ["Distributions", "FileIO", "Gtk", "ImageMagick", "Images", "LibGit2", "OffsetArrays", "PGFPlotsX", "PlotlyJS", "HDF5", "RDatasets", "StableRNGs", "StaticArrays", "StatsPlots", "Test", "TestImages", "UnicodePlots", "VisualRegressionTests"]
+test = ["Colors", "Distributions", "FileIO", "Gaston", "Gtk", "ImageMagick", "Images", "InspectDR", "LibGit2", "OffsetArrays", "PGFPlotsX", "PlotlyJS", "PlotlyBase", "PyPlot", "HDF5", "RDatasets", "StableRNGs", "StaticArrays", "StatsPlots", "Test", "TestImages", "UnicodePlots", "VisualRegressionTests"]

README.md

@@ -10,18 +10,18 @@
 [gitter-url]: https://gitter.im/tbreloff/Plots.jl?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge
 
 [docs-img]: https://img.shields.io/badge/docs-stable-blue.svg
-[docs-url]: http://docs.juliaplots.org/latest/
+[docs-url]: https://docs.juliaplots.org/stable/
 
 [![][gh-ci-img]][gh-ci-url]
 [![][pkgeval-img]][pkgeval-url]
 [![project chat](https://img.shields.io/badge/zulip-join_chat-brightgreen.svg)](https://julialang.zulipchat.com/#narrow/stream/236493-plots)
 [![][docs-img]][docs-url]
 [![Codecov](https://codecov.io/gh/JuliaPlots/Plots.jl/branch/master/graph/badge.svg)](https://codecov.io/gh/JuliaPlots/Plots.jl)
+[![Plots Downloads](https://shields.io/endpoint?url=https://pkgs.genieframework.com/api/v1/badge/Plots)](https://pkgs.genieframework.com?packages=Plots)
 
 [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.4725317.svg)](https://doi.org/10.5281/zenodo.4725317)
 This is the DOI for all Versions, please follow the link to get the DOI for a specific version.
 
-
 #### Created by Tom Breloff (@tbreloff)
 
 #### Maintained by the [JuliaPlots members](https://github.com/orgs/JuliaPlots/people)

deps/SnoopCompile/precompile/1.6/precompile_Plots.jl

@@ -66,23 +66,29 @@ 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{Subplot{GRBackend}}},Type{Subplot},GRBackend})
     Base.precompile(Tuple{Core.kwftype(typeof(_make_hist)),NamedTuple{(:normed, :weights), Tuple{Bool, Nothing}},typeof(_make_hist),Tuple{Vector{Float64}, Vector{Float64}},Int64})
     Base.precompile(Tuple{Core.kwftype(typeof(_make_hist)),NamedTuple{(:normed, :weights), Tuple{Bool, Nothing}},typeof(_make_hist),Tuple{Vector{Float64}, Vector{Float64}},Tuple{Int64, Int64}})
     Base.precompile(Tuple{Core.kwftype(typeof(_make_hist)),NamedTuple{(:normed, :weights), Tuple{Bool, Nothing}},typeof(_make_hist),Tuple{Vector{Float64}},Symbol})
     Base.precompile(Tuple{Core.kwftype(typeof(_make_hist)),NamedTuple{(:normed, :weights), Tuple{Bool, Vector{Int64}}},typeof(_make_hist),Tuple{Vector{Float64}},Symbol})
+    Base.precompile(Tuple{Core.kwftype(typeof(areaplot)),Any,typeof(areaplot),Any,Vararg{Any, N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:foreground_color_grid, :grid, :gridalpha, :gridstyle, :gridlinewidth), Tuple{RGBA{Float64}, Bool, Float64, Symbol, Int64}},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, :flip, :minorgrid, :guide), Tuple{Bool, Bool, Bool, String}},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, :minorgrid, :guide), Tuple{Bool, Bool, String}},typeof(attr!),Axis})
     Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:grid, :minorgrid, :mirror, :guide), Tuple{Bool, Bool, Bool, String}},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{(:guide_position, :guidefontvalign, :mirror, :guide), Tuple{Symbol, Symbol, Bool, String}},typeof(attr!),Axis})
     Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:guidefonthalign, :guide_position, :mirror, :guide), Tuple{Symbol, Symbol, Bool, 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{(:minorgrid, :scale, :guide), Tuple{Bool, 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{(:shape,), Tuple{Symbol}},typeof(default)})
     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(font)),NamedTuple{(:family, :pointsize, :halign, :valign, :rotation, :color), Tuple{String, Int64, Symbol, Symbol, Float64, RGBA{Float64}}},typeof(font)})
@@ -92,13 +98,18 @@ function _precompile_()
     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(gr_polyline)),NamedTuple{(:arrowside, :arrowstyle), Tuple{Symbol, Symbol}},typeof(gr_polyline),UnitRange{Int64},Vector{Float64}})
     Base.precompile(Tuple{Core.kwftype(typeof(gr_polyline)),NamedTuple{(:arrowside, :arrowstyle), Tuple{Symbol, Symbol}},typeof(gr_polyline),Vector{Int64},Vector{Float64}})
-    Base.precompile(Tuple{Core.kwftype(typeof(histogram)),Any,typeof(histogram),Any})
-    Base.precompile(Tuple{Core.kwftype(typeof(hline!)),Any,typeof(hline!),Any})
+    Base.precompile(Tuple{Core.kwftype(typeof(gr_set_font)),NamedTuple{(:halign, :valign, :rotation), Tuple{Symbol, Symbol, Int64}},typeof(gr_set_font),Font,Subplot{GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(gr_set_font)),NamedTuple{(:rotation, :color), Tuple{Int64, RGBA{Float64}}},typeof(gr_set_font),Font,Subplot{GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:alpha, :label, :seriestype), Tuple{Float64, String, Symbol}},typeof(plot!),Plot{GRBackend},Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:alpha, :label, :seriestype), Tuple{Float64, String, Symbol}},typeof(plot!),Vector{Int64}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:alpha, :seriestype), Tuple{Float64, Symbol}},typeof(plot!),Plot{GRBackend},Vector{GeometryBasics.Point2{Float64}}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:alpha, :seriestype), Tuple{Float64, Symbol}},typeof(plot!),Plot{PlotlyBackend},Vector{GeometryBasics.Point2{Float64}}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:alpha, :seriestype), Tuple{Float64, Symbol}},typeof(plot!),Vector{GeometryBasics.Point2{Float64}}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:annotation,), Tuple{Vector{Tuple{Int64, Float64, Tuple{String, Any, Any, Any}}}}},typeof(plot!)})
-    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:layout, :margin), Tuple{GridLayout, AbsoluteLength}},typeof(plot!),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend},Vararg{Plot{GRBackend}, N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:c, :lw, :label), Tuple{Symbol, Int64, String}},typeof(plot!),Plot{GRBackend},Vector{Int64},Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:c, :lw, :label), Tuple{Symbol, Int64, String}},typeof(plot!),Plot{PlotlyBackend},Vector{Int64},Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:c, :lw, :label), Tuple{Symbol, Int64, String}},typeof(plot!),Vector{Int64},Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:layout, :margin), Tuple{Matrix{Any}, AbsoluteLength}},typeof(plot!),Plot{GRBackend},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},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},Plot{PlotlyBackend},Vararg{Plot{PlotlyBackend}, N} where N})
     Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:legend,), Tuple{Symbol}},typeof(plot!),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend},Vararg{Plot{GRBackend}, N} where N})
@@ -111,39 +122,49 @@ function _precompile_()
     Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:marker, :series_annotations, :seriestype), Tuple{Tuple{Int64, Float64, Symbol}, Vector{Any}, Symbol}},typeof(plot!),Plot{GRBackend},StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}},Vector{Float64}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:marker, :series_annotations, :seriestype), Tuple{Tuple{Int64, Float64, Symbol}, Vector{Any}, Symbol}},typeof(plot!),Plot{PlotlyBackend},StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}},Vector{Float64}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:marker, :series_annotations, :seriestype), Tuple{Tuple{Int64, Float64, Symbol}, Vector{Any}, Symbol}},typeof(plot!),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:markersize, :c, :seriestype), Tuple{Int64, Symbol, Symbol}},typeof(plot!),Plot{GRBackend},Vector{Float64}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:markersize, :c, :seriestype), Tuple{Int64, Symbol, Symbol}},typeof(plot!),Vector{Float64}})
     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},Vector{Int64},Vector{Float64}})
     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},Vector{Int64},Vector{Float64}})
     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!),Vector{Int64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:seriestype,), Tuple{Symbol}},typeof(plot!),Plot{GRBackend},Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:seriestype,), Tuple{Symbol}},typeof(plot!),Plot{PlotlyBackend},Vector{Int64}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:seriestype,), Tuple{Symbol}},typeof(plot!),Vector{Int64}})
+    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{(:title,), Tuple{String}},typeof(plot!)})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:w,), Tuple{Int64}},typeof(plot!),Plot{GRBackend},Vector{Float64},Vector{Float64},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, :minorgrid), Tuple{Tuple{String, Symbol}, Bool}},typeof(plot!),Plot{PlotlyBackend}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:yaxis, :minorgrid), Tuple{Tuple{String, Symbol}, Bool}},typeof(plot!)})
     Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype), Tuple{Vector{Float64}, Tuple{Symbol, Float64, Stroke}, Vector{Float64}, String, Symbol}},typeof(plot!),Plot{GRBackend},Vector{Float64}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype), Tuple{Vector{Float64}, Tuple{Symbol, Float64, Stroke}, Vector{Float64}, String, Symbol}},typeof(plot!),Plot{PlotlyBackend},Vector{Float64}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype), Tuple{Vector{Float64}, Tuple{Symbol, Float64, Stroke}, Vector{Float64}, String, Symbol}},typeof(plot!),Vector{Float64}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:annotations, :leg), Tuple{Tuple{Int64, Float64, PlotText}, Bool}},typeof(plot),Vector{Float64}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:aspect_ratio, :seriestype), Tuple{Int64, Symbol}},typeof(plot),Vector{String},Vector{String},Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:bar_width, :alpha, :color, :fillto, :label, :seriestype), Tuple{Float64, Float64, Vector{Symbol}, StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, String, Symbol}},typeof(plot),Vector{Float64}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:bins, :weights, :seriestype), Tuple{Symbol, Vector{Int64}, Symbol}},typeof(plot),Vector{Float64}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:color, :line, :marker), Tuple{Matrix{Symbol}, Tuple{Symbol, Int64}, Tuple{Matrix{Symbol}, Int64, Float64, Stroke}}},typeof(plot),Vector{Vector{T} where T}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:connections, :title, :xlabel, :ylabel, :zlabel, :legend, :margin, :seriestype), Tuple{Tuple{Vector{Int64}, Vector{Int64}, Vector{Int64}}, String, String, String, String, Symbol, AbsoluteLength, Symbol}},typeof(plot),Vector{Int64},Vector{Int64},Vector{Int64}})
     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}},Function})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:fill_z, :alpha, :label, :bar_width, :seriestype), Tuple{StepRange{Int64, Int64}, Vector{Float64}, String, UnitRange{Int64}, Symbol}},typeof(plot),Vector{Int64},Vector{Int64}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:framestyle, :title, :color, :layout, :label, :markerstrokewidth, :ticks, :seriestype), Tuple{Matrix{Symbol}, Matrix{String}, Base.ReshapedArray{Int64, 2, UnitRange{Int64}, Tuple{}}, Int64, String, Int64, UnitRange{Int64}, Symbol}},typeof(plot),Vector{Vector{Float64}},Vector{Vector{Float64}}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:grid, :title), Tuple{Tuple{Symbol, Symbol, Symbol, Int64, Float64}, String}},typeof(plot),Vector{Float64}})
     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},Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:label, :legend, :seriestype), Tuple{String, Symbol, Symbol}},typeof(plot),Vector{Int64}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:label, :title, :xlabel, :linewidth, :legend), Tuple{Matrix{String}, String, String, Int64, Symbol}},typeof(plot),Vector{Function},Float64,Float64})
     Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:label,), Tuple{Matrix{String}}},typeof(plot),Vector{AbstractVector{Float64}}})
-    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :group, :linetype, :linecolor), Tuple{GridLayout, Vector{String}, Matrix{Symbol}, Symbol}},typeof(plot),Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :group, :linetype, :linecolor), Tuple{Matrix{Any}, Vector{String}, Matrix{Symbol}, Symbol}},typeof(plot),Vector{Float64}})
     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},Plot{GRBackend}})
     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},Plot{PlotlyBackend}})
     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, :margin), Tuple{GridLayout, AbsoluteLength}},typeof(plot),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend},Vararg{Plot{GRBackend}, N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :margin), Tuple{Matrix{Any}, AbsoluteLength}},typeof(plot),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend},Vararg{Plot{GRBackend}, N} where N})
     Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :palette, :bg_inside), Tuple{Int64, Matrix{PlotUtils.ContinuousColorGradient}, Matrix{Symbol}}},typeof(plot),Matrix{Float64}})
-    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :t, :leg, :ticks, :border), Tuple{GridLayout, Matrix{Symbol}, Bool, Nothing, Symbol}},typeof(plot),Matrix{Float64}})
-    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :title, :titlelocation, :left_margin, :bottom_margin, :xrotation), Tuple{GridLayout, Matrix{String}, Symbol, Matrix{AbsoluteLength}, AbsoluteLength, Int64}},typeof(plot),Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :t, :leg, :ticks, :border), Tuple{Matrix{Any}, Matrix{Symbol}, Bool, Nothing, Symbol}},typeof(plot),Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :title, :titlelocation, :left_margin, :bottom_margin, :xrotation), Tuple{Matrix{Any}, Matrix{String}, Symbol, Matrix{AbsoluteLength}, AbsoluteLength, Int64}},typeof(plot),Matrix{Float64}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :xguide, :yguide, :xguidefonthalign, :yguidefontvalign, :xguideposition, :yguideposition, :ymirror, :xmirror, :legend, :seriestype), Tuple{Int64, String, String, Matrix{Symbol}, Matrix{Symbol}, Symbol, Matrix{Symbol}, Matrix{Bool}, Matrix{Bool}, Bool, Matrix{Symbol}}},typeof(plot),Matrix{Float64}})
-    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :xlims), Tuple{GridLayout, Tuple{Int64, Float64}}},typeof(plot),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :xlims), Tuple{Matrix{Any}, Tuple{Int64, Float64}}},typeof(plot),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout,), Tuple{Tuple{Int64, Int64}}},typeof(plot),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout,), Tuple{Tuple{Int64, Int64}}},typeof(plot),Plot{PlotlyBackend},Plot{PlotlyBackend},Plot{PlotlyBackend}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:legend,), Tuple{Bool}},typeof(plot),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend},Vararg{Plot{GRBackend}, N} where N})
@@ -167,8 +188,11 @@ function _precompile_()
     Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:projection, :seriestype), Tuple{Symbol, Symbol}},typeof(plot),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}},UnitRange{Int64},Matrix{Int64}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:quiver, :seriestype), Tuple{Tuple{Vector{Float64}, Vector{Float64}, Vector{Float64}}, Symbol}},typeof(plot),Vector{Float64},Vector{Float64},Vector{Float64}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:reg, :fill), Tuple{Bool, Tuple{Int64, Symbol}}},typeof(plot),Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:ribbon,), Tuple{Int64}},typeof(plot),UnitRange{Int64}})
+    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{(:seriescolor, :fillalpha), Tuple{Matrix{Symbol}, Matrix{Float64}}},typeof(plot),AreaPlot})
     Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:seriestype, :markershape, :markersize, :color), Tuple{Matrix{Symbol}, Vector{Symbol}, Int64, Vector{Symbol}}},typeof(plot),Matrix{Float64}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:seriestype,), Tuple{Symbol}},typeof(plot),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}},StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}},Matrix{Float64}})
     Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:seriestype,), Tuple{Symbol}},typeof(plot),Vector{DateTime},UnitRange{Int64},Matrix{Float64}})
@@ -190,39 +214,47 @@ function _precompile_()
     Base.precompile(Tuple{Type{GridLayout},Int64,Vararg{Int64, N} where N})
     Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol, Any},AbstractVector{OHLC}})
     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{:bins2d}},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{:hspan}},Any,Any,Any})
     Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol, Any},Type{Val{:lens}},AbstractPlot})
     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{:steppre}},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{:vline}},Any,Any,Any})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol, Any},Type{Val{:vspan}},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),AbstractDict{Symbol, Any},Type{Val{:yerror}},Any,Any,Any})
     Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol, Any},Vector{ComplexF64}})
     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},Vector{Dict{Symbol, Any}}})
     Base.precompile(Tuple{typeof(RecipesPipeline.plot_setup!),Plot{PlotlyBackend},Dict{Symbol, Any},Vector{Dict{Symbol, Any}}})
     Base.precompile(Tuple{typeof(RecipesPipeline.preprocess_attributes!),Plot{GRBackend},DefaultsDict})
+    Base.precompile(Tuple{typeof(RecipesPipeline.process_sliced_series_attributes!),Plot{GRBackend},Vector{Dict{Symbol, Any}}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.process_sliced_series_attributes!),Plot{PlotlyBackend},Vector{Dict{Symbol, Any}}})
     Base.precompile(Tuple{typeof(RecipesPipeline.process_userrecipe!),Plot{GRBackend},Vector{Dict{Symbol, Any}},Dict{Symbol, Any}})
     Base.precompile(Tuple{typeof(RecipesPipeline.process_userrecipe!),Plot{PlotlyBackend},Vector{Dict{Symbol, Any}},Dict{Symbol, Any}})
-    Base.precompile(Tuple{typeof(RecipesPipeline.series_defaults),Plot{GRBackend}})
-    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(RecipesPipeline.unzip),Vector{GeometryBasics.Point2{Float64}}})
     Base.precompile(Tuple{typeof(_bin_centers),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}})
+    Base.precompile(Tuple{typeof(_bin_centers),Vector{Float64}})
+    Base.precompile(Tuple{typeof(_cbar_unique),Vector{Float64},String})
     Base.precompile(Tuple{typeof(_cbar_unique),Vector{Int64},String})
     Base.precompile(Tuple{typeof(_cbar_unique),Vector{Nothing},String})
     Base.precompile(Tuple{typeof(_cbar_unique),Vector{PlotUtils.ContinuousColorGradient},String})
     Base.precompile(Tuple{typeof(_cbar_unique),Vector{StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}},String})
     Base.precompile(Tuple{typeof(_cbar_unique),Vector{Symbol},String})
+    Base.precompile(Tuple{typeof(_cycle),UnitRange{Int64},Vector{Int64}})
+    Base.precompile(Tuple{typeof(_cycle),Vector{Float64},StepRange{Int64, Int64}})
+    Base.precompile(Tuple{typeof(_cycle),Vector{Int64},StepRange{Int64, Int64}})
+    Base.precompile(Tuple{typeof(_cycle),Vector{Int64},UnitRange{Int64}})
     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),Vector{Float64},Bool,Bool})
     Base.precompile(Tuple{typeof(_plot!),Plot,Any,Any})
     Base.precompile(Tuple{typeof(_preprocess_barlike),DefaultsDict,Base.OneTo{Int64},Vector{Float64}})
     Base.precompile(Tuple{typeof(_preprocess_binlike),DefaultsDict,StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}},Vector{Float64}})
@@ -238,12 +270,17 @@ function _precompile_()
     Base.precompile(Tuple{typeof(bbox),Float64,Float64,Float64,Float64})
     Base.precompile(Tuple{typeof(build_layout),GridLayout,Int64,Vector{Plot}})
     Base.precompile(Tuple{typeof(convert_to_polar),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}},Vector{Float64},Tuple{Int64, Float64}})
-    Base.precompile(Tuple{typeof(create_grid),Expr})
+    Base.precompile(Tuple{typeof(default),Symbol,Bool})
+    Base.precompile(Tuple{typeof(error_coords),Vector{Float64},Vector{Float64},Vector{Float64},Vararg{Vector{Float64}, N} where N})
     Base.precompile(Tuple{typeof(error_coords),Vector{Float64},Vector{Float64},Vector{Float64}})
     Base.precompile(Tuple{typeof(error_zipit),Tuple{Vector{Float64}, Vector{Float64}, Vector{Float64}}})
     Base.precompile(Tuple{typeof(fakedata),Int64,Int64})
+    Base.precompile(Tuple{typeof(fakedata),MersenneTwister,Int64,Vararg{Int64, N} where N})
     Base.precompile(Tuple{typeof(get_minor_ticks),Subplot{GRBackend},Axis,Tuple{Vector{Float64}, Vector{String}}})
     Base.precompile(Tuple{typeof(get_minor_ticks),Subplot{GRBackend},Axis,Tuple{Vector{Int64}, Vector{String}}})
+    Base.precompile(Tuple{typeof(get_series_color),SubArray{Symbol, 1, Vector{Symbol}, Tuple{UnitRange{Int64}}, true},Subplot{GRBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(get_series_color),Vector{Symbol},Subplot{GRBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(get_series_color),Vector{Symbol},Subplot{PlotlyBackend},Int64,Symbol})
     Base.precompile(Tuple{typeof(get_ticks),StepRange{Int64, Int64},Vector{Float64},Vector{Any},Tuple{Int64, Int64},Vararg{Any, N} where N})
     Base.precompile(Tuple{typeof(get_ticks),Symbol,Vector{Float64},Vector{Any},Tuple{Float64, Float64},Vararg{Any, N} where N})
     Base.precompile(Tuple{typeof(get_ticks),Symbol,Vector{Float64},Vector{Any},Tuple{Int64, Float64},Vararg{Any, N} where N})
@@ -253,37 +290,45 @@ function _precompile_()
     Base.precompile(Tuple{typeof(gr_add_legend),Subplot{GRBackend},NamedTuple{(:w, :h, :dy, :leftw, :textw, :rightw, :xoffset, :yoffset, :width_factor), NTuple{9, Float64}},Vector{Float64}})
     Base.precompile(Tuple{typeof(gr_add_legend),Subplot{GRBackend},NamedTuple{(:w, :h, :dy, :leftw, :textw, :rightw, :xoffset, :yoffset, :width_factor), Tuple{Int64, Int64, Int64, Float64, Int64, Float64, Float64, Float64, Float64}},Vector{Float64}})
     Base.precompile(Tuple{typeof(gr_display),Subplot{GRBackend},AbsoluteLength,AbsoluteLength,Vector{Float64}})
-    Base.precompile(Tuple{typeof(gr_draw_colorbar),GRColorbar,Subplot{GRBackend},Tuple{Float64, Float64},Vector{Float64}})
     Base.precompile(Tuple{typeof(gr_draw_contour),Series,StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}},StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}},Matrix{Float64},Tuple{Float64, Float64}})
     Base.precompile(Tuple{typeof(gr_draw_heatmap),Series,Vector{Float64},Vector{Float64},Matrix{Float64},Tuple{Float64, Float64}})
     Base.precompile(Tuple{typeof(gr_draw_marker),Series,Float64,Float64,Tuple{Float64, Float64},Int64,Float64,Float64,Symbol})
     Base.precompile(Tuple{typeof(gr_draw_marker),Series,Float64,Float64,Tuple{Float64, Float64},Int64,Int64,Int64,Shape{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_marker),Series,Int64,Float64,Tuple{Float64, Float64},Int64,Float64,Int64,Symbol})
+    Base.precompile(Tuple{typeof(gr_draw_marker),Series,Int64,Float64,Tuple{Float64, Float64},Int64,Int64,Int64,Symbol})
     Base.precompile(Tuple{typeof(gr_draw_marker),Series,Int64,Int64,Tuple{Float64, Float64},Int64,Int64,Int64,Symbol})
+    Base.precompile(Tuple{typeof(gr_draw_markers),Series,Base.OneTo{Int64},Vector{Float64},Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_markers),Series,StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}},Vector{Float64},Tuple{Float64, Float64}})
     Base.precompile(Tuple{typeof(gr_draw_segments),Series,Base.OneTo{Int64},UnitRange{Int64},Tuple{Vector{Float64}, Vector{Float64}},Tuple{Float64, Float64}})
     Base.precompile(Tuple{typeof(gr_draw_segments),Series,Base.OneTo{Int64},Vector{Float64},Int64,Tuple{Float64, Float64}})
     Base.precompile(Tuple{typeof(gr_draw_segments),Series,StepRange{Int64, Int64},Vector{Float64},Int64,Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_segments),Series,UnitRange{Int64},Vector{Float64},Int64,Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_segments),Series,UnitRange{Int64},Vector{Float64},Vector{Int64},Tuple{Float64, Float64}})
     Base.precompile(Tuple{typeof(gr_draw_segments),Series,Vector{Float64},Vector{Float64},Int64,Tuple{Float64, Float64}})
-    Base.precompile(Tuple{typeof(gr_draw_shapes),Series,Tuple{Float64, Float64}})
     Base.precompile(Tuple{typeof(gr_draw_surface),Series,Vector{Float64},Vector{Float64},Matrix{Float64},Tuple{Float64, Float64}})
     Base.precompile(Tuple{typeof(gr_draw_surface),Series,Vector{Float64},Vector{Float64},Vector{Float64},Tuple{Float64, Float64}})
     Base.precompile(Tuple{typeof(gr_fill_viewport),Vector{Float64},RGBA{Float64}})
+    Base.precompile(Tuple{typeof(gr_get_3d_axis_angle),Vector{Float64},Float64,Float64,Symbol})
     Base.precompile(Tuple{typeof(gr_get_ticks_size),Tuple{Vector{Float64}, Vector{String}},Int64})
     Base.precompile(Tuple{typeof(gr_label_ticks),Subplot{GRBackend},Symbol,Tuple{Vector{Float64}, Vector{String}}})
+    Base.precompile(Tuple{typeof(gr_label_ticks),Subplot{GRBackend},Symbol,Tuple{Vector{Int64}, Vector{String}}})
     Base.precompile(Tuple{typeof(gr_label_ticks_3d),Subplot{GRBackend},Symbol,Tuple{Vector{Float64}, Vector{String}}})
     Base.precompile(Tuple{typeof(gr_polaraxes),Int64,Float64,Subplot{GRBackend}})
+    Base.precompile(Tuple{typeof(gr_polyline),Vector{Float64},Vector{Float64},Function})
     Base.precompile(Tuple{typeof(gr_set_gradient),PlotUtils.ContinuousColorGradient})
+    Base.precompile(Tuple{typeof(gr_text),Float64,Float64,String})
+    Base.precompile(Tuple{typeof(gr_text_size),String})
     Base.precompile(Tuple{typeof(gr_update_viewport_legend!),Vector{Float64},Subplot{GRBackend},NamedTuple{(:w, :h, :dy, :leftw, :textw, :rightw, :xoffset, :yoffset, :width_factor), NTuple{9, Float64}}})
     Base.precompile(Tuple{typeof(gr_update_viewport_legend!),Vector{Float64},Subplot{GRBackend},NamedTuple{(:w, :h, :dy, :leftw, :textw, :rightw, :xoffset, :yoffset, :width_factor), Tuple{Int64, Int64, Int64, Float64, Int64, Float64, Float64, Float64, Float64}}})
     Base.precompile(Tuple{typeof(gr_viewport_from_bbox),Subplot{GRBackend},BoundingBox{Tuple{AbsoluteLength, AbsoluteLength}, Tuple{AbsoluteLength, AbsoluteLength}},AbsoluteLength,AbsoluteLength,Vector{Float64}})
-    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,StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}},Symbol,Tuple{Int64, Int64},Bool})
     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(heatmap_edges),Vector{Float64},Symbol,UnitRange{Int64},Symbol,Tuple{Int64, Int64},Bool})
-    Base.precompile(Tuple{typeof(heatmap_edges),Vector{Float64},Symbol,Vector{Float64},Symbol,Tuple{Int64, Int64},Bool})
     Base.precompile(Tuple{typeof(heatmap_edges),Vector{Float64},Symbol})
-    Base.precompile(Tuple{typeof(iter_segments),UnitRange{Int64},Vararg{Any, N} where N})
+    Base.precompile(Tuple{typeof(ignorenan_minimum),Vector{Int64}})
+    Base.precompile(Tuple{typeof(layout_args),NamedTuple{(:label, :blank), Tuple{Symbol, Bool}}})
+    Base.precompile(Tuple{typeof(layout_args),NamedTuple{(:label, :width, :height), Tuple{Symbol, Symbol, Float64}}})
+    Base.precompile(Tuple{typeof(make_fillrange_side),UnitRange{Int64},LinRange{Float64}})
     Base.precompile(Tuple{typeof(optimal_ticks_and_labels),Nothing,Tuple{Float64, Float64},Symbol,Function})
     Base.precompile(Tuple{typeof(optimal_ticks_and_labels),Nothing,Tuple{Float64, Float64},Symbol,Symbol})
     Base.precompile(Tuple{typeof(optimal_ticks_and_labels),Nothing,Tuple{Int64, Float64},Symbol,Symbol})
@@ -291,16 +336,17 @@ function _precompile_()
     Base.precompile(Tuple{typeof(optimal_ticks_and_labels),StepRange{Int64, Int64},Tuple{Int64, Int64},Symbol,Symbol})
     Base.precompile(Tuple{typeof(optimal_ticks_and_labels),UnitRange{Int64},Tuple{Float64, Float64},Symbol,Symbol})
     Base.precompile(Tuple{typeof(partialcircle),Int64,Float64,Int64})
+    Base.precompile(Tuple{typeof(plot!),Any})
+    Base.precompile(Tuple{typeof(plot!),Plot,Plot,Plot,Vararg{Plot, N} where N})
     Base.precompile(Tuple{typeof(plot),Any,Any})
-    Base.precompile(Tuple{typeof(plot),Any})
     Base.precompile(Tuple{typeof(plot),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend},Vararg{Plot{GRBackend}, N} where N})
     Base.precompile(Tuple{typeof(plot),Plot{GRBackend},Plot{GRBackend}})
+    Base.precompile(Tuple{typeof(plot),Plot{GRBackend}})
     Base.precompile(Tuple{typeof(plot),Plot{PlotlyBackend},Plot{PlotlyBackend},Plot{PlotlyBackend},Vararg{Plot{PlotlyBackend}, N} where N})
     Base.precompile(Tuple{typeof(plot),Plot{PlotlyBackend},Plot{PlotlyBackend}})
     Base.precompile(Tuple{typeof(processGridArg!),Dict{Symbol, Any},Symbol,Symbol})
     Base.precompile(Tuple{typeof(processLineArg),Dict{Symbol, Any},Matrix{Symbol}})
     Base.precompile(Tuple{typeof(processLineArg),Dict{Symbol, Any},Symbol})
-    Base.precompile(Tuple{typeof(processMarkerArg),Dict{Symbol, Any},Float64})
     Base.precompile(Tuple{typeof(processMarkerArg),Dict{Symbol, Any},Matrix{Symbol}})
     Base.precompile(Tuple{typeof(processMarkerArg),Dict{Symbol, Any},RGBA{Float64}})
     Base.precompile(Tuple{typeof(processMarkerArg),Dict{Symbol, Any},Shape{Float64, Float64}})
@@ -314,30 +360,43 @@ function _precompile_()
     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(push!),Plot{GRBackend},Float64,Vector{Float64}})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64, Float64, Float64}},Tuple{Int64, Int64, Float64},Tuple{Int64, Int64, Float64}})
     Base.precompile(Tuple{typeof(resetfontsizes)})
     Base.precompile(Tuple{typeof(scalefontsizes),Float64})
     Base.precompile(Tuple{typeof(series_annotations),Vector{Any}})
+    Base.precompile(Tuple{typeof(slice_arg),Base.ReshapedArray{Int64, 2, UnitRange{Int64}, Tuple{}},Int64})
+    Base.precompile(Tuple{typeof(slice_arg),Matrix{AbsoluteLength},Int64})
+    Base.precompile(Tuple{typeof(slice_arg),Matrix{Bool},Int64})
+    Base.precompile(Tuple{typeof(slice_arg),Matrix{Int64},Int64})
     Base.precompile(Tuple{typeof(slice_arg),Matrix{RGBA{Float64}},Int64})
-    Base.precompile(Tuple{typeof(slice_arg),Matrix{Symbol},Int64})
     Base.precompile(Tuple{typeof(spy),Any})
     Base.precompile(Tuple{typeof(straightline_data),Tuple{Float64, Float64},Tuple{Float64, Float64},Vector{Float64},Vector{Float64},Int64})
     Base.precompile(Tuple{typeof(stroke),Int64,Vararg{Any, N} where N})
     Base.precompile(Tuple{typeof(title!),AbstractString})
-    Base.precompile(Tuple{typeof(toppad),Subplot{GRBackend}})
-    Base.precompile(Tuple{typeof(unzip),Vector{GeometryBasics.Point2{Float64}}})
-    Base.precompile(Tuple{typeof(unzip),Vector{Tuple{Float64, Float64, Float64}}})
-    Base.precompile(Tuple{typeof(unzip),Vector{Tuple{Float64, Float64}}})
-    Base.precompile(Tuple{typeof(unzip),Vector{Tuple{Int64, Int64}}})
-    Base.precompile(Tuple{typeof(unzip),Vector{Tuple{Vector{Float64}, Vector{Float64}}}})
     Base.precompile(Tuple{typeof(vline!),Any})
+    Base.precompile(Tuple{typeof(warn_on_attr_dim_mismatch),Series,Vector{Float64},Vector{Float64},Nothing,Base.Iterators.Flatten{Vector{Tuple{SeriesSegment}}}})
     Base.precompile(Tuple{typeof(xgrid!),Plot{GRBackend},Symbol,Vararg{Any, N} where N})
     Base.precompile(Tuple{typeof(xlims),Subplot{PlotlyBackend}})
-    isdefined(Plots, Symbol("#add_major_or_minor_segments#120")) && Base.precompile(Tuple{getfield(Plots, Symbol("#add_major_or_minor_segments#120")),Vector{Float64},Bool,Segments{Tuple{Float64, Float64}},Float64,Bool})
-    isdefined(Plots, Symbol("#add_major_or_minor_segments#121")) && Base.precompile(Tuple{getfield(Plots, Symbol("#add_major_or_minor_segments#121")),Vector{Float64},Bool,Segments{Tuple{Float64, Float64, Float64}},Float64,Bool})
+    isdefined(Plots, Symbol("#166#167")) && Base.precompile(Tuple{getfield(Plots, Symbol("#166#167")),Any})
+    isdefined(Plots, Symbol("#2#6")) && Base.precompile(Tuple{getfield(Plots, Symbol("#2#6")),UnitRange{Int64}})
+    isdefined(Plots, Symbol("#295#331")) && Base.precompile(Tuple{getfield(Plots, Symbol("#295#331"))})
+    isdefined(Plots, Symbol("#316#352")) && Base.precompile(Tuple{getfield(Plots, Symbol("#316#352"))})
+    isdefined(Plots, Symbol("#add_major_or_minor_segments#100")) && Base.precompile(Tuple{getfield(Plots, Symbol("#add_major_or_minor_segments#100")),Vector{Float64},Bool,Segments{Tuple{Float64, Float64}},Float64,Bool})
+    isdefined(Plots, Symbol("#add_major_or_minor_segments#101")) && Base.precompile(Tuple{getfield(Plots, Symbol("#add_major_or_minor_segments#101")),Vector{Float64},Bool,Segments{Tuple{Float64, Float64, Float64}},Float64,Bool})
     let fbody = try __lookup_kwbody__(which(font, (Font,Vararg{Any, N} where N,))) catch missing end
     if !ismissing(fbody)
         precompile(fbody, (Base.Iterators.Pairs{Union{}, Union{}, Tuple{}, NamedTuple{(), Tuple{}}},typeof(font),Font,Vararg{Any, N} where N,))
     end
+end
+    let fbody = try __lookup_kwbody__(which(gr_polyline, (Vector{Float64},Vector{Float64},typeof(GR.fillarea),))) catch missing end
+    if !ismissing(fbody)
+        precompile(fbody, (Symbol,Symbol,typeof(gr_polyline),Vector{Float64},Vector{Float64},typeof(GR.fillarea),))
+    end
+end
+    let fbody = try __lookup_kwbody__(which(gr_set_font, (Font,Subplot{GRBackend},))) catch missing end
+    if !ismissing(fbody)
+        precompile(fbody, (Symbol,Symbol,RGBA{Float64},Float64,typeof(gr_set_font),Font,Subplot{GRBackend},))
+    end
 end
     let fbody = try __lookup_kwbody__(which(plot!, (Any,))) catch missing end
     if !ismissing(fbody)
@@ -348,6 +407,26 @@ function _precompile_()
     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,Plot,))) catch missing end
+    if !ismissing(fbody)
+        precompile(fbody, (Any,typeof(plot!),Plot,Plot,Plot,))
+    end
+end
+    let fbody = try __lookup_kwbody__(which(plot!, (Plot,Plot,Plot,Vararg{Plot, N} where N,))) catch missing end
+    if !ismissing(fbody)
+        precompile(fbody, (Any,typeof(plot!),Plot,Plot,Plot,Vararg{Plot, N} where N,))
+    end
 end
     let fbody = try __lookup_kwbody__(which(plot, (Any,))) catch missing end
     if !ismissing(fbody)
@@ -358,6 +437,11 @@ function _precompile_()
     if !ismissing(fbody)
         precompile(fbody, (Any,typeof(plot),Any,Vararg{Any, N} where N,))
     end
+end
+    let fbody = try __lookup_kwbody__(which(scatter, (Any,Vararg{Any, N} where N,))) catch missing end
+    if !ismissing(fbody)
+        precompile(fbody, (Any,typeof(scatter),Any,Vararg{Any, N} where N,))
+    end
 end
     let fbody = try __lookup_kwbody__(which(title!, (AbstractString,))) catch missing end
     if !ismissing(fbody)

deps/SnoopCompile/precompile/1.7/precompile_Plots.jl

@@ -0,0 +1,487 @@
+# Use
+#    @warnpcfail precompile(args...)
+# if you want to be warned when a precompile directive fails
+macro warnpcfail(ex::Expr)
+    modl = __module__
+    file = __source__.file === nothing ? "?" : String(__source__.file)
+    line = __source__.line
+    quote
+        $(esc(ex)) || @warn """precompile directive
+     $($(Expr(:quote, ex)))
+ failed. Please report an issue in $($modl) (after checking for duplicates) or remove this directive.""" _file=$file _line=$line
+    end
+end
+
+
+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{(: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, Nothing}},typeof(_make_hist),Tuple{Vector{Float64}, Vector{Float64}},Int64})
+    Base.precompile(Tuple{Core.kwftype(typeof(_make_hist)),NamedTuple{(:normed, :weights), Tuple{Bool, Nothing}},typeof(_make_hist),Tuple{Vector{Float64}, Vector{Float64}},Tuple{Int64, Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(_make_hist)),NamedTuple{(:normed, :weights), Tuple{Bool, Nothing}},typeof(_make_hist),Tuple{Vector{Float64}},Symbol})
+    Base.precompile(Tuple{Core.kwftype(typeof(_make_hist)),NamedTuple{(:normed, :weights), Tuple{Bool, Vector{Int64}}},typeof(_make_hist),Tuple{Vector{Float64}},Symbol})
+    Base.precompile(Tuple{Core.kwftype(typeof(areaplot)),Any,typeof(areaplot),Any,Vararg{Any}})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:flip,), Tuple{Bool}},typeof(attr!),Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:foreground_color_grid, :grid, :gridalpha, :gridstyle, :gridlinewidth), Tuple{RGBA{Float64}, Bool, Float64, Symbol, Int64}},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, :flip, :minorgrid, :guide), Tuple{Bool, Bool, Bool, String}},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, :minorgrid, :guide), Tuple{Bool, Bool, String}},typeof(attr!),Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:grid, :minorgrid, :mirror, :guide), Tuple{Bool, Bool, Bool, String}},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{(:guide,), Tuple{String}},typeof(attr!),Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:guide_position, :guidefontvalign, :mirror, :guide), Tuple{Symbol, Symbol, Bool, String}},typeof(attr!),Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:guidefonthalign, :guide_position, :mirror, :guide), Tuple{Symbol, Symbol, Bool, 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{(:minorgrid, :scale, :guide), Tuple{Bool, Symbol, String}},typeof(attr!),Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:minorgrid,), Tuple{Bool}},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{(: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{(:shape,), Tuple{Symbol}},typeof(default)})
+    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(font)),NamedTuple{(:family, :pointsize, :halign, :valign, :rotation, :color), Tuple{String, Int64, Symbol, Symbol, Float64, RGBA{Float64}}},typeof(font)})
+    Base.precompile(Tuple{Core.kwftype(typeof(font)),NamedTuple{(:family, :pointsize, :valign, :halign, :rotation, :color), Tuple{String, Int64, Symbol, Symbol, Float64, RGBA{Float64}}},typeof(font)})
+    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}, Int64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(gr_polyline)),NamedTuple{(:arrowside, :arrowstyle), Tuple{Symbol, Symbol}},typeof(gr_polyline),StepRange{Int64, Int64},Vector{Float64}})
+    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(gr_polyline)),NamedTuple{(:arrowside, :arrowstyle), Tuple{Symbol, Symbol}},typeof(gr_polyline),UnitRange{Int64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(gr_polyline)),NamedTuple{(:arrowside, :arrowstyle), Tuple{Symbol, Symbol}},typeof(gr_polyline),Vector{Int64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(gr_set_font)),NamedTuple{(:halign, :valign, :rotation), Tuple{Symbol, Symbol, Int64}},typeof(gr_set_font),Font,Subplot{GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(gr_set_font)),NamedTuple{(:rotation, :color), Tuple{Int64, RGBA{Float64}}},typeof(gr_set_font),Font,Subplot{GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(lens!)),Any,typeof(lens!),Any,Vararg{Any}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:alpha, :label, :seriestype), Tuple{Float64, String, Symbol}},typeof(plot!),Plot{GRBackend},Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:alpha, :label, :seriestype), Tuple{Float64, String, Symbol}},typeof(plot!),Plot{PlotlyBackend},Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:alpha, :label, :seriestype), Tuple{Float64, String, Symbol}},typeof(plot!),Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:alpha, :seriestype), Tuple{Float64, Symbol}},typeof(plot!),Plot{GRBackend},Vector{GeometryBasics.Point2{Float64}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:alpha, :seriestype), Tuple{Float64, Symbol}},typeof(plot!),Plot{PlotlyBackend},Vector{GeometryBasics.Point2{Float64}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:alpha, :seriestype), Tuple{Float64, Symbol}},typeof(plot!),Vector{GeometryBasics.Point2{Float64}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:annotation,), Tuple{Vector{Tuple{Int64, Float64, Tuple{String, Any, Any, Any}}}}},typeof(plot!)})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:c, :lw, :label), Tuple{Symbol, Int64, String}},typeof(plot!),Plot{GRBackend},Vector{Int64},Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:c, :lw, :label), Tuple{Symbol, Int64, String}},typeof(plot!),Plot{PlotlyBackend},Vector{Int64},Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:c, :lw, :label), Tuple{Symbol, Int64, String}},typeof(plot!),Vector{Int64},Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:layout, :margin), Tuple{Matrix{Any}, AbsoluteLength}},typeof(plot!),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend},Vararg{Plot{GRBackend}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:legend,), Tuple{Bool}},typeof(plot!),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend},Vararg{Plot{GRBackend}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:legend,), Tuple{Bool}},typeof(plot!),Plot{PlotlyBackend},Plot{PlotlyBackend},Plot{PlotlyBackend},Vararg{Plot{PlotlyBackend}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:legend,), Tuple{Symbol}},typeof(plot!),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend},Vararg{Plot{GRBackend}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:legend,), Tuple{Symbol}},typeof(plot!),Plot{PlotlyBackend},Plot{PlotlyBackend},Plot{PlotlyBackend},Vararg{Plot{PlotlyBackend}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:line, :seriestype), Tuple{Tuple{Int64, Symbol, Float64, Matrix{Symbol}}, Symbol}},typeof(plot!),Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:line, :seriestype), Tuple{Tuple{Int64, Symbol, Float64, Matrix{Symbol}}, Symbol}},typeof(plot!),Plot{GRBackend},Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:line, :seriestype), Tuple{Tuple{Int64, Symbol, Float64, Matrix{Symbol}}, Symbol}},typeof(plot!),Plot{PlotlyBackend},Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:lw, :color), Tuple{Int64, Symbol}},typeof(plot!),Function,Float64,Irrational{:π}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:lw, :color), Tuple{Int64, Symbol}},typeof(plot!),Plot{GRBackend},Function,Float64,Vararg{Any}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:marker, :series_annotations, :seriestype), Tuple{Tuple{Int64, Float64, Symbol}, Vector{Any}, Symbol}},typeof(plot!),Plot{GRBackend},StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:marker, :series_annotations, :seriestype), Tuple{Tuple{Int64, Float64, Symbol}, Vector{Any}, Symbol}},typeof(plot!),Plot{PlotlyBackend},StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:marker, :series_annotations, :seriestype), Tuple{Tuple{Int64, Float64, Symbol}, Vector{Any}, Symbol}},typeof(plot!),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:markersize, :c, :seriestype), Tuple{Int64, Symbol, Symbol}},typeof(plot!),Plot{GRBackend},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:markersize, :c, :seriestype), Tuple{Int64, Symbol, Symbol}},typeof(plot!),Plot{PlotlyBackend},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:markersize, :c, :seriestype), Tuple{Int64, Symbol, Symbol}},typeof(plot!),Vector{Float64}})
+    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},Vector{Int64},Vector{Float64}})
+    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},Vector{Int64},Vector{Float64}})
+    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!),Vector{Int64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:seriestype,), Tuple{Symbol}},typeof(plot!),Plot{GRBackend},Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:seriestype,), Tuple{Symbol}},typeof(plot!),Plot{PlotlyBackend},Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:seriestype,), Tuple{Symbol}},typeof(plot!),Vector{Int64}})
+    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{(:title,), Tuple{String}},typeof(plot!)})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:w,), Tuple{Int64}},typeof(plot!),Plot{GRBackend},Vector{Float64},Vector{Float64},Vararg{Any}})
+    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, :minorgrid), Tuple{Tuple{String, Symbol}, Bool}},typeof(plot!),Plot{GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:yaxis, :minorgrid), Tuple{Tuple{String, Symbol}, Bool}},typeof(plot!)})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype), Tuple{Vector{Float64}, Tuple{Symbol, Float64, Stroke}, Vector{Float64}, String, Symbol}},typeof(plot!),Plot{GRBackend},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype), Tuple{Vector{Float64}, Tuple{Symbol, Float64, Stroke}, Vector{Float64}, String, Symbol}},typeof(plot!),Plot{PlotlyBackend},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype), Tuple{Vector{Float64}, Tuple{Symbol, Float64, Stroke}, Vector{Float64}, String, Symbol}},typeof(plot!),Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:annotations, :leg), Tuple{Tuple{Int64, Float64, PlotText}, Bool}},typeof(plot),Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:arrow,), Tuple{Int64}},typeof(plot),Vector{Float64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:aspect_ratio, :seriestype), Tuple{Int64, Symbol}},typeof(plot),Vector{String},Vector{String},Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:bar_width, :alpha, :color, :fillto, :label, :seriestype), Tuple{Float64, Float64, Vector{Symbol}, StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64}, String, Symbol}},typeof(plot),Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:bins, :weights, :seriestype), Tuple{Symbol, Vector{Int64}, Symbol}},typeof(plot),Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:color, :line, :marker), Tuple{Matrix{Symbol}, Tuple{Symbol, Int64}, Tuple{Matrix{Symbol}, Int64, Float64, Stroke}}},typeof(plot),Vector{Vector}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:connections, :title, :xlabel, :ylabel, :zlabel, :legend, :margin, :seriestype), Tuple{Tuple{Vector{Int64}, Vector{Int64}, Vector{Int64}}, String, String, String, String, Symbol, AbsoluteLength, Symbol}},typeof(plot),Vector{Int64},Vector{Int64},Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:fill, :seriestype), Tuple{Bool, Symbol}},typeof(plot),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Function})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:fill_z, :alpha, :label, :bar_width, :seriestype), Tuple{StepRange{Int64, Int64}, Vector{Float64}, String, UnitRange{Int64}, Symbol}},typeof(plot),Vector{Int64},Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:framestyle, :title, :color, :layout, :label, :markerstrokewidth, :ticks, :seriestype), Tuple{Matrix{Symbol}, Matrix{String}, Base.ReshapedArray{Int64, 2, UnitRange{Int64}, Tuple{}}, Int64, String, Int64, UnitRange{Int64}, Symbol}},typeof(plot),Vector{Vector{Float64}},Vector{Vector{Float64}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:grid, :title), Tuple{Tuple{Symbol, Symbol, Symbol, Int64, Float64}, String}},typeof(plot),Vector{Float64}})
+    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},Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:label, :legend, :seriestype), Tuple{String, Symbol, Symbol}},typeof(plot),Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:label, :title, :xlabel, :linewidth, :legend), Tuple{Matrix{String}, String, String, Int64, Symbol}},typeof(plot),Vector{Function},Float64,Float64})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:label,), Tuple{Matrix{String}}},typeof(plot),Vector{AbstractVector{Float64}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:labels,), Tuple{Matrix{String}}},typeof(plot),PortfolioComposition})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :group, :linetype, :linecolor), Tuple{Matrix{Any}, Vector{String}, Matrix{Symbol}, Symbol}},typeof(plot),Vector{Float64}})
+    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},Plot{GRBackend}})
+    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},Plot{PlotlyBackend}})
+    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, :margin), Tuple{Matrix{Any}, AbsoluteLength}},typeof(plot),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend},Vararg{Plot{GRBackend}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :palette, :bg_inside), Tuple{Int64, Matrix{PlotUtils.ContinuousColorGradient}, Matrix{Symbol}}},typeof(plot),Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :t, :leg, :ticks, :border), Tuple{Matrix{Any}, Matrix{Symbol}, Bool, Nothing, Symbol}},typeof(plot),Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :title, :titlelocation, :left_margin, :bottom_margin, :xrotation), Tuple{Matrix{Any}, Matrix{String}, Symbol, Matrix{AbsoluteLength}, AbsoluteLength, Int64}},typeof(plot),Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :xguide, :yguide, :xguidefonthalign, :yguidefontvalign, :xguideposition, :yguideposition, :ymirror, :xmirror, :legend, :seriestype), Tuple{Int64, String, String, Matrix{Symbol}, Matrix{Symbol}, Symbol, Matrix{Symbol}, Matrix{Bool}, Matrix{Bool}, Bool, Matrix{Symbol}}},typeof(plot),Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :xlims), Tuple{Matrix{Any}, Tuple{Int64, Float64}}},typeof(plot),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout,), Tuple{Tuple{Int64, Int64}}},typeof(plot),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout,), Tuple{Tuple{Int64, Int64}}},typeof(plot),Plot{PlotlyBackend},Plot{PlotlyBackend},Plot{PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:legend,), Tuple{Bool}},typeof(plot),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend},Vararg{Plot{GRBackend}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:legend,), Tuple{Bool}},typeof(plot),Plot{PlotlyBackend},Plot{PlotlyBackend},Plot{PlotlyBackend},Vararg{Plot{PlotlyBackend}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:legend,), Tuple{Symbol}},typeof(plot),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend},Vararg{Plot{GRBackend}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:legend,), Tuple{Symbol}},typeof(plot),Plot{PlotlyBackend},Plot{PlotlyBackend},Plot{PlotlyBackend},Vararg{Plot{PlotlyBackend}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:legend,), Tuple{Symbol}},typeof(plot),Vector{Tuple{Int64, Real}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:line, :lab, :ms), Tuple{Tuple{Matrix{Symbol}, Int64}, Matrix{String}, Int64}},typeof(plot),Vector{Vector},Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:line, :label, :legendtitle), Tuple{Tuple{Int64, Matrix{Symbol}}, Matrix{String}, String}},typeof(plot),Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:line, :leg, :fill), Tuple{Int64, Bool, Tuple{Int64, Symbol}}},typeof(plot),Function,Function,Int64,Vararg{Any}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:line, :marker, :bg, :fg, :xlim, :ylim, :leg), Tuple{Tuple{Int64, Symbol, Symbol}, Tuple{Shape{Float64, Float64}, Int64, RGBA{Float64}}, Symbol, Symbol, Tuple{Int64, Int64}, Tuple{Int64, Int64}, Bool}},typeof(plot),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:line_z, :linewidth, :legend), Tuple{StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64}, Int64, Bool}},typeof(plot),Vector{Float64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:m, :markersize, :lab, :bg, :xlim, :ylim, :seriestype), Tuple{Matrix{Symbol}, Int64, Matrix{String}, Symbol, Tuple{Int64, Int64}, Tuple{Int64, Int64}, Symbol}},typeof(plot),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:marker,), Tuple{Bool}},typeof(plot),Vector{Union{Missing, Int64}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:marker_z, :color, :legend, :seriestype), Tuple{typeof(+), Symbol, Bool, Symbol}},typeof(plot),Vector{Float64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:markershape, :markersize, :marker_z, :line_z, :linewidth), Tuple{Matrix{Symbol}, Matrix{Int64}, Matrix{Int64}, Matrix{Int64}, Matrix{Int64}}},typeof(plot),Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:markershape, :seriestype, :label), Tuple{Symbol, Symbol, String}},typeof(plot),UnitRange{Int64},Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:nbins, :seriestype), Tuple{Int64, Symbol}},typeof(plot),Vector{Float64},Vector{Float64}})
+    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),Vector{ComplexF64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:proj, :m), Tuple{Symbol, Int64}},typeof(plot),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:projection, :seriestype), Tuple{Symbol, Symbol}},typeof(plot),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},UnitRange{Int64},Matrix{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:quiver, :seriestype), Tuple{Tuple{Vector{Float64}, Vector{Float64}, Vector{Float64}}, Symbol}},typeof(plot),Vector{Float64},Vector{Float64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:reg, :fill), Tuple{Bool, Tuple{Int64, Symbol}}},typeof(plot),Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:ribbon,), Tuple{Int64}},typeof(plot),UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:ribbon,), Tuple{StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64}}},typeof(plot),UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:ribbon,), Tuple{Tuple{LinRange{Float64, Int64}, LinRange{Float64, Int64}}}},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{(:seriescolor, :fillalpha), Tuple{Matrix{Symbol}, Matrix{Float64}}},typeof(plot),AreaPlot})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:seriestype, :markershape, :markersize, :color), Tuple{Matrix{Symbol}, Vector{Symbol}, Int64, Vector{Symbol}}},typeof(plot),Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:seriestype,), Tuple{Symbol}},typeof(plot),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:seriestype,), Tuple{Symbol}},typeof(plot),Vector{DateTime},UnitRange{Int64},Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:seriestype,), Tuple{Symbol}},typeof(plot),Vector{OHLC}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:st, :xlabel, :ylabel, :zlabel), Tuple{Symbol, String, String, String}},typeof(plot),Vector{Float64},Vector{Float64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:title, :l, :seriestype), Tuple{String, Float64, Symbol}},typeof(plot),Vector{String},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:title, :xflip, :yflip, :zflip, :zlabel, :grid, :ylabel, :minorgrid, :xlabel, :seriestype), Tuple{String, Bool, Bool, Bool, String, Bool, String, Bool, String, Symbol}},typeof(plot),Vector{Float64},Vector{Float64},Function})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:title, :xmirror, :ymirror, :zmirror, :zlabel, :grid, :ylabel, :minorgrid, :xlabel, :seriestype), Tuple{String, Bool, Bool, Bool, String, Bool, String, Bool, String, Symbol}},typeof(plot),Vector{Float64},Vector{Float64},Function})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:title, :zlabel, :grid, :ylabel, :minorgrid, :xlabel, :seriestype), Tuple{String, String, Bool, String, Bool, String, Symbol}},typeof(plot),Vector{Float64},Vector{Float64},Function})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:title,), Tuple{Matrix{String}}},typeof(plot),Plot{GRBackend},Plot{GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:title,), Tuple{Matrix{String}}},typeof(plot),Plot{PlotlyBackend},Plot{PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:w,), Tuple{Int64}},typeof(plot),Matrix{Float64}})
+    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),Matrix{Float64}})
+    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),Vector{Float64},Vector{Float64},UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(portfoliocomposition)),Any,typeof(portfoliocomposition),Any,Vararg{Any}})
+    Base.precompile(Tuple{Core.kwftype(typeof(scatter!)),Any,typeof(scatter!),Any})
+    Base.precompile(Tuple{Core.kwftype(typeof(test_examples)),NamedTuple{(:skip, :disp), Tuple{Vector{Int64}, Bool}},typeof(test_examples),Symbol})
+    Base.precompile(Tuple{Core.kwftype(typeof(test_examples)),NamedTuple{(:skip,), Tuple{Vector{Int64}}},typeof(test_examples),Symbol})
+    Base.precompile(Tuple{Core.kwftype(typeof(yaxis!)),Any,typeof(yaxis!),Any,Any})
+    Base.precompile(Tuple{Type{GridLayout},Int64,Vararg{Int64}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol, Any},AbstractVector{<:GeometryBasics.Point}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol, Any},AbstractVector{OHLC}})
+    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{:bins2d}},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{:hspan}},Any,Any,Any})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol, Any},Type{Val{:lens}},AbstractPlot})
+    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{:steppre}},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{:vline}},Any,Any,Any})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol, Any},Type{Val{:vspan}},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),AbstractDict{Symbol, Any},Vector{ComplexF64}})
+    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},Vector{Dict{Symbol, Any}}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.plot_setup!),Plot{PlotlyBackend},Dict{Symbol, Any},Vector{Dict{Symbol, Any}}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.preprocess_attributes!),Plot{GRBackend},DefaultsDict})
+    Base.precompile(Tuple{typeof(RecipesPipeline.preprocess_axis_args!),Plot{GRBackend},Dict{Symbol, Any},Symbol})
+    Base.precompile(Tuple{typeof(RecipesPipeline.preprocess_axis_args!),Plot{PlotlyBackend},Dict{Symbol, Any},Symbol})
+    Base.precompile(Tuple{typeof(RecipesPipeline.process_sliced_series_attributes!),Plot{GRBackend},Vector{Dict{Symbol, Any}}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.process_sliced_series_attributes!),Plot{PlotlyBackend},Vector{Dict{Symbol, Any}}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.process_userrecipe!),Plot{GRBackend},Vector{Dict{Symbol, Any}},Dict{Symbol, Any}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.process_userrecipe!),Plot{PlotlyBackend},Vector{Dict{Symbol, Any}},Dict{Symbol, Any}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.unzip),Vector{GeometryBasics.Point2{Float64}}})
+    Base.precompile(Tuple{typeof(_bin_centers),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64}})
+    Base.precompile(Tuple{typeof(_cbar_unique),Vector{Float64},String})
+    Base.precompile(Tuple{typeof(_cbar_unique),Vector{Int64},String})
+    Base.precompile(Tuple{typeof(_cbar_unique),Vector{Nothing},String})
+    Base.precompile(Tuple{typeof(_cbar_unique),Vector{PlotUtils.ContinuousColorGradient},String})
+    Base.precompile(Tuple{typeof(_cbar_unique),Vector{StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64}},String})
+    Base.precompile(Tuple{typeof(_cbar_unique),Vector{Symbol},String})
+    Base.precompile(Tuple{typeof(_cycle),Base.OneTo{Int64},Vector{Int64}})
+    Base.precompile(Tuple{typeof(_cycle),StepRange{Int64, Int64},Vector{Int64}})
+    Base.precompile(Tuple{typeof(_cycle),UnitRange{Int64},Vector{Int64}})
+    Base.precompile(Tuple{typeof(_cycle),Vector{Float64},StepRange{Int64, Int64}})
+    Base.precompile(Tuple{typeof(_cycle),Vector{Float64},UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(_cycle),Vector{Float64},Vector{Int64}})
+    Base.precompile(Tuple{typeof(_cycle),Vector{Int64},StepRange{Int64, Int64}})
+    Base.precompile(Tuple{typeof(_cycle),Vector{Int64},UnitRange{Int64}})
+    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),Vector{Float64},Bool,Bool})
+    Base.precompile(Tuple{typeof(_plot!),Plot,Any,Any})
+    Base.precompile(Tuple{typeof(_preprocess_barlike),DefaultsDict,Base.OneTo{Int64},Vector{Float64}})
+    Base.precompile(Tuple{typeof(_preprocess_binlike),DefaultsDict,StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Vector{Float64}})
+    Base.precompile(Tuple{typeof(_replace_markershape),Vector{Symbol}})
+    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(_update_subplot_periphery),Subplot{GRBackend},Vector{Any}})
+    Base.precompile(Tuple{typeof(_update_subplot_periphery),Subplot{PlotlyBackend},Vector{Any}})
+    Base.precompile(Tuple{typeof(annotate!),AbstractVector{<:Tuple}})
+    Base.precompile(Tuple{typeof(axis_limits),Subplot{GRBackend},Symbol,Bool,Bool})
+    Base.precompile(Tuple{typeof(axis_limits),Subplot{PlotlyBackend},Symbol,Bool,Bool})
+    Base.precompile(Tuple{typeof(backend),PlotlyBackend})
+    Base.precompile(Tuple{typeof(bbox),AbsoluteLength,AbsoluteLength,AbsoluteLength,AbsoluteLength})
+    Base.precompile(Tuple{typeof(bbox),Float64,Float64,Float64,Float64})
+    Base.precompile(Tuple{typeof(build_layout),GridLayout,Int64,Vector{Plot}})
+    Base.precompile(Tuple{typeof(convert_to_polar),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Vector{Float64},Tuple{Int64, Float64}})
+    Base.precompile(Tuple{typeof(discrete_value!),Axis,Vector{Union{Missing, Float64}}})
+    Base.precompile(Tuple{typeof(error_coords),Vector{Float64},Vector{Float64},Vector{Float64},Vararg{Vector{Float64}}})
+    Base.precompile(Tuple{typeof(error_coords),Vector{Float64},Vector{Float64},Vector{Float64}})
+    Base.precompile(Tuple{typeof(error_zipit),Tuple{Vector{Float64}, Vector{Float64}, Vector{Float64}}})
+    Base.precompile(Tuple{typeof(fakedata),Int64,Int64})
+    Base.precompile(Tuple{typeof(fakedata),TaskLocalRNG,Int64,Vararg{Int64}})
+    Base.precompile(Tuple{typeof(get_minor_ticks),Subplot{GRBackend},Axis,Tuple{Vector{Float64}, Vector{String}}})
+    Base.precompile(Tuple{typeof(get_minor_ticks),Subplot{GRBackend},Axis,Tuple{Vector{Int64}, Vector{String}}})
+    Base.precompile(Tuple{typeof(get_series_color),SubArray{Symbol, 1, Vector{Symbol}, Tuple{UnitRange{Int64}}, true},Subplot{GRBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(get_series_color),Vector{Symbol},Subplot{GRBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(get_series_color),Vector{Symbol},Subplot{PlotlyBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(get_ticks),StepRange{Int64, Int64},Vector{Float64},Vector{Any},Tuple{Int64, Int64},Vararg{Any}})
+    Base.precompile(Tuple{typeof(get_ticks),Symbol,Vector{Float64},Vector{Any},Tuple{Float64, Float64},Vararg{Any}})
+    Base.precompile(Tuple{typeof(get_ticks),Symbol,Vector{Float64},Vector{Any},Tuple{Int64, Float64},Vararg{Any}})
+    Base.precompile(Tuple{typeof(get_ticks),Symbol,Vector{Float64},Vector{Any},Tuple{Int64, Int64},Vararg{Any}})
+    Base.precompile(Tuple{typeof(get_ticks),UnitRange{Int64},Vector{Float64},Vector{Any},Tuple{Float64, Float64},Vararg{Any}})
+    Base.precompile(Tuple{typeof(get_xy),Vector{OHLC}})
+    Base.precompile(Tuple{typeof(gr_add_legend),Subplot{GRBackend},NamedTuple{(:w, :h, :dy, :leftw, :textw, :rightw, :xoffset, :yoffset, :width_factor), NTuple{9, Float64}},Vector{Float64}})
+    Base.precompile(Tuple{typeof(gr_add_legend),Subplot{GRBackend},NamedTuple{(:w, :h, :dy, :leftw, :textw, :rightw, :xoffset, :yoffset, :width_factor), Tuple{Int64, Int64, Int64, Float64, Int64, Float64, Float64, Float64, Float64}},Vector{Float64}})
+    Base.precompile(Tuple{typeof(gr_display),Subplot{GRBackend},AbsoluteLength,AbsoluteLength,Vector{Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_contour),Series,StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Matrix{Float64},Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_heatmap),Series,Vector{Float64},Vector{Float64},Matrix{Float64},Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_marker),Series,Float64,Float64,Tuple{Float64, Float64},Int64,Float64,Float64,Symbol})
+    Base.precompile(Tuple{typeof(gr_draw_marker),Series,Float64,Float64,Tuple{Float64, Float64},Int64,Int64,Int64,Shape{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_marker),Series,Int64,Float64,Tuple{Float64, Float64},Int64,Float64,Int64,Symbol})
+    Base.precompile(Tuple{typeof(gr_draw_marker),Series,Int64,Float64,Tuple{Float64, Float64},Int64,Int64,Int64,Symbol})
+    Base.precompile(Tuple{typeof(gr_draw_marker),Series,Int64,Int64,Tuple{Float64, Float64},Int64,Int64,Int64,Symbol})
+    Base.precompile(Tuple{typeof(gr_draw_markers),Series,Base.OneTo{Int64},Vector{Float64},Tuple{Float64, Float64},Int64,Int64})
+    Base.precompile(Tuple{typeof(gr_draw_markers),Series,Base.OneTo{Int64},Vector{Float64},Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_markers),Series,StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Vector{Float64},Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_markers),Series,UnitRange{Int64},Vector{Float64},Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_segments),Series,Base.OneTo{Int64},UnitRange{Int64},Tuple{Vector{Float64}, Vector{Float64}},Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_segments),Series,Base.OneTo{Int64},Vector{Float64},Int64,Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_segments),Series,Base.OneTo{Int64},Vector{Float64},Nothing,Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_segments),Series,StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Vector{Float64},Nothing,Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_segments),Series,StepRange{Int64, Int64},Vector{Float64},Int64,Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_segments),Series,UnitRange{Int64},Vector{Float64},Int64,Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_segments),Series,UnitRange{Int64},Vector{Float64},Nothing,Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_segments),Series,UnitRange{Int64},Vector{Float64},Vector{Int64},Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_segments),Series,Vector{Float64},Vector{Float64},Int64,Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_segments),Series,Vector{Float64},Vector{Float64},Nothing,Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_segments),Series,Vector{Int64},Vector{Int64},Nothing,Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_surface),Series,Vector{Float64},Vector{Float64},Matrix{Float64},Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_surface),Series,Vector{Float64},Vector{Float64},Vector{Float64},Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_fill_viewport),Vector{Float64},RGBA{Float64}})
+    Base.precompile(Tuple{typeof(gr_get_3d_axis_angle),Vector{Float64},Float64,Float64,Symbol})
+    Base.precompile(Tuple{typeof(gr_get_ticks_size),Tuple{Vector{Float64}, Vector{String}},Int64})
+    Base.precompile(Tuple{typeof(gr_get_ticks_size),Tuple{Vector{Int64}, Vector{String}},Int64})
+    Base.precompile(Tuple{typeof(gr_label_ticks),Subplot{GRBackend},Symbol,Tuple{Vector{Float64}, Vector{String}}})
+    Base.precompile(Tuple{typeof(gr_label_ticks),Subplot{GRBackend},Symbol,Tuple{Vector{Int64}, Vector{String}}})
+    Base.precompile(Tuple{typeof(gr_label_ticks_3d),Subplot{GRBackend},Symbol,Tuple{Vector{Float64}, Vector{String}}})
+    Base.precompile(Tuple{typeof(gr_polaraxes),Int64,Float64,Subplot{GRBackend}})
+    Base.precompile(Tuple{typeof(gr_polyline),Vector{Float64},Vector{Float64},Function})
+    Base.precompile(Tuple{typeof(gr_set_gradient),PlotUtils.ContinuousColorGradient})
+    Base.precompile(Tuple{typeof(gr_text),Float64,Float64,String})
+    Base.precompile(Tuple{typeof(gr_text_size),String})
+    Base.precompile(Tuple{typeof(gr_update_viewport_legend!),Vector{Float64},Subplot{GRBackend},NamedTuple{(:w, :h, :dy, :leftw, :textw, :rightw, :xoffset, :yoffset, :width_factor), NTuple{9, Float64}}})
+    Base.precompile(Tuple{typeof(gr_update_viewport_legend!),Vector{Float64},Subplot{GRBackend},NamedTuple{(:w, :h, :dy, :leftw, :textw, :rightw, :xoffset, :yoffset, :width_factor), Tuple{Int64, Int64, Int64, Float64, Int64, Float64, Float64, Float64, Float64}}})
+    Base.precompile(Tuple{typeof(gr_viewport_from_bbox),Subplot{GRBackend},BoundingBox{Tuple{AbsoluteLength, AbsoluteLength}, Tuple{AbsoluteLength, AbsoluteLength}},AbsoluteLength,AbsoluteLength,Vector{Float64}})
+    Base.precompile(Tuple{typeof(heatmap_edges),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Symbol})
+    Base.precompile(Tuple{typeof(heatmap_edges),UnitRange{Int64},Symbol})
+    Base.precompile(Tuple{typeof(heatmap_edges),Vector{Float64},Symbol})
+    Base.precompile(Tuple{typeof(ignorenan_minimum),Vector{Int64}})
+    Base.precompile(Tuple{typeof(layout_args),Matrix{Any}})
+    Base.precompile(Tuple{typeof(layout_args),NamedTuple{(:label, :blank), Tuple{Symbol, Bool}}})
+    Base.precompile(Tuple{typeof(layout_args),NamedTuple{(:label, :width, :height), Tuple{Symbol, Symbol, Float64}}})
+    Base.precompile(Tuple{typeof(make_fillrange_side),UnitRange{Int64},LinRange{Float64, Int64}})
+    Base.precompile(Tuple{typeof(optimal_ticks_and_labels),Nothing,Tuple{Float64, Float64},Symbol,Function})
+    Base.precompile(Tuple{typeof(optimal_ticks_and_labels),Nothing,Tuple{Float64, Float64},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(optimal_ticks_and_labels),Nothing,Tuple{Int64, Float64},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(optimal_ticks_and_labels),Nothing,Tuple{Int64, Int64},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(optimal_ticks_and_labels),StepRange{Int64, Int64},Tuple{Int64, Int64},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(optimal_ticks_and_labels),UnitRange{Int64},Tuple{Float64, Float64},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(partialcircle),Float64,Float64,Int64})
+    Base.precompile(Tuple{typeof(partialcircle),Int64,Float64,Int64})
+    Base.precompile(Tuple{typeof(plot!),Any})
+    Base.precompile(Tuple{typeof(plot!),Plot,Plot,Plot,Vararg{Plot}})
+    Base.precompile(Tuple{typeof(plot),Any,Any})
+    Base.precompile(Tuple{typeof(plot),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend},Vararg{Plot{GRBackend}}})
+    Base.precompile(Tuple{typeof(plot),Plot{GRBackend},Plot{GRBackend}})
+    Base.precompile(Tuple{typeof(plot),Plot{GRBackend}})
+    Base.precompile(Tuple{typeof(plot),Plot{PlotlyBackend},Plot{PlotlyBackend},Plot{PlotlyBackend},Vararg{Plot{PlotlyBackend}}})
+    Base.precompile(Tuple{typeof(plot),Plot{PlotlyBackend},Plot{PlotlyBackend}})
+    Base.precompile(Tuple{typeof(processGridArg!),Dict{Symbol, Any},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(processLineArg),Dict{Symbol, Any},Matrix{Symbol}})
+    Base.precompile(Tuple{typeof(processLineArg),Dict{Symbol, Any},Symbol})
+    Base.precompile(Tuple{typeof(processMarkerArg),Dict{Symbol, Any},Bool})
+    Base.precompile(Tuple{typeof(processMarkerArg),Dict{Symbol, Any},Matrix{Symbol}})
+    Base.precompile(Tuple{typeof(processMarkerArg),Dict{Symbol, Any},RGBA{Float64}})
+    Base.precompile(Tuple{typeof(processMarkerArg),Dict{Symbol, Any},Shape{Float64, Float64}})
+    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{GRBackend},Int64,Float64,Tuple{String, Int64, Symbol, Symbol}})
+    Base.precompile(Tuple{typeof(process_annotation),Subplot{GRBackend},Int64,Float64,Tuple{String, Symbol, Int64, String}})
+    Base.precompile(Tuple{typeof(process_annotation),Subplot{PlotlyBackend},Int64,Float64,PlotText})
+    Base.precompile(Tuple{typeof(process_annotation),Subplot{PlotlyBackend},Int64,Float64,Tuple{String, Int64, Symbol, Symbol}})
+    Base.precompile(Tuple{typeof(process_annotation),Subplot{PlotlyBackend},Int64,Float64,Tuple{String, Symbol, Int64, String}})
+    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(push!),Plot{GRBackend},Float64,Vector{Float64}})
+    Base.precompile(Tuple{typeof(quiver_using_arrows),DefaultsDict})
+    Base.precompile(Tuple{typeof(resetfontsizes)})
+    Base.precompile(Tuple{typeof(scalefontsizes),Float64})
+    Base.precompile(Tuple{typeof(series_annotations),Vector{Any}})
+    Base.precompile(Tuple{typeof(slice_arg),Base.ReshapedArray{Int64, 2, UnitRange{Int64}, Tuple{}},Int64})
+    Base.precompile(Tuple{typeof(slice_arg),Matrix{AbsoluteLength},Int64})
+    Base.precompile(Tuple{typeof(slice_arg),Matrix{Bool},Int64})
+    Base.precompile(Tuple{typeof(slice_arg),Matrix{Int64},Int64})
+    Base.precompile(Tuple{typeof(slice_arg),Matrix{PlotUtils.ContinuousColorGradient},Int64})
+    Base.precompile(Tuple{typeof(slice_arg),Matrix{RGBA{Float64}},Int64})
+    Base.precompile(Tuple{typeof(slice_arg),Matrix{String},Int64})
+    Base.precompile(Tuple{typeof(slice_arg),Matrix{Symbol},Int64})
+    Base.precompile(Tuple{typeof(spy),Any})
+    Base.precompile(Tuple{typeof(straightline_data),Tuple{Float64, Float64},Tuple{Float64, Float64},Vector{Float64},Vector{Float64},Int64})
+    Base.precompile(Tuple{typeof(stroke),Int64,Vararg{Any}})
+    Base.precompile(Tuple{typeof(text),String,Symbol})
+    Base.precompile(Tuple{typeof(title!),AbstractString})
+    Base.precompile(Tuple{typeof(vline!),Any})
+    Base.precompile(Tuple{typeof(warn_on_attr_dim_mismatch),Series,Vector{Float64},Vector{Float64},Nothing,Base.Iterators.Flatten{Vector{Tuple{SeriesSegment}}}})
+    Base.precompile(Tuple{typeof(xgrid!),Plot{GRBackend},Symbol,Vararg{Any}})
+    Base.precompile(Tuple{typeof(xgrid!),Plot{PlotlyBackend},Symbol,Vararg{Any}})
+    Base.precompile(Tuple{typeof(xlims),Subplot{PlotlyBackend}})
+    isdefined(Plots, Symbol("#168#169")) && Base.precompile(Tuple{getfield(Plots, Symbol("#168#169")),Any})
+    isdefined(Plots, Symbol("#170#171")) && Base.precompile(Tuple{getfield(Plots, Symbol("#170#171")),Any})
+    isdefined(Plots, Symbol("#2#6")) && Base.precompile(Tuple{getfield(Plots, Symbol("#2#6")),UnitRange{Int64}})
+    isdefined(Plots, Symbol("#301#337")) && Base.precompile(Tuple{getfield(Plots, Symbol("#301#337"))})
+    isdefined(Plots, Symbol("#322#358")) && Base.precompile(Tuple{getfield(Plots, Symbol("#322#358"))})
+    isdefined(Plots, Symbol("#add_major_or_minor_segments#102")) && Base.precompile(Tuple{getfield(Plots, Symbol("#add_major_or_minor_segments#102")),Vector{Float64},Bool,Segments{Tuple{Float64, Float64}},Float64,Bool})
+    isdefined(Plots, Symbol("#add_major_or_minor_segments#103")) && Base.precompile(Tuple{getfield(Plots, Symbol("#add_major_or_minor_segments#103")),Vector{Float64},Bool,Segments{Tuple{Float64, Float64, Float64}},Float64,Bool})
+    let fbody = try __lookup_kwbody__(which(annotate!, (AbstractVector{<:Tuple},))) catch missing end
+    if !ismissing(fbody)
+        precompile(fbody, (Base.Pairs{Symbol, V, Tuple{Vararg{Symbol, N}}, NamedTuple{names, T}} where {V, N, names, T<:Tuple{Vararg{Any, N}}},typeof(annotate!),AbstractVector{<:Tuple},))
+    end
+end
+    let fbody = try __lookup_kwbody__(which(font, (Font,Vararg{Any},))) catch missing end
+    if !ismissing(fbody)
+        precompile(fbody, (Base.Pairs{Symbol, Union{}, Tuple{}, NamedTuple{(), Tuple{}}},typeof(font),Font,Vararg{Any},))
+    end
+end
+    let fbody = try __lookup_kwbody__(which(gr_polyline, (Vector{Float64},Vector{Float64},typeof(GR.fillarea),))) catch missing end
+    if !ismissing(fbody)
+        precompile(fbody, (Symbol,Symbol,typeof(gr_polyline),Vector{Float64},Vector{Float64},typeof(GR.fillarea),))
+    end
+end
+    let fbody = try __lookup_kwbody__(which(gr_set_font, (Font,Subplot{GRBackend},))) catch missing end
+    if !ismissing(fbody)
+        precompile(fbody, (Symbol,Symbol,RGBA{Float64},Float64,typeof(gr_set_font),Font,Subplot{GRBackend},))
+    end
+end
+    let fbody = try __lookup_kwbody__(which(plot!, (Any,Vararg{Any},))) catch missing end
+    if !ismissing(fbody)
+        precompile(fbody, (Base.Pairs{Symbol, V, Tuple{Vararg{Symbol, N}}, NamedTuple{names, T}} where {V, N, names, T<:Tuple{Vararg{Any, N}}},typeof(plot!),Any,Vararg{Any},))
+    end
+end
+    let fbody = try __lookup_kwbody__(which(plot!, (Plot,Plot,))) catch missing end
+    if !ismissing(fbody)
+        precompile(fbody, (Base.Pairs{Symbol, V, Tuple{Vararg{Symbol, N}}, NamedTuple{names, T}} where {V, N, names, T<:Tuple{Vararg{Any, N}}},typeof(plot!),Plot,Plot,))
+    end
+end
+    let fbody = try __lookup_kwbody__(which(plot!, (Plot,Plot,Plot,))) catch missing end
+    if !ismissing(fbody)
+        precompile(fbody, (Base.Pairs{Symbol, V, Tuple{Vararg{Symbol, N}}, NamedTuple{names, T}} where {V, N, names, T<:Tuple{Vararg{Any, N}}},typeof(plot!),Plot,Plot,Plot,))
+    end
+end
+    let fbody = try __lookup_kwbody__(which(plot!, (Plot,Plot,Plot,Vararg{Plot},))) catch missing end
+    if !ismissing(fbody)
+        precompile(fbody, (Base.Pairs{Symbol, V, Tuple{Vararg{Symbol, N}}, NamedTuple{names, T}} where {V, N, names, T<:Tuple{Vararg{Any, N}}},typeof(plot!),Plot,Plot,Plot,Vararg{Plot},))
+    end
+end
+    let fbody = try __lookup_kwbody__(which(plot, (Any,))) catch missing end
+    if !ismissing(fbody)
+        precompile(fbody, (Base.Pairs{Symbol, V, Tuple{Vararg{Symbol, N}}, NamedTuple{names, T}} where {V, N, names, T<:Tuple{Vararg{Any, N}}},typeof(plot),Any,))
+    end
+end
+    let fbody = try __lookup_kwbody__(which(plot, (Any,Vararg{Any},))) catch missing end
+    if !ismissing(fbody)
+        precompile(fbody, (Base.Pairs{Symbol, V, Tuple{Vararg{Symbol, N}}, NamedTuple{names, T}} where {V, N, names, T<:Tuple{Vararg{Any, N}}},typeof(plot),Any,Vararg{Any},))
+    end
+end
+    let fbody = try __lookup_kwbody__(which(title!, (AbstractString,))) catch missing end
+    if !ismissing(fbody)
+        precompile(fbody, (Base.Pairs{Symbol, V, Tuple{Vararg{Symbol, N}}, NamedTuple{names, T}} where {V, N, names, T<:Tuple{Vararg{Any, N}}},typeof(title!),AbstractString,))
+    end
+end
+    let fbody = try __lookup_kwbody__(which(yaxis!, (Any,Vararg{Any},))) catch missing end
+    if !ismissing(fbody)
+        precompile(fbody, (Base.Pairs{Symbol, V, Tuple{Vararg{Symbol, N}}, NamedTuple{names, T}} where {V, N, names, T<:Tuple{Vararg{Any, N}}},typeof(yaxis!),Any,Vararg{Any},))
+    end
+end
+end

deps/SnoopCompile/precompile/1.8/precompile_Plots.jl

@@ -0,0 +1,282 @@
+# Use
+#    @warnpcfail precompile(args...)
+# if you want to be warned when a precompile directive fails
+macro warnpcfail(ex::Expr)
+    modl = __module__
+    file = __source__.file === nothing ? "?" : String(__source__.file)
+    line = __source__.line
+    quote
+        $(esc(ex)) || @warn """precompile directive
+     $($(Expr(:quote, ex)))
+ failed. Please report an issue in $($modl) (after checking for duplicates) or remove this directive.""" _file=$file _line=$line
+    end
+end
+
+
+function _precompile_()
+    ccall(:jl_generating_output, Cint, ()) == 1 || return nothing
+    Base.precompile(Tuple{Core.kwftype(typeof(_make_hist)),NamedTuple{(:normed, :weights), Tuple{Bool, Nothing}},typeof(_make_hist),Tuple{Vector{Float64}, Vector{Float64}},Int64})
+    Base.precompile(Tuple{Core.kwftype(typeof(_make_hist)),NamedTuple{(:normed, :weights), Tuple{Bool, Nothing}},typeof(_make_hist),Tuple{Vector{Float64}},Symbol})
+    Base.precompile(Tuple{Core.kwftype(typeof(_make_hist)),NamedTuple{(:normed, :weights), Tuple{Bool, Vector{Int64}}},typeof(_make_hist),Tuple{Vector{Float64}},Symbol})
+    Base.precompile(Tuple{Core.kwftype(typeof(attr!)),NamedTuple{(:formatter,), Tuple{typeof(datetimeformatter)}},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{(:guide_position, :guidefontvalign, :mirror, :guide), Tuple{Symbol, Symbol, Bool, String}},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{(:ticks,), Tuple{Nothing}},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),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(gr_polyline)),NamedTuple{(:arrowside, :arrowstyle), Tuple{Symbol, Symbol}},typeof(gr_polyline),StepRange{Int64, Int64},Vector{Float64}})
+    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(gr_polyline)),NamedTuple{(:arrowside, :arrowstyle), Tuple{Symbol, Symbol}},typeof(gr_polyline),UnitRange{Int64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(gr_polyline)),NamedTuple{(:arrowside, :arrowstyle), Tuple{Symbol, Symbol}},typeof(gr_polyline),Vector{Int64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(gr_set_font)),NamedTuple{(:halign, :valign, :rotation), Tuple{Symbol, Symbol, Int64}},typeof(gr_set_font),Font,Subplot{GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(gr_set_font)),NamedTuple{(:rotation, :color), Tuple{Int64, RGBA{Float64}}},typeof(gr_set_font),Font,Subplot{GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:alpha, :label, :seriestype), Tuple{Float64, String, Symbol}},typeof(plot!),Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:alpha, :seriestype), Tuple{Float64, Symbol}},typeof(plot!),Plot{GRBackend},Vector{GeometryBasics.Point2{Float64}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:alpha, :seriestype), Tuple{Float64, Symbol}},typeof(plot!),Plot{PlotlyBackend},Vector{GeometryBasics.Point2{Float64}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:alpha, :seriestype), Tuple{Float64, Symbol}},typeof(plot!),Vector{GeometryBasics.Point2{Float64}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:annotation,), Tuple{Vector{Tuple{Int64, Float64, Tuple{String, Any, Any, Any}}}}},typeof(plot!)})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:c, :lw, :label), Tuple{Symbol, Int64, String}},typeof(plot!),Plot{GRBackend},Vector{Int64},Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:c, :lw, :label), Tuple{Symbol, Int64, String}},typeof(plot!),Plot{PlotlyBackend},Vector{Int64},Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:c, :lw, :label), Tuple{Symbol, Int64, String}},typeof(plot!),Vector{Int64},Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:layout, :margin), Tuple{Matrix{Any}, AbsoluteLength}},typeof(plot!),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend},Vararg{Plot{GRBackend}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:legend,), Tuple{Bool}},typeof(plot!),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend},Vararg{Plot{GRBackend}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:legend,), Tuple{Bool}},typeof(plot!),Plot{PlotlyBackend},Plot{PlotlyBackend},Plot{PlotlyBackend},Vararg{Plot{PlotlyBackend}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:legend,), Tuple{Symbol}},typeof(plot!),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend},Vararg{Plot{GRBackend}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:legend,), Tuple{Symbol}},typeof(plot!),Plot{PlotlyBackend},Plot{PlotlyBackend},Plot{PlotlyBackend},Vararg{Plot{PlotlyBackend}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:line, :seriestype), Tuple{Tuple{Int64, Symbol, Float64, Matrix{Symbol}}, Symbol}},typeof(plot!),Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:line, :seriestype), Tuple{Tuple{Int64, Symbol, Float64, Matrix{Symbol}}, Symbol}},typeof(plot!),Plot{GRBackend},Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:line, :seriestype), Tuple{Tuple{Int64, Symbol, Float64, Matrix{Symbol}}, Symbol}},typeof(plot!),Plot{PlotlyBackend},Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:lw, :color), Tuple{Int64, Symbol}},typeof(plot!),Function,Float64,Irrational{:π}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:lw, :color), Tuple{Int64, Symbol}},typeof(plot!),Plot{GRBackend},Function,Float64,Vararg{Any}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:marker, :series_annotations, :seriestype), Tuple{Tuple{Int64, Float64, Symbol}, Vector{Any}, Symbol}},typeof(plot!),Plot{GRBackend},StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:marker, :series_annotations, :seriestype), Tuple{Tuple{Int64, Float64, Symbol}, Vector{Any}, Symbol}},typeof(plot!),Plot{PlotlyBackend},StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:marker, :series_annotations, :seriestype), Tuple{Tuple{Int64, Float64, Symbol}, Vector{Any}, Symbol}},typeof(plot!),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:markersize, :c, :seriestype), Tuple{Int64, Symbol, Symbol}},typeof(plot!),Vector{Float64}})
+    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},Vector{Int64},Vector{Float64}})
+    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},Vector{Int64},Vector{Float64}})
+    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!),Vector{Int64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:seriestype,), Tuple{Symbol}},typeof(plot!),Plot{PlotlyBackend},Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:seriestype,), Tuple{Symbol}},typeof(plot!),Vector{Int64}})
+    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{(:title,), Tuple{String}},typeof(plot!)})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:w,), Tuple{Int64}},typeof(plot!),Plot{GRBackend},Vector{Float64},Vector{Float64},Vararg{Any}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:yaxis, :minorgrid), Tuple{Tuple{String, Symbol}, Bool}},typeof(plot!)})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype), Tuple{Vector{Float64}, Tuple{Symbol, Float64, Stroke}, Vector{Float64}, String, Symbol}},typeof(plot!),Plot{GRBackend},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype), Tuple{Vector{Float64}, Tuple{Symbol, Float64, Stroke}, Vector{Float64}, String, Symbol}},typeof(plot!),Plot{PlotlyBackend},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype), Tuple{Vector{Float64}, Tuple{Symbol, Float64, Stroke}, Vector{Float64}, String, Symbol}},typeof(plot!),Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:annotations, :leg), Tuple{Tuple{Int64, Float64, PlotText}, Bool}},typeof(plot),Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:aspect_ratio, :seriestype), Tuple{Int64, Symbol}},typeof(plot),Vector{String},Vector{String},Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:bar_width, :alpha, :color, :fillto, :label, :seriestype), Tuple{Float64, Float64, Vector{Symbol}, StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64}, String, Symbol}},typeof(plot),Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:bins, :weights, :seriestype), Tuple{Symbol, Vector{Int64}, Symbol}},typeof(plot),Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:color, :line, :marker), Tuple{Matrix{Symbol}, Tuple{Symbol, Int64}, Tuple{Matrix{Symbol}, Int64, Float64, Stroke}}},typeof(plot),Vector{Vector}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:connections, :title, :xlabel, :ylabel, :zlabel, :legend, :margin, :seriestype), Tuple{Tuple{Vector{Int64}, Vector{Int64}, Vector{Int64}}, String, String, String, String, Symbol, AbsoluteLength, Symbol}},typeof(plot),Vector{Int64},Vector{Int64},Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:fill, :seriestype), Tuple{Bool, Symbol}},typeof(plot),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Function})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:fill_z, :alpha, :label, :bar_width, :seriestype), Tuple{StepRange{Int64, Int64}, Vector{Float64}, String, UnitRange{Int64}, Symbol}},typeof(plot),Vector{Int64},Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:framestyle, :title, :color, :layout, :label, :markerstrokewidth, :ticks, :seriestype), Tuple{Matrix{Symbol}, Matrix{String}, Base.ReshapedArray{Int64, 2, UnitRange{Int64}, Tuple{}}, Int64, String, Int64, UnitRange{Int64}, Symbol}},typeof(plot),Vector{Vector{Float64}},Vector{Vector{Float64}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:grid, :title), Tuple{Tuple{Symbol, Symbol, Symbol, Int64, Float64}, String}},typeof(plot),Vector{Float64}})
+    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},Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:label, :legend, :seriestype), Tuple{String, Symbol, Symbol}},typeof(plot),Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:label, :title, :xlabel, :linewidth, :legend), Tuple{Matrix{String}, String, String, Int64, Symbol}},typeof(plot),Vector{Function},Float64,Float64})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:label,), Tuple{Matrix{String}}},typeof(plot),Vector{AbstractVector{Float64}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :group, :linetype, :linecolor), Tuple{Matrix{Any}, Vector{String}, Matrix{Symbol}, Symbol}},typeof(plot),Vector{Float64}})
+    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},Plot{GRBackend}})
+    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},Plot{PlotlyBackend}})
+    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, Matrix{PlotUtils.ContinuousColorGradient}, Matrix{Symbol}}},typeof(plot),Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :t, :leg, :ticks, :border), Tuple{Matrix{Any}, Matrix{Symbol}, Bool, Nothing, Symbol}},typeof(plot),Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :title, :titlelocation, :left_margin, :bottom_margin, :xrotation), Tuple{Matrix{Any}, Matrix{String}, Symbol, Matrix{AbsoluteLength}, AbsoluteLength, Int64}},typeof(plot),Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :xguide, :yguide, :xguidefonthalign, :yguidefontvalign, :xguideposition, :yguideposition, :ymirror, :xmirror, :legend, :seriestype), Tuple{Int64, String, String, Matrix{Symbol}, Matrix{Symbol}, Symbol, Matrix{Symbol}, Matrix{Bool}, Matrix{Bool}, Bool, Matrix{Symbol}}},typeof(plot),Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout, :xlims), Tuple{Matrix{Any}, Tuple{Int64, Float64}}},typeof(plot),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout,), Tuple{Tuple{Int64, Int64}}},typeof(plot),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:layout,), Tuple{Tuple{Int64, Int64}}},typeof(plot),Plot{PlotlyBackend},Plot{PlotlyBackend},Plot{PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:legend,), Tuple{Symbol}},typeof(plot),Vector{Tuple{Int64, Real}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:line, :lab, :ms), Tuple{Tuple{Matrix{Symbol}, Int64}, Matrix{String}, Int64}},typeof(plot),Vector{Vector},Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:line, :label, :legendtitle), Tuple{Tuple{Int64, Matrix{Symbol}}, Matrix{String}, String}},typeof(plot),Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:line, :leg, :fill), Tuple{Int64, Bool, Tuple{Int64, Symbol}}},typeof(plot),Function,Function,Int64,Vararg{Any}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:line, :marker, :bg, :fg, :xlim, :ylim, :leg), Tuple{Tuple{Int64, Symbol, Symbol}, Tuple{Shape{Float64, Float64}, Int64, RGBA{Float64}}, Symbol, Symbol, Tuple{Int64, Int64}, Tuple{Int64, Int64}, Bool}},typeof(plot),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:line_z, :linewidth, :legend), Tuple{StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64}, Int64, Bool}},typeof(plot),Vector{Float64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:m, :markersize, :lab, :bg, :xlim, :ylim, :seriestype), Tuple{Matrix{Symbol}, Int64, Matrix{String}, Symbol, Tuple{Int64, Int64}, Tuple{Int64, Int64}, Symbol}},typeof(plot),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:marker,), Tuple{Bool}},typeof(plot),Vector{Union{Missing, Int64}}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:marker_z, :color, :legend, :seriestype), Tuple{typeof(+), Symbol, Bool, Symbol}},typeof(plot),Vector{Float64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:markershape, :markersize, :marker_z, :line_z, :linewidth), Tuple{Matrix{Symbol}, Matrix{Int64}, Matrix{Int64}, Matrix{Int64}, Matrix{Int64}}},typeof(plot),Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:markershape, :seriestype, :label), Tuple{Symbol, Symbol, String}},typeof(plot),UnitRange{Int64},Vector{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:nbins, :seriestype), Tuple{Int64, Symbol}},typeof(plot),Vector{Float64},Vector{Float64}})
+    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),Vector{ComplexF64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:proj, :m), Tuple{Symbol, Int64}},typeof(plot),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:projection, :seriestype), Tuple{Symbol, Symbol}},typeof(plot),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},UnitRange{Int64},Matrix{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:quiver, :seriestype), Tuple{Tuple{Vector{Float64}, Vector{Float64}, Vector{Float64}}, Symbol}},typeof(plot),Vector{Float64},Vector{Float64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:reg, :fill), Tuple{Bool, Tuple{Int64, Symbol}}},typeof(plot),Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:ribbon,), Tuple{Tuple{LinRange{Float64, Int64}, LinRange{Float64, Int64}}}},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{Matrix{Symbol}, Vector{Symbol}, Int64, Vector{Symbol}}},typeof(plot),Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:seriestype,), Tuple{Symbol}},typeof(plot),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:seriestype,), Tuple{Symbol}},typeof(plot),Vector{DateTime},UnitRange{Int64},Matrix{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:seriestype,), Tuple{Symbol}},typeof(plot),Vector{OHLC}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:st, :xlabel, :ylabel, :zlabel), Tuple{Symbol, String, String, String}},typeof(plot),Vector{Float64},Vector{Float64},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:title, :l, :seriestype), Tuple{String, Float64, Symbol}},typeof(plot),Vector{String},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:title, :xflip, :yflip, :zflip, :zlabel, :grid, :ylabel, :minorgrid, :xlabel, :seriestype), Tuple{String, Bool, Bool, Bool, String, Bool, String, Bool, String, Symbol}},typeof(plot),Vector{Float64},Vector{Float64},Function})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:title, :xmirror, :ymirror, :zmirror, :zlabel, :grid, :ylabel, :minorgrid, :xlabel, :seriestype), Tuple{String, Bool, Bool, Bool, String, Bool, String, Bool, String, Symbol}},typeof(plot),Vector{Float64},Vector{Float64},Function})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:title, :zlabel, :grid, :ylabel, :minorgrid, :xlabel, :seriestype), Tuple{String, String, Bool, String, Bool, String, Symbol}},typeof(plot),Vector{Float64},Vector{Float64},Function})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:title,), Tuple{Matrix{String}}},typeof(plot),Plot{GRBackend},Plot{GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:title,), Tuple{Matrix{String}}},typeof(plot),Plot{PlotlyBackend},Plot{PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:w,), Tuple{Int64}},typeof(plot),Matrix{Float64}})
+    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),Matrix{Float64}})
+    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),Vector{Float64},Vector{Float64},UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(portfoliocomposition)),Any,typeof(portfoliocomposition),Any,Vararg{Any}})
+    Base.precompile(Tuple{Core.kwftype(typeof(test_examples)),NamedTuple{(:skip, :disp), Tuple{Vector{Int64}, Bool}},typeof(test_examples),Symbol})
+    Base.precompile(Tuple{Core.kwftype(typeof(test_examples)),NamedTuple{(:skip,), Tuple{Vector{Int64}}},typeof(test_examples),Symbol})
+    Base.precompile(Tuple{Core.kwftype(typeof(yaxis!)),Any,typeof(yaxis!),Any,Any})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol, Any},AbstractVector{OHLC}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol, Any},PortfolioComposition})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol, Any},Type{Val{:barhist}},Any,Any,Any})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol, Any},Type{Val{:bar}},Any,Any,Any})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol, Any},Type{Val{:bins2d}},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{:hspan}},Any,Any,Any})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol, Any},Type{Val{:lens}},AbstractPlot})
+    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{:sticks}},Any,Any,Any})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol, Any},Type{Val{:vline}},Any,Any,Any})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),AbstractDict{Symbol, Any},Type{Val{:vspan}},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),AbstractDict{Symbol, Any},Vector{ComplexF64}})
+    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},Vector{Dict{Symbol, Any}}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.plot_setup!),Plot{PlotlyBackend},Dict{Symbol, Any},Vector{Dict{Symbol, Any}}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.preprocess_attributes!),Plot{GRBackend},DefaultsDict})
+    Base.precompile(Tuple{typeof(RecipesPipeline.process_sliced_series_attributes!),Plot{GRBackend},Vector{Dict{Symbol, Any}}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.process_sliced_series_attributes!),Plot{PlotlyBackend},Vector{Dict{Symbol, Any}}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.process_userrecipe!),Plot{GRBackend},Vector{Dict{Symbol, Any}},Dict{Symbol, Any}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.unzip),Vector{GeometryBasics.Point2{Float64}}})
+    Base.precompile(Tuple{typeof(_bin_centers),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64}})
+    Base.precompile(Tuple{typeof(_cbar_unique),Vector{PlotUtils.ContinuousColorGradient},String})
+    Base.precompile(Tuple{typeof(_cycle),StepRange{Int64, Int64},Vector{Int64}})
+    Base.precompile(Tuple{typeof(_cycle),Vector{Float64},StepRange{Int64, Int64}})
+    Base.precompile(Tuple{typeof(_cycle),Vector{Float64},Vector{Int64}})
+    Base.precompile(Tuple{typeof(_do_plot_show),Plot{GRBackend},Bool})
+    Base.precompile(Tuple{typeof(_do_plot_show),Plot{PlotlyBackend},Bool})
+    Base.precompile(Tuple{typeof(_preprocess_barlike),DefaultsDict,Base.OneTo{Int64},Vector{Float64}})
+    Base.precompile(Tuple{typeof(_preprocess_binlike),DefaultsDict,StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Vector{Float64}})
+    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(_update_subplot_periphery),Subplot{GRBackend},Vector{Any}})
+    Base.precompile(Tuple{typeof(_update_subplot_periphery),Subplot{PlotlyBackend},Vector{Any}})
+    Base.precompile(Tuple{typeof(annotate!),AbstractVector{<:Tuple}})
+    Base.precompile(Tuple{typeof(axis_limits),Subplot{GRBackend},Symbol,Bool,Bool})
+    Base.precompile(Tuple{typeof(axis_limits),Subplot{PlotlyBackend},Symbol,Bool,Bool})
+    Base.precompile(Tuple{typeof(backend),PlotlyBackend})
+    Base.precompile(Tuple{typeof(bbox),AbsoluteLength,AbsoluteLength,AbsoluteLength,AbsoluteLength})
+    Base.precompile(Tuple{typeof(bbox),Float64,Float64,Float64,Float64})
+    Base.precompile(Tuple{typeof(build_layout),GridLayout,Int64,Vector{Plot}})
+    Base.precompile(Tuple{typeof(convert_to_polar),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Vector{Float64},Tuple{Int64, Float64}})
+    Base.precompile(Tuple{typeof(error_coords),Vector{Float64},Vector{Float64},Vector{Float64},Vararg{Vector{Float64}}})
+    Base.precompile(Tuple{typeof(error_coords),Vector{Float64},Vector{Float64},Vector{Float64}})
+    Base.precompile(Tuple{typeof(error_zipit),Tuple{Vector{Float64}, Vector{Float64}, Vector{Float64}}})
+    Base.precompile(Tuple{typeof(fakedata),Int64,Int64})
+    Base.precompile(Tuple{typeof(get_minor_ticks),Subplot{GRBackend},Axis,Tuple{Vector{Float64}, Vector{String}}})
+    Base.precompile(Tuple{typeof(get_minor_ticks),Subplot{GRBackend},Axis,Tuple{Vector{Int64}, Vector{String}}})
+    Base.precompile(Tuple{typeof(get_series_color),SubArray{Symbol, 1, Vector{Symbol}, Tuple{UnitRange{Int64}}, true},Subplot{GRBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(get_series_color),Vector{Symbol},Subplot{GRBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(get_series_color),Vector{Symbol},Subplot{PlotlyBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(get_ticks),StepRange{Int64, Int64},Vector{Float64},Vector{Any},Tuple{Int64, Int64},Vararg{Any}})
+    Base.precompile(Tuple{typeof(get_ticks),Symbol,Vector{Float64},Vector{Any},Tuple{Float64, Float64},Vararg{Any}})
+    Base.precompile(Tuple{typeof(get_ticks),Symbol,Vector{Float64},Vector{Any},Tuple{Int64, Float64},Vararg{Any}})
+    Base.precompile(Tuple{typeof(get_ticks),Symbol,Vector{Float64},Vector{Any},Tuple{Int64, Int64},Vararg{Any}})
+    Base.precompile(Tuple{typeof(get_ticks),UnitRange{Int64},Vector{Float64},Vector{Any},Tuple{Float64, Float64},Vararg{Any}})
+    Base.precompile(Tuple{typeof(get_xy),Vector{OHLC}})
+    Base.precompile(Tuple{typeof(gr_add_legend),Subplot{GRBackend},NamedTuple{(:w, :h, :dy, :leftw, :textw, :rightw, :xoffset, :yoffset, :width_factor), NTuple{9, Float64}},Vector{Float64}})
+    Base.precompile(Tuple{typeof(gr_add_legend),Subplot{GRBackend},NamedTuple{(:w, :h, :dy, :leftw, :textw, :rightw, :xoffset, :yoffset, :width_factor), Tuple{Int64, Int64, Int64, Float64, Int64, Float64, Float64, Float64, Float64}},Vector{Float64}})
+    Base.precompile(Tuple{typeof(gr_display),Subplot{GRBackend},AbsoluteLength,AbsoluteLength,Vector{Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_contour),Series,StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Matrix{Float64},Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_heatmap),Series,Vector{Float64},Vector{Float64},Matrix{Float64},Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_marker),Series,Float64,Float64,Tuple{Float64, Float64},Int64,Float64,Float64,Symbol})
+    Base.precompile(Tuple{typeof(gr_draw_marker),Series,Float64,Float64,Tuple{Float64, Float64},Int64,Int64,Int64,Shape{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_marker),Series,Int64,Float64,Tuple{Float64, Float64},Int64,Float64,Int64,Symbol})
+    Base.precompile(Tuple{typeof(gr_draw_marker),Series,Int64,Float64,Tuple{Float64, Float64},Int64,Int64,Int64,Symbol})
+    Base.precompile(Tuple{typeof(gr_draw_marker),Series,Int64,Int64,Tuple{Float64, Float64},Int64,Int64,Int64,Symbol})
+    Base.precompile(Tuple{typeof(gr_draw_segments),Series,Base.OneTo{Int64},UnitRange{Int64},Tuple{Vector{Float64}, Vector{Float64}},Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_segments),Series,Base.OneTo{Int64},Vector{Float64},Int64,Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_segments),Series,StepRange{Int64, Int64},Vector{Float64},Int64,Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_segments),Series,Vector{Float64},Vector{Float64},Int64,Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_surface),Series,Vector{Float64},Vector{Float64},Matrix{Float64},Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_draw_surface),Series,Vector{Float64},Vector{Float64},Vector{Float64},Tuple{Float64, Float64}})
+    Base.precompile(Tuple{typeof(gr_fill_viewport),Vector{Float64},RGBA{Float64}})
+    Base.precompile(Tuple{typeof(gr_get_ticks_size),Tuple{Vector{Float64}, Vector{String}},Int64})
+    Base.precompile(Tuple{typeof(gr_label_ticks),Subplot{GRBackend},Symbol,Tuple{Vector{Float64}, Vector{String}}})
+    Base.precompile(Tuple{typeof(gr_label_ticks),Subplot{GRBackend},Symbol,Tuple{Vector{Int64}, Vector{String}}})
+    Base.precompile(Tuple{typeof(gr_label_ticks_3d),Subplot{GRBackend},Symbol,Tuple{Vector{Float64}, Vector{String}}})
+    Base.precompile(Tuple{typeof(gr_polaraxes),Int64,Float64,Subplot{GRBackend}})
+    Base.precompile(Tuple{typeof(gr_set_gradient),PlotUtils.ContinuousColorGradient})
+    Base.precompile(Tuple{typeof(gr_text),Float64,Float64,String})
+    Base.precompile(Tuple{typeof(gr_text_size),String})
+    Base.precompile(Tuple{typeof(gr_update_viewport_legend!),Vector{Float64},Subplot{GRBackend},NamedTuple{(:w, :h, :dy, :leftw, :textw, :rightw, :xoffset, :yoffset, :width_factor), NTuple{9, Float64}}})
+    Base.precompile(Tuple{typeof(gr_update_viewport_legend!),Vector{Float64},Subplot{GRBackend},NamedTuple{(:w, :h, :dy, :leftw, :textw, :rightw, :xoffset, :yoffset, :width_factor), Tuple{Int64, Int64, Int64, Float64, Int64, Float64, Float64, Float64, Float64}}})
+    Base.precompile(Tuple{typeof(gr_viewport_from_bbox),Subplot{GRBackend},BoundingBox{Tuple{AbsoluteLength, AbsoluteLength}, Tuple{AbsoluteLength, AbsoluteLength}},AbsoluteLength,AbsoluteLength,Vector{Float64}})
+    Base.precompile(Tuple{typeof(heatmap_edges),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64},Symbol})
+    Base.precompile(Tuple{typeof(heatmap_edges),UnitRange{Int64},Symbol})
+    Base.precompile(Tuple{typeof(heatmap_edges),Vector{Float64},Symbol})
+    Base.precompile(Tuple{typeof(ignorenan_minimum),Vector{Int64}})
+    Base.precompile(Tuple{typeof(is_marker_supported),GRBackend,Vector{Symbol}})
+    Base.precompile(Tuple{typeof(layout_args),Matrix{Any}})
+    Base.precompile(Tuple{typeof(link_axes!),GridLayout,Symbol})
+    Base.precompile(Tuple{typeof(optimal_ticks_and_labels),Nothing,Tuple{Float64, Float64},Symbol,Function})
+    Base.precompile(Tuple{typeof(optimal_ticks_and_labels),Nothing,Tuple{Float64, Float64},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(optimal_ticks_and_labels),Nothing,Tuple{Int64, Float64},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(optimal_ticks_and_labels),Nothing,Tuple{Int64, Int64},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(optimal_ticks_and_labels),StepRange{Int64, Int64},Tuple{Int64, Int64},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(optimal_ticks_and_labels),UnitRange{Int64},Tuple{Float64, Float64},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(partialcircle),Int64,Float64,Int64})
+    Base.precompile(Tuple{typeof(plot!),Plot,Plot,Plot,Vararg{Plot}})
+    Base.precompile(Tuple{typeof(plot),Any,Any})
+    Base.precompile(Tuple{typeof(plot),Plot{GRBackend},Plot{GRBackend},Plot{GRBackend},Vararg{Plot{GRBackend}}})
+    Base.precompile(Tuple{typeof(plot),Plot{GRBackend},Plot{GRBackend}})
+    Base.precompile(Tuple{typeof(plot),Plot{GRBackend}})
+    Base.precompile(Tuple{typeof(plot),Plot{PlotlyBackend},Plot{PlotlyBackend}})
+    Base.precompile(Tuple{typeof(processLineArg),Dict{Symbol, Any},Matrix{Symbol}})
+    Base.precompile(Tuple{typeof(processMarkerArg),Dict{Symbol, Any},Matrix{Symbol}})
+    Base.precompile(Tuple{typeof(processMarkerArg),Dict{Symbol, Any},RGBA{Float64}})
+    Base.precompile(Tuple{typeof(processMarkerArg),Dict{Symbol, Any},Shape{Float64, Float64}})
+    Base.precompile(Tuple{typeof(process_annotation),Subplot{GRBackend},Int64,Float64,PlotText,Font})
+    Base.precompile(Tuple{typeof(process_annotation),Subplot{GRBackend},Int64,Float64,PlotText})
+    Base.precompile(Tuple{typeof(process_annotation),Subplot{GRBackend},Int64,Float64,Tuple{String, Int64, Symbol, Symbol},Font})
+    Base.precompile(Tuple{typeof(process_annotation),Subplot{GRBackend},Int64,Float64,Tuple{String, Int64, Symbol, Symbol}})
+    Base.precompile(Tuple{typeof(process_annotation),Subplot{GRBackend},Int64,Float64,Tuple{String, Symbol, Int64, String},Font})
+    Base.precompile(Tuple{typeof(process_annotation),Subplot{GRBackend},Int64,Float64,Tuple{String, Symbol, Int64, String}})
+    Base.precompile(Tuple{typeof(process_annotation),Subplot{PlotlyBackend},Int64,Float64,PlotText,Font})
+    Base.precompile(Tuple{typeof(process_annotation),Subplot{PlotlyBackend},Int64,Float64,PlotText})
+    Base.precompile(Tuple{typeof(process_annotation),Subplot{PlotlyBackend},Int64,Float64,Tuple{String, Int64, Symbol, Symbol},Font})
+    Base.precompile(Tuple{typeof(process_annotation),Subplot{PlotlyBackend},Int64,Float64,Tuple{String, Int64, Symbol, Symbol}})
+    Base.precompile(Tuple{typeof(process_annotation),Subplot{PlotlyBackend},Int64,Float64,Tuple{String, Symbol, Int64, String},Font})
+    Base.precompile(Tuple{typeof(process_annotation),Subplot{PlotlyBackend},Int64,Float64,Tuple{String, Symbol, Int64, String}})
+    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(push!),Plot{GRBackend},Float64,Vector{Float64}})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64, Float64, Float64}},Tuple{Float64, Int64, Int64},Tuple{Float64, Int64, Int64}})
+    Base.precompile(Tuple{typeof(resetfontsizes)})
+    Base.precompile(Tuple{typeof(scalefontsizes),Float64})
+    Base.precompile(Tuple{typeof(series_annotations),Vector{Any}})
+    Base.precompile(Tuple{typeof(slice_arg),Matrix{AbsoluteLength},Int64})
+    Base.precompile(Tuple{typeof(slice_arg),Matrix{Bool},Int64})
+    Base.precompile(Tuple{typeof(slice_arg),Matrix{Int64},Int64})
+    Base.precompile(Tuple{typeof(spy),Any})
+    Base.precompile(Tuple{typeof(straightline_data),Tuple{Float64, Float64},Tuple{Float64, Float64},Vector{Float64},Vector{Float64},Int64})
+    Base.precompile(Tuple{typeof(title!),AbstractString})
+    Base.precompile(Tuple{typeof(update_child_bboxes!),GridLayout})
+    Base.precompile(Tuple{typeof(update_clims),Float64,Float64,SubArray{Int64, 1, Vector{Int64}, Tuple{UnitRange{Int64}}, true},typeof(ignorenan_extrema)})
+    Base.precompile(Tuple{typeof(warn_on_attr_dim_mismatch),Series,Vector{Float64},Vector{Float64},Nothing,Base.Iterators.Flatten{Vector{Tuple{SeriesSegment}}}})
+    Base.precompile(Tuple{typeof(xgrid!),Plot{GRBackend},Symbol,Vararg{Any}})
+    Base.precompile(Tuple{typeof(xgrid!),Plot{PlotlyBackend},Symbol,Vararg{Any}})
+    Base.precompile(Tuple{typeof(xlims),Subplot{PlotlyBackend}})
+    isdefined(Plots, Symbol("#2#6")) && Base.precompile(Tuple{getfield(Plots, Symbol("#2#6")),UnitRange{Int64}})
+    isdefined(Plots, Symbol("#322#358")) && Base.precompile(Tuple{getfield(Plots, Symbol("#322#358"))})
+    isdefined(Plots, Symbol("#add_major_or_minor_segments#102")) && Base.precompile(Tuple{getfield(Plots, Symbol("#add_major_or_minor_segments#102")),Vector{Float64},Bool,Segments{Tuple{Float64, Float64}},Float64,Bool})
+    isdefined(Plots, Symbol("#add_major_or_minor_segments#103")) && Base.precompile(Tuple{getfield(Plots, Symbol("#add_major_or_minor_segments#103")),Vector{Float64},Bool,Segments{Tuple{Float64, Float64, Float64}},Float64,Bool})
+end

deps/SnoopCompile/snoop_bench.jl

@@ -1,8 +1,6 @@
-using CompileBot
+include("snoop_bot_config.jl")
 
 snoop_bench(
-    BotConfig(
-        "Plots",
-    ),
+    botconfig,
     joinpath(@__DIR__, "precompile_script.jl"),
 )

deps/SnoopCompile/snoop_bot.jl

@@ -1,8 +1,6 @@
-using CompileBot
+include("snoop_bot_config.jl")
 
 snoop_bot(
-    BotConfig(
-        "Plots",
-    ),
+    botconfig,
     joinpath(@__DIR__, "precompile_script.jl"),
 )

deps/SnoopCompile/snoop_bot_config.jl

@@ -0,0 +1,7 @@
+using CompileBot
+
+botconfig = BotConfig(
+    "Plots",
+    version = ["1.6", "1.7", "1.8", "nightly"],  # <<< keep these versions in sync with .github/workflows/SnoopCompile.yml
+    # else_version = "nightly",
+)

src/Plots.jl

@@ -1,37 +1,52 @@
 module Plots
 
+using Pkg
+
 if isdefined(Base, :Experimental) && isdefined(Base.Experimental, Symbol("@optlevel"))
     @eval Base.Experimental.@optlevel 1
 end
+if isdefined(Base, :Experimental) && isdefined(Base.Experimental, Symbol("@max_methods"))
+    @eval Base.Experimental.@max_methods 1
+end
 
-const _current_plots_version = VersionNumber(
-    split(
-        first(
-            filter(
-                line -> occursin("version", line),
-                readlines(normpath(@__DIR__, "..", "Project.toml")),
-            ),
-        ),
-        "\"",
-    )[2],
-)
+const _plots_project = Pkg.Types.read_project(normpath(@__DIR__, "..", "Project.toml"))
+const _current_plots_version = _plots_project.version
+const _plots_compats = _plots_project.compat
+function _check_compat(sim::Module)
+    sim_str = string(sim)
+    if !haskey(_plots_compats, sim_str)
+        return nothing
+    end
+    be_v = Pkg.Types.read_project(joinpath(Base.pkgdir(sim), "Project.toml")).version
+    be_c = _plots_compats[sim_str]
+    if be_c isa String # julia 1.6
+        if !(be_v in Pkg.Types.semver_spec(be_c))
+            @warn "$sim $be_v is not compatible with this version of Plots. The declared compatibility is $(be_c)."
+        end
+    else
+        if isempty(intersect(be_v, be_c.val))
+            @warn "$sim $be_v is not compatible with this version of Plots. The declared compatibility is $(be_c.str)."
+        end
+    end
+end
 
 using Reexport
 
 import GeometryBasics
-using Dates, Printf, Statistics, Base64, LinearAlgebra, Random
+using Dates, Printf, Statistics, Base64, LinearAlgebra, Random, Unzip
 using SparseArrays
 
 using FFMPEG
 
 @reexport using RecipesBase
-import RecipesBase: plot, plot!, animate, is_explicit
+import RecipesBase: plot, plot!, animate, is_explicit, grid
 using Base.Meta
 @reexport using PlotUtils
 @reexport using PlotThemes
-import Showoff
+import UnicodeFun
 import StatsBase
 import Downloads
+import Showoff
 import JSON
 
 using Requires
@@ -41,7 +56,6 @@ export
     grid,
     bbox,
     plotarea,
-    @layout,
     KW,
 
     wrap,
@@ -166,6 +180,8 @@ const BBox = Measures.Absolute2DBox
 const px = AbsoluteLength(0.254)
 const pct = Length{:pct,Float64}(1.0)
 
+Base.convert(::Type{<:Measure}, x::Float64) = x * pct
+
 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)
@@ -194,14 +210,13 @@ import RecipesPipeline:
     pop_kw!,
     scale_func,
     inverse_scale_func,
-    unzip,
     dateformatter,
     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"
+const _plotly_min_js_filename = "plotly-2.6.3.min.js"
 
 include("types.jl")
 include("utils.jl")
@@ -209,6 +224,7 @@ include("colorbars.jl")
 include("axes.jl")
 include("args.jl")
 include("components.jl")
+include("consts.jl")
 include("themes.jl")
 include("plot.jl")
 include("pipeline.jl")

src/arg_desc.jl

@@ -32,7 +32,8 @@ const _arg_desc = KW(
     :line_z             => "AbstractVector, Function `f(x,y,z) -> z_value`, or Function `f(x,y) -> z_value`, or nothing. z-values for each series line segment, which correspond to the color to be used from a linecolor gradient.  Note that for N points, only the first N-1 values are used (one per line-segment).",
     :fill_z             => "Matrix{Float64} of the same size as z matrix, which specifies the color of the 3D surface; the default value is `nothing`.",
     :levels             => "Integer (number of contours) or AbstractVector (contour values). Determines contour levels for a contour type.",
-    :orientation        => "Symbol.  Horizontal or vertical orientation for bar types.  Values `:h`, `:hor`, `:horizontal` correspond to horizontal (sideways, anchored to y-axis), and `:v`, `:vert`, and `:vertical` correspond to vertical (the default).",
+    :permute            => "Tuple{Symbol,Symbol}. Permutes data and axis properties of the axes given in the tuple. E.g. (:x, :y).",
+    :orientation        => "Symbol. (deprecated) Horizontal or vertical orientation for bar types.  Values `:h`, `:hor`, `:horizontal` correspond to horizontal (sideways, anchored to y-axis), and `:v`, `:vert`, and `:vertical` correspond to vertical (the default).",
     :bar_position       => "Symbol.  Choose from `:overlay` (default), `:stack`.  (warning: May not be implemented fully)",
     :bar_width          => "nothing or Number. Width of bars in data coordinates. When nothing, chooses based on x (or y when `orientation = :h`).",
     :bar_edges          => "Bool.  Align bars to edges (true), or centers (the default)?",
@@ -52,6 +53,7 @@ const _arg_desc = KW(
     :primary            => "Bool.  Does this count as a 'real series'?  For example, you could have a path (primary), and a scatter (secondary) as 2 separate series, maybe with different data (see sticks recipe for an example).  The secondary series will get the same color, etc as the primary.",
     :hover              => "nothing or vector of strings. Text to display when hovering over each data point.",
     :colorbar_entry     => "Bool.  Include this series in the color bar?  Set to `false` to exclude.",
+    :z_order            => "Symbol or Integer. :front (default), :back or index of position where 1 is farest in the background.",
 
     # plot args
     :plot_title               => "String. Title for the whole plot (not the subplots)",
@@ -86,26 +88,28 @@ const _arg_desc = KW(
     :titlefontrotation => "Real. Font rotation of subplot title",
     :titlefontcolor => "Color Type. Font color of subplot title",
     :background_color_subplot => "Color Type or `:match` (matches `:background_color`).  Base background color of the subplot.",
-    :background_color_legend  => "Color Type or `:match` (matches `:background_color_subplot`).  Background color of the legend.",
+    :legend_background_color => "Color Type or `:match` (matches `:background_color_subplot`).  Background color of the legend.",
     :background_color_inside => "Color Type or `:match` (matches `:background_color_subplot`).  Background color inside the plot area (under the grid).",
     :foreground_color_subplot => "Color Type or `:match` (matches `:foreground_color`).  Base foreground color of the subplot.",
-    :foreground_color_legend  => "Color Type or `:match` (matches `:foreground_color_subplot`).  Foreground color of the legend.",
+    :legend_foreground_color => "Color Type or `:match` (matches `:foreground_color_subplot`).  Foreground color of the legend.",
     :foreground_color_title => "Color Type or `:match` (matches `:foreground_color_subplot`). Color of subplot title.",
     :color_palette => "Vector of colors (cycle through) or color gradient (generate list from gradient) or `:auto` (generate a color list using `Colors.distiguishable_colors` and custom seed colors chosen to contrast with the background).  The color palette is a color list from which series colors are automatically chosen.",
-    :legend                   => "Bool (show the legend?) or (x,y) tuple or Symbol (legend position) or angle or (angle,inout) tuple. Bottom left corner of legend is placed at (x,y).  Symbol values: `:none`; `:best`; `:inline`; `:inside`; `:legend`; any valid combination of `:(outer ?)(top/bottom ?)(right/left ?)`, i.e.: `:top`, `:topright`, `:outerleft`, `:outerbottomright` ... (note: only some may be supported in each backend). Legend is positioned at (angle degrees) (so (90,:outer) is roughly equivalent to :outertop), close to the inside of the axes or the outside if inout=:outer.",
-    :legendfontfamily         => "String or Symbol. Font family of legend entries.",
-    :legendfontsize           => "Integer. Font pointsize of legend entries.",
-    :legendfonthalign         => "Symbol. Font horizontal alignment of legend entries: :hcenter, :left, :right or :center",
-    :legendfontvalign         => "Symbol. Font vertical alignment of legend entries: :vcenter, :top, :bottom or :center",
-    :legendfontrotation       => "Real. Font rotation of legend entries",
-    :legendfontcolor          => "Color Type. Font color of legend entries",
-    :legendtitle              => "String. Legend title.",
-    :legendtitlefontfamily    => "String or Symbol. Font family of the legend title.",
-    :legendtitlefontsize      => "Integer. Font pointsize the legend title.",
-    :legendtitlefonthalign    => "Symbol. Font horizontal alignment of the legend title: :hcenter, :left, :right or :center",
-    :legendtitlefontvalign    => "Symbol. Font vertical alignment of the legend title: :vcenter, :top, :bottom or :center",
-    :legendtitlefontrotation  => "Real. Font rotation of the legend title",
-    :legendtitlefontcolor     => "Color Type. Font color of the legend title",
+    :legend_position => "Bool (show the legend?) or (x,y) tuple or Symbol (legend position) or angle or (angle,inout) tuple. Bottom left corner of legend is placed at (x,y).  Symbol values: `:none`; `:best`; `:inline`; `:inside`; `:legend`; any valid combination of `:(outer ?)(top/bottom ?)(right/left ?)`, i.e.: `:top`, `:topright`, `:outerleft`, `:outerbottomright` ... (note: only some may be supported in each backend)",
+    :legend_column => "Integer. Number of columns in the legend. `-1` stands for maximum number of colums (horizontal legend).",
+    :legend_title_font => "Font. Font of the legend title.",
+    :legend_font_family => "String or Symbol. Font family of legend entries.",
+    :legend_font_pointsize => "Integer. Font pointsize of legend entries.",
+    :legend_font_halign => "Symbol. Font horizontal alignment of legend entries: :hcenter, :left, :right or :center",
+    :legend_font_valign => "Symbol. Font vertical alignment of legend entries: :vcenter, :top, :bottom or :center",
+    :legend_font_rotation => "Real. Font rotation of legend entries",
+    :legend_font_color => "Color Type. Font color of legend entries",
+    :legend_title => "String. Legend title.",
+    :legend_title_font_family => "String or Symbol. Font family of the legend title.",
+    :legend_title_font_pointsize => "Integer. Font pointsize the legend title.",
+    :legend_title_font_halign => "Symbol. Font horizontal alignment of the legend title: :hcenter, :left, :right or :center",
+    :legend_title_font_valign => "Symbol. Font vertical alignment of the legend title: :vcenter, :top, :bottom or :center",
+    :legend_title_font_rotation => "Real. Font rotation of the legend title",
+    :legend_title_font_color => "Color Type. Font color of the legend title",
     :colorbar => "Bool (show the colorbar?) or Symbol (colorbar position).  Symbol values: `:none`, `:best`, `:right`, `:left`, `:top`, `:bottom`, `:legend` (matches legend value) (note: only some may be supported in each backend)",
     :clims => "`:auto`, NTuple{2,Number}, or a function that takes series data in and returns NTuple{2,Number}.  Fixes the limits of the colorbar.",
     :colorbar_fontfamily => "String or Symbol. Font family of colobar entries.",
@@ -115,8 +119,8 @@ const _arg_desc = KW(
     :colorbar_tickfontcolor => "Color Type. Font color of colorbar tick entries",
     :colorbar_scale => "Symbol. Scale of the colorbar axis: `:none`, `:ln`, `:log2`, `:log10`",
     :colorbar_formatter => "Function, :scientific, :plain or :auto. A method which converts a number to a string for tick labeling.",
-    :legendfont               => "Font. Font of legend items.",
-    :legendtitlefont          => "Font. Font of the legend title.",
+    :legend_font => "Font. Font of legend items.",
+    :legend_titlefont => "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, PlotText (created with `text(args...)`), or a tuple of arguments to `text` (e.g., `(\"Label\", 8, :red, :top)`). Add one-off text annotations at the x,y coordinates.",
     :annotationfontfamily => "String or Symbol. Font family of annotations.",
     :annotationfontsize => "Integer. Font pointsize of annotations.",

src/args.jl

@@ -24,8 +24,9 @@ function add_aliases(sym::Symbol, aliases::Symbol...)
     return nothing
 end
 
-function add_axes_aliases(sym::Symbol, aliases::Symbol...)
+function add_axes_aliases(sym::Symbol, aliases::Symbol...; generic::Bool = true)
     sym in keys(_axis_defaults) || throw(ArgumentError("Invalid `$sym`"))
+    generic && add_aliases(sym, aliases...)
     for letter in (:x, :y, :z)
         add_aliases(Symbol(letter, sym), (Symbol(letter, a) for a in aliases)...)
     end
@@ -88,6 +89,8 @@ const _allTypes = vcat(
     _3dTypes,
 )
 
+const _z_colored_series = [:contour, :contour3d, :heatmap, :histogram2d, :surface, :hexbin]
+
 const _typeAliases = Dict{Symbol,Symbol}(
     :n             => :none,
     :no            => :none,
@@ -396,6 +399,8 @@ const _series_defaults = KW(
     :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
+    :z_order      => :front, # one of :front, :back or integer in 1:length(sp.series_list)
+    :permute      => :none, # tuple of two symbols to be permuted
     :extra_kwargs => Dict(),
 )
 
@@ -444,14 +449,10 @@ const _subplot_defaults = KW(
     :titlefontrotation => 0.0,
     :titlefontcolor => :match,
     :background_color_subplot => :match,            # default for other bg colors... match takes plot default
-    :background_color_legend => :match,            # background of legend
     :background_color_inside => :match,            # background inside grid
     :foreground_color_subplot => :match,            # default for other fg colors... match takes plot default
-    :foreground_color_legend => :match,            # foreground of legend
     :foreground_color_title => :match,            # title color
     :color_palette => :auto,
-    :legend => :best,
-    :legendtitle => nothing,
     :colorbar => :legend,
     :clims => :auto,
     :colorbar_fontfamily => :match,
@@ -466,18 +467,6 @@ const _subplot_defaults = KW(
     :colorbar_formatter => :auto,
     :colorbar_discrete_values => [],
     :colorbar_continuous_values => zeros(0),
-    :legendfontfamily => :match,
-    :legendfontsize => 8,
-    :legendfonthalign => :hcenter,
-    :legendfontvalign => :vcenter,
-    :legendfontrotation => 0.0,
-    :legendfontcolor => :match,
-    :legendtitlefontfamily => :match,
-    :legendtitlefontsize => 11,
-    :legendtitlefonthalign => :hcenter,
-    :legendtitlefontvalign => :vcenter,
-    :legendtitlefontrotation => 0.0,
-    :legendtitlefontcolor => :match,
     :annotations => [],                # annotation tuples... list of (x,y,annotation)
     :annotationfontfamily => :match,
     :annotationfontsize => 14,
@@ -496,6 +485,7 @@ const _subplot_defaults = KW(
     :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,
@@ -565,80 +555,6 @@ const _suppress_warnings = Set{Symbol}([
     :relative_bbox,
 ])
 
-# add defaults for the letter versions
-const _axis_defaults_byletter = KW()
-
-function reset_axis_defaults_byletter!()
-    for letter in (:x, :y, :z)
-        _axis_defaults_byletter[letter] = KW()
-        for (k, v) in _axis_defaults
-            _axis_defaults_byletter[letter][k] = v
-        end
-    end
-end
-reset_axis_defaults_byletter!()
-
-const _all_defaults = KW[_series_defaults, _plot_defaults, _subplot_defaults]
-
-const _initial_defaults = deepcopy(_all_defaults)
-const _initial_axis_defaults = deepcopy(_axis_defaults)
-
-# to be able to reset font sizes to initial values
-const _initial_plt_fontsizes =
-    Dict(:plot_titlefontsize => _plot_defaults[:plot_titlefontsize])
-
-const _initial_sp_fontsizes = Dict(
-    :titlefontsize => _subplot_defaults[:titlefontsize],
-    :legendfontsize => _subplot_defaults[:legendfontsize],
-    :legendtitlefontsize => _subplot_defaults[:legendtitlefontsize],
-    :annotationfontsize => _subplot_defaults[:annotationfontsize],
-    :colorbar_tickfontsize => _subplot_defaults[:colorbar_tickfontsize],
-    :colorbar_titlefontsize => _subplot_defaults[:colorbar_titlefontsize],
-)
-
-const _initial_ax_fontsizes = Dict(
-    :tickfontsize  => _axis_defaults[:tickfontsize],
-    :guidefontsize => _axis_defaults[:guidefontsize],
-)
-
-const _initial_fontsizes =
-    merge(_initial_plt_fontsizes, _initial_sp_fontsizes, _initial_ax_fontsizes)
-
-const _internal_args =
-    [:plot_object, :series_plotindex, :markershape_to_add, :letter, :idxfilter]
-
-const _axis_args = sort(union(collect(keys(_axis_defaults))))
-const _series_args = sort(union(collect(keys(_series_defaults))))
-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, :plot_titlefont, :colorbar_titlefont]
-const _magic_series_args = [:line, :marker, :fill]
-
-const _all_axis_args = sort(union([_axis_args; _magic_axis_args]))
-const _all_subplot_args = sort(union([_subplot_args; _magic_subplot_args]))
-const _all_series_args = sort(union([_series_args; _magic_series_args]))
-const _all_plot_args = _plot_args
-
-for letter in (:x, :y, :z)
-    _attrsymbolcache[letter] = Dict{Symbol,Symbol}()
-    for k in keys(_axis_defaults)
-        # populate attribute cache
-        lk = Symbol(letter, k)
-        _attrsymbolcache[letter][k] = lk
-        # allow the underscore version too: xguide or x_guide
-        add_aliases(lk, Symbol(letter, "_", k))
-    end
-    for k in (_magic_axis_args..., :(_discrete_indices))
-        _attrsymbolcache[letter][k] = Symbol(letter, k)
-    end
-end
-
-const _all_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
 is_axis_attr(k) = Symbol(chop(string(k); head = 1, tail = 0)) in _all_axis_args
@@ -670,9 +586,46 @@ aliases(aliasMap::Dict{Symbol,Symbol}, val) =
     sortedkeys(filter((k, v) -> v == val, aliasMap))
 
 # -----------------------------------------------------------------------------
-
+# legend
+add_aliases(:legend_position, :legend, :leg, :key, :legends)
+add_aliases(
+    :legend_background_color,
+    :bg_legend,
+    :bglegend,
+    :bgcolor_legend,
+    :bg_color_legend,
+    :background_legend,
+    :background_colour_legend,
+    :bgcolour_legend,
+    :bg_colour_legend,
+    :background_color_legend,
+)
+add_aliases(
+    :legend_foreground_color,
+    :fg_legend,
+    :fglegend,
+    :fgcolor_legend,
+    :fg_color_legend,
+    :foreground_legend,
+    :foreground_colour_legend,
+    :fgcolour_legend,
+    :fg_colour_legend,
+    :foreground_color_legend,
+)
+add_aliases(:legend_font_pointsize, :legendfontsize)
+add_aliases(
+    :legend_title,
+    :key_title,
+    :keytitle,
+    :label_title,
+    :labeltitle,
+    :leg_title,
+    :legtitle,
+)
+add_aliases(:legend_title_font_pointsize, :legendtitlefontsize)
 # margin
 add_aliases(:left_margin, :leftmargin)
+
 add_aliases(:top_margin, :topmargin)
 add_aliases(:bottom_margin, :bottommargin)
 add_aliases(:right_margin, :rightmargin)
@@ -695,17 +648,6 @@ add_aliases(
     :bgcolour,
     :bg_colour,
 )
-add_aliases(
-    :background_color_legend,
-    :bg_legend,
-    :bglegend,
-    :bgcolor_legend,
-    :bg_color_legend,
-    :background_legend,
-    :background_colour_legend,
-    :bgcolour_legend,
-    :bg_colour_legend,
-)
 add_aliases(
     :background_color_subplot,
     :bg_subplot,
@@ -749,17 +691,7 @@ add_aliases(
     :fgcolour,
     :fg_colour,
 )
-add_aliases(
-    :foreground_color_legend,
-    :fg_legend,
-    :fglegend,
-    :fgcolor_legend,
-    :fg_color_legend,
-    :foreground_legend,
-    :foreground_colour_legend,
-    :fgcolour_legend,
-    :fg_colour_legend,
-)
+
 add_aliases(
     :foreground_color_subplot,
     :fg_subplot,
@@ -771,6 +703,90 @@ add_aliases(
     :fgcolour_subplot,
     :fg_colour_subplot,
 )
+add_aliases(
+    :foreground_color_grid,
+    :fg_grid,
+    :fggrid,
+    :fgcolor_grid,
+    :fg_color_grid,
+    :foreground_grid,
+    :foreground_colour_grid,
+    :fgcolour_grid,
+    :fg_colour_grid,
+    :gridcolor,
+)
+add_aliases(
+    :foreground_color_minor_grid,
+    :fg_minor_grid,
+    :fgminorgrid,
+    :fgcolor_minorgrid,
+    :fg_color_minorgrid,
+    :foreground_minorgrid,
+    :foreground_colour_minor_grid,
+    :fgcolour_minorgrid,
+    :fg_colour_minor_grid,
+    :minorgridcolor,
+)
+add_aliases(
+    :foreground_color_title,
+    :fg_title,
+    :fgtitle,
+    :fgcolor_title,
+    :fg_color_title,
+    :foreground_title,
+    :foreground_colour_title,
+    :fgcolour_title,
+    :fg_colour_title,
+    :titlecolor,
+)
+add_aliases(
+    :foreground_color_axis,
+    :fg_axis,
+    :fgaxis,
+    :fgcolor_axis,
+    :fg_color_axis,
+    :foreground_axis,
+    :foreground_colour_axis,
+    :fgcolour_axis,
+    :fg_colour_axis,
+    :axiscolor,
+)
+add_aliases(
+    :foreground_color_border,
+    :fg_border,
+    :fgborder,
+    :fgcolor_border,
+    :fg_color_border,
+    :foreground_border,
+    :foreground_colour_border,
+    :fgcolour_border,
+    :fg_colour_border,
+    :bordercolor,
+)
+add_aliases(
+    :foreground_color_text,
+    :fg_text,
+    :fgtext,
+    :fgcolor_text,
+    :fg_color_text,
+    :foreground_text,
+    :foreground_colour_text,
+    :fgcolour_text,
+    :fg_colour_text,
+    :textcolor,
+)
+add_aliases(
+    :foreground_color_guide,
+    :fg_guide,
+    :fgguide,
+    :fgcolor_guide,
+    :fg_color_guide,
+    :foreground_guide,
+    :foreground_colour_guide,
+    :fgcolour_guide,
+    :fg_colour_guide,
+    :guidecolor,
+)
 
 add_aliases(
     :foreground_color_title,
@@ -841,13 +857,20 @@ add_aliases(:markerstrokealpha, :msa, :msalpha, :msα, :markerstrokeopacity, :ms
 add_aliases(:fillalpha, :fa, :falpha, :fα, :fillopacity, :fopacity)
 
 # axes attributes
-add_axes_aliases(:guide, :label, :lab, :l)
+add_axes_aliases(:guide, :label, :lab, :l; generic = false)
 add_axes_aliases(:lims, :lim, :limit, :limits, :range)
 add_axes_aliases(:ticks, :tick)
 add_axes_aliases(:rotation, :rot, :r)
 add_axes_aliases(:guidefontsize, :labelfontsize)
 add_axes_aliases(:gridalpha, :ga, :galpha, :gα, :gridopacity, :gopacity)
-add_axes_aliases(:gridstyle, :grid_style, :gridlinestyle, :grid_linestyle, :grid_ls, :gridls)
+add_axes_aliases(
+    :gridstyle,
+    :grid_style,
+    :gridlinestyle,
+    :grid_linestyle,
+    :grid_ls,
+    :gridls,
+)
 add_axes_aliases(
     :foreground_color_grid,
     :fg_grid,
@@ -872,7 +895,14 @@ add_axes_aliases(
     :fg_colour_minor_grid,
     :minorgridcolor,
 )
-add_axes_aliases(:gridlinewidth, :gridwidth, :grid_linewidth, :grid_width, :gridlw, :grid_lw)
+add_axes_aliases(
+    :gridlinewidth,
+    :gridwidth,
+    :grid_linewidth,
+    :grid_width,
+    :gridlw,
+    :grid_lw,
+)
 add_axes_aliases(
     :minorgridstyle,
     :minorgrid_style,
@@ -917,7 +947,19 @@ add_aliases(:group, :g, :grouping)
 add_aliases(:bins, :bin, :nbin, :nbins, :nb)
 add_aliases(:ribbon, :rib)
 add_aliases(:annotations, :ann, :anns, :annotate, :annotation)
-
+add_aliases(:xguide, :xlabel, :xlab, :xl)
+add_aliases(:xlims, :xlim, :xlimit, :xlimits, :xrange)
+add_aliases(:xticks, :xtick)
+add_aliases(:xrotation, :xrot, :xr)
+add_aliases(:yguide, :ylabel, :ylab, :yl)
+add_aliases(:ylims, :ylim, :ylimit, :ylimits, :yrange)
+add_aliases(:yticks, :ytick)
+add_aliases(:yrotation, :yrot, :yr)
+add_aliases(:zguide, :zlabel, :zlab, :zl)
+add_aliases(:zlims, :zlim, :zlimit, :zlimits)
+add_aliases(:zticks, :ztick)
+add_aliases(:zrotation, :zrot, :zr)
+add_aliases(:guidefontsize, :labelfontsize)
 add_aliases(
     :fill_z,
     :fillz,
@@ -928,8 +970,6 @@ add_aliases(
     :surfcolor,
     :surfcolour,
 )
-add_aliases(:legend, :leg, :key)
-add_aliases(:legendtitle, :legend_title, :labeltitle, :label_title, :leg_title, :key_title)
 add_aliases(:colorbar, :cb, :cbar, :colorkey)
 add_aliases(
     :colorbar_title,
@@ -1005,13 +1045,6 @@ add_aliases(:camera, :cam, :viewangle, :view_angle)
 add_aliases(:contour_labels, :contourlabels, :clabels, :clabs)
 add_aliases(:warn_on_unsupported, :warn)
 
-# add all pluralized forms to the _keyAliases dict
-for arg in _all_args
-    add_aliases(arg, makeplural(arg))
-end
-# add all non_underscored forms to the _keyAliases
-add_non_underscore_aliases!(_keyAliases)
-
 # -----------------------------------------------------------------------------
 
 function parse_axis_kw(s::Symbol)
@@ -1027,10 +1060,14 @@ end
 # update the defaults globally
 
 """
-`default(key)` returns the current default value for that key
-`default(key, value)` sets the current default value for that key
-`default(; kw...)` will set the current default value for each key/value pair
-`default(plotattributes, key)` returns the key from  plotattributes if it exists, otherwise `default(key)`
+`default(key)` returns the current default value for that key.
+
+`default(key, value)` sets the current default value for that key.
+
+`default(; kw...)` will set the current default value for each key/value pair.
+
+`default(plotattributes, key)` returns the key from plotattributes if it exists, otherwise `default(key)`.
+
 """
 function default(k::Symbol)
     k = get(_keyAliases, k, k)
@@ -1312,7 +1349,12 @@ function processFontArg!(plotattributes::AKW, fontname::Symbol, arg)
     T = typeof(arg)
     if T <: Font
         plotattributes[Symbol(fontname, :family)] = arg.family
+        # TODO: this is neccessary in the transition from old fontsize to new font_pointsize and should be removed when it is completed
+        if in(Symbol(fontname, :size), _all_args)
             plotattributes[Symbol(fontname, :size)] = arg.pointsize
+        else
+            plotattributes[Symbol(fontname, :_pointsize)] = arg.pointsize
+        end
         plotattributes[Symbol(fontname, :halign)] = arg.halign
         plotattributes[Symbol(fontname, :valign)] = arg.valign
         plotattributes[Symbol(fontname, :rotation)] = arg.rotation
@@ -1333,7 +1375,11 @@ function processFontArg!(plotattributes::AKW, fontname::Symbol, arg)
             plotattributes[Symbol(fontname, :family)] = string(arg)
         end
     elseif typeof(arg) <: Integer
+        if in(Symbol(fontname, :size), _all_args)
             plotattributes[Symbol(fontname, :size)] = arg
+        else
+            plotattributes[Symbol(fontname, :_pointsize)] = arg
+        end
     elseif typeof(arg) <: Real
         plotattributes[Symbol(fontname, :rotation)] = convert(Float64, arg)
     else
@@ -1453,7 +1499,7 @@ function RecipesPipeline.preprocess_attributes!(plotattributes::AKW)
 
     # fonts
     for fontname in
-        (:titlefont, :legendfont, :legendtitlefont, :plot_titlefont, :colorbar_titlefont)
+        (:titlefont, :legend_title_font, :plot_titlefont, :colorbar_titlefont, :legend_font)
         args = RecipesPipeline.pop_kw!(plotattributes, fontname, ())
         for arg in wraptuple(args)
             processFontArg!(plotattributes, fontname, arg)
@@ -1520,8 +1566,9 @@ function RecipesPipeline.preprocess_attributes!(plotattributes::AKW)
     # end
 
     # legends
-    if haskey(plotattributes, :legend)
-        plotattributes[:legend] = convertLegendValue(plotattributes[:legend])
+    if haskey(plotattributes, :legend_position)
+        plotattributes[:legend_position] =
+            convertLegendValue(plotattributes[:legend_position])
     end
     if haskey(plotattributes, :colorbar)
         plotattributes[:colorbar] = convertLegendValue(plotattributes[:colorbar])
@@ -1540,7 +1587,11 @@ function RecipesPipeline.preprocess_attributes!(plotattributes::AKW)
 
     # warnings for moved recipes
     st = get(plotattributes, :seriestype, :path)
-    if st in (:boxplot, :violin, :density) && !isdefined(Main, :StatsPlots)
+    if st in (:boxplot, :violin, :density) &&
+       !haskey(
+        Base.loaded_modules,
+        Base.PkgId(Base.UUID("f3b207a7-027a-5e70-b257-86293d7955fd"), "StatsPlots"),
+    )
         @warn(
             "seriestype $st has been moved to StatsPlots.  To use: \`Pkg.add(\"StatsPlots\"); using StatsPlots\`"
         )
@@ -1553,13 +1604,15 @@ end
 const _already_warned = Dict{Symbol,Set{Symbol}}()
 const _to_warn = Set{Symbol}()
 
+should_warn_on_unsupported(::AbstractBackend) = _plot_defaults[:warn_on_unsupported]
+
 function warn_on_unsupported_args(pkg::AbstractBackend, plotattributes)
     empty!(_to_warn)
     bend = backend_name(pkg)
     already_warned = get!(_already_warned, bend, Set{Symbol}())
     extra_kwargs = Dict{Symbol,Any}()
     for k in keys(plotattributes)
-        is_attr_supported(pkg, k) && continue
+        is_attr_supported(pkg, k) && !(k in keys(_deprecated_attributes)) && continue
         k in _suppress_warnings && continue
         default_value = default(k)
         if ismissing(default_value)
@@ -1569,14 +1622,22 @@ function warn_on_unsupported_args(pkg::AbstractBackend, plotattributes)
         end
     end
 
-    if !isempty(_to_warn) && get(plotattributes, :warn_on_unsupported, _plot_defaults[:warn_on_unsupported])
+    if !isempty(_to_warn) &&
+       get(plotattributes, :warn_on_unsupported, should_warn_on_unsupported(pkg))
         for k in sort(collect(_to_warn))
             push!(already_warned, k)
+            if k in keys(_deprecated_attributes)
+                @warn("""
+                Keyword argument `$k` is deprecated.
+                Please use `$(_deprecated_attributes[k])` instead.
+                """)
+            else
                 @warn(
-                "Keyword argument $k not supported with $pkg.  Choose from: $(supported_attrs(pkg))"
+                    "Keyword argument $k not supported with $pkg.  Choose from: $(join(supported_attrs(pkg), ", "))"
                 )
             end
         end
+    end
     return extra_kwargs
 end
 
@@ -1585,7 +1646,7 @@ end
 # _markershape_supported(pkg::AbstractBackend, shapes::AVec) = all([_markershape_supported(pkg, shape) for shape in shapes])
 
 function warn_on_unsupported(pkg::AbstractBackend, plotattributes)
-    if !get(plotattributes, :warn_on_unsupported, _plot_defaults[:warn_on_unsupported])
+    if !get(plotattributes, :warn_on_unsupported, should_warn_on_unsupported(pkg))
         return
     end
     if !is_seriestype_supported(pkg, plotattributes[:seriestype])
@@ -1606,13 +1667,13 @@ function warn_on_unsupported(pkg::AbstractBackend, plotattributes)
 end
 
 function warn_on_unsupported_scales(pkg::AbstractBackend, plotattributes::AKW)
-    if !get(plotattributes, :warn_on_unsupported, _plot_defaults[:warn_on_unsupported])
+    if !get(plotattributes, :warn_on_unsupported, should_warn_on_unsupported(pkg))
         return
     end
     for k in (:xscale, :yscale, :zscale, :scale)
         if haskey(plotattributes, k)
             v = plotattributes[k]
-            if !is_scale_supported(pkg, v)
+            if !all(is_scale_supported.(Ref(pkg), v))
                 @warn(
                     "scale $v is unsupported with $pkg.  Choose from: $(supported_scales(pkg))"
                 )
@@ -1651,15 +1712,18 @@ function convertLegendValue(val::Symbol)
         :inline,
     )
         val
+    elseif val == :horizontal
+        -1
     else
         error("Invalid symbol for legend: $val")
     end
 end
+convertLegendValue(val::Real) = val
 convertLegendValue(val::Bool) = val ? :best : :none
 convertLegendValue(val::Nothing) = :none
+convertLegendValue(v::Union{Tuple,NamedTuple}) = convertLegendValue.(v)
 convertLegendValue(v::Tuple{S,T}) where {S<:Real,T<:Real} = v
 convertLegendValue(v::Tuple{<:Real,Symbol}) = v
-convertLegendValue(v::Real) = v
 convertLegendValue(v::AbstractArray) = map(convertLegendValue, v)
 
 # -----------------------------------------------------------------------------
@@ -1707,9 +1771,14 @@ function slice_arg!(
     remove_pair::Bool,
 )
     v = get(plotattributes_in, k, plotattributes_out[k])
-    plotattributes_out[k] =
-        if haskey(plotattributes_in, k) && typeof(v) <: AMat && !isempty(v)
+    plotattributes_out[k] = if haskey(plotattributes_in, k) && !(k in _plot_args)
+        if typeof(v) <: AMat && !isempty(v)
             slice_arg(v, idx)
+        elseif typeof(v) <: NTuple{2,AMat}
+            (slice_arg(v[1], idx), slice_arg(v[2], idx))
+        else
+            v
+        end
     else
         v
     end
@@ -1745,9 +1814,9 @@ end
 # when a value can be `:match`, this is the key that should be used instead for value retrieval
 const _match_map = KW(
     :background_color_outside => :background_color,
-    :background_color_legend  => :background_color_subplot,
+    :legend_background_color  => :background_color_subplot,
     :background_color_inside  => :background_color_subplot,
-    :foreground_color_legend  => :foreground_color_subplot,
+    :legend_foreground_color  => :foreground_color_subplot,
     :foreground_color_title   => :foreground_color_subplot,
     :left_margin              => :margin,
     :top_margin               => :margin,
@@ -1755,10 +1824,10 @@ const _match_map = KW(
     :bottom_margin            => :margin,
     :titlefontfamily          => :fontfamily_subplot,
     :titlefontcolor           => :foreground_color_subplot,
-    :legendfontfamily         => :fontfamily_subplot,
-    :legendfontcolor          => :foreground_color_subplot,
-    :legendtitlefontfamily    => :fontfamily_subplot,
-    :legendtitlefontcolor     => :foreground_color_subplot,
+    :legend_font_family       => :fontfamily_subplot,
+    :legend_font_color        => :foreground_color_subplot,
+    :legend_title_font_family => :fontfamily_subplot,
+    :legend_title_font_color  => :foreground_color_subplot,
     :colorbar_fontfamily      => :fontfamily_subplot,
     :colorbar_titlefontfamily => :fontfamily_subplot,
     :colorbar_titlefontcolor  => :foreground_color_subplot,
@@ -1889,10 +1958,10 @@ function _update_subplot_periphery(sp::Subplot, anns::AVec)
     sp.attr[:annotations] = newanns
 
     # handle legend/colorbar
-    sp.attr[:legend] = convertLegendValue(sp.attr[:legend])
+    sp.attr[:legend_position] = convertLegendValue(sp.attr[:legend_position])
     sp.attr[:colorbar] = convertLegendValue(sp.attr[:colorbar])
     if sp.attr[:colorbar] == :legend
-        sp.attr[:colorbar] = sp.attr[:legend]
+        sp.attr[:colorbar] = sp.attr[:legend_position]
     end
     return
 end
@@ -1901,12 +1970,12 @@ function _update_subplot_colors(sp::Subplot)
     # background colors
     color_or_nothing!(sp.attr, :background_color_subplot)
     sp.attr[:color_palette] = get_color_palette(sp.attr[:color_palette], 30)
-    color_or_nothing!(sp.attr, :background_color_legend)
+    color_or_nothing!(sp.attr, :legend_background_color)
     color_or_nothing!(sp.attr, :background_color_inside)
 
     # foreground colors
     color_or_nothing!(sp.attr, :foreground_color_subplot)
-    color_or_nothing!(sp.attr, :foreground_color_legend)
+    color_or_nothing!(sp.attr, :legend_foreground_color)
     color_or_nothing!(sp.attr, :foreground_color_title)
     return
 end
@@ -1996,7 +2065,7 @@ function _update_subplot_args(
 )
     anns = RecipesPipeline.pop_kw!(sp.attr, :annotations)
 
-    # # grab those args which apply to this subplot
+    # grab those args which apply to this subplot
     for k in keys(_subplot_defaults)
         slice_arg!(plotattributes_in, sp.attr, k, subplot_index, remove_pair)
     end
@@ -2017,7 +2086,6 @@ function _update_subplot_args(
             lims_warned = true
         end
     end
-    _update_subplot_colorbars(sp)
 end
 
 # -----------------------------------------------------------------------------
@@ -2194,7 +2262,16 @@ end
 
 #--------------------------------------------------
 ## inspired by Base.@kwdef
-macro add_attributes(level, expr)
+"""
+    add_attributes(level, expr, match_table)
+
+Takes a `struct` definition and recurses into its fields to create keywords by chaining the field names with the structs' name with underscore.
+Also creates pluralized and non-underscore aliases for these keywords.
+- `level` indicates which group of `plot`, `subplot`, `series`, etc. the keywords belong to.
+- `expr` is the struct definition with default values like `Base.@kwdef`
+- `match_table` is an expression of the form `:match = (symbols)`, with symbols whose default value should be `:match`
+"""
+macro add_attributes(level, expr, match_table)
     expr = macroexpand(__module__, expr) # to expand @static
     expr isa Expr && expr.head === :struct || error("Invalid usage of @add_attributes")
     T = expr.args[2]
@@ -2202,16 +2279,18 @@ macro add_attributes(level, expr)
         T = T.args[1]
     end
 
-    key_args = Any[]
-    value_args = Any[]
+    key_dict = KW()
 
-    _splitdef!(expr.args[3], value_args, key_args)
+    _splitdef!(expr.args[3], key_dict)
 
     insert_block = Expr(:block)
-    for (key, value) in zip(key_args, value_args)
+    for (key, value) in key_dict
         # e.g. _series_defualts[key] = value
         exp_key = Symbol(lowercase(string(T)), "_", key)
         pl_key = makeplural(exp_key)
+        if QuoteNode(exp_key) in match_table.args[2].args
+            value = QuoteNode(:match)
+        end
         push!(
             insert_block.args,
             Expr(
@@ -2245,7 +2324,7 @@ macro add_attributes(level, expr)
     end |> esc
 end
 
-function _splitdef!(blk, value_args, key_args)
+function _splitdef!(blk, key_dict)
     for i in eachindex(blk.args)
         ei = blk.args[i]
         if ei isa Symbol
@@ -2260,20 +2339,25 @@ function _splitdef!(blk, value_args, key_args)
                 elseif lhs isa Expr && lhs.head === :(::) && lhs.args[1] isa Symbol
                     #  var::T = defexpr
                     var = lhs.args[1]
+                    type = lhs.args[2]
+                    if @isdefined type
+                        for field in fieldnames(getproperty(Plots, type))
+                            key_dict[Symbol(var, "_", field)] =
+                                :(getfield($(ei.args[2]), $(QuoteNode(field))))
+                        end
+                    end
                 else
                     # something else, e.g. inline inner constructor
                     #   F(...) = ...
                     continue
                 end
                 defexpr = ei.args[2]  # defexpr
-                push!(value_args, defexpr)
-                push!(key_args, var)
+                key_dict[var] = defexpr
                 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)
+                key_dict[var] = defexpr
             elseif ei.head === :block
                 # can arise with use of @static inside type decl
                 _kwdef!(ei, value_args, key_args)

src/axes.jl

@@ -675,9 +675,17 @@ end
 # these methods track the discrete (categorical) values which correspond to axis continuous values (cv)
 # whenever we have discrete values, we automatically set the ticks to match.
 # we return (continuous_value, discrete_index)
+function discrete_value!(plotattributes, letter::Symbol, dv)
+    l = if plotattributes[:permute] !== :none
+        only(filter(!=(letter), plotattributes[:permute]))
+    else
+        letter
+    end
+    discrete_value!(plotattributes[:subplot][get_attr_symbol(l, :axis)], dv)
+end
+
 function discrete_value!(axis::Axis, dv)
     cv_idx = get(axis[:discrete_map], dv, -1)
-    # @show axis[:discrete_map], axis[:discrete_values], dv
     if cv_idx == -1
         ex = axis[:extrema]
         cv = NaNMath.max(0.5, ex.emax + 1.0)

src/backends.jl

@@ -240,6 +240,8 @@ const _base_supported_args = [
     :discrete_values,
     :projection,
     :show_empty_bins,
+    :z_order,
+    :permute,
 ]
 
 function merge_with_base_supported(v::AVec)
@@ -284,7 +286,7 @@ for s in (:attr, :seriestype, :marker, :style, :scale)
         v = Symbol("_", bend, "_", s)
         @eval begin
             $f(::$bend_type, $s::Symbol) = $s in $v
-            $f2(::$bend_type) = $v
+            $f2(::$bend_type) = sort(collect($v))
         end
     end
 end
@@ -300,20 +302,32 @@ function _initialize_backend(pkg::AbstractBackend)
     @eval Main begin
         import $sym
         export $sym
+        $(_check_compat)($sym)
     end
 end
 
 _initialize_backend(pkg::GRBackend) = nothing
 
+function _initialize_backend(pkg::PlotlyBackend)
+    try
+        @eval Main begin
+            import PlotlyBase
+        end
+        _check_compat(PlotlyBase)
+    catch
+        @info "For saving to png with the Plotly backend PlotlyBase has to be installed."
+    end
+end
+
 # ------------------------------------------------------------------------------
 # gr
 
 const _gr_attr = merge_with_base_supported([
     :annotations,
-    :background_color_legend,
+    :legend_background_color,
     :background_color_inside,
     :background_color_outside,
-    :foreground_color_legend,
+    :legend_foreground_color,
     :foreground_color_grid,
     :foreground_color_axis,
     :foreground_color_text,
@@ -335,6 +349,7 @@ const _gr_attr = merge_with_base_supported([
     :fillrange,
     :fillcolor,
     :fillalpha,
+    :fillstyle,
     :bins,
     :layout,
     :title,
@@ -350,12 +365,12 @@ const _gr_attr = merge_with_base_supported([
     :titlefontvalign,
     :titlefontrotation,
     :titlefontcolor,
-    :legendfontfamily,
-    :legendfontsize,
-    :legendfonthalign,
-    :legendfontvalign,
-    :legendfontrotation,
-    :legendfontcolor,
+    :legend_font_family,
+    :legend_font_pointsize,
+    :legend_font_halign,
+    :legend_font_valign,
+    :legend_font_rotation,
+    :legend_font_color,
     :tickfontfamily,
     :tickfontsize,
     :tickfonthalign,
@@ -372,17 +387,13 @@ const _gr_attr = merge_with_base_supported([
     :gridalpha,
     :gridstyle,
     :gridlinewidth,
-    :legend,
-    :legendtitle,
+    :legend_position,
+    :legend_title,
     :colorbar,
     :colorbar_title,
     :colorbar_entry,
-    :colorbar_titlefontfamily,
-    :colorbar_titlefontsize,
-    :colorbar_titlefontvalign,
-    :colorbar_titlefonthalign,
-    :colorbar_titlefontrotation,
-    :colorbar_titlefontcolor,
+    :colorbar_scale,
+    :clims,
     :fill_z,
     :line_z,
     :marker_z,
@@ -402,6 +413,7 @@ const _gr_attr = merge_with_base_supported([
     :tick_direction,
     :camera,
     :contour_labels,
+    :connections,
 ])
 const _gr_seriestype = [
     :path,
@@ -426,22 +438,12 @@ is_marker_supported(::GRBackend, shape::Shape) = true
 # ------------------------------------------------------------------------------
 # plotly
 
-function _initialize_backend(pkg::PlotlyBackend)
-    try
-        @eval Main begin
-            import PlotlyBase
-        end
-    catch
-        @info "For saving to png with the Plotly backend PlotlyBase has to be installed."
-    end
-end
-
 const _plotly_attr = merge_with_base_supported([
     :annotations,
-    :background_color_legend,
+    :legend_background_color,
     :background_color_inside,
     :background_color_outside,
-    :foreground_color_legend,
+    :legend_foreground_color,
     :foreground_color_guide,
     :foreground_color_grid,
     :foreground_color_axis,
@@ -474,9 +476,9 @@ const _plotly_attr = merge_with_base_supported([
     :titlefonthalign,
     :titlefontvalign,
     :titlefontcolor,
-    :legendfontfamily,
-    :legendfontsize,
-    :legendfontcolor,
+    :legend_font_family,
+    :legend_font_pointsize,
+    :legend_font_color,
     :tickfontfamily,
     :tickfontsize,
     :tickfontcolor,
@@ -521,6 +523,7 @@ const _plotly_attr = merge_with_base_supported([
     :tick_direction,
     :camera,
     :contour_labels,
+    :connections,
 ])
 
 const _plotly_seriestype = [
@@ -563,10 +566,10 @@ defaultOutputFormat(plt::Plot{Plots.PlotlyBackend}) = "html"
 
 const _pgfplots_attr = merge_with_base_supported([
     :annotations,
-    :background_color_legend,
+    :legend_background_color,
     :background_color_inside,
     # :background_color_outside,
-    # :foreground_color_legend,
+    # :legend_foreground_color,
     :foreground_color_grid,
     :foreground_color_axis,
     :foreground_color_text,
@@ -686,11 +689,11 @@ end
 
 const _pyplot_attr = merge_with_base_supported([
     :annotations,
-    :background_color_legend,
+    :legend_background_color,
     :background_color_inside,
     :background_color_outside,
     :foreground_color_grid,
-    :foreground_color_legend,
+    :legend_foreground_color,
     :foreground_color_title,
     :foreground_color_axis,
     :foreground_color_border,
@@ -729,9 +732,9 @@ const _pyplot_attr = merge_with_base_supported([
     :titlefontfamily,
     :titlefontsize,
     :titlefontcolor,
-    :legendfontfamily,
-    :legendfontsize,
-    :legendfontcolor,
+    :legend_font_family,
+    :legend_font_pointsize,
+    :legend_font_color,
     :tickfontfamily,
     :tickfontsize,
     :tickfontcolor,
@@ -742,8 +745,8 @@ const _pyplot_attr = merge_with_base_supported([
     :gridalpha,
     :gridstyle,
     :gridlinewidth,
-    :legend,
-    :legendtitle,
+    :legend_position,
+    :legend_title,
     :colorbar,
     :colorbar_title,
     :colorbar_entry,
@@ -777,6 +780,7 @@ const _pyplot_attr = merge_with_base_supported([
     :tick_direction,
     :camera,
     :contour_labels,
+    :connections,
 ])
 const _pyplot_seriestype = [
     :path,
@@ -793,6 +797,7 @@ const _pyplot_seriestype = [
     :contour3d,
     :path3d,
     :scatter3d,
+    :mesh3d,
     :surface,
     :wireframe,
 ]
@@ -860,6 +865,7 @@ const _gaston_attr = merge_with_base_supported([
     # :framestyle,
     # :camera,
     # :contour_labels,
+    :connections,
 ])
 
 const _gaston_seriestype = [
@@ -911,44 +917,86 @@ const _gaston_scale = [:identity, :ln, :log2, :log10]
 
 const _unicodeplots_attr = merge_with_base_supported([
     :annotations,
+    :bins,
+    :guide,
+    :grid,
     :label,
+    :layout,
     :legend,
-    :seriescolor,
-    :seriesalpha,
+    :lims,
+    :linealpha,
+    :linecolor,
     :linestyle,
     :markershape,
-    :bins,
+    :quiver,
+    :arrow,
+    :seriesalpha,
+    :seriescolor,
+    :scale,
+    :flip,
     :title,
-    :guide,
-    :lims,
+    # :marker_z,
+    :line_z,
 ])
 const _unicodeplots_seriestype = [
     :path,
+    :path3d,
     :scatter,
+    :scatter3d,
     :straightline,
     # :bar,
     :shape,
     :histogram2d,
     :heatmap,
+    :contour,
+    # :contour3d,
+    :permute,
     :spy,
+    :surface,
+    :wireframe,
+    :mesh3d,
 ]
 const _unicodeplots_style = [:auto, :solid]
-const _unicodeplots_marker = [:none, :auto, :circle]
+const _unicodeplots_marker = [
+    :none,
+    :auto,
+    :pixel,
+    # vvvvvvvvvv shapes
+    :circle,
+    :rect,
+    :star5,
+    :diamond,
+    :hexagon,
+    :cross,
+    :xcross,
+    :utriangle,
+    :dtriangle,
+    :rtriangle,
+    :ltriangle,
+    :pentagon,
+    # :heptagon,
+    # :octagon,
+    :star4,
+    :star6,
+    # :star7,
+    :star8,
+    :vline,
+    :hline,
+    :+,
+    :x,
+]
 const _unicodeplots_scale = [:identity, :ln, :log2, :log10]
 
-# Additional constants
-const _canvas_type = Ref(:auto)
-
 # ------------------------------------------------------------------------------
 # hdf5
 
 const _hdf5_attr = merge_with_base_supported([
     :annotations,
-    :background_color_legend,
+    :legend_background_color,
     :background_color_inside,
     :background_color_outside,
     :foreground_color_grid,
-    :foreground_color_legend,
+    :legend_foreground_color,
     :foreground_color_title,
     :foreground_color_axis,
     :foreground_color_border,
@@ -1046,11 +1094,11 @@ const HDF5PLOT_PLOTREF = HDF5Plot_PlotRef(nothing)
 
 const _inspectdr_attr = merge_with_base_supported([
     :annotations,
-    :background_color_legend,
+    :legend_background_color,
     :background_color_inside,
     :background_color_outside,
     # :foreground_color_grid,
-    :foreground_color_legend,
+    :legend_foreground_color,
     :foreground_color_title,
     :foreground_color_axis,
     :foreground_color_border,
@@ -1083,9 +1131,9 @@ const _inspectdr_attr = merge_with_base_supported([
     :titlefontfamily,
     :titlefontsize,
     :titlefontcolor,
-    :legendfontfamily,
-    :legendfontsize,
-    :legendfontcolor,
+    :legend_font_family,
+    :legend_font_pointsize,
+    :legend_font_color,
     :tickfontfamily,
     :tickfontsize,
     :tickfontcolor,
@@ -1093,7 +1141,7 @@ const _inspectdr_attr = merge_with_base_supported([
     :guidefontsize,
     :guidefontcolor,
     :grid,
-    :legend, #:colorbar,
+    :legend_position, #:colorbar,
     #    :marker_z,
     #    :line_z,
     #    :levels,
@@ -1149,10 +1197,10 @@ const _inspectdr_scale = [:identity, :ln, :log2, :log10]
 
 const _pgfplotsx_attr = merge_with_base_supported([
     :annotations,
-    :background_color_legend,
+    :legend_background_color,
     :background_color_inside,
     :background_color_outside,
-    :foreground_color_legend,
+    :legend_foreground_color,
     :foreground_color_grid,
     :foreground_color_axis,
     :foreground_color_text,
@@ -1189,12 +1237,12 @@ const _pgfplotsx_attr = merge_with_base_supported([
     :titlefontvalign,
     :titlefontrotation,
     :titlefontcolor,
-    :legendfontfamily,
-    :legendfontsize,
-    :legendfonthalign,
-    :legendfontvalign,
-    :legendfontrotation,
-    :legendfontcolor,
+    :legend_font_family,
+    :legend_font_pointsize,
+    :legend_font_halign,
+    :legend_font_valign,
+    :legend_font_rotation,
+    :legend_font_color,
     :tickfontfamily,
     :tickfontsize,
     :tickfonthalign,
@@ -1211,8 +1259,8 @@ const _pgfplotsx_attr = merge_with_base_supported([
     :gridalpha,
     :gridstyle,
     :gridlinewidth,
-    :legend,
-    :legendtitle,
+    :legend_position,
+    :legend_title,
     :colorbar,
     :colorbar_title,
     :colorbar_entry,
@@ -1235,6 +1283,7 @@ const _pgfplotsx_attr = merge_with_base_supported([
     :tick_direction,
     :camera,
     :contour_labels,
+    :connections,
 ])
 const _pgfplotsx_seriestype = [
     :path,
@@ -1274,7 +1323,6 @@ const _pgfplotsx_marker = [
     :pentagon,
     :hline,
     :vline,
-    Shape,
 ]
 const _pgfplotsx_scale = [:identity, :ln, :log2, :log10]
 is_marker_supported(::PGFPlotsXBackend, shape::Shape) = true

src/backends/deprecated/pgfplots.jl

@@ -3,7 +3,7 @@
 # significant contributions by: @pkofod
 
 # --------------------------------------------------------------------------------------
-
+# COV_EXCL_START
 const _pgfplots_linestyles = KW(
     :solid => "solid",
     :dash => "dashed",
@@ -227,7 +227,7 @@ function pgf_series(sp::Subplot, series::Series)
             end
 
             # add to legend?
-            if i == 1 && sp[:legend] != :none && should_add_to_legend(series)
+            if i == 1 && sp[:legend_position] != :none && should_add_to_legend(series)
                 if plotattributes[:fillrange] !== nothing
                     push!(style, "forget plot")
                     push!(series_collection, pgf_fill_legend_hack(plotattributes, args))
@@ -590,12 +590,12 @@ function _update_plot_object(plt::Plot{PGFPlotsBackend})
             kw[:axisEqual] = "true"
         end
 
-        legpos = sp[:legend]
+        legpos = sp[:legend_position]
         if haskey(_pgfplots_legend_pos, legpos)
             kw[:legendPos] = _pgfplots_legend_pos[legpos]
         end
-        cstr, bg_alpha = pgf_color(plot_color(sp[:background_color_legend]))
-        fg_alpha = alpha(plot_color(sp[:foreground_color_legend]))
+        cstr, bg_alpha = pgf_color(plot_color(sp[:legend_background_color]))
+        fg_alpha = alpha(plot_color(sp[:legend_foreground_color]))
 
         push!(
             style,
@@ -603,16 +603,16 @@ function _update_plot_object(plt::Plot{PGFPlotsBackend})
                 "legend style = {",
                 pgf_linestyle(
                     pgf_thickness_scaling(sp),
-                    sp[:foreground_color_legend],
+                    sp[:legend_foreground_color],
                     fg_alpha,
                     "solid",
                 ),
                 ",",
                 "fill = $cstr,",
                 "fill opacity = $bg_alpha,",
-                "text opacity = $(alpha(plot_color(sp[:legendfontcolor]))),",
+                "text opacity = $(alpha(plot_color(sp[:legend_font_color]))),",
                 "font = ",
-                pgf_font(sp[:legendfontsize], pgf_thickness_scaling(sp)),
+                pgf_font(sp[:legend_font_pointsize], pgf_thickness_scaling(sp)),
                 "}",
             ),
         )
@@ -740,3 +740,5 @@ function _display(plt::Plot{PGFPlotsBackend})
     # cleanup
     PGFPlots.cleanup(plt.o)
 end
+
+# COV_EXCL_STOP

src/backends/gaston.jl

@@ -1,8 +1,6 @@
 # https://github.com/mbaz/Gaston.
 
-# --------------------------------------------
-# These functions are called by Plots
-# --------------------------------------------
+should_warn_on_unsupported(::GastonBackend) = false
 
 # Create the window/figure for this backend.
 function _create_backend_figure(plt::Plot{GastonBackend})
@@ -112,7 +110,7 @@ function gaston_saveopts(plt::Plot{GastonBackend})
 
     # Scale all plot elements to match Plots.jl DPI standard
     scaling = plt.attr[:dpi] / Plots.DPI
-    push!(saveopts, "fontscale $scaling lw $scaling dl $scaling ps $scaling")
+    push!(saveopts, "fontscale $scaling lw $scaling dl $scaling")  #  ps $scaling
 
     return join(saveopts, " ")
 end
@@ -246,10 +244,9 @@ function gaston_add_series(plt::Plot{GastonBackend}, series::Series)
                 if (lx = length(x)) == 2 && lx != nc
                     x = collect(range(x[1], x[2], length = nc))
                 end
-            elseif st == :heatmap
-                length(x) == size(z, 2) + 1 && (x = @view x[1:(end - 1)])
-                length(y) == size(z, 1) + 1 && (y = @view y[1:(end - 1)])
             end
+            length(x) == size(z, 2) + 1 && (x = (x[1:(end - 1)] + x[2:end]) / 2)
+            length(y) == size(z, 1) + 1 && (y = (y[1:(end - 1)] + y[2:end]) / 2)
         end
         if st == :mesh3d
             x, y, z = mesh3d_triangles(x, y, z, series[:connections])
@@ -505,8 +502,8 @@ function gaston_set_ticks!(axesconf, ticks, letter, maj_min, add)
 end
 
 function gaston_set_legend!(axesconf, sp, any_label)
-    leg = sp[:legend]
-    if sp[:legend] ∉ (:none, :inline) && any_label
+    leg = sp[:legend_position]
+    if sp[:legend_position] ∉ (:none, :inline) && any_label
         leg == :best && (leg = :topright)
 
         push!(
@@ -517,9 +514,9 @@ function gaston_set_legend!(axesconf, sp, any_label)
             occursin(position, string(leg)) && push!(axesconf, "set key $position")
         end
         push!(axesconf, "set key $(gaston_font(legendfont(sp), rot=false, align=false))")
-        if sp[:legendtitle] !== nothing
+        if sp[:legend_title] !== nothing
             # NOTE: cannot use legendtitlefont(sp) as it will override legendfont
-            push!(axesconf, "set key title '$(sp[:legendtitle])'")
+            push!(axesconf, "set key title '$(sp[:legend_title])'")
         end
         push!(axesconf, "set key box lw 1 opaque")
         push!(axesconf, "set border back")

src/backends/gr.jl

@@ -104,6 +104,9 @@ function gr_color(c, ::Type{<:AbstractGray})
 end
 gr_color(c, ::Type) = gr_color(RGBA(c), RGB)
 
+set_RGBA_alpha(alpha, c::RGBA) = RGBA(red(c), green(c), blue(c), alpha)
+set_RGBA_alpha(alpha::Nothing, c::RGBA) = c
+
 function gr_getcolorind(c)
     gr_set_transparency(float(alpha(c)))
     convert(Int, GR.inqcolorfromrgb(red(c), green(c), blue(c)))
@@ -225,9 +228,8 @@ end
 gr_inqtext(x, y, s) = gr_inqtext(x, y, string(s))
 
 function gr_inqtext(x, y, s::AbstractString)
-    if length(s) >= 2 && s[1] == '$' && s[end] == '$'
-        GR.inqmathtex(x, y, s[2:(end - 1)])
-    elseif occursin('\\', s) || occursin("10^{", s)
+    if (occursin('\\', s) || occursin("10^{", s)) &&
+       match(r".*\$[^\$]+?\$.*", String(s)) == nothing
         GR.inqtextext(x, y, s)
     else
         GR.inqtext(x, y, s)
@@ -237,9 +239,8 @@ end
 gr_text(x, y, s) = gr_text(x, y, string(s))
 
 function gr_text(x, y, s::AbstractString)
-    if length(s) >= 2 && s[1] == '$' && s[end] == '$'
-        GR.mathtex(x, y, s[2:(end - 1)])
-    elseif occursin('\\', s) || occursin("10^{", s)
+    if (occursin('\\', s) || occursin("10^{", s)) &&
+       match(r".*\$[^\$]+?\$.*", String(s)) == nothing
         GR.textext(x, y, s)
     else
         GR.text(x, y, s)
@@ -412,7 +413,7 @@ function gr_set_font(
             gr_font_family[family] >= 200 ? 3 : GR.TEXT_PRECISION_STRING,
         )
     end
-    gr_set_textcolor(color)
+    gr_set_textcolor(plot_color(color))
     GR.settextalign(gr_halign(halign), gr_valign(valign))
 end
 
@@ -570,6 +571,9 @@ function gr_draw_colorbar(cbar::GRColorbar, sp::Subplot, clims, viewport_plotare
 
     ztick = 0.5 * GR.tick(zmin, zmax)
     gr_set_line(1, :solid, plot_color(:black), sp)
+    if sp[:colorbar_scale] == :log10
+        GR.setscale(2)
+    end
     GR.axes(0, ztick, xmax, zmin, 0, 1, 0.005)
 
     title = if isa(sp[:colorbar_title], PlotText)
@@ -671,31 +675,19 @@ end
 
 function gr_set_tickfont(sp, letter)
     axis = sp[get_attr_symbol(letter, :axis)]
-
-    # invalidate alignment changes for small rotations (|θ| < 45°)
-    trigger(rot) = abs(sind(rot)) < abs(cosd(rot)) ? 0 : sign(rot)
-
-    rot = axis[:rotation]
-    if letter === :x || (RecipesPipeline.is3d(sp) && letter === :y)
-        halign = (:left, :hcenter, :right)[trigger(rot) + 2]
-        valign = (axis[:mirror] ? :bottom : :top, :vcenter)[trigger(abs(rot)) + 1]
-    else
-        halign = (axis[:mirror] ? :left : :right, :hcenter)[trigger(abs(rot)) + 1]
-        valign = (:top, :vcenter, :bottom)[trigger(rot) + 2]
-    end
     gr_set_font(
         tickfont(axis),
         sp,
-        halign = halign,
-        valign = valign,
         rotation = axis[:rotation],
         color = axis[:tickfontcolor],
     )
 end
 
+# size of the text with no rotation
 function gr_text_size(str)
     GR.savestate()
     GR.selntran(0)
+    GR.setcharup(0, 1)
     xs, ys = gr_inqtext(0, 0, string(str))
     l, r = extrema(xs)
     b, t = extrema(ys)
@@ -705,9 +697,11 @@ function gr_text_size(str)
     return w, h
 end
 
+# size of the text with rotation applied
 function gr_text_size(str, rot)
     GR.savestate()
     GR.selntran(0)
+    GR.setcharup(0, 1)
     xs, ys = gr_inqtext(0, 0, string(str))
     l, r = extrema(xs)
     b, t = extrema(ys)
@@ -720,6 +714,15 @@ end
 text_box_width(w, h, rot) = abs(cosd(rot)) * w + abs(cosd(rot + 90)) * h
 text_box_height(w, h, rot) = abs(sind(rot)) * w + abs(sind(rot + 90)) * h
 
+function gr_get_3d_axis_angle(cvs, nt, ft, letter)
+    length(cvs) < 2 && return 0
+    tickpoints = [gr_w3tondc(sort_3d_axes(cv, nt, ft, letter)...) for cv in cvs]
+
+    dx = tickpoints[2][1] - tickpoints[1][1]
+    dy = tickpoints[2][2] - tickpoints[1][2]
+    return atand(dy, dx)
+end
+
 function gr_get_ticks_size(ticks, rot)
     w, h = 0.0, 0.0
     for (cv, dv) in zip(ticks...)
@@ -951,6 +954,9 @@ function get_z_normalized(z, clims...)
 end
 
 function gr_clims(args...)
+    if args[1][:clims] != :auto
+        return get_clims(args[1])
+    end
     lo, hi = get_clims(args...)
     if lo == hi
         if lo == 0
@@ -1022,7 +1028,7 @@ end
 ## Legend
 
 function gr_add_legend(sp, leg, viewport_plotarea)
-    if sp[:legend] ∉ (:none, :inline)
+    if !(sp[:legend_position] in (:none, :inline))
         GR.savestate()
         GR.selntran(0)
         GR.setscale(0)
@@ -1030,14 +1036,14 @@ function gr_add_legend(sp, leg, viewport_plotarea)
         if leg.w > 0
             xpos, ypos = gr_legend_pos(sp, leg, viewport_plotarea)
             GR.setfillintstyle(GR.INTSTYLE_SOLID)
-            gr_set_fillcolor(sp[:background_color_legend])
+            gr_set_fillcolor(sp[:legend_background_color])
             GR.fillrect(
                 xpos - leg.leftw,
                 xpos + leg.textw + leg.rightw,
                 ypos + leg.dy,
                 ypos - leg.h,
             ) # Allocating white space for actual legend width here
-            gr_set_line(1, :solid, sp[:foreground_color_legend], sp)
+            gr_set_line(1, :solid, sp[:legend_foreground_color], sp)
             GR.drawrect(
                 xpos - leg.leftw,
                 xpos + leg.textw + leg.rightw,
@@ -1045,10 +1051,10 @@ function gr_add_legend(sp, leg, viewport_plotarea)
                 ypos - leg.h,
             ) # Drawing actual legend width here
             i = 0
-            if sp[:legendtitle] !== nothing
+            if sp[:legend_title] !== nothing
                 GR.settextalign(GR.TEXT_HALIGN_CENTER, GR.TEXT_VALIGN_HALF)
                 gr_set_font(legendtitlefont(sp), sp)
-                gr_text(xpos - 0.03 + 0.5 * leg.w, ypos, string(sp[:legendtitle]))
+                gr_text(xpos - 0.03 + 0.5 * leg.w, ypos, string(sp[:legend_title]))
                 ypos -= leg.dy
                 gr_set_font(legendfont(sp), sp)
             end
@@ -1057,7 +1063,7 @@ function gr_add_legend(sp, leg, viewport_plotarea)
                 should_add_to_legend(series) || continue
                 st = series[:seriestype]
                 lc = get_linecolor(series, clims)
-                gr_set_line(sp[:legendfontsize] / 8, get_linestyle(series), lc, sp)
+                gr_set_line(sp[:legend_font_pointsize] / 8, get_linestyle(series), lc, sp)
 
                 if (
                     (st == :shape || series[:fillrange] !== nothing) &&
@@ -1098,16 +1104,17 @@ function gr_add_legend(sp, leg, viewport_plotarea)
                     ms = first(series[:markersize])
                     msw = first(series[:markerstrokewidth])
                     s, sw = if ms > 0
-                        0.8 * sp[:legendfontsize], 0.8 * sp[:legendfontsize] * msw / ms
+                        0.8 * sp[:legend_font_pointsize],
+                        0.8 * sp[:legend_font_pointsize] * msw / ms
                     else
-                        0, 0.8 * sp[:legendfontsize] * msw / 8
+                        0, 0.8 * sp[:legend_font_pointsize] * msw / 8
                     end
                     gr_draw_markers(series, xpos - leg.width_factor * 2, ypos, clims, s, sw)
                 end
 
                 lab = series[:label]
                 GR.settextalign(GR.TEXT_HALIGN_LEFT, GR.TEXT_VALIGN_HALF)
-                gr_set_textcolor(plot_color(sp[:legendfontcolor]))
+                gr_set_textcolor(plot_color(sp[:legend_font_color]))
                 gr_text(xpos, ypos, string(lab))
                 ypos -= leg.dy
             end
@@ -1118,7 +1125,7 @@ function gr_add_legend(sp, leg, viewport_plotarea)
 end
 
 function gr_legend_pos(sp::Subplot, leg, viewport_plotarea)
-    s = sp[:legend]
+    s = sp[:legend_position]
     s isa Real && return gr_legend_pos(s, leg, viewport_plotarea)
     if s isa Tuple{<:Real,Symbol}
         if s[2] !== :outer
@@ -1235,24 +1242,29 @@ end
 
 function gr_get_legend_geometry(viewport_plotarea, sp)
     legendn = legendw = dy = 0
-    if sp[:legend] != :none
+    if sp[:legend_position] != :none
         GR.savestate()
         GR.selntran(0)
+        GR.setcharup(0, 1)
         GR.setscale(0)
-        if sp[:legendtitle] !== nothing
+        if sp[:legend_title] !== nothing
             gr_set_font(legendtitlefont(sp), sp)
             legendn += 1
-            tbx, tby = gr_inqtext(0, 0, string(sp[:legendtitle]))
-            legendw = tbx[3] - tbx[1]
-            dy = tby[3] - tby[1]
+            tbx, tby = gr_inqtext(0, 0, string(sp[:legend_title]))
+            l, r = extrema(tbx)
+            b, t = extrema(tby)
+            legendw = r - l
+            dy = t - b
         end
         gr_set_font(legendfont(sp), sp)
         for series in series_list(sp)
             should_add_to_legend(series) || continue
             legendn += 1
             tbx, tby = gr_inqtext(0, 0, string(series[:label]))
-            legendw = max(legendw, tbx[3] - tbx[1]) # Holds text width right now
-            dy = max(dy, tby[3] - tby[1])
+            l, r = extrema(tbx)
+            b, t = extrema(tby)
+            legendw = max(legendw, r - l) # Holds text width right now
+            dy = max(dy, t - b)
         end
 
         GR.setscale(1)
@@ -1270,7 +1282,6 @@ function gr_get_legend_geometry(viewport_plotarea, sp)
     y_legend_offset = (viewport_plotarea[4] - viewport_plotarea[3]) / 30
 
     dy *= get(sp[:extra_kwargs], :legend_hfactor, 1)
-
     legendh = dy * legendn
 
     return (
@@ -1289,7 +1300,7 @@ end
 ## Viewport, window and scale
 
 function gr_update_viewport_legend!(viewport_plotarea, sp, leg)
-    s = sp[:legend]
+    s = sp[:legend_position]
 
     xaxis, yaxis = sp[:xaxis], sp[:yaxis]
     xmirror =
@@ -1338,7 +1349,7 @@ function gr_update_viewport_legend!(viewport_plotarea, sp, leg)
                 leg.h + leg.dy + leg.yoffset + !xmirror * gr_axis_height(sp, sp[:xaxis])
         end
     end
-    if s === :inline
+    if s == :inline
         if sp[:yaxis][:mirror]
             viewport_plotarea[1] += leg.w
         else
@@ -1560,13 +1571,35 @@ function gr_label_ticks(sp, letter, ticks)
     oamin, oamax = axis_limits(sp, oletter)
     gr_set_tickfont(sp, letter)
     out_factor = ifelse(axis[:tick_direction] === :out, 1.5, 1)
-    x_offset = isy ? -1.5e-2 * out_factor : 0
-    y_offset = isy ? 0 : -8e-3 * out_factor
+    x_base_offset = isy ? -1.5e-2 * out_factor : 0
+    y_base_offset = isy ? 0 : -8e-3 * out_factor
 
+    rot = axis[:rotation] % 360
     ov = sp[:framestyle] == :origin ? 0 : xor(oaxis[:flip], axis[:mirror]) ? oamax : oamin
     sgn = axis[:mirror] ? -1 : 1
+    sgn2 = iseven(Int(floor(rot / 90))) ? -1 : 1
+    sgn3 = if isy
+        -360 < rot < -180 || 0 < rot < 180 ? 1 : -1
+    else
+        rot < -270 || -90 < rot < 90 || rot > 270 ? 1 : -1
+    end
     for (cv, dv) in zip(ticks...)
         x, y = GR.wctondc(reverse_if((cv, ov), isy)...)
+        sz_rot = gr_text_size(dv, rot)
+        sz = gr_text_size(dv)
+        x_offset = x_base_offset
+        y_offset = y_base_offset
+        if isy
+            x_offset += -first(sz_rot) / 2
+            if rot % 90 != 0
+                y_offset += sgn2 * last(sz_rot) / 2 + sgn3 * last(sz) * cosd(rot) / 2
+            end
+        else
+            if rot % 90 != 0
+                x_offset += sgn2 * first(sz_rot) / 2 + sgn3 * last(sz) * sind(rot) / 2
+            end
+            y_offset += -last(sz_rot) / 2
+        end
         gr_text(x + sgn * x_offset, y + sgn * y_offset, dv)
     end
 end
@@ -1577,6 +1610,9 @@ function gr_label_ticks_3d(sp, letter, ticks)
     near_letter = letter in (:x, :z) ? :y : :x
     far_letter = letter in (:x, :y) ? :z : :x
 
+    isy = letter === :y
+    isz = letter === :z
+
     ax = sp[get_attr_symbol(letter, :axis)]
     nax = sp[get_attr_symbol(near_letter, :axis)]
     fax = sp[get_attr_symbol(far_letter, :axis)]
@@ -1584,7 +1620,7 @@ function gr_label_ticks_3d(sp, letter, ticks)
     amin, amax = axis_limits(sp, letter)
     namin, namax = axis_limits(sp, near_letter)
     famin, famax = axis_limits(sp, far_letter)
-    n0, n1 = letter === :y ? (namax, namin) : (namin, namax)
+    n0, n1 = isy ? (namax, namin) : (namin, namax)
 
     # find out which axes we are dealing with
     i = findfirst(==(letter), (:x, :y, :z))
@@ -1601,27 +1637,57 @@ function gr_label_ticks_3d(sp, letter, ticks)
     nt = sp[:framestyle] == :origin ? 0 : ax[:mirror] ? n1 : n0
     ft = sp[:framestyle] == :origin ? 0 : ax[:mirror] ? famax : famin
 
-    xoffset = if letter === :x
-        (sp[:yaxis][:mirror] ? 1 : -1) * 1e-2 * (sp[:xaxis][:tick_direction] == :out ? 1.5 : 1)
-    elseif letter === :y
-        (sp[:yaxis][:mirror] ? -1 : 1) * 1e-2 * (sp[:yaxis][:tick_direction] == :out ? 1.5 : 1)
-    else
-        (sp[:zaxis][:mirror] ? 1 : -1) * 1e-2 * (sp[:zaxis][:tick_direction] == :out ? 1.5 : 1)
-    end
-    yoffset = if letter === :x
-        (sp[:xaxis][:mirror] ? 1 : -1) * 1e-2 * (sp[:xaxis][:tick_direction] == :out ? 1.5 : 1)
-    elseif letter === :y
-        (sp[:yaxis][:mirror] ? 1 : -1) * 1e-2 * (sp[:yaxis][:tick_direction] == :out ? 1.5 : 1)
-    else
-        0
-    end
+    rot = mod(ax[:rotation], 360)
+    sgn = ax[:mirror] ? -1 : 1
 
     cvs, dvs = ticks
     ax[:flip] && reverse!(cvs)
 
+    axisθ = isz ? 270 : mod(gr_get_3d_axis_angle(cvs, nt, ft, letter), 360) # issue: doesn't work with 1 tick
+    axisϕ = mod(axisθ - 90, 360)
+
+    out_factor = ifelse(ax[:tick_direction] === :out, 1.5, 1)
+    axisoffset = out_factor * 1.2e-2
+    x_base_offset = axisoffset * cosd(axisϕ)
+    y_base_offset = axisoffset * sind(axisϕ)
+
+    sgn2a = sgn2b = sgn3 = 0
+    if axisθ != 0 || rot % 90 != 0
+        sgn2a =
+            (axisθ != 90) && (axisθ == 0 && (rot < 90 || 180 ≤ rot < 270)) ||
+            (axisθ == 270) ||
+            (axisθ < 90 && (axisθ < rot < 90 || axisθ + 180 < rot < 270)) ||
+            (axisθ > 270 && (rot < 90 || axisθ - 180 < rot < 270 || rot > axisθ)) ? -1 : 1
+    end
+
+    if (axisθ - 90) % 180 != 0 || (rot - 90) % 180 != 0
+        sgn2b =
+            axisθ == 0 ||
+            (axisθ == 90 && (90 ≤ rot < 180 || 270 ≤ rot < 360)) ||
+            (axisθ == 270 && (rot < 90 || 180 ≤ rot < 270)) ||
+            (axisθ < 90 && (axisθ < rot < 180 || axisθ + 180 < rot)) ||
+            (axisθ > 270 && (rot < axisθ - 180 || 180 ≤ rot < axisθ)) ? -1 : 1
+    end
+
+    if !(axisθ == 0 && rot % 180 == 0) && ((rot - 90) % 180 != 0)
+        sgn3 =
+            (axisθ == 0 && 90 < rot < 270) ||
+            (axisθ == 90 && rot < 180) ||
+            (axisθ == 270 && rot > 180) ||
+            (axisθ < 90 && (rot < axisθ || 90 ≤ rot < 180 || axisθ + 180 < rot < 270)) ||
+            (axisθ > 270 && (90 ≤ rot < axisθ - 180 || 180 ≤ rot < 270 || rot > axisθ)) ?
+            -1 : 1
+    end
+
     for (cv, dv) in zip((cvs, dvs)...)
         xi, yi = gr_w3tondc(sort_3d_axes(cv, nt, ft, letter)...)
-        gr_text(xi + xoffset, yi + yoffset, dv)
+        sz_rot = gr_text_size(dv, rot)
+        sz = gr_text_size(dv)
+        x_offset =
+            x_base_offset + sgn2a * first(sz_rot) / 2 + sgn3 * last(sz) * sind(rot) / 2
+        y_offset =
+            y_base_offset + sgn2b * last(sz_rot) / 2 + sgn3 * last(sz) * cosd(rot) / 2
+        gr_text(xi + sgn * x_offset, yi + sgn * y_offset, dv)
     end
 end
 
@@ -1784,7 +1850,7 @@ function gr_add_series(sp, series)
     elseif st in (:surface, :wireframe, :mesh3d)
         gr_draw_surface(series, x, y, z, clims)
     elseif st === :volume
-        sp[:legend] = :none
+        sp[:legend_position] = :none
         GR.gr3.clear()
         dmin, dmax = GR.gr3.volume(y.v, 0)
     elseif st === :heatmap
@@ -1802,9 +1868,9 @@ function gr_add_series(sp, series)
         gr_text(GR.wctondc(xi, yi)..., str)
     end
 
-    if sp[:legend] == :inline && should_add_to_legend(series)
+    if sp[:legend_position] == :inline && should_add_to_legend(series)
         gr_set_font(legendfont(sp), sp)
-        gr_set_textcolor(plot_color(sp[:legendfontcolor]))
+        gr_set_textcolor(plot_color(sp[:legend_font_color]))
         if sp[:yaxis][:mirror]
             (_, i) = sp[:xaxis][:flip] ? findmax(x) : findmin(x)
             GR.settextalign(GR.TEXT_HALIGN_RIGHT, GR.TEXT_VALIGN_HALF)
@@ -1981,14 +2047,42 @@ function gr_draw_surface(series, x, y, z, clims)
         GR.setfillcolorind(0)
         GR.surface(x, y, z, get(e_kwargs, :display_option, GR.OPTION_FILLED_MESH))
     elseif st === :mesh3d
-        @warn "GR: mesh3d is experimental (no face colors)"
-        gr_set_line(
-            get_linewidth(series),
-            get_linestyle(series),
-            get_linecolor(series),
-            series,
+        if series[:connections] isa AbstractVector{<:AbstractVector{Int}}
+            # Combination of any polygon types
+            cns = [[length(polyinds), polyinds...] for polyinds in series[:connections]]
+        elseif series[:connections] isa AbstractVector{NTuple{N,Int}} where {N}
+            # Only N-gons - connections have to be 1-based (indexing)
+            N = length(series[:connections][1])
+            cns = [[N, polyinds...] for polyinds in series[:connections]]
+        elseif series[:connections] isa NTuple{3,<:AbstractVector{Int}}
+            # Only triangles - connections have to be 0-based (indexing)
+            ci, cj, ck = series[:connections]
+            if !(length(ci) == length(cj) == length(ck))
+                throw(
+                    ArgumentError(
+                        "Argument connections must consist of equally sized arrays.",
+                    ),
                 )
-        GR.polyline3d(mesh3d_triangles(x, y, z, series[:connections])...)
+            end
+            cns = [([3, ci[i] + 1, cj[i] + 1, ck[i] + 1]) for i in eachindex(ci)]
+        else
+            throw(
+                ArgumentError(
+                    "Unsupported `:connections` type $(typeof(series[:connections])) for seriestype=$st",
+                ),
+            )
+        end
+        fillalpha = get_fillalpha(series)
+        n_polygons = length(cns)
+        facecolor = if series[:fillcolor] isa AbstractArray
+            series[:fillcolor]
+        else
+            fill(series[:fillcolor], n_polygons)
+        end
+        facecolor = map(fc -> set_RGBA_alpha(fillalpha, fc), facecolor)
+        GR.setborderwidth(get_linewidth(series))
+        GR.setbordercolorind(gr_getcolorind(get_linecolor(series)))
+        GR.polygonmesh3d(x, y, z, vcat(cns...), signed.(gr_color.(facecolor)))
     else
         throw(ArgumentError("Not handled !"))
     end
@@ -2004,15 +2098,38 @@ function gr_draw_heatmap(series, x, y, z, clims)
         # pdf output, and also supports alpha values.
         # Note that drawimage draws uniformly spaced data correctly
         # even on log scales, where it is visually non-uniform.
-        colors = plot_color.(get(fillgrad, z, clims), series[:fillalpha])
+        colors, _z = if series[:subplot][:colorbar_scale] == :identity
+            plot_color.(get(fillgrad, z, clims), series[:fillalpha]), z
+        elseif series[:subplot][:colorbar_scale] == :log10
+            z_log = replace(x -> isinf(x) ? NaN : x, log10.(z))
+            z_normalized = get_z_normalized.(z_log, log10.(clims)...)
+            plot_color.(map(z -> get(fillgrad, z), z_normalized), series[:fillalpha]), z_log
+        end
+        for i in eachindex(colors)
+            if isnan(_z[i])
+                colors[i] = set_RGBA_alpha(0, colors[i])
+            end
+        end
         rgba = gr_color.(colors)
         GR.drawimage(first(x), last(x), last(y), first(y), w, h, rgba)
     else
         if something(series[:fillalpha], 1) < 1
             @warn "GR: transparency not supported in non-uniform heatmaps. Alpha values ignored."
         end
-        z_normalized = get_z_normalized.(z, clims...)
+        z_normalized, _z = if series[:subplot][:colorbar_scale] == :identity
+            get_z_normalized.(z, clims...), z
+        elseif series[:subplot][:colorbar_scale] == :log10
+            z_log = replace(x -> isinf(x) ? NaN : x, log10.(z))
+            get_z_normalized.(z_log, log10.(clims)...), z_log
+        end
         rgba = Int32[round(Int32, 1000 + _i * 255) for _i in z_normalized]
+        background_color_ind =
+            gr_getcolorind(plot_color(series[:subplot][:background_color_inside]))
+        for i in eachindex(rgba)
+            if isnan(_z[i])
+                rgba[i] = background_color_ind
+            end
+        end
         if !ispolar(series)
             GR.nonuniformcellarray(x, y, w, h, rgba)
         else

src/backends/inspectdr.jl

@@ -13,7 +13,7 @@ Add in functionality to Plots.jl:
     :aspect_ratio,
 =#
 
-# ---------------------------------------------------------------------------
+should_warn_on_unsupported(::InspectDRBackend) = false
 
 is_marker_supported(::InspectDRBackend, shape::Shape) = true
 
@@ -70,7 +70,7 @@ function _inspectdr_add_annotations(plot, x, y, val::PlotText)
         color = _inspectdr_mapcolor(val.font.color),
     )
     ann = InspectDR.atext(
-        val.str,
+        texmath2unicode(val.str),
         x = x,
         y = y,
         font = fnt,
@@ -384,9 +384,9 @@ function _inspectdr_setupsubplot(sp::Subplot{InspectDRBackend})
     _inspectdr_setticks(sp, plot, strip, xaxis, yaxis)
 
     a = plot.annotation
-    a.title = sp[:title]
-    a.xlabel = xaxis[:guide]
-    a.ylabels = [yaxis[:guide]]
+    a.title = texmath2unicode(sp[:title])
+    a.xlabel = texmath2unicode(xaxis[:guide])
+    a.ylabels = [texmath2unicode(yaxis[:guide])]
 
     #Modify base layout of new object:
     l = plot.layout.defaults = deepcopy(InspectDR.defaults.plotlayout)
@@ -411,15 +411,14 @@ function _inspectdr_setupsubplot(sp::Subplot{InspectDRBackend})
         _inspectdr_mapptsize(xaxis[:tickfontsize]),
         color = _inspectdr_mapcolor(xaxis[:tickfontcolor]),
     )
-    l.enable_legend = (sp[:legend] != :none)
+    l.enable_legend = (sp[:legend_position] != :none)
     #l.halloc_legend = 150 #TODO: compute???
     l.font_legend = InspectDR.Font(
-        sp[:legendfontfamily],
-        _inspectdr_mapptsize(sp[:legendfontsize]),
-        color = _inspectdr_mapcolor(sp[:legendfontcolor]),
+        sp[:legend_font_family],
+        _inspectdr_mapptsize(sp[:legend_font_pointsize]),
+        color = _inspectdr_mapcolor(sp[:legend_font_color]),
     )
-    l.frame_legend.fillcolor = _inspectdr_mapcolor(sp[:background_color_legend])
-
+    l.frame_legend.fillcolor = _inspectdr_mapcolor(sp[:legend_background_color])
     #_round!() ensures values use integer spacings (looks better on screen):
     InspectDR._round!(InspectDR.autofit2font!(l, legend_width = 10.0)) #10 "em"s wide
     return

src/backends/pgfplotsx.jl

@@ -141,9 +141,12 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
             title_loc = sp[:titlelocation]
             bgc_inside = plot_color(sp[:background_color_inside])
             bgc_inside_a = alpha(bgc_inside)
+            update_clims(sp)
             axis_opt = PGFPlotsX.Options(
                 "point meta max" => get_clims(sp)[2],
                 "point meta min" => get_clims(sp)[1],
+                "legend cell align" => "left",
+                "legend columns" => pgfx_legend_col(sp[:legend_column]),
                 "title" => sp[:title],
                 "title style" => PGFPlotsX.Options(
                     pgfx_get_title_pos(title_loc)...,
@@ -203,8 +206,8 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
 
             if hascolorbar(sp)
                 cticks = get_colorbar_ticks(sp)[2]
-                colorbar_style = PGFPlotsX.Options("title" => sp[:colorbar_title])
                 if sp[:colorbar] === :top
+                    colorbar_style = PGFPlotsX.Options("xlabel" => sp[:colorbar_title])
                     push!(
                         colorbar_style,
                         "at" => string((0.5, 1.05)),
@@ -214,6 +217,7 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
                         "xticklabel style" => pgfx_get_colorbar_ticklabel_style(sp),
                     )
                 else
+                    colorbar_style = PGFPlotsX.Options("ylabel" => sp[:colorbar_title])
                     push!(
                         colorbar_style,
                         "ytick" => string("{", join(cticks, ","), "}"),
@@ -245,12 +249,18 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
                 extra_sp = wraptuple(extra_sp)
                 push!(axis, extra_sp...)
             end
-            if sp[:legendtitle] !== nothing
+            if sp[:legend_title] !== nothing
+                legtfont = legendtitlefont(sp)
                 push!(axis, PGFPlotsX.Options("\\addlegendimage{empty legend}" => nothing))
                 push!(
                     axis,
                     PGFPlotsX.LegendEntry(
-                        string("\\hspace{-.6cm}{\\textbf{", sp[:legendtitle], "}}"),
+                        PGFPlotsX.Options(
+                            "font" =>
+                                pgfx_font(legtfont.pointsize, pgfx_thickness_scaling(sp)),
+                            "text" => legtfont.color,
+                        ),
+                        string("\\hspace{-.6cm}{\\textbf{", sp[:legend_title], "}}"),
                         false,
                     ),
                 )
@@ -375,11 +385,9 @@ function pgfx_add_series!(::Val{:path}, axis, series_opt, series, series_func, o
                     )
                 end
             end
-            if (
-                k == 1 &&
-                series[:subplot][:legend] != :none &&
+            if i == 1 &&
+               series[:subplot][:legend_position] != :none &&
                pgfx_should_add_to_legend(series)
-            )
                 pgfx_filllegend!(series_opt, opt)
             end
         end
@@ -396,6 +404,9 @@ function pgfx_add_series!(::Val{:path}, axis, series_opt, series, series_func, o
                     ),
                 ),
             )
+            if opt[:label] == ""
+                push!(arrow_opt, "forget plot" => nothing)
+            end
             if arrow.side == :head
                 x_arrow = opt[:x][rng][(end - 1):end]
                 y_arrow = opt[:y][rng][(end - 1):end]
@@ -419,6 +430,7 @@ function pgfx_add_series!(::Val{:path}, axis, series_opt, series, series_func, o
                 :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!(series_opt, "forget plot" => nothing)
             push!(axis, arrow_plot)
             coordinates = PGFPlotsX.Table(x_path, y_path)
             segment_plot = series_func(merge(series_opt, segment_opt), coordinates)
@@ -512,10 +524,29 @@ function pgfx_add_series!(::Val{:heatmap}, axis, series_opt, series, series_func
 end
 
 function pgfx_add_series!(::Val{:mesh3d}, axis, series_opt, series, series_func, opt)
+    if opt[:connections] isa Tuple{Array,Array,Array}
+        # 0-based indexing
         ptable = join(
             [string(i, " ", j, " ", k, "\\\\") for (i, j, k) in zip(opt[:connections]...)],
             "\n        ",
         )
+    elseif typeof(opt[:connections]) <: AbstractVector{NTuple{3,Int}}
+        # 1-based indexing
+        ptable = join(
+            [
+                string(i - 1, " ", j - 1, " ", k - 1, "\\\\") for
+                (i, j, k) in opt[:connections]
+            ],
+            "\n        ",
+        )
+    else
+        throw(
+            ArgumentError(
+                "Argument connections has to be either a tuple of three arrays (0-based indexing)
+                    or an AbstractVector{NTuple{3,Int}} (1-based indexing).",
+            ),
+        )
+    end
     push!(
         series_opt,
         "patch" => nothing,
@@ -633,7 +664,7 @@ function pgfx_add_series!(::Val{:xsticks}, axis, series_opt, series, series_func
 end
 
 function pgfx_add_legend!(axis, series, opt, i = 1)
-    if series[:subplot][:legend] != :none
+    if series[:subplot][:legend_position] != :none
         leg_entry = if opt[:label] isa AVec
             get(opt[:label], i, "")
         elseif opt[:label] isa AbstractString
@@ -780,22 +811,22 @@ function pgfx_get_legend_pos(v::Tuple{S,Symbol}) where {S<:Real}
 end
 
 function pgfx_get_legend_style(sp)
-    cstr = plot_color(sp[:background_color_legend])
+    cstr = plot_color(sp[:legend_background_color])
     a = alpha(cstr)
-    fg_alpha = alpha(plot_color(sp[:foreground_color_legend]))
+    fg_alpha = alpha(plot_color(sp[:legend_foreground_color]))
     legfont = legendfont(sp)
     PGFPlotsX.Options(
         pgfx_linestyle(
             pgfx_thickness_scaling(sp),
-            sp[:foreground_color_legend],
+            sp[:legend_foreground_color],
             fg_alpha,
             "solid",
         ) => nothing,
         "fill" => cstr,
         "fill opacity" => a,
-        "text opacity" => alpha(plot_color(sp[:legendfontcolor])),
-        "font" => pgfx_font(sp[:legendfontsize], pgfx_thickness_scaling(sp)),
-        "text" => plot_color(sp[:legendfontcolor]),
+        "text opacity" => alpha(plot_color(sp[:legend_font_color])),
+        "font" => pgfx_font(sp[:legend_font_pointsize], pgfx_thickness_scaling(sp)),
+        "text" => plot_color(sp[:legend_font_color]),
         "cells" => PGFPlotsX.Options(
             "anchor" => get(
                 (left = "west", right = "east", hcenter = "center"),
@@ -803,7 +834,7 @@ function pgfx_get_legend_style(sp)
                 "west",
             ),
         ),
-        pgfx_get_legend_pos(sp[:legend])...,
+        pgfx_get_legend_pos(sp[:legend_position])...,
     )
 end
 
@@ -929,6 +960,9 @@ function pgfx_linestyle(linewidth::Real, color, α = 1, linestyle = :solid)
     )
 end
 
+pgfx_legend_col(s::Symbol) = s == :horizontal ? -1 : 1
+pgfx_legend_col(n) = n
+
 function pgfx_linestyle(plotattributes, i = 1)
     lw = pgfx_thickness_scaling(plotattributes) * get_linewidth(plotattributes, i)
     lc = single_color(get_linecolor(plotattributes, i))
@@ -950,8 +984,7 @@ function pgfx_font(fontsize::Nothing, thickness_scaling = 1, font = "\\selectfon
 end
 
 function pgfx_should_add_to_legend(series::Series)
-    series.plotattributes[:primary] &&
-        !(
+    series.plotattributes[:primary] && !(
         series.plotattributes[:seriestype] in (
             :hexbin,
             :bins2d,
@@ -1198,6 +1231,18 @@ function pgfx_sanitize_plot!(plt)
     end
     ##
 end
+
+function wrap_power_labels(ticks)
+    # wrap the power part of label with }
+    tick_labels = similar(ticks)
+    for (i, label) in enumerate(ticks)
+        base, power = split(label, "^")
+        power = string("{", power, "}")
+        tick_labels[i] = string(base, "^", power)
+    end
+    tick_labels
+end
+
 # --------------------------------------------------------------------------------------
 function pgfx_axis!(opt::PGFPlotsX.Options, sp::Subplot, letter)
     axis = sp[get_attr_symbol(letter, :axis)]
@@ -1256,7 +1301,8 @@ function pgfx_axis!(opt::PGFPlotsX.Options, sp::Subplot, letter)
 
     # scale
     scale = axis[:scale]
-    if scale in (:log2, :ln, :log10)
+    is_log_scale = scale in (:ln, :log2, :log10)
+    if is_log_scale
         push!(opt, string(letter, :mode) => "log")
         scale == :ln || push!(opt, "log basis $letter" => "$(scale == :log2 ? 2 : 10)")
     end
@@ -1269,11 +1315,10 @@ function pgfx_axis!(opt::PGFPlotsX.Options, sp::Subplot, letter)
     end
 
     # grid on or off
-    if axis[:grid] && framestyle != :none
-        push!(opt, "$(letter)majorgrids" => "true")
-    else
-        push!(opt, "$(letter)majorgrids" => "false")
-    end
+    push!(
+        opt,
+        "$(letter)majorgrids" => axis[:grid] && framestyle != :none ? "true" : "false",
+    )
 
     # limits
     lims =
@@ -1289,14 +1334,8 @@ function pgfx_axis!(opt::PGFPlotsX.Options, sp::Subplot, letter)
             ispolar(sp) && letter == :x ? [rad2deg.(ticks[1])[3:end]..., 360, 405] :
             ticks[1]
         push!(opt, string(letter, "tick") => string("{", join(tick_values, ","), "}"))
-        if axis[:showaxis] && axis[:scale] in (:ln, :log2, :log10) && axis[:ticks] == :auto
-            # wrap the power part of label with }
-            tick_labels = similar(ticks[2])
-            for (i, label) in enumerate(ticks[2])
-                base, power = split(label, "^")
-                power = string("{", power, "}")
-                tick_labels[i] = string(base, "^", power)
-            end
+        if axis[:showaxis] && is_log_scale && axis[:ticks] == :auto
+            tick_labels = wrap_power_labels(ticks[2])
             if tick_labels isa Vector{String}
                 push!(
                     opt,
@@ -1309,6 +1348,7 @@ function pgfx_axis!(opt::PGFPlotsX.Options, sp::Subplot, letter)
         elseif axis[:showaxis]
             tick_labels =
                 ispolar(sp) && letter == :x ? [ticks[2][3:end]..., "0", "45"] : ticks[2]
+            is_log_scale && (tick_labels = wrap_power_labels(tick_labels))
             if axis[:formatter] in (:scientific, :auto) && tick_labels isa Vector{String}
                 tick_labels = string.("\$", convert_sci_unicode.(tick_labels), "\$")
                 tick_labels = replace.(tick_labels, Ref("×" => "\\times"))
@@ -1425,7 +1465,7 @@ end
 # Set the (left, top, right, bottom) minimum padding around the plot area
 # to fit ticks, tick labels, guides, colorbars, etc.
 function _update_min_padding!(sp::Subplot{PGFPlotsXBackend})
-    leg = sp[:legend]
+    leg = sp[:legend_position]
     if leg in (:best, :outertopright, :outerright, :outerbottomright) ||
        (leg isa Tuple && leg[1] >= 1)
         sp.minpad = (0mm, 0mm, 5mm, 0mm)

src/backends/plotly.jl

@@ -338,12 +338,12 @@ function plotly_layout(plt::Plot)
 end
 
 function plotly_add_legend!(plotattributes_out::KW, sp::Subplot)
-    plotattributes_out[:showlegend] = sp[:legend] != :none
-    legend_position = plotly_legend_pos(sp[:legend])
-    if sp[:legend] != :none
-        plotattributes_out[:legend] = KW(
-            :bgcolor => rgba_string(sp[:background_color_legend]),
-            :bordercolor => rgba_string(sp[:foreground_color_legend]),
+    plotattributes_out[:showlegend] = sp[:legend_position] != :none
+    legend_position = plotly_legend_pos(sp[:legend_position])
+    if sp[:legend_position] != :none
+        plotattributes_out[:legend_position] = KW(
+            :bgcolor => rgba_string(sp[:legend_background_color]),
+            :bordercolor => rgba_string(sp[:legend_foreground_color]),
             :borderwidth => 1,
             :traceorder => "normal",
             :xanchor => legend_position.xanchor,
@@ -353,7 +353,7 @@ function plotly_add_legend!(plotattributes_out::KW, sp::Subplot)
             :x => legend_position.coords[1],
             :y => legend_position.coords[2],
             :title => KW(
-                :text => sp[:legendtitle] === nothing ? "" : string(sp[:legendtitle]),
+                :text => sp[:legend_title] === nothing ? "" : string(sp[:legend_title]),
                 :font => plotly_font(legendtitlefont(sp)),
             ),
         )
@@ -362,6 +362,7 @@ end
 
 function plotly_legend_pos(pos::Symbol)
     xleft = 0.07
+    xright = 1.0
     ybot = 0.07
     ytop = 1.0
     xcenter = 0.55
@@ -372,14 +373,14 @@ function plotly_legend_pos(pos::Symbol)
     xouterright = 1.05
     xouterleft = -0.15
     plotly_legend_position_mapping = (
-        right = (coords = [1.0, ycenter], xanchor = "right", yanchor = "middle"),
+        right = (coords = [xright, ycenter], xanchor = "right", yanchor = "middle"),
         left = (coords = [xleft, ycenter], xanchor = "left", yanchor = "middle"),
         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"),
+        bottomright = (coords = [xright, ybot], xanchor = "right", yanchor = "bottom"),
+        topright = (coords = [xright, ytop], xanchor = "right", yanchor = "top"),
+        topleft = (coords = [xleft, ytop], xanchor = "left", yanchor = "top"),
         outertop = (coords = [center, youtertop], xanchor = "upper", yanchor = "middle"),
         outerbottom = (coords = [center, youterbot], xanchor = "lower", yanchor = "middle"),
         outerleft = (coords = [xouterleft, center], xanchor = "left", yanchor = "top"),
@@ -400,7 +401,7 @@ function plotly_legend_pos(pos::Symbol)
             xanchor = "lower",
             yanchor = "right",
         ),
-        default = (coords = [1.0, 1.0], xanchor = "auto", yanchor = "auto"),
+        default = (coords = [xright, ytop], xanchor = "auto", yanchor = "auto"),
     )
 
     legend_position =
@@ -678,6 +679,7 @@ function plotly_series(plt::Plot, series::Series)
 
         if series[:connections] !== nothing
             if typeof(series[:connections]) <: Tuple{Array,Array,Array}
+                # 0-based indexing
                 i, j, k = series[:connections]
                 if !(length(i) == length(j) == length(k))
                     throw(
@@ -689,10 +691,20 @@ function plotly_series(plt::Plot, series::Series)
                 plotattributes_out[:i] = i
                 plotattributes_out[:j] = j
                 plotattributes_out[:k] = k
+            elseif typeof(series[:connections]) <: AbstractVector{NTuple{3,Int}}
+                # 1-based indexing
+                i, j, k = broadcast(
+                    i -> [inds[i] - 1 for inds in series[:connections]],
+                    (1, 2, 3),
+                )
+                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.",
+                        "Argument connections has to be either a tuple of three arrays (0-based indexing)
+                         or an AbstractVector{NTuple{3,Int}} (1-based indexing).",
                     ),
                 )
             end
@@ -740,14 +752,14 @@ function plotly_series(plt::Plot, series::Series)
     end
 
     plotly_polar!(plotattributes_out, series)
-    plotly_hover!(plotattributes_out, series[:hover])
+    plotly_adjust_hover_label!(plotattributes_out, series[:hover])
 
-    return [plotattributes_out]
+    return [merge(plotattributes_out, series[:extra_kwargs])]
 end
 
 function plotly_series_shapes(plt::Plot, series::Series, clims)
     segments = series_segments(series; check = true)
-    plotattributes_outs = Vector{KW}(undef, length(segments))
+    plotattributes_outs = [KW() for _ in 1:length(segments)]
 
     # TODO: create a plotattributes_out for each polygon
     # x, y = series[:x], series[:y]
@@ -795,8 +807,8 @@ function plotly_series_shapes(plt::Plot, series::Series, clims)
         end
         plotattributes_out[:showlegend] = k == 1 ? should_add_to_legend(series) : false
         plotly_polar!(plotattributes_out, series)
-        plotly_hover!(plotattributes_out, _cycle(series[:hover], i))
-        plotattributes_outs[k] = plotattributes_out
+        plotly_adjust_hover_label!(plotattributes_out, _cycle(series[:hover], i))
+        plotattributes_outs[k] = merge(plotattributes_out, series[:extra_kwargs])
     end
     if series[:fill_z] !== nothing
         push!(plotattributes_outs, plotly_colorbar_hack(series, plotattributes_base, :fill))
@@ -919,7 +931,7 @@ function plotly_series_segments(series::Series, plotattributes_base::KW, x, y, z
         end
 
         plotly_polar!(plotattributes_out, series)
-        plotly_hover!(plotattributes_out, _cycle(series[:hover], rng))
+        plotly_adjust_hover_label!(plotattributes_out, _cycle(series[:hover], rng))
 
         if hasfillrange
             # if hasfillrange is true, return two dictionaries (one for original
@@ -928,7 +940,7 @@ function plotly_series_segments(series::Series, plotattributes_base::KW, x, y, z
             plotattributes_out_fillrange[:showlegend] = false
             # if fillrange is provided as real or tuple of real, expand to array
             if typeof(series[:fillrange]) <: Real
-                series[:fillrange] = fill(series[:fillrange], length(rng))
+                plotattributes_out[:fillrange] = fill(series[:fillrange], length(rng))
             elseif typeof(series[:fillrange]) <: Tuple
                 f1 =
                     typeof(series[:fillrange][1]) <: Real ?
@@ -936,7 +948,7 @@ function plotly_series_segments(series::Series, plotattributes_base::KW, x, y, z
                 f2 =
                     typeof(series[:fillrange][2]) <: Real ?
                     fill(series[:fillrange][2], length(rng)) : series[:fillrange][2][rng]
-                series[:fillrange] = (f1, f2)
+                plotattributes_out[:fillrange] = (f1, f2)
             end
             if isa(series[:fillrange], AbstractVector)
                 plotattributes_out_fillrange[:y] = series[:fillrange][rng]
@@ -957,6 +969,7 @@ function plotly_series_segments(series::Series, plotattributes_base::KW, x, y, z
         else
             plotattributes_outs[k] = plotattributes_out
         end
+        plotattributes_outs[k] = merge(plotattributes_outs[k], series[:extra_kwargs])
     end
 
     if series[:line_z] !== nothing
@@ -1001,28 +1014,30 @@ function plotly_polar!(plotattributes_out::KW, series::Series)
     # convert polar plots x/y to theta/radius
     if ispolar(series[:subplot])
         theta, r = pop!(plotattributes_out, :x), pop!(plotattributes_out, :y)
-        plotattributes_out[:t] = rad2deg.(theta)
+        plotattributes_out[:theta] = rad2deg.(theta)
         plotattributes_out[:r] = r
+        plotattributes_out[:type] = :scatterpolar
     end
 end
 
-function plotly_hover!(plotattributes_out::KW, hover)
-    # hover text
-    if hover === nothing || all(in([:none, false]), hover)
+function plotly_adjust_hover_label!(plotattributes_out::KW, hover)
+    if hover === nothing
+        return nothing
+    elseif all(in([:none, false]), hover)
         plotattributes_out[:hoverinfo] = "none"
     elseif any(!isnothing, hover)
         plotattributes_out[:hoverinfo] = "text"
         plotattributes_out[:text] = hover
     end
+    return nothing
 end
 
 # get a list of dictionaries, each representing the series params
 function plotly_series(plt::Plot)
-    slist = []
-    for series in plt.series_list
-        append!(slist, plotly_series(plt, series))
+    if isempty(plt.series_list)
+        return KW[]
     end
-    slist
+    reduce(vcat, plotly_series(plt, series) for series in plt.series_list)
 end
 
 # get json string for a list of dictionaries, each representing the series params
@@ -1092,16 +1107,12 @@ end
 
 function js_body(plt::Plot, uuid)
     js = """
-        var PLOT = document.getElementById('$(uuid)');
-        Plotly.plot(PLOT, $(plotly_series_json(plt)), $(plotly_layout_json(plt)));
+        Plotly.newPlot('$(uuid)', $(plotly_series_json(plt)), $(plotly_layout_json(plt)));
     """
 end
 
 function plotly_show_js(io::IO, plot::Plot)
-    data = []
-    for series in plot.series_list
-        append!(data, plotly_series(plot, series))
-    end
+    data = plotly_series(plot)
     layout = plotly_layout(plot)
     JSON.print(io, Dict(:data => data, :layout => layout))
 end

src/backends/plotlyjs.jl

@@ -8,6 +8,7 @@ function plotlyjs_syncplot(plt::Plot{PlotlyJSBackend})
     traces = PlotlyJS.GenericTrace[]
     for series_dict in plotly_series(plt)
         plotly_type = pop!(series_dict, :type)
+        series_dict[:transpose] = false
         push!(traces, PlotlyJS.GenericTrace(plotly_type; series_dict...))
     end
     PlotlyJS.addtraces!(plt.o, traces...)

src/backends/pyplot.jl

@@ -26,9 +26,25 @@ pyrcparams = PyPlot.PyDict(PyPlot.matplotlib."rcParams")
 
 # "support" matplotlib v3.4
 if PyPlot.version < v"3.4"
-    @warn("You are using Matplotlib $(PyPlot.version), which is no longer
+    @warn("""You are using Matplotlib $(PyPlot.version), which is no longer
     officialy supported by the Plots community. To ensure smooth Plots.jl
-    integration update your Matplotlib library to a version >= 3.4.0")
+    integration update your Matplotlib library to a version >= 3.4.0
+
+    If you have used Conda.jl to install PyPlot (default installation),
+    upgrade your matplotlib via Conda.jl and rebuild the PyPlot.
+
+    If you are not sure, here are the default instructions:
+
+    In Julia REPL:
+    ```
+    import Pkg;
+    Pkg.add("Conda")
+    import Conda
+    Conda.update()
+    Pkg.build("PyPlot")
+    ```
+
+    """)
 end
 
 set_facecolor_sym = if PyPlot.version < v"2"
@@ -682,6 +698,50 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
         end
     end
 
+    if st == :mesh3d
+        polygons = if series[:connections] isa AbstractVector{<:AbstractVector{Int}}
+            # Combination of any polygon types
+            broadcast(inds -> broadcast(i -> [x[i], y[i], z[i]], inds), series[:connections])
+        elseif series[:connections] isa AbstractVector{NTuple{N,Int}} where {N}
+            # Only N-gons - connections have to be 1-based (indexing)
+            broadcast(inds -> broadcast(i -> [x[i], y[i], z[i]], inds), series[:connections])
+        elseif series[:connections] isa NTuple{3,<:AbstractVector{Int}}
+            # Only triangles - connections have to be 0-based (indexing)
+            ci, cj, ck = series[:connections]
+            if !(length(ci) == length(cj) == length(ck))
+                throw(
+                    ArgumentError(
+                        "Argument connections must consist of equally sized arrays.",
+                    ),
+                )
+            end
+            broadcast(
+                j -> broadcast(i -> [x[i], y[i], z[i]], [ci[j] + 1, cj[j] + 1, ck[j] + 1]),
+                eachindex(ci),
+            )
+        else
+            throw(
+                ArgumentError(
+                    "Unsupported `:connections` type $(typeof(series[:connections])) for seriestype=$st",
+                ),
+            )
+        end
+        col = mplot3d.art3d.Poly3DCollection(
+            polygons,
+            linewidths = py_thickness_scale(plt, series[:linewidth]),
+            edgecolor = py_color(get_linecolor(series)),
+            facecolor = py_color(series[:fillcolor]),
+            alpha = get_fillalpha(series),
+            zorder = series[:series_plotindex],
+        )
+        handle = ax."add_collection3d"(col)
+        # Fix for handle: https://stackoverflow.com/questions/54994600/pyplot-legend-poly3dcollection-object-has-no-attribute-edgecolors2d
+        # It seems there aren't two different alpha values for edge and face
+        handle._facecolors2d = py_color(series[:fillcolor])
+        handle._edgecolors2d = py_color(get_linecolor(series))
+        push!(handles, handle)
+    end
+
     if st == :image
         xmin, xmax = ignorenan_extrema(series[:x])
         ymin, ymax = ignorenan_extrema(series[:y])
@@ -921,7 +981,7 @@ end
 
 function py_set_spine_color(spines, color)
     for loc in spines
-        spines[loc]."set_color"(color)
+        getproperty(spines, loc)."set_color"(color)
     end
 end
 
@@ -1146,7 +1206,7 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
         if !ispolar(sp) && !RecipesPipeline.is3d(sp)
             for pos in ("left", "right", "top", "bottom")
                 # Scale all axes by default first
-                ax.spines[pos]."set_linewidth"(py_thickness_scale(plt, 1))
+                getproperty(ax.spines, pos)."set_linewidth"(py_thickness_scale(plt, 1))
             end
 
             # Then set visible some of them
@@ -1154,28 +1214,32 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
                 intensity = 0.5
 
                 spine = sp[:yaxis][:mirror] ? "left" : "right"
-                ax.spines[spine]."set_alpha"(intensity)
-                ax.spines[spine]."set_linewidth"(py_thickness_scale(plt, intensity))
+                getproperty(ax.spines, spine)."set_alpha"(intensity)
+                getproperty(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)
+                getproperty(ax.spines, spine)."set_linewidth"(
+                    py_thickness_scale(plt, intensity),
+                )
+                getproperty(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)
-                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)
+                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")
+                    ax.spines."bottom"."set_position"("zero")
+                    ax.spines."left"."set_position"("zero")
                 end
             elseif sp[:framestyle] in (:grid, :none, :zerolines)
                 if PyPlot.version >= v"3.4.1" # that is one where it worked, the API change may have some other value
                     for spine in ax.spines
-                        ax.spines[string(spine)]."set_visible"(false)
+                        getproperty(ax.spines, string(spine))."set_visible"(false)
                     end
                 else
                     for (loc, spine) in ax.spines
@@ -1219,7 +1283,7 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
             end
 
             py_set_scale(ax, sp, axis)
-            axis[:ticks] == :native ? nothing : py_set_lims(ax, sp, axis)
+            py_set_lims(ax, sp, axis)
             if ispolar(sp) && letter == :y
                 ax."set_rlabel_position"(90)
             end
@@ -1233,8 +1297,8 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
             fontProperties = PyPlot.PyCall.PyDict(
                 Dict(
                     "family" => axis[:tickfontfamily],
-                    "math_fontfamily" =>
-                        py_get_matching_math_font(axis[:tickfontfamily]),
+                   # "math_fontfamily" =>
+                   #     py_get_matching_math_font(axis[:tickfontfamily]),
                     "size" => py_thickness_scale(plt, axis[:tickfontsize]),
                     "rotation" => axis[:tickfontrotation],
                 ),
@@ -1254,7 +1318,14 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
                 )
             end
 
-            axis[:ticks] == :native ? nothing : py_set_ticks(sp, ax, ticks, letter)
+            py_set_ticks(sp, ax, ticks, letter)
+
+            if axis[:ticks] == :native # It is easier to reset than to account for this
+                py_set_lims(ax, sp, axis)
+                pyaxis.set_major_locator(pyticker.AutoLocator())
+                pyaxis.set_major_formatter(pyticker.ScalarFormatter())
+            end
+
             # Tick marks
             intensity = 0.5  # This value corresponds to scaling of other grid elements
             pyaxis."set_tick_params"(
@@ -1339,11 +1410,11 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
         if !sp[:xaxis][:showaxis]
             kw = KW()
             if ispolar(sp)
-                ax.spines["polar"].set_visible(false)
+                ax.spines."polar".set_visible(false)
             end
             for dir in (:top, :bottom)
                 if !ispolar(sp)
-                    ax.spines[string(dir)].set_visible(false)
+                    getproperty(ax.spines, string(dir)).set_visible(false)
                 end
                 kw[dir] = kw[get_attr_symbol(:label, dir)] = false
             end
@@ -1353,7 +1424,7 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
             kw = KW()
             for dir in (:left, :right)
                 if !ispolar(sp)
-                    ax.spines[string(dir)].set_visible(false)
+                    getproperty(ax.spines, string(dir)).set_visible(false)
                 end
                 kw[dir] = kw[get_attr_symbol(:label, dir)] = false
             end
@@ -1495,7 +1566,7 @@ end
 py_legend_bbox(pos) = pos
 
 function py_add_legend(plt::Plot, sp::Subplot, ax)
-    leg = sp[:legend]
+    leg = sp[:legend_position]
     if leg != :none
         # gotta do this to ensure both axes are included
         labels = []
@@ -1556,7 +1627,7 @@ function py_add_legend(plt::Plot, sp::Subplot, ax)
                         ),
                         linewidth = py_thickness_scale(
                             plt,
-                            hasline * sp[:legendfontsize] / 8,
+                            hasline * sp[:legend_font_pointsize] / 8,
                         ),
                         linestyle = py_linestyle(:path, get_linestyle(series)),
                         solid_capstyle = "butt",
@@ -1564,7 +1635,10 @@ function py_add_legend(plt::Plot, sp::Subplot, ax)
                         dash_capstyle = "butt",
                         dash_joinstyle = "miter",
                         marker = py_marker(_cycle(series[:markershape], 1)),
-                        markersize = py_thickness_scale(plt, 0.8 * sp[:legendfontsize]),
+                        markersize = py_thickness_scale(
+                            plt,
+                            0.8 * sp[:legend_font_pointsize],
+                        ),
                         markeredgecolor = py_color(
                             single_color(get_markerstrokecolor(series)),
                             get_markerstrokealpha(series),
@@ -1575,8 +1649,9 @@ function py_add_legend(plt::Plot, sp::Subplot, ax)
                         ),
                         markeredgewidth = py_thickness_scale(
                             plt,
-                            0.8 * get_markerstrokewidth(series) * sp[:legendfontsize] /
-                            first(series[:markersize]),
+                            0.8 *
+                            get_markerstrokewidth(series) *
+                            sp[:legend_font_pointsize] / first(series[:markersize]),
                         ),   # retain the markersize/markerstroke ratio from the markers on the plot
                     )
                     push!(handles, handle)
@@ -1596,34 +1671,32 @@ function py_add_legend(plt::Plot, sp::Subplot, ax)
                 loc = py_legend_pos(leg),
                 bbox_to_anchor = py_legend_bbox(leg),
                 scatterpoints = 1,
-                fontsize = py_thickness_scale(plt, sp[:legendfontsize]),
-                facecolor = py_color(sp[:background_color_legend]),
-                edgecolor = py_color(sp[:foreground_color_legend]),
-                framealpha = alpha(plot_color(sp[:background_color_legend])),
+                fontsize = py_thickness_scale(plt, sp[:legend_font_pointsize]),
+                facecolor = py_color(sp[:legend_background_color]),
+                edgecolor = py_color(sp[:legend_foreground_color]),
+                framealpha = alpha(plot_color(sp[:legend_background_color])),
                 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))
             leg."set_zorder"(1000)
-            if sp[:legendtitle] !== nothing
-                leg."set_title"(sp[:legendtitle])
+            if sp[:legend_title] !== nothing
+                leg."set_title"(sp[:legend_title])
                 PyPlot.plt."setp"(
                     leg."get_title"(),
-                    color = py_color(sp[:legendtitlefontcolor]),
-                    family = sp[:legendtitlefontfamily],
-                    math_fontfamily = py_get_matching_math_font(sp[:legendtitlefontfamily]),
-                    fontsize = py_thickness_scale(plt, sp[:legendtitlefontsize]),
+                    color = py_color(sp[:legend_title_font_color]),
+                    family = sp[:legend_title_font_family],
+                    fontsize = py_thickness_scale(plt, sp[:legend_title_font_pointsize]),
                 )
             end
 
             for txt in leg."get_texts"()
                 PyPlot.plt."setp"(
                     txt,
-                    color = py_color(sp[:legendfontcolor]),
-                    family = sp[:legendfontfamily],
-                    math_fontfamily = py_get_matching_math_font(sp[:legendtitlefontfamily]),
-                    fontsize = py_thickness_scale(plt, sp[:legendfontsize]),
+                    color = py_color(sp[:legend_font_color]),
+                    family = sp[:legend_font_family],
+                    fontsize = py_thickness_scale(plt, sp[:legend_font_pointsize]),
                 )
             end
         end
@@ -1652,7 +1725,12 @@ function _update_plot_object(plt::Plot{PyPlotBackend})
                 _cbar_width - 1mm,
                 height(sp.bbox) - 4mm,
             )
-            pcts = bbox_to_pcts(cb_bbox, figw, figh)
+            pcts = get(
+                sp[:extra_kwargs],
+                "3d_colorbar_axis",
+                bbox_to_pcts(cb_bbox, figw, figh),
+            )
+
             sp.attr[:cbar_ax]."set_position"(pcts)
         end
     end

src/backends/unicodeplots.jl

@@ -1,64 +1,125 @@
-
 # https://github.com/JuliaPlots/UnicodePlots.jl
 
-# don't warn on unsupported... there's just too many warnings!!
-warn_on_unsupported_args(::UnicodePlotsBackend, plotattributes::KW) = nothing
-
-# --------------------------------------------------------------------------------------
-
-_canvas_map() = (
-    ascii = UnicodePlots.AsciiCanvas,
-    block = UnicodePlots.BlockCanvas,
+const _canvas_map = (
     braille = UnicodePlots.BrailleCanvas,
     density = UnicodePlots.DensityCanvas,
-    dot = UnicodePlots.DotCanvas,
     heatmap = UnicodePlots.HeatmapCanvas,
     lookup = UnicodePlots.LookupCanvas,
+    ascii = UnicodePlots.AsciiCanvas,
+    block = UnicodePlots.BlockCanvas,
+    dot = UnicodePlots.DotCanvas,
 )
 
-# do all the magic here... build it all at once, since we need to know about all the series at the very beginning
-function unicodeplots_rebuild(plt::Plot{UnicodePlotsBackend})
+should_warn_on_unsupported(::UnicodePlotsBackend) = false
+
+function _before_layout_calcs(plt::Plot{UnicodePlotsBackend})
     plt.o = UnicodePlots.Plot[]
-    canvas_map = _canvas_map()
+    up_width = UnicodePlots.DEFAULT_WIDTH[]
+    up_height = UnicodePlots.DEFAULT_HEIGHT[]
+
+    has_layout = prod(size(plt.layout)) > 1
     for sp in plt.subplots
+        sp_kw = sp[:extra_kwargs]
         xaxis = sp[:xaxis]
         yaxis = sp[:yaxis]
         xlim = collect(axis_limits(sp, :x))
         ylim = collect(axis_limits(sp, :y))
+        zlim = collect(axis_limits(sp, :z))
+        F = float(eltype(xlim))
 
-        # we set x/y to have a single point, since we need to create the plot with some data.
-        # since this point is at the bottom left corner of the plot, it shouldn't actually be shown
-        x = Float64[xlim[1]]
-        y = Float64[ylim[1]]
+        # We set x/y to have a single point,
+        # since we need to create the plot with some data.
+        # Since this point is at the bottom left corner of the plot,
+        # it should be hidden by consecutive plotting commands.
+        x = Vector{F}(xlim)
+        y = Vector{F}(ylim)
+        z = Vector{F}(zlim)
 
-        # create a plot window with xlim/ylim set, but the X/Y vectors are outside the bounds
-        canvas_type = if (ct = _canvas_type[]) == :auto
+        # create a plot window with xlim/ylim set,
+        # but the X/Y vectors are outside the bounds
+        canvas = if (up_c = get(sp_kw, :canvas, :auto)) === :auto
             isijulia() ? :ascii : :braille
         else
-            ct
+            up_c
         end
 
+        border = if (up_b = get(sp_kw, :border, :auto)) === :auto
+            isijulia() ? :ascii : :solid
+        else
+            up_b
+        end
+
+        # blank plots will not be shown
+        width = has_layout && isempty(series_list(sp)) ? 0 : get(sp_kw, :width, up_width)
+        height = get(sp_kw, :height, up_height)
+
+        plot_3d = is3d(sp)
+        blend = get(sp_kw, :blend, true)
+        grid = xaxis[:grid] && yaxis[:grid]
+        quiver = contour = false
+        for series in series_list(sp)
+            st = series[:seriestype]
+            blend &= get(series[:extra_kwargs], :blend, true)
+            quiver |= series[:arrow] isa Arrow  # post-pipeline detection (:quiver -> :path)
+            contour |= st === :contour
+            if st === :histogram2d
+                xlim = ylim = (0, 0)
+            elseif st === :spy || st === :heatmap
+                width = height = 0
+                grid = false
+            end
+        end
+        grid &= !(quiver || contour)
+        blend &= !(quiver || contour)
+
+        plot_3d && (xlim = ylim = (0, 0))  # determined using projection
+        azimuth, elevation = sp[:camera]  # PyPlot: azimuth = -60 & elevation = 30
+        projection = plot_3d ? get(sp_kw, :projection, :orthographic) : nothing
+
         kw = (
-            title = sp[:title],
-            xlim = xlim,
-            ylim = ylim,
-            border = isijulia() ? :ascii : :solid,
-            xlabel = xaxis[:guide],
-            ylabel = yaxis[:guide],
+            compact = true,
+            title = texmath2unicode(sp[:title]),
+            xlabel = texmath2unicode(xaxis[:guide]),
+            ylabel = texmath2unicode(yaxis[:guide]),
+            grid = grid,
+            blend = blend,
+            height = height,
+            width = width,
             xscale = xaxis[:scale],
             yscale = yaxis[:scale],
+            border = border,
+            xlim = xlim,
+            ylim = ylim,
+            # 3d
+            projection = projection,
+            elevation = elevation,
+            azimuth = azimuth,
+            zoom = get(sp_kw, :zoom, 1),
+            up = get(sp_kw, :up, :z),
         )
 
-        o = UnicodePlots.Plot(x, y, canvas_map[canvas_type]; kw...)
+        o = UnicodePlots.Plot(x, y, plot_3d ? z : nothing, _canvas_map[canvas]; kw...)
         for series in series_list(sp)
-            o = addUnicodeSeries!(sp, o, kw, series, sp[:legend] != :none)
+            o = addUnicodeSeries!(
+                sp,
+                o,
+                kw,
+                series,
+                sp[:legend_position] !== :none,
+                plot_3d,
+            )
         end
 
         for ann in sp[:annotations]
             x, y, val = locate_annotation(sp, ann...)
             o = UnicodePlots.annotate!(
-                o, x, y, val.str;
-                color = up_color(val.font.color), halign = val.font.halign, valign = val.font.valign
+                o,
+                x,
+                y,
+                texmath2unicode(val.str);
+                color = up_color(val.font.color),
+                halign = val.font.halign,
+                valign = val.font.valign,
             )
         end
 
@@ -66,59 +127,98 @@ function unicodeplots_rebuild(plt::Plot{UnicodePlotsBackend})
     end
 end
 
-function up_color(col)
-    if typeof(col) <: UnicodePlots.UserColorType
-        color = col
-    elseif typeof(col) <: RGBA
-        col = convert(ARGB32, col)
-        color = map(Int, (red(col).i, green(col).i, blue(col).i))
-    else
-        color = :auto
-    end
-    color
+up_color(col::UnicodePlots.UserColorType) = col
+up_color(col::RGBA) =
+    (c = convert(ARGB32, col); map(Int, (red(c).i, green(c).i, blue(c).i)))
+up_color(col) = :auto
+
+function up_cmap(series)
+    rng = range(0, 1, length = length(UnicodePlots.COLOR_MAP_DATA[:viridis]))
+    [(red(c), green(c), blue(c)) for c in get(get_colorgradient(series), rng)]
 end
 
 # add a single series
 function addUnicodeSeries!(
     sp::Subplot{UnicodePlotsBackend},
     up::UnicodePlots.Plot,
-    kw, series, addlegend::Bool,
+    kw,
+    series,
+    addlegend::Bool,
+    plot_3d::Bool,
 )
     st = series[:seriestype]
+    se_kw = series[:extra_kwargs]
 
     # get the series data and label
-    x, y = if st == :straightline
+    x, y = if st === :straightline
         straightline_data(series)
-    elseif st == :shape
+    elseif st === :shape
         shape_data(series)
     else
-        float(series[:x]), float(series[:y])
+        series[:x], series[:y]
+    end
+
+    if ispolar(sp) || ispolar(series)
+        return UnicodePlots.polarplot(x, y)
     end
 
     # special handling (src/interface)
-    if st == :histogram2d
-        kw[:xlim][:] .= kw[:ylim][:] .= 0
+    fix_ar = get(se_kw, :fix_ar, true)
+    if st === :histogram2d
         return UnicodePlots.densityplot(x, y; kw...)
-    elseif st == :heatmap
-        rng = range(0, 1, length = length(UnicodePlots.COLOR_MAP_DATA[:viridis]))
-        cmap = [(red(c), green(c), blue(c)) for c in get(get_colorgradient(series), rng)]
-        return UnicodePlots.heatmap(
-            series[:z].surf;
+    elseif st === :spy
+        return UnicodePlots.spy(Array(series[:z]); fix_ar = fix_ar, kw...)
+    elseif st in (:contour, :heatmap)  # 2D
+        colormap = get(se_kw, :colormap, :none)
+        kw = (
+            kw...,
             zlabel = sp[:colorbar_title],
-            colormap = cmap,
-            kw...
+            colormap = colormap === :none ? up_cmap(series) : colormap,
+            colorbar = hascolorbar(sp),
+        )
+        if st === :contour
+            isfilledcontour(series) &&
+                @warn "Plots(UnicodePlots): filled contour is not implemented"
+            return UnicodePlots.contourplot(
+                x,
+                y,
+                Array(series[:z]);
+                kw...,
+                levels = series[:levels],
+            )
+        elseif st === :heatmap
+            return UnicodePlots.heatmap(Array(series[:z]); fix_ar = fix_ar, kw...)
+        end
+    elseif st in (:surface, :wireframe)  # 3D
+        colormap = get(se_kw, :colormap, :none)
+        lines = get(se_kw, :lines, st === :wireframe)
+        zscale = get(se_kw, :zscale, :identity)
+        kw = (
+            kw...,
+            zlabel = sp[:colorbar_title],
+            colormap = colormap === :none ? up_cmap(series) : colormap,
+            colorbar = hascolorbar(sp),
+            color = st === :wireframe ? up_color(get_linecolor(series, 1)) : nothing,
+            zscale = zscale,
+            lines = lines,
+        )
+        return UnicodePlots.surfaceplot(x, y, Array(series[:z]); kw...)
+    elseif st === :mesh3d
+        return UnicodePlots.lineplot!(
+            up,
+            mesh3d_triangles(x, y, series[:z], series[:connections])...,
         )
-    elseif st == :spy
-        return UnicodePlots.spy(series[:z].surf; kw...)
     end
 
     # now use the ! functions to add to the plot
-    if st in (:path, :straightline, :shape)
+    if st in (:path, :path3d, :straightline, :shape, :mesh3d)
         func = UnicodePlots.lineplot!
-    elseif st == :scatter || series[:markershape] != :none
+        series_kw = (; head_tail = series[:arrow] isa Arrow ? series[:arrow].side : nothing)
+    elseif st in (:scatter, :scatter3d) || series[:markershape] !== :none
         func = UnicodePlots.scatterplot!
+        series_kw = (; marker = series[:markershape])
     else
-        error("Series type $st not supported by UnicodePlots")
+        error("Plots(UnicodePlots): series type $st not supported")
     end
 
     label = addlegend ? series[:label] : ""
@@ -126,110 +226,148 @@ function addUnicodeSeries!(
     for (n, segment) in enumerate(series_segments(series, st; check = true))
         i, rng = segment.attr_index, segment.range
         lc = get_linecolor(series, i)
-        up = func(up, x[rng], y[rng]; color = up_color(lc), name = n == 1 ? label : "")
+        up = func(
+            up,
+            x[rng],
+            y[rng],
+            plot_3d ? series[:z][rng] : nothing;
+            color = up_color(lc),
+            name = n == 1 ? label : "",
+            series_kw...,
+        )
     end
 
     for (xi, yi, str, fnt) in EachAnn(series[:series_annotations], x, y)
         up = UnicodePlots.annotate!(
-            up, xi, yi, str;
-            color = up_color(fnt.color), halign = fnt.halign, valign = fnt.valign
+            up,
+            xi,
+            yi,
+            str;
+            color = up_color(fnt.color),
+            halign = fnt.halign,
+            valign = fnt.valign,
         )
     end
 
-    return up
+    up
 end
 
-# -------------------------------
+# ------------------------------------------------------------------------------------------
 
-# since this is such a hack, it's only callable using `png`... should error during normal `show`
-function png(plt::Plot{UnicodePlotsBackend}, fn::AbstractString)
-    fn = addExtension(fn, "png")
-
-    @static if Sys.isapple()
-        # make some whitespace and show the plot
-        println("\n\n\n\n\n\n")
-        gui(plt)
-
-        # BEGIN HACK
-
-        # wait while the plot gets drawn
-        sleep(0.5)
-
-        # use osx screen capture when my terminal is maximized and cursor starts at the bottom (I know, right?)
-        # TODO: compute size of plot to adjust these numbers (or maybe implement something good??)
-        run(`screencapture -R50,600,700,420 $fn`)
-
-        # END HACK (phew)
-        return
-    elseif Sys.islinux()
-        run(`clear`)
-        gui(plt)
-        run(`import -window $(ENV["WINDOWID"]) $fn`)
-        return
-    end
-
-    error(
-        "Can only savepng on MacOS or Linux with UnicodePlots (though even then I wouldn't do it)",
-    )
-end
-
-# -------------------------------
-Base.show(plt::Plot{UnicodePlotsBackend}) = _show(stdout, MIME("text/plain"), plt)
-
-function _show(io::IO, ::MIME"text/plain", plt::Plot{UnicodePlotsBackend})
-    unicodeplots_rebuild(plt)
+function _show(io::IO, ::MIME"image/png", plt::Plot{UnicodePlotsBackend})
+    prepare_output(plt)
     nr, nc = size(plt.layout)
+    s1 = zeros(Int, nr, nc)
+    s2 = zeros(Int, nr, nc)
+    canvas_type = nothing
+    imgs = []
+    sps = 0
+    for r in 1:nr
+        for c in 1:nc
+            if (l = plt.layout[r, c]) isa GridLayout && size(l) != (1, 1)
+                error("Plots(UnicodePlots): complex nested layout is currently unsupported")
+            else
+                img = UnicodePlots.png_image(plt.o[sps += 1])
+                canvas_type = eltype(img)
+                h, w = size(img)
+                s1[r, c] = h
+                s2[r, c] = w
+                push!(imgs, img)
+            end
+        end
+    end
+    if canvas_type !== nothing
+        m1 = maximum(s1; dims = 2)
+        m2 = maximum(s2; dims = 1)
+        img = zeros(canvas_type, sum(m1), sum(m2))
+        sps = 0
+        n1 = 1
+        for r in 1:nr
+            n2 = 1
+            for c in 1:nc
+                sp = imgs[sps += 1]
+                h, w = size(sp)
+                img[n1:(n1 + (h - 1)), n2:(n2 + (w - 1))] = sp
+                n2 += m2[c]
+            end
+            n1 += m1[r]
+        end
+        stream = UnicodePlots.FileIO.Stream{UnicodePlots.FileIO.format"PNG"}(io)
+        UnicodePlots.FileIO.save(stream, img)
+    end
+    nothing
+end
+
+Base.show(plt::Plot{UnicodePlotsBackend}) = show(stdout, plt)
+Base.show(io::IO, plt::Plot{UnicodePlotsBackend}) = _show(io, MIME("text/plain"), plt)
+
+# NOTE: _show(...) must be kept for Base.showable (src/output.jl)
+function _show(io::IO, ::MIME"text/plain", plt::Plot{UnicodePlotsBackend})
+    prepare_output(plt)
+    nr, nc = size(plt.layout)
+    if nr == 1 && nc == 1  # fast path
+        n = length(plt.o)
+        for (i, p) in enumerate(plt.o)
+            show(io, p)
+            i < n && println(io)
+        end
+    else
+        have_color = Base.get_have_color()
+        buf = IOContext(PipeBuffer(), :color => have_color)
         lines_colored = Array{Union{Nothing,Vector{String}}}(undef, nr, nc)
-    lines_uncolored = copy(lines_colored)
+        lines_uncolored = have_color ? similar(lines_colored) : lines_colored
         l_max = zeros(Int, nr)
-    buf = IOBuffer()
-    cbuf = IOContext(buf, :color => true)
-    sps = wmax = 0
+        w_max = zeros(Int, nc)
+        sps = 0
         for r in 1:nr
             lmax = 0
             for c in 1:nc
-            l = plt.layout[r, c]
-            if l isa GridLayout && size(l) != (1, 1)
-                @error "UnicodePlots: complex nested layout is currently unsupported !"
+                if (l = plt.layout[r, c]) isa GridLayout && size(l) != (1, 1)
+                    error(
+                        "Plots(UnicodePlots): complex nested layout is currently unsupported",
+                    )
                 else
                     if get(l.attr, :blank, false)
                         lines_colored[r, c] = lines_uncolored[r, c] = nothing
                     else
                         sp = plt.o[sps += 1]
-                    show(cbuf, sp)
-                    colored = String(take!(buf))
-                    uncolored = replace(colored, r"\x1B\[[0-9;]*[a-zA-Z]" => "")
-                    lines_colored[r, c] = lc = split(colored, "\n")
-                    lines_uncolored[r, c] = lu = split(uncolored, "\n")
+                        show(buf, sp)
+                        colored = read(buf, String)
+                        lines_colored[r, c] = lu = lc = split(colored, '\n')
+                        if have_color
+                            uncolored = UnicodePlots.no_ansi_escape(colored)
+                            lines_uncolored[r, c] = lu = split(uncolored, '\n')
+                        end
                         lmax = max(length(lc), lmax)
-                    wmax = max(maximum(length.(lu)), wmax)
+                        w_max[c] = max(maximum(length.(lu)), w_max[c])
                     end
                 end
             end
             l_max[r] = lmax
         end
-    empty = ' '^wmax
+        empty = String[' '^w for w in w_max]
         for r in 1:nr
             for n in 1:l_max[r]
                 for c in 1:nc
                     pre = c == 1 ? '\0' : ' '
                     lc = lines_colored[r, c]
                     if lc === nothing || length(lc) < n
-                    print(io, pre, empty)
+                        print(io, pre, empty[c])
                     else
                         lu = lines_uncolored[r, c]
-                    print(io, pre, lc[n], ' '^(wmax - length(lu[n])))
+                        print(io, pre, lc[n], ' '^(w_max[c] - length(lu[n])))
                     end
                 end
-            println(io)
+                n < l_max[r] && println(io)
             end
             r < nr && println(io)
         end
+    end
     nothing
 end
 
+# we only support MIME"text/plain", hence display(...) falls back to plain-text on stdout
 function _display(plt::Plot{UnicodePlotsBackend})
-    unicodeplots_rebuild(plt)
-    map(display, plt.o)
-    nothing
+    show(stdout, plt)
+    println(stdout)
 end

src/colorbars.jl

@@ -5,49 +5,56 @@ process_clims(s::Union{Symbol,Nothing,Missing}) = ignorenan_extrema
 # don't specialize on ::Function otherwise python functions won't work
 process_clims(f) = f
 
-function get_clims(sp::Subplot, op = process_clims(sp[:clims]))
+get_clims(sp::Subplot)::Tuple{Float64,Float64} =
+    haskey(sp.attr, :clims_calculated) ? sp[:clims_calculated] : update_clims(sp)
+get_clims(series::Series)::Tuple{Float64,Float64} =
+    haskey(series.plotattributes, :clims_calculated) ?
+    series[:clims_calculated]::Tuple{Float64,Float64} : update_clims(series)
+get_clims(sp::Subplot, series::Series)::Tuple{Float64,Float64} =
+    series[:colorbar_entry] ? get_clims(sp) : get_clims(series)
+
+function update_clims(sp::Subplot, op = process_clims(sp[:clims]))::Tuple{Float64,Float64}
     zmin, zmax = Inf, -Inf
     for series in series_list(sp)
-        if series[:colorbar_entry]
-            zmin, zmax = _update_clims(zmin, zmax, get_clims(series, op)...)
-        end
-    end
-    return zmin <= zmax ? (zmin, zmax) : (NaN, NaN)
-end
-
-function get_clims(sp::Subplot, series::Series, op = process_clims(sp[:clims]))
-    zmin, zmax = if series[:colorbar_entry]
-        get_clims(sp, op)
+        if series[:colorbar_entry]::Bool
+            zmin, zmax = _update_clims(zmin, zmax, update_clims(series, op)...)
         else
-        get_clims(series, op)
+            update_clims(series, op)
         end
-    return zmin <= zmax ? (zmin, zmax) : (NaN, NaN)
+    end
+    return sp[:clims_calculated] = zmin <= zmax ? (zmin, zmax) : (NaN, NaN)
 end
 
 """
-    get_clims(::Series, op=Plots.ignorenan_extrema)
-
+    update_clims(::Series, op=Plots.ignorenan_extrema)
 Finds the limits for the colorbar by taking the "z-values" for the series and passing them into `op`,
 which must return the tuple `(zmin, zmax)`. The default op is the extrema of the finite
-values of the input.
+values of the input. The value is stored as a series property, which is retrieved by `get_clims`.
 """
-function get_clims(series::Series, op = ignorenan_extrema)
+function update_clims(series::Series, op = ignorenan_extrema)::Tuple{Float64,Float64}
     zmin, zmax = Inf, -Inf
-    z_colored_series = (:contour, :contour3d, :heatmap, :histogram2d, :surface, :hexbin)
-    for vals in (
-        series[:seriestype] in z_colored_series ? series[:z] : nothing,
-        series[:line_z],
-        series[:marker_z],
-        series[:fill_z],
-    )
-        if (typeof(vals) <: AbstractSurface) && (eltype(vals.surf) <: Union{Missing,Real})
-            zmin, zmax = _update_clims(zmin, zmax, op(vals.surf)...)
-        elseif (vals !== nothing) && (eltype(vals) <: Union{Missing,Real})
-            zmin, zmax = _update_clims(zmin, zmax, op(vals)...)
+
+    # keeping this unrolled has higher performance
+    if series[:seriestype] ∈ _z_colored_series && series[:z] !== nothing
+        zmin, zmax = update_clims(zmin, zmax, series[:z], op)
     end
+    if series[:line_z] !== nothing
+        zmin, zmax = update_clims(zmin, zmax, series[:line_z], op)
     end
-    return zmin <= zmax ? (zmin, zmax) : (NaN, NaN)
+    if series[:marker_z] !== nothing
+        zmin, zmax = update_clims(zmin, zmax, series[:marker_z], op)
     end
+    if series[:fill_z] !== nothing
+        zmin, zmax = update_clims(zmin, zmax, series[:fill_z], op)
+    end
+    return series[:clims_calculated] = zmin <= zmax ? (zmin, zmax) : (NaN, NaN)
+end
+
+update_clims(zmin, zmax, vals::AbstractSurface, op)::Tuple{Float64,Float64} =
+    update_clims(zmin, zmax, vals.surf, op)
+update_clims(zmin, zmax, vals::Any, op)::Tuple{Float64,Float64} =
+    _update_clims(zmin, zmax, op(vals)...)
+update_clims(zmin, zmax, ::Nothing, ::Any)::Tuple{Float64,Float64} = zmin, zmax
 
 _update_clims(zmin, zmax, emin, emax) = NaNMath.min(zmin, emin), NaNMath.max(zmax, emax)
 
@@ -94,4 +101,5 @@ end
 
 function _update_subplot_colorbars(sp::Subplot)
     # Dynamic callback from the pipeline if needed
+    update_clims(sp)
 end

src/components.jl

@@ -43,13 +43,7 @@ vertices(shape::Shape) = collect(zip(shape.x, shape.y))
 "return the vertex points from a Shape or Segments object"
 coords(shape::Shape) = shape.x, shape.y
 
-#coords(shapes::AVec{Shape}) = unzip(map(coords, shapes))
-function coords(shapes::AVec{<:Shape})
-    c = map(coords, shapes)
-    x = [q[1] for q in c]
-    y = [q[2] for q in c]
-    x, y
-end
+coords(shapes::AVec{<:Shape}) = unzip(map(coords, shapes))
 
 "get an array of tuples of points on a circle with radius `r`"
 partialcircle(start_θ, end_θ, n = 20, r = 1) =
@@ -165,10 +159,15 @@ function scale!(shape::Shape, x::Real, y::Real = x, c = center(shape))
     shape
 end
 
+"""
+    scale(shape, x, y = x, c = center(shape))
+    scale!(shape, x, y = x, c = center(shape))
+
+Scale shape by a factor.
+"""
 scale(shape::Shape, x::Real, y::Real = x, c = center(shape)) =
     scale!(deepcopy(shape), x, y, c)
 
-"translate a Shape in space"
 function translate!(shape::Shape, x::Real, y::Real = x)
     sx, sy = coords(shape)
     for i in eachindex(sx)
@@ -178,22 +177,27 @@ function translate!(shape::Shape, x::Real, y::Real = x)
     shape
 end
 
+"""
+    translate(shape, x, y = x)
+    translate!(shape, x, y = x)
+
+Translate a Shape in space.
+"""
 translate(shape::Shape, x::Real, y::Real = x) = translate!(deepcopy(shape), x, y)
 
-rotate_x(x::Real, y::Real, Θ::Real, centerx::Real, centery::Real) =
-    ((x - centerx) * cos(Θ) - (y - centery) * sin(Θ) + centerx)
+rotate_x(x::Real, y::Real, θ::Real, centerx::Real, centery::Real) =
+    ((x - centerx) * cos(θ) - (y - centery) * sin(θ) + centerx)
 
-rotate_y(x::Real, y::Real, Θ::Real, centerx::Real, centery::Real) =
-    ((y - centery) * cos(Θ) + (x - centerx) * sin(Θ) + centery)
+rotate_y(x::Real, y::Real, θ::Real, centerx::Real, centery::Real) =
+    ((y - centery) * cos(θ) + (x - centerx) * sin(θ) + centery)
 
-rotate(x::Real, y::Real, θ::Real, c = center(shape)) =
-    (rotate_x(x, y, Θ, c...), rotate_y(x, y, Θ, c...))
+rotate(x::Real, y::Real, θ::Real, c) = (rotate_x(x, y, θ, c...), rotate_y(x, y, θ, c...))
 
-function rotate!(shape::Shape, Θ::Real, c = center(shape))
+function rotate!(shape::Shape, θ::Real, c = center(shape))
     x, y = coords(shape)
     for i in eachindex(x)
-        xi = rotate_x(x[i], y[i], Θ, c...)
-        yi = rotate_y(x[i], y[i], Θ, c...)
+        xi = rotate_x(x[i], y[i], θ, c...)
+        yi = rotate_y(x[i], y[i], θ, c...)
         x[i], y[i] = xi, yi
     end
     shape
@@ -246,6 +250,7 @@ function font(args...; kw...)
 
     for arg in args
         T = typeof(arg)
+        @assert arg !== :match
 
         if T == Font
             family = arg.family
@@ -269,12 +274,12 @@ function font(args...; kw...)
             catch
                 family = string(arg)
             end
-        elseif typeof(arg) <: Integer
+        elseif T <: Integer
             pointsize = arg
-        elseif typeof(arg) <: Real
+        elseif T <: Real
             rotation = convert(Float64, arg)
         else
-            @warn "Unused font arg: $arg ($(typeof(arg)))"
+            @warn "Unused font arg: $arg ($T)"
         end
     end
 
@@ -772,3 +777,20 @@ function extrema_plus_buffer(v, buffmult = 0.2)
     buffer = vdiff * buffmult
     vmin - buffer, vmax + buffer
 end
+
+### Legend
+
+@add_attributes subplot struct Legend
+    background_color = :match
+    foreground_color = :match
+    position = :best
+    title = nothing
+    font::Font = font(8)
+    title_font::Font = font(11)
+    column = 1
+end :match = (
+    :legend_font_family,
+    :legend_font_color,
+    :legend_title_font_family,
+    :legend_title_font_color,
+)

src/consts.jl

@@ -0,0 +1,88 @@
+
+const _deprecated_attributes = Dict{Symbol,Symbol}(:orientation => :permute)
+const _all_defaults = KW[_series_defaults, _plot_defaults, _subplot_defaults]
+
+const _initial_defaults = deepcopy(_all_defaults)
+const _initial_axis_defaults = deepcopy(_axis_defaults)
+
+# add defaults for the letter versions
+const _axis_defaults_byletter = KW()
+
+function reset_axis_defaults_byletter!()
+    for letter in (:x, :y, :z)
+        _axis_defaults_byletter[letter] = KW()
+        for (k, v) in _axis_defaults
+            _axis_defaults_byletter[letter][k] = v
+        end
+    end
+end
+reset_axis_defaults_byletter!()
+
+# to be able to reset font sizes to initial values
+const _initial_plt_fontsizes =
+    Dict(:plot_titlefontsize => _plot_defaults[:plot_titlefontsize])
+
+const _initial_sp_fontsizes = Dict(
+    :titlefontsize => _subplot_defaults[:titlefontsize],
+    :legend_font_pointsize => _subplot_defaults[:legend_font_pointsize],
+    :legend_title_font_pointsize => _subplot_defaults[:legend_title_font_pointsize],
+    :annotationfontsize => _subplot_defaults[:annotationfontsize],
+    :colorbar_tickfontsize => _subplot_defaults[:colorbar_tickfontsize],
+    :colorbar_titlefontsize => _subplot_defaults[:colorbar_titlefontsize],
+)
+
+const _initial_ax_fontsizes = Dict(
+    :tickfontsize  => _axis_defaults[:tickfontsize],
+    :guidefontsize => _axis_defaults[:guidefontsize],
+)
+
+const _initial_fontsizes =
+    merge(_initial_plt_fontsizes, _initial_sp_fontsizes, _initial_ax_fontsizes)
+
+const _internal_args =
+    [:plot_object, :series_plotindex, :markershape_to_add, :letter, :idxfilter]
+
+const _axis_args = Set(keys(_axis_defaults))
+const _series_args = Set(keys(_series_defaults))
+const _subplot_args = Set(keys(_subplot_defaults))
+const _plot_args = Set(keys(_plot_defaults))
+
+const _magic_axis_args = [:axis, :tickfont, :guidefont, :grid, :minorgrid]
+const _magic_subplot_args =
+    [:title_font, :legend_font, :legend_title_font, :plot_title_font, :colorbar_titlefont]
+const _magic_series_args = [:line, :marker, :fill]
+const _all_magic_args =
+    Set(union(_magic_axis_args, _magic_series_args, _magic_subplot_args))
+
+const _all_axis_args = union(_axis_args, _magic_axis_args)
+const _lettered_all_axis_args =
+    Set([Symbol(letter, kw) for letter in (:x, :y, :z) for kw in _all_axis_args])
+const _all_subplot_args = union(_subplot_args, _magic_subplot_args)
+const _all_series_args = union(_series_args, _magic_series_args)
+const _all_plot_args = _plot_args
+
+const _all_args =
+    union(_lettered_all_axis_args, _all_subplot_args, _all_series_args, _all_plot_args)
+
+# add all pluralized forms to the _keyAliases dict
+for arg in _all_args
+    add_aliases(arg, makeplural(arg))
+end
+
+# fill symbol cache
+for letter in (:x, :y, :z)
+    _attrsymbolcache[letter] = Dict{Symbol,Symbol}()
+    for k in _axis_args
+        # populate attribute cache
+        lk = Symbol(letter, k)
+        _attrsymbolcache[letter][k] = lk
+        # allow the underscore version too: xguide or x_guide
+        add_aliases(lk, Symbol(letter, "_", k))
+    end
+    for k in (_magic_axis_args..., :(_discrete_indices))
+        _attrsymbolcache[letter][k] = Symbol(letter, k)
+    end
+end
+
+# add all non_underscored forms to the _keyAliases
+add_non_underscore_aliases!(_keyAliases)

src/examples.jl

@@ -849,7 +849,6 @@ const _examples = PlotExample[
         [
             quote
                 begin
-                    using Plots
                     default(
                         titlefont = (20, "times"),
                         legendfontsize = 18,
@@ -962,8 +961,10 @@ const _examples = PlotExample[
         """
         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.
+        The connections can be specified in two ways: Either as a tuple of vectors where 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. Or as a vector of NTuple{3,Ints} where each element
+        contains the 1-based indices of the three points of a triangle.
         """,
         [
             :(
@@ -979,13 +980,14 @@ const _examples = PlotExample[
                     i = [0, 0, 0, 1]
                     j = [1, 2, 3, 2]
                     k = [2, 3, 1, 3]
+                    # Or: cns = [(1, 2, 3), (1, 3, 4), (1, 4, 2), (2, 3, 4)] (1-based indexing)
 
                     # the four triangles gives above give a tetrahedron
                     mesh3d(
                         x,
                         y,
                         z;
-                        connections = (i, j, k),
+                        connections = (i, j, k), # connections = cns
                         title = "triangles",
                         xlabel = "x",
                         ylabel = "y",
@@ -1068,7 +1070,6 @@ const _examples = PlotExample[
         "",
         [
             quote
-                using Plots
                 using TestImages
                 img = testimage("lighthouse")
 
@@ -1089,8 +1090,6 @@ const _examples = 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)
@@ -1229,15 +1228,77 @@ const _examples = PlotExample[
             ),
         ],
     ),
+    PlotExample( # 56
+        "Bar plot customizations",
+        """
+        Width of bars may be specified as `bar_width`.
+        The bars' baseline may be specified as `fillto`.
+        Each may be scalar, or a vector spcifying one value per bar.
+        """,
+        [
+            :(
+                begin
+                    plot(
+                        bar(
+                            [-1, 0, 2, 3],
+                            [1, 3, 6, 2],
+                            fill_z = 4:-1:1,
+                            alpha = [1, 0.2, 0.8, 0.5],
+                            label = "",
+                            bar_width = 1:4,
+                        ),
+                        bar(
+                            rand(5),
+                            bar_width = 1.2,
+                            alpha = 0.8,
+                            color = [:lightsalmon, :tomato, :crimson, :firebrick, :darkred],
+                            fillto = 0:-0.1:-0.4,
+                            label = "reds",
+                        ),
+                    )
+                end
+            ),
+        ],
+    ),
+    PlotExample( # 57
+        "Vertical and horizonal spans",
+        """
+        `vspan` and `hspan` can be used to shade horizontal and vertical ranges.
+        """,
+        [:(
+            begin
+                hspan([1, 2, 3, 4]; label = "hspan", legend = :topleft)
+                vspan!([2, 3]; alpha = 0.5, label = "vspan")
+                plot!([0, 2, 3, 5], [-1, 3, 2, 6]; c = :black, lw = 2, label = "line")
+            end
+        )],
+    ),
+    PlotExample( # 58
+        "Stacked area chart",
+        """
+        `areaplot` draws stacked area plots.
+        """,
+        [
+            :(
+                begin
+                    areaplot(
+                        1:3,
+                        [1 2 3; 7 8 9; 4 5 6],
+                        seriescolor = [:red :green :blue],
+                        fillalpha = [0.2 0.3 0.4],
+                    )
+                end
+            ),
+        ],
+    ),
 ]
 
 # Some constants for PlotDocs and PlotReferenceImages
 _animation_examples = [2, 31]
 _backend_skips = Dict(
-    :gr => [25, 30],
-    :pyplot => [2, 25, 30, 31, 47, 49, 55],
-    :plotlyjs => [2, 21, 24, 25, 30, 31, 49, 51, 55],
-    :plotly => [2, 21, 24, 25, 30, 31, 49, 50, 51, 55],
+    :gr => [30],
+    :pyplot => [2, 25, 30, 31, 49, 55, 56],
+    :plotlyjs => [2, 21, 24, 25, 30, 31, 49, 50, 51, 55, 56],
     :pgfplotsx => [
         2,  # animation
         6,  # images
@@ -1247,31 +1308,26 @@ _backend_skips = Dict(
         32,  # spy
         49,  # polar heatmap
         51,  # image with custom axes
+        56,  # custom bar plot
     ],
-    :inspectdr => [4, 6, 10, 22, 24, 28, 30, 38, 43, 45, 47, 48, 49, 50, 51, 55],
+    :inspectdr => [4, 6, 10, 22, 24, 28, 30, 38, 43, 45, 47, 48, 49, 50, 51, 55, 56],
     :unicodeplots => [
         5,  # limits issue
         6,  # embedded images unsupported
-        13,  # markers unsupported
         16,  # nested layout unsupported
         21,  # custom markers unsupported
-        22,  # contours unsupported
-        24,  # 3D unsupported
         26,  # nested layout unsupported
-        27,  # polar plots unsupported
         29,  # nested layout unsupported
+        31,  # nested layout unsupported
         33,  # grid lines unsupported
         34,  # framestyle unsupported
         37,  # ribbons / filled unsupported
         43,  # heatmap with DateTime
         45,  # error bars
-        47,  # mesh3D unsupported
-        48,  # markershapes unsupported
         49,  # polar heatmap
-        50,  # 3D surface unsupported
         51,  # embedded images unsupported
-        52,  # 3D quiver unsupported
-        55,  # 3D unsupported
+        55,  # mirror unsupported, resolution too low
+        56,  # barplots
     ],
     :gaston => [
         2,  # animations
@@ -1280,6 +1336,7 @@ _backend_skips = Dict(
         50,  # TODO: 1D data not supported for pm3d
     ],
 )
+_backend_skips[:plotly] = _backend_skips[:plotlyjs]
 
 # ---------------------------------------------------------------------------------
 
@@ -1295,11 +1352,8 @@ function test_examples(pkgname::Symbol, idx::Int; debug = false, disp = true)
     Base.eval(m, :(using Plots))
     map(exprs -> Base.eval(m, exprs), _examples[idx].exprs)
 
-    plt = current()
-    if disp
-        gui(plt)
-    end
-    plt
+    disp && Base.eval(m, :(gui(current())))
+    current()
 end
 
 # generate all plots and create a dict mapping idx --> plt

src/ijulia.jl

@@ -49,6 +49,9 @@ function _ijulia_display_dict(plt::Plot)
         mime = "text/html"
         out[mime] = sprint(show, MIME(mime), plt)
         _ijulia__extra_mime_info!(plt, out)
+    elseif output_type == :pdf
+        mime = "application/pdf"
+        out[mime] = base64encode(show, MIME(mime), plt)
     else
         error("Unsupported output type $output_type")
     end

src/init.jl

@@ -89,7 +89,6 @@ function __init__()
     @require IJulia = "7073ff75-c697-5162-941a-fcdaad2a7d2a" begin
         if IJulia.inited
             _init_ijulia_plotting()
-
             IJulia.display_dict(plt::Plot) = _ijulia_display_dict(plt)
         end
     end

src/layouts.jl

@@ -269,6 +269,9 @@ Base.getindex(layout::GridLayout, r::Int, c::Int) = layout.grid[r, c]
 function Base.setindex!(layout::GridLayout, v, r::Int, c::Int)
     layout.grid[r, c] = v
 end
+function Base.setindex!(layout::GridLayout, v, ci::CartesianIndex)
+    layout.grid[ci] = v
+end
 
 leftpad(layout::GridLayout)   = layout.minpad[1]
 toppad(layout::GridLayout)    = layout.minpad[2]
@@ -491,6 +494,19 @@ function layout_args(sztup::NTuple{3,Integer})
     GridLayout(nr, nc), n
 end
 
+layout_args(nt::NamedTuple) = EmptyLayout(; nt...), 1
+
+function layout_args(m::AbstractVecOrMat)
+    sz = size(m)
+    nr = sz[1]
+    nc = get(sz, 2, 1)
+    gl = GridLayout(nr, nc)
+    for ci in CartesianIndices(m)
+        gl[ci] = layout_args(m[ci])[1]
+    end
+    layout_args(gl)
+end
+
 # compute number of subplots
 function layout_args(layout::GridLayout)
     # recursively get the size of the grid
@@ -498,7 +514,8 @@ function layout_args(layout::GridLayout)
     layout, n
 end
 
-layout_args(n_override::Integer, layout::GridLayout) = layout_args(layout)
+layout_args(n_override::Integer, layout::Union{AbstractVecOrMat,GridLayout}) =
+    layout_args(layout)
 
 layout_args(huh) = error("unhandled layout type $(typeof(huh)): $huh")
 
@@ -562,138 +579,6 @@ function build_layout(layout::GridLayout, n::Integer, plts::AVec{Plot})
     layout, subplots, spmap
 end
 
-# ----------------------------------------------------------------------
-# @layout macro
-
-function add_layout_pct!(kw::AKW, v::Expr, idx::Integer, nidx::Integer)
-    # dump(v)
-    # something like {0.2w}?
-    if v.head == :call && v.args[1] == :*
-        num = v.args[2]
-        if length(v.args) == 3 && isa(num, Number)
-            units = v.args[3]
-            if units == :h
-                return kw[:h] = num * pct
-            elseif units == :w
-                return kw[:w] = num * pct
-            elseif units in (:pct, :px, :mm, :cm, :inch)
-                idx == 1 && (kw[:w] = v)
-                (idx == 2 || nidx == 1) && (kw[:h] = v)
-                # return kw[idx == 1 ? :w : :h] = v
-            end
-        end
-    end
-    error("Couldn't match layout curly (idx=$idx): $v")
-end
-
-function add_layout_pct!(kw::AKW, v::Number, idx::Integer)
-    # kw[idx == 1 ? :w : :h] = v*pct
-    idx == 1 && (kw[:w] = v * pct)
-    (idx == 2 || nidx == 1) && (kw[:h] = v * pct)
-end
-
-isrow(v) = isa(v, Expr) && v.head in (:hcat, :row)
-iscol(v) = isa(v, Expr) && v.head == :vcat
-rowsize(v) = isrow(v) ? length(v.args) : 1
-
-function create_grid(expr::Expr)
-    if iscol(expr)
-        create_grid_vcat(expr)
-    elseif isrow(expr)
-        :(
-            let cell = GridLayout(1, $(length(expr.args)))
-                $(
-                    [
-                        :(cell[1, $i] = $(create_grid(v))) for
-                        (i, v) in enumerate(expr.args)
-                    ]...
-                )
-                cell
-            end
-        )
-
-    elseif expr.head == :curly
-        create_grid_curly(expr)
-    else
-        # if it's something else, just return that (might be an existing layout?)
-        esc(expr)
-    end
-end
-
-function create_grid_vcat(expr::Expr)
-    rowsizes = map(rowsize, expr.args)
-    rmin, rmax = extrema(rowsizes)
-    if rmin > 0 && rmin == rmax
-        # we have a grid... build the whole thing
-        # note: rmin is the number of columns
-        nr = length(expr.args)
-        nc = rmin
-        body = Expr(:block)
-        for r in 1:nr
-            arg = expr.args[r]
-            if isrow(arg)
-                for (c, item) in enumerate(arg.args)
-                    push!(body.args, :(cell[$r, $c] = $(create_grid(item))))
-                end
-            else
-                push!(body.args, :(cell[$r, 1] = $(create_grid(arg))))
-            end
-        end
-        :(
-            let cell = GridLayout($nr, $nc)
-                $body
-                cell
-            end
-        )
-    else
-        # otherwise just build one row at a time
-        :(
-            let cell = GridLayout($(length(expr.args)), 1)
-                $(
-                    [
-                        :(cell[$i, 1] = $(create_grid(v))) for
-                        (i, v) in enumerate(expr.args)
-                    ]...
-                )
-                cell
-            end
-        )
-    end
-end
-
-function create_grid_curly(expr::Expr)
-    kw = KW()
-    for (i, arg) in enumerate(expr.args[2:end])
-        add_layout_pct!(kw, arg, i, length(expr.args) - 1)
-    end
-    s = expr.args[1]
-    if isa(s, Expr) && s.head == :call && s.args[1] == :grid
-        create_grid(
-            :(grid(
-                $(s.args[2:end]...),
-                width = $(get(kw, :w, QuoteNode(:auto))),
-                height = $(get(kw, :h, QuoteNode(:auto))),
-            )),
-        )
-    elseif isa(s, Symbol)
-        :(EmptyLayout(
-            label = $(QuoteNode(s)),
-            width = $(get(kw, :w, QuoteNode(:auto))),
-            height = $(get(kw, :h, QuoteNode(:auto))),
-        ))
-    else
-        error("Unknown use of curly brackets: $expr")
-    end
-end
-
-function create_grid(s::Symbol)
-    :(EmptyLayout(label = $(QuoteNode(s)), blank = $(s == :_)))
-end
-
-macro layout(mat::Expr)
-    create_grid(mat)
-end
-
 # -------------------------------------------------------------------------
 
 # make all reference the same axis extrema/values.

src/legend.jl

@@ -4,8 +4,7 @@ legend_pos_from_angle(theta, xmin, xcenter, xmax, ymin, ycenter, ymax, inout)
 ```
 
 Return `(x,y)` at an angle `theta` degrees from
-`(xcenter,ycenter)` on a rectangle defined by (`xmin`,
-`xmax`, `ymin`, `ymax`).
+`(xcenter,ycenter)` on a rectangle defined by (`xmin`, `xmax`, `ymin`, `ymax`).
 """
 function legend_pos_from_angle(theta, xmin, xcenter, xmax, ymin, ycenter, ymax)
     (s, c) = sincosd(theta)

src/output.jl

@@ -2,74 +2,65 @@
 defaultOutputFormat(plt::Plot) = "png"
 
 function png(plt::Plot, fn::AbstractString)
-    fn = addExtension(fn, "png")
-    io = open(fn, "w")
+    open(addExtension(fn, "png"), "w") do io
         show(io, MIME("image/png"), plt)
-    close(io)
+    end
 end
 png(fn::AbstractString) = png(current(), fn)
 
 function svg(plt::Plot, fn::AbstractString)
-    fn = addExtension(fn, "svg")
-    io = open(fn, "w")
+    open(addExtension(fn, "svg"), "w") do io
         show(io, MIME("image/svg+xml"), plt)
-    close(io)
+    end
 end
 svg(fn::AbstractString) = svg(current(), fn)
 
 function pdf(plt::Plot, fn::AbstractString)
-    fn = addExtension(fn, "pdf")
-    io = open(fn, "w")
+    open(addExtension(fn, "pdf"), "w") do io
         show(io, MIME("application/pdf"), plt)
-    close(io)
+    end
 end
 pdf(fn::AbstractString) = pdf(current(), fn)
 
 function ps(plt::Plot, fn::AbstractString)
-    fn = addExtension(fn, "ps")
-    io = open(fn, "w")
+    open(addExtension(fn, "ps"), "w") do io
         show(io, MIME("application/postscript"), plt)
-    close(io)
+    end
 end
 ps(fn::AbstractString) = ps(current(), fn)
 
 function eps(plt::Plot, fn::AbstractString)
-    fn = addExtension(fn, "eps")
-    io = open(fn, "w")
+    open(addExtension(fn, "eps"), "w") do io
         show(io, MIME("image/eps"), plt)
-    close(io)
+    end
 end
 eps(fn::AbstractString) = eps(current(), fn)
 
 function tex(plt::Plot, fn::AbstractString)
-    fn = addExtension(fn, "tex")
-    io = open(fn, "w")
+    open(addExtension(fn, "tex"), "w") do io
         show(io, MIME("application/x-tex"), plt)
-    close(io)
+    end
 end
 tex(fn::AbstractString) = tex(current(), fn)
 
 function json(plt::Plot, fn::AbstractString)
-    fn = addExtension(fn, "json")
-    io = open(fn, "w")
+    open(addExtension(fn, "json"), "w") do io
         show(io, MIME("application/vnd.plotly.v1+json"), plt)
-    close(io)
+    end
 end
 json(fn::AbstractString) = json(current(), fn)
 
 function html(plt::Plot, fn::AbstractString)
-    fn = addExtension(fn, "html")
-    io = open(fn, "w")
+    open(addExtension(fn, "html"), "w") do io
         show(io, MIME("text/html"), plt)
-    close(io)
+    end
 end
 html(fn::AbstractString) = html(current(), fn)
 
-function txt(plt::Plot, fn::AbstractString)
-    fn = addExtension(fn, "txt")
-    io = open(fn, "w")
-    show(io, MIME("text/plain"), plt)
-    close(io)
+function txt(plt::Plot, fn::AbstractString; color::Bool = true)
+    open(addExtension(fn, "txt"), "w") do io
+        show(IOContext(io, :color => color), MIME("text/plain"), plt)
+    end
 end
 txt(fn::AbstractString) = txt(current(), fn)
 
@@ -88,6 +79,13 @@ const _savemap = Dict(
     "txt" => txt,
 )
 
+for out in Symbol.(unique(values(_savemap)))
+    @eval @doc """
+        $($out)([plot,], filename)
+    Save plot as $($out)-file.
+    """ $out
+end
+
 const _extension_map = Dict("tikz" => "tex")
 
 function addExtension(fn::AbstractString, ext::AbstractString)
@@ -196,6 +194,7 @@ 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/html",
+    "text/latex",
     "image/png",
     "image/eps",
     "image/svg+xml",
@@ -216,6 +215,8 @@ for mime in (
     end
 end
 
+Base.showable(::MIME"text/html", plt::Plot{UnicodePlotsBackend}) = false  # Pluto
+
 Base.show(io::IO, m::MIME"application/prs.juno.plotpane+html", plt::Plot) =
     showjuno(io, MIME("text/html"), plt)
 

src/pipeline.jl

@@ -8,24 +8,14 @@ function RecipesPipeline.warn_on_recipe_aliases!(
     recipe_type::Symbol,
     @nospecialize(args)
 )
-    for k in keys(plotattributes)
-        if !is_default_attribute(k)
-            dk = get(_keyAliases, k, k)
-            if k !== 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 `$recipe_type`"))
+    pkeys = keys(plotattributes)
+    for k in pkeys
+        dk = get(_keyAliases, k, nothing)
+        if dk !== nothing
+            kv = RecipesPipeline.pop_kw!(plotattributes, k)
+            if dk ∉ pkeys
+                plotattributes[dk] = kv
             end
-                @warn "Attribute alias `$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
@@ -78,8 +68,19 @@ end
 function _preprocess_userrecipe(kw::AKW)
     _add_markershape(kw)
 
+    if get(kw, :permute, default(:permute)) != :none
+        l1, l2 = kw[:permute]
+        for k in _axis_args
+            k1 = _attrsymbolcache[l1][k]
+            k2 = _attrsymbolcache[l2][k]
+            kwk = keys(kw)
+            if k1 in kwk || k2 in kwk
+                kw[k1], kw[k2] = get(kw, k2, default(k2)), get(kw, k1, default(k1))
+            end
+        end
+    end
     # map marker_z if it's a Function
-    if isa(get(kw, :marker_z, nothing), Function)
+    if isa(get(kw, :marker_z, default(:marker_z)), Function)
         # TODO: should this take y and/or z as arguments?
         kw[:marker_z] =
             isa(kw[:z], Nothing) ? map(kw[:marker_z], kw[:x], kw[:y]) :
@@ -87,16 +88,12 @@ function _preprocess_userrecipe(kw::AKW)
     end
 
     # map line_z if it's a Function
-    if isa(get(kw, :line_z, nothing), Function)
+    if isa(get(kw, :line_z, default(:line_z)), Function)
         kw[:line_z] =
             isa(kw[:z], Nothing) ? map(kw[:line_z], kw[:x], kw[:y]) :
             map(kw[:line_z], kw[:x], kw[:y], kw[:z])
     end
 
-    # convert a ribbon into a fillrange
-    if get(kw, :ribbon, nothing) !== nothing
-        make_fillrange_from_ribbon(kw)
-    end
     return
 end
 
@@ -164,6 +161,22 @@ function RecipesPipeline.process_sliced_series_attributes!(plt::Plots.Plot, kw_l
             kw_list[ind - 1] = tmp
         end
     end
+
+    for kw in kw_list
+        rib = get(kw, :ribbon, default(:ribbon))
+        fr = get(kw, :fillrange, default(:fillrange))
+        # map ribbon if it's a Function
+        if rib isa Function
+            kw[:ribbon] = map(rib, kw[:x])
+        end
+        # convert a ribbon into a fillrange
+        if rib !== nothing
+            make_fillrange_from_ribbon(kw)
+            # map fillrange if it's a Function
+        elseif fr !== nothing && fr isa Function
+            kw[:fillrange] = map(fr, kw[:x])
+        end
+    end
     return nothing
 end
 
@@ -253,6 +266,7 @@ function _subplot_setup(plt::Plot, plotattributes::AKW, kw_list::Vector{KW})
                     attr[get_attr_symbol(letter, k)] = v
                 end
             end
+        end
         for k in (:scale,), letter in (:x, :y, :z)
             # Series recipes may need access to this information
             lk = get_attr_symbol(letter, k)
@@ -260,7 +274,6 @@ function _subplot_setup(plt::Plot, plotattributes::AKW, kw_list::Vector{KW})
                 kw[lk] = attr[lk]
             end
         end
-        end
         sp_attrs[sp] = attr
     end
 
@@ -286,17 +299,19 @@ end
 
 function _add_plot_title!(plt)
     plot_title = plt[:plot_title]
+    plot_titleindex = nothing
+
     if plot_title != ""
+        # make new subplot for plot title
+        if plt[:plot_titleindex] == 0
             the_layout = plt.layout
             vspan = plt[:plot_titlevspan]
             plt.layout = grid(2, 1, heights = (vspan, 1 - vspan))
-        plt.layout.grid[1, 1] = subplot = Subplot(plt.backend, parent = plt.layout[1, 1])
+            plt.layout.grid[1, 1] =
+                subplot = Subplot(plt.backend, parent = plt.layout[1, 1])
             plt.layout.grid[2, 1] = the_layout
             subplot.plt = plt
-        # propagate arguments plt[:plot_titleXXX] --> subplot[:titleXXX]
-        for sym in filter(x -> startswith(string(x), "plot_title"), keys(_plot_defaults))
-            subplot[Symbol(string(sym)[(length("plot_") + 1):end])] = plt[sym]
-        end
+
             top = plt.backend isa PyPlotBackend ? nothing : 0mm
             bot = 0mm
             plt[:force_minpad] = nothing, top, nothing, bot
@@ -306,7 +321,16 @@ function _add_plot_title!(plt)
             subplot[:margin] = 0px
             push!(plt.subplots, subplot)
         end
-    return nothing
+
+        # propagate arguments plt[:plot_titleXXX] --> subplot[:titleXXX]
+        plot_titleindex = plt[:plot_titleindex]
+        subplot = plt.subplots[plot_titleindex]
+        for sym in filter(x -> startswith(string(x), "plot_title"), keys(_plot_defaults))
+            subplot[Symbol(string(sym)[(length("plot_") + 1):end])] = plt[sym]
+        end
+    end
+
+    return plot_titleindex
 end
 
 ## Series recipes
@@ -325,6 +349,19 @@ RecipesPipeline.is_seriestype_supported(plt::Plot, st) = is_seriestype_supported
 
 function RecipesPipeline.add_series!(plt::Plot, plotattributes)
     sp = _prepare_subplot(plt, plotattributes)
+    if plotattributes[:permute] != :none
+        letter1, letter2 = plotattributes[:permute]
+        if plotattributes[:markershape] == :hline &&
+           (plotattributes[:permute] == (:x, :y) || plotattributes[:permute] == (:y, :x))
+            plotattributes[:markershape] = :vline
+        elseif plotattributes[:markershape] == :vline && (
+            plotattributes[:permute] == (:x, :y) || plotattributes[:permute] == (:y, :x)
+        )
+            plotattributes[:markershape] = :hline
+        end
+        plotattributes[letter1], plotattributes[letter2] =
+            plotattributes[letter2], plotattributes[letter1]
+    end
     _expand_subplot_extrema(sp, plotattributes, plotattributes[:seriestype])
     _update_series_attributes!(plotattributes, plt, sp)
     _add_the_series(plt, sp, plotattributes)
@@ -414,6 +451,16 @@ function _add_the_series(plt, sp, plotattributes)
     warn_on_unsupported(plt.backend, plotattributes)
     series = Series(plotattributes)
     push!(plt.series_list, series)
+    z_order = plotattributes[:z_order]
+    if z_order == :front
         push!(sp.series_list, series)
-    _series_added(plt, series)
+    elseif z_order == :back
+        pushfirst!(sp.series_list, series)
+    elseif z_order isa Integer
+        insert!(sp.series_list, z_order, series)
+    else
+        @error "Wrong type $(typeof(z_order)) for attribute z_order"
+    end
+    _series_added(plt, series)
+    _update_subplot_colorbars(sp)
 end

src/plot.jl

@@ -163,11 +163,11 @@ function plot!(plt1::Plot, plt2::Plot, plts_tail::Plot...; kw...)
             cmdidx += 1
         end
     end
-    _add_plot_title!(plt)
+    ttl_idx = _add_plot_title!(plt)
 
     # first apply any args for the subplots
     for (idx, sp) in enumerate(plt.subplots)
-        _update_subplot_args(plt, sp, plotattributes, idx, false)
+        _update_subplot_args(plt, sp, idx == ttl_idx ? KW() : plotattributes, idx, false)
     end
 
     # finish up
@@ -247,6 +247,12 @@ function prepare_output(plt::Plot)
     _update_plot_object(plt)
 end
 
+"""
+    backend_object(plot)
+
+Returns the backend representation of a Plot object.
+Returns `nothing` if the backend does not support this.
+"""
 function backend_object(plt::Plot)
     prepare_output(plt)
     plt.o

src/precompile_includer.jl

@@ -1,18 +1,40 @@
+#! format: off
 should_precompile =     true
 
+
 # Don't edit the following! Instead change the script for `snoop_bot`.
 ismultios = false
-ismultiversion = false
+ismultiversion = true
 # precompile_enclosure
 @static if !should_precompile
     # nothing
 elseif !ismultios && !ismultiversion
-    @static if isfile(joinpath(
-        @__DIR__,
-        "../deps/SnoopCompile/precompile/precompile_Plots.jl",
-    ))
+    @static if isfile(joinpath(@__DIR__, "../deps/SnoopCompile/precompile/precompile_Plots.jl"))
         include("../deps/SnoopCompile/precompile/precompile_Plots.jl")
         _precompile_()
     end
 else
+    @static if v"1.6.0-DEV" <= VERSION <= v"1.6.9" 
+    @static if isfile(joinpath(@__DIR__, "../deps/SnoopCompile/precompile//1.6/precompile_Plots.jl"))
+        include("../deps/SnoopCompile/precompile//1.6/precompile_Plots.jl")
+        _precompile_()
+    end
+elseif v"1.7.0-DEV" <= VERSION <= v"1.7.9" 
+    @static if isfile(joinpath(@__DIR__, "../deps/SnoopCompile/precompile//1.7/precompile_Plots.jl"))
+        include("../deps/SnoopCompile/precompile//1.7/precompile_Plots.jl")
+        _precompile_()
+    end
+elseif v"1.8.0-DEV" <= VERSION <= v"1.8.9" 
+    @static if isfile(joinpath(@__DIR__, "../deps/SnoopCompile/precompile//1.8/precompile_Plots.jl"))
+        include("../deps/SnoopCompile/precompile//1.8/precompile_Plots.jl")
+        _precompile_()
+    end
+elseif v"1.9.0-DEV" <= VERSION <= v"1.9.9" 
+    @static if isfile(joinpath(@__DIR__, "../deps/SnoopCompile/precompile//1.9/precompile_Plots.jl"))
+        include("../deps/SnoopCompile/precompile//1.9/precompile_Plots.jl")
+        _precompile_()
+    end
+else 
+    end
+
 end # precompile_enclosure

src/recipes.jl

@@ -438,7 +438,7 @@ end
     procx, procy, xscale, yscale, baseline = _preprocess_barlike(plotattributes, x, y)
     nx, ny = length(procx), length(procy)
     axis = plotattributes[:subplot][isvertical(plotattributes) ? :xaxis : :yaxis]
-    cv = [discrete_value!(axis, xi)[1] for xi in procx]
+    cv = [discrete_value!(plotattributes, :x, xi)[1] for xi in procx]
     procx = if nx == ny
         cv
     elseif nx == ny + 1
@@ -508,6 +508,18 @@ end
         primary := true
         x := xseg.pts
         y := yseg.pts
+        # expand attributes to match indices in new series data
+        for k in _segmenting_vector_attributes ∪ _segmenting_array_attributes
+            v = get(plotattributes, k, nothing)
+            if v isa AVec
+                if eachindex(v) != eachindex(y)
+                    @warn "Indices $(eachindex(v)) of attribute `$k` do not match data indices $(eachindex(y))."
+                end
+                # Each segment is 6 elements long, including the NaN separator.
+                # There is no trailing NaN, so the last repetition is dropped.
+                plotattributes[k] = @view repeat(v; inner = 6)[1:(end - 1)]
+            end
+        end
         ()
     end
 
@@ -783,7 +795,7 @@ function _auto_binning_nbins(
     elseif mode == :fd  # Freedman–Diaconis rule
         _cl(_span(v) / (2 * _iqr(v) / nd))
     elseif mode == :wand
-        _cl(wand_edges(v))  # this makes this function not type stable, but the type instability does not propagate
+        wand_edges(v)  # this makes this function not type stable, but the type instability does not propagate
     else
         error("Unknown auto-binning mode $mode")
     end
@@ -1025,24 +1037,32 @@ export lens!
         throw(ArgumentError("Inset bounding box needs to in relative coordinates."))
     end
     sp = plt.subplots[sp_index]
-    xl1, xl2 = xlims(plt.subplots[sp_index])
+    xscale = sp[:xaxis][:scale]
+    yscale = sp[:yaxis][:scale]
+    xl1, xl2 = xlims(sp)
     bbx1 = xl1 + left(inset_bbox).value * (xl2 - xl1)
     bbx2 = bbx1 + width(inset_bbox).value * (xl2 - xl1)
-    yl1, yl2 = ylims(plt.subplots[sp_index])
+    yl1, yl2 = ylims(sp)
     bby1 = yl1 + (1 - bottom(inset_bbox).value) * (yl2 - yl1)
     bby2 = bby1 + height(inset_bbox).value * (yl2 - yl1)
-    bbx = bbx1 + width(inset_bbox).value * (xl2 - xl1) / 2
-    bby = bby1 + height(inset_bbox).value * (yl2 - yl1) / 2
+    bbx = bbx1 + width(inset_bbox).value * (xl2 - xl1) / 2 * (sp[:xaxis][:flip] ? -1 : 1)
+    bby = bby1 + height(inset_bbox).value * (yl2 - yl1) / 2 * (sp[:yaxis][:flip] ? -1 : 1)
     lens_index = last(plt.subplots)[:subplot_index] + 1
-    x1, x2 = plotattributes[:x]
-    y1, y2 = plotattributes[:y]
+    x1, x2 = RecipesPipeline.inverse_scale_func(xscale).(plotattributes[:x])
+    y1, y2 = RecipesPipeline.inverse_scale_func(yscale).(plotattributes[:y])
     backup = copy(plotattributes)
     empty!(plotattributes)
 
     series_plotindex := backup[:series_plotindex]
     seriestype := :path
     primary := false
-    linecolor := :lightgray
+    linecolor := get(backup, :linecolor, :lightgray)
+    if haskey(backup, :linestyle)
+        linestyle := backup[:linestyle]
+    end
+    if haskey(backup, :linewidth)
+        linewidth := backup[:linewidth]
+    end
     bbx_mag = (x1 + x2) / 2
     bby_mag = (y1 + y2) / 2
     xi_lens, yi_lens =
@@ -1054,8 +1074,8 @@ export lens!
         @series begin
             primary := false
             subplot := sp_index
-            x := [xi_mag, xi_lens]
-            y := [yi_mag, yi_lens]
+            x := RecipesPipeline.scale_func(xscale).([xi_mag, xi_lens])
+            y := RecipesPipeline.scale_func(yscale).([yi_mag, yi_lens])
             ()
         end
     end
@@ -1063,8 +1083,8 @@ export lens!
     @series begin
         primary := false
         subplot := sp_index
-        x := [x1, x1, x2, x2, x1]
-        y := [y1, y2, y2, y1, y1]
+        x := RecipesPipeline.scale_func(xscale).([x1, x1, x2, x2, x1])
+        y := RecipesPipeline.scale_func(yscale).([y1, y2, y2, y1, y1])
         ()
     end
     # add subplot
@@ -1073,8 +1093,8 @@ export lens!
             plotattributes = merge(backup, copy(series.plotattributes))
             subplot := lens_index
             primary := false
-            xlims := (x1, x2)
-            ylims := (y1, y2)
+            xlims := RecipesPipeline.scale_func(xscale).((x1, x2))
+            ylims := RecipesPipeline.scale_func(yscale).((y1, y2))
             ()
         end
     end
@@ -1120,6 +1140,13 @@ end
 # Error Bars
 
 function error_style!(plotattributes::AKW)
+    # errorbar color should soley determined by markerstrokecolor
+    if haskey(plotattributes, :marker_z)
+        reset_kw!(plotattributes, :marker_z)
+    end
+    if haskey(plotattributes, :line_z)
+        reset_kw!(plotattributes, :line_z)
+    end
     msc = plotattributes[:markerstrokecolor]
     msc = if msc === :match
         plotattributes[:subplot][:foreground_color_subplot]
@@ -1362,7 +1389,8 @@ function clamp_greys!(mat::AMat{<:Gray})
 end
 
 @recipe function f(mat::AMat{<:Gray})
-    n, m = axes(mat)
+    n, m = map(a -> range(0.5, stop = a.stop + 0.5), axes(mat))
+
     if is_seriestype_supported(:image)
         seriestype := :image
         yflip --> true
@@ -1380,7 +1408,7 @@ end
 
 # images - colors
 @recipe function f(mat::AMat{T}) where {T<:Colorant}
-    n, m = axes(mat)
+    n, m = map(a -> range(0.5, stop = a.stop + 0.5), axes(mat))
 
     if is_seriestype_supported(:image)
         seriestype := :image
@@ -1604,7 +1632,6 @@ 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...)
 
@@ -1649,16 +1676,6 @@ end
     end
 end
 
-"""
-    areaplot([x,] y)
-    areaplot!([x,] y)
-
-Draw a stacked area plot of the matrix y.
-# Examples
-```julia-repl
-julia> areaplot(1:3, [1 2 3; 7 8 9; 4 5 6], seriescolor = [:red :green :blue], fillalpha = [0.2 0.3 0.4])
-```
-"""
 @userplot AreaPlot
 
 @recipe function f(a::AreaPlot)

src/shorthands.jl

@@ -348,10 +348,10 @@ Make a box and whisker plot.
 
 # Keyword arguments
 - `notch`: Bool. Notch the box plot? (false)
-- `range`: Real. Values more than range*IQR below the first quartile
-           or above the third quartile are shown as outliers (1.5)
+- `whisker_range`: Real. Whiskers extend `whisker_range`*IQR below the first quartile
+           and above the third quartile. Values outside this range are shown as outliers (1.5)
 - `outliers`: Bool. Show outliers? (true)
-- `whisker_width`: Real or Symbol. Length of whiskers (:match)
+- `whisker_width`: Real or Symbol. Length of whiskers; the options are `:match` to match the box width, `:half`, or a number to indicate the total length. (:half)
 
 # Example
 ```julia-repl
@@ -472,10 +472,33 @@ yflip!(flip::Bool = true; kw...) = plot!(; yflip = flip, kw...)
 
 "Specify x axis attributes for an existing plot"
 xaxis!(args...; kw...) = plot!(; xaxis = args, kw...)
+xgrid!(args...; kw...) = plot!(; xgrid = args, kw...)
 
 "Specify y axis attributes for an existing plot"
 yaxis!(args...; kw...) = plot!(; yaxis = args, kw...)
-xgrid!(args...; kw...) = plot!(; xgrid = args, kw...)
 ygrid!(args...; kw...) = plot!(; ygrid = args, kw...)
 
+@doc """
+   abline!([plot,] a, b; kwargs...)
+
+Adds ax+b... straight line over the current plot, without changing the axis limits
+""" abline!
+
+@doc """
+    areaplot([x,] y)
+    areaplot!([x,] y)
+
+Draw a stacked area plot of the matrix y.
+# Examples
+```julia-repl
+julia> areaplot(1:3, [1 2 3; 7 8 9; 4 5 6], seriescolor = [:red :green :blue], fillalpha = [0.2 0.3 0.4])
+```
+""" areaplot
+
+@doc """
+    lens!([plot,] x, y, inset = (sp_index, bbox(x1, x2, y1, y2)))
+
+Magnify a region of a plot given by `x` and `y`.
+`sp_index` is the index of the subplot and `x1`, `x2`, `y1` and `y2` should be between `0` and `1`.
+""" lens!
 @specialize

src/utils.jl

@@ -103,7 +103,10 @@ function series_segments(series::Series, seriestype::Symbol = :path; check = fal
 
     segments = if has_attribute_segments(series)
         Iterators.flatten(map(nan_segments) do r
-                if seriestype in (:scatter, :scatter3d)
+                if seriestype == :shape
+                    warn_on_inconsistent_shape_attr(series, x, y, z, r)
+                    (SeriesSegment(r, first(r)),)
+                elseif seriestype in (:scatter, :scatter3d)
                     (SeriesSegment(i:i, i) for i in r)
                 else
                     (SeriesSegment(i:(i + 1), i) for i in first(r):(last(r) - 1))
@@ -140,6 +143,16 @@ function warn_on_attr_dim_mismatch(series, x, y, z, segments)
     end
 end
 
+function warn_on_inconsistent_shape_attr(series, x, y, z, r)
+    for attr in _segmenting_vector_attributes
+        v = get(series, attr, nothing)
+        if v isa AVec && length(unique(v[r])) > 1
+            @warn "Different values of `$attr` specified for different shape vertices. Only first one will be used."
+            break
+        end
+    end
+end
+
 # helpers to figure out if there are NaN values in a list of array types
 anynan(i::Int, args::Tuple) = any(a -> try
     isnan(_cycle(a, i))
@@ -202,19 +215,12 @@ makevec(v::T) where {T} = T[v]
 maketuple(x::Real) = (x, x)
 maketuple(x::Tuple{T,S}) where {T,S} = x
 
-for i in 2:4
-    @eval begin
-        RecipesPipeline.unzip(
-            v::Union{AVec{<:NTuple{$i,T} where T},AVec{<:GeometryBasics.Point{$i}}},
-        ) = $(Expr(:tuple, (:([t[$j] for t in v]) for j in 1:i)...))
-    end
-end
-
-RecipesPipeline.unzip(::Union{AVec{<:GeometryBasics.Point{N}},AVec{<:NTuple{N,T} 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.")
+RecipesPipeline.unzip(v) = unzip(v)
+RecipesPipeline.unzip(points::AbstractVector{<:GeometryBasics.Point}) =
+    unzip(Tuple.(points))
+RecipesPipeline.unzip(points::AbstractVector{GeometryBasics.Point{N,T}}) where {N,T} =
+    isbitstype(T) && sizeof(T) > 0 ? unzip(reinterpret(NTuple{N,T}, points)) :
+    unzip(Tuple.(points))
 
 # given 2-element lims and a vector of data x, widen lims to account for the extrema of x
 function _expand_limits(lims, x)
@@ -371,8 +377,7 @@ nanappend!(a::AbstractVector, b) = (push!(a, NaN); append!(a, b))
 function nansplit(v::AVec)
     vs = Vector{eltype(v)}[]
     while true
-        idx = findfirst(isnan, v)
-        if idx <= 0
+        if (idx = findfirst(isnan, v)) === nothing
             # no nans
             push!(vs, v)
             break
@@ -428,9 +433,9 @@ end
 
 #turn tuple of fillranges to one path
 function concatenate_fillrange(x, y::Tuple)
-    rib1, rib2 = first(y), last(y)
-    yline = vcat(rib1, (rib2)[end:-1:1])
-    xline = vcat(x, x[end:-1:1])
+    rib1, rib2 = collect(first(y)), collect(last(y)) # collect needed until https://github.com/JuliaLang/julia/pull/37629 is merged
+    yline = vcat(rib1, reverse(rib2))
+    xline = vcat(x, reverse(x))
     return xline, yline
 end
 
@@ -499,7 +504,7 @@ for comp in (:line, :fill, :marker)
             end
         end
 
-        $get_compcolor(series, clims, i::Int = 1) =
+        $get_compcolor(series, clims::Tuple{<:Number,<:Number}, i::Int = 1) =
             $get_compcolor(series, clims[1], clims[2], i)
 
         function $get_compcolor(series, i::Int = 1)
@@ -572,7 +577,6 @@ const _segmenting_array_attributes = :line_z, :fill_z, :marker_z
 function has_attribute_segments(series::Series)
     # we want to check if a series needs to be split into segments just because
     # of its attributes
-    series[:seriestype] == :shape && return false
     # check relevant attributes if they have multiple inputs
     return any(
         series[attr] isa AbstractVector && length(series[attr]) > 1 for
@@ -647,7 +651,7 @@ function with(f::Function, args...; kw...)
         newdefs[:xticks] = nothing
         newdefs[:yticks] = nothing
         newdefs[:grid] = false
-        newdefs[:legend] = false
+        newdefs[:legend_position] = false
     end
 
     # dict to store old and new keyword args for anything that changes
@@ -982,21 +986,21 @@ titlefont(sp::Subplot) = font(;
 )
 
 legendfont(sp::Subplot) = font(;
-    family = sp[:legendfontfamily],
-    pointsize = sp[:legendfontsize],
-    valign = sp[:legendfontvalign],
-    halign = sp[:legendfonthalign],
-    rotation = sp[:legendfontrotation],
-    color = sp[:legendfontcolor],
+    family = sp[:legend_font_family],
+    pointsize = sp[:legend_font_pointsize],
+    valign = sp[:legend_font_valign],
+    halign = sp[:legend_font_halign],
+    rotation = sp[:legend_font_rotation],
+    color = sp[:legend_font_color],
 )
 
 legendtitlefont(sp::Subplot) = font(;
-    family = sp[:legendtitlefontfamily],
-    pointsize = sp[:legendtitlefontsize],
-    valign = sp[:legendtitlefontvalign],
-    halign = sp[:legendtitlefonthalign],
-    rotation = sp[:legendtitlefontrotation],
-    color = sp[:legendtitlefontcolor],
+    family = sp[:legend_title_font_family],
+    pointsize = sp[:legend_title_font_pointsize],
+    valign = sp[:legend_title_font_valign],
+    halign = sp[:legend_title_font_halign],
+    rotation = sp[:legend_title_font_rotation],
+    color = sp[:legend_title_font_color],
 )
 
 tickfont(ax::Axis) = font(;
@@ -1180,16 +1184,10 @@ end
 _document_argument(S::AbstractString) =
     _fmt_paragraph("`$S`: " * _arg_desc[Symbol(S)], leadingspaces = 6 + length(S))
 
-function mesh3d_triangles(x, y, z, cns)
-    if typeof(cns) <: Tuple{Array,Array,Array}
+function mesh3d_triangles(x, y, z, cns::Tuple{Array,Array,Array})
     ci, cj, ck = cns
     if !(length(ci) == length(cj) == length(ck))
-            throw(
-                ArgumentError("Argument connections must consist of equally sized arrays."),
-            )
-        end
-    else
-        throw(ArgumentError("Argument connections has to be a tuple of three arrays."))
+        throw(ArgumentError("Argument connections must consist of equally sized arrays."))
     end
     X = zeros(eltype(x), 4length(ci))
     Y = zeros(eltype(y), 4length(cj))
@@ -1215,8 +1213,36 @@ function mesh3d_triangles(x, y, z, cns)
     return X, Y, Z
 end
 
+function mesh3d_triangles(x, y, z, cns::AbstractVector{NTuple{3,Int}})
+    X = zeros(eltype(x), 4length(cns))
+    Y = zeros(eltype(y), 4length(cns))
+    Z = zeros(eltype(z), 4length(cns))
+    @inbounds for I in 1:length(cns)
+        i = cns[I][1]  # connections are 1-based
+        j = cns[I][2]
+        k = cns[I][3]
+        m = 4(I - 1) + 1
+        n = m + 1
+        o = m + 2
+        p = m + 3
+        X[m] = X[p] = x[i]
+        Y[m] = Y[p] = y[i]
+        Z[m] = Z[p] = z[i]
+        X[n] = x[j]
+        Y[n] = y[j]
+        Z[n] = z[j]
+        X[o] = x[k]
+        Y[o] = y[k]
+        Z[o] = z[k]
+    end
+    return X, Y, Z
+end
+
 # cache joined symbols so they can be looked up instead of constructed each time
 const _attrsymbolcache = Dict{Symbol,Dict{Symbol,Symbol}}()
 
 get_attr_symbol(letter::Symbol, keyword::String) = get_attr_symbol(letter, Symbol(keyword))
 get_attr_symbol(letter::Symbol, keyword::Symbol) = _attrsymbolcache[letter][keyword]
+
+texmath2unicode(s::AbstractString, pat = r"\$([^$]+)\$") =
+    replace(s, pat => m -> UnicodeFun.to_latex(m[2:(length(m) - 1)]))

test/imgcomp.jl

@@ -13,7 +13,6 @@ function replace_rand!(ex::Expr)
 end
 function fix_rand!(ex)
     replace_rand!(ex)
-    pushfirst!(ex.args[1].args, :(rng = StableRNG(PLOTS_SEED)))
 end
 
 function image_comparison_tests(
@@ -39,10 +38,13 @@ function image_comparison_tests(
 
     # test function
     func = (fn, idx) -> begin
+        eval(:(rng = StableRNG(PLOTS_SEED)))
+        for the_expr in example.exprs
             expr = Expr(:block)
-        append!(expr.args, example.exprs)
+            push!(expr.args, the_expr)
             fix_rand!(expr)
             eval(expr)
+        end
         png(fn)
     end
 

test/runtests.jl

@@ -1,18 +1,20 @@
 using Plots: guidefont, series_annotations, PLOTS_SEED
-import ImageMagick
+
 using VisualRegressionTests
-using Plots
-using Random
-using StableRNGs
-using Test
-using TestImages
-using FileIO
-using Gtk
-using LibGit2
-import GeometryBasics
-using Dates
 using RecipesBase
+using StableRNGs
+using TestImages
+using LibGit2
+using Random
+using FileIO
+using Plots
+using Dates
 using JSON
+using Test
+using Gtk
+
+import GeometryBasics
+import ImageMagick
 
 @testset "Infrastructure" begin
     @test_nowarn JSON.Parser.parse(
@@ -33,136 +35,120 @@ end
     end
     Plots.plotly_local_file_path[] = nothing
     Plots.use_local_dependencies[] = temp
-end # testset
-
-include("test_defaults.jl")
-include("test_pipeline.jl")
-include("test_axes.jl")
-include("test_contours.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")
-include("test_plotly.jl")
-
-reference_dir(args...) =
-    joinpath(homedir(), ".julia", "dev", "PlotReferenceImages", args...)
-
-function reference_file(backend, i, version)
-    refdir = reference_dir("Plots", string(backend))
-    fn = "ref$i.png"
-    versions = sort(VersionNumber.(readdir(refdir)), rev = true)
-
-    reffn = joinpath(refdir, string(version), fn)
-    for v in versions
-        tmpfn = joinpath(refdir, string(v), fn)
-        if isfile(tmpfn)
-            reffn = tmpfn
-            break
-        end
 end
 
-    return reffn
-end
-
-reference_path(backend, version) = reference_dir("Plots", string(backend), string(version))
-
-if !isdir(reference_dir())
-    mkpath(reference_dir())
-    LibGit2.clone(
-        "https://github.com/JuliaPlots/PlotReferenceImages.jl.git",
-        reference_dir(),
+@testset "Utils" begin
+    zipped = (
+        [(1, 2)],
+        [("a", "b")],
+        [(1, "a"), (2, "b")],
+        [(1, 2), (3, 4)],
+        [(1, 2, 3), (3, 4, 5)],
+        [(1, 2, 3, 4), (3, 4, 5, 6)],
+        [(1, 2.0), (missing, missing)],
+        [(1, missing), (missing, "a")],
+        [(missing, missing)],
+        [(missing, missing, missing), ("a", "b", "c")],
+    )
+    for z in zipped
+        @test isequal(collect(zip(Plots.RecipesPipeline.unzip(z)...)), z)
+        @test isequal(
+            collect(zip(Plots.RecipesPipeline.unzip(GeometryBasics.Point.(z))...)),
+            z,
         )
     end
+    op1 = Plots.process_clims((1.0, 2.0))
+    op2 = Plots.process_clims((1, 2.0))
+    data = randn(100, 100)
+    @test op1(data) == op2(data)
+    @test Plots.process_clims(nothing) ==
+          Plots.process_clims(missing) ==
+          Plots.process_clims(:auto)
 
-include("imgcomp.jl")
-# don't actually show the plots
-Random.seed!(PLOTS_SEED)
-default(show = false, reuse = true)
-is_ci() = get(ENV, "CI", "false") == "true"
-const PLOTS_IMG_TOL = parse(Float64, get(ENV, "PLOTS_IMG_TOL", is_ci() ? "1e-4" : "1e-5"))
-
-## Uncomment the following lines to update reference images for different backends
-
-# @testset "GR" begin
-#     image_comparison_facts(:gr, tol=PLOTS_IMG_TOL, skip = Plots._backend_skips[:gr])
-# end
-#
-# plotly()
-# @testset "Plotly" begin
-#     image_comparison_facts(:plotly, tol=PLOTS_IMG_TOL, skip = Plots._backend_skips[:plotlyjs])
-# end
-#
-# pyplot()
-# @testset "PyPlot" begin
-#     image_comparison_facts(:pyplot, tol=PLOTS_IMG_TOL, skip = Plots._backend_skips[:pyplot])
-# end
-#
-# pgfplotsx()
-# @testset "PGFPlotsX" begin
-#     image_comparison_facts(:pgfplotsx, tol=PLOTS_IMG_TOL, skip = Plots._backend_skips[:pgfplotsx])
-# end
-
-# 10 Histogram2D
-
-##
-
-@testset "Backends" begin
-    @testset "GR" begin
-        ENV["PLOTS_TEST"] = "true"
-        ENV["GKSwstype"] = "100"
-        @test gr() == Plots.GRBackend()
-        @test backend() == Plots.GRBackend()
-
-        @static if haskey(ENV, "APPVEYOR")
-            @info "Skipping GR image comparison tests on AppVeyor"
-        else
-            image_comparison_facts(
-                :gr,
-                tol = PLOTS_IMG_TOL,
-                skip = Plots._backend_skips[:gr],
+    @test (==)(
+        Plots.texmath2unicode(
+            raw"Equation $y = \alpha \cdot x + \beta$ and eqn $y = \sin(x)^2$",
+        ),
+        raw"Equation y = α ⋅ x + β and eqn y = sin(x)²",
     )
-        end
-    end
 
-    @testset "UnicodePlots" begin
-        @test unicodeplots() == Plots.UnicodePlotsBackend()
-        @test backend() == Plots.UnicodePlotsBackend()
+    @test Plots.isvector([1, 2])
+    @test !Plots.isvector(nothing)
+    @test Plots.ismatrix([1 2; 3 4])
+    @test !Plots.ismatrix(nothing)
+    @test Plots.isscalar(1.0)
+    @test !Plots.isscalar(nothing)
+    @test Plots.tovec([]) isa AbstractVector
+    @test Plots.tovec(nothing) isa AbstractVector
+    @test Plots.anynan(1, 3, (1, NaN, 3))
+    @test Plots.allnan(1, 2, (NaN, NaN, 1))
+    @test Plots.makevec([]) isa AbstractVector
+    @test Plots.makevec(1) isa AbstractVector
+    @test Plots.maketuple(1) == (1, 1)
+    @test Plots.maketuple((1, 1)) == (1, 1)
+    @test Plots.ok(1, 2)
+    @test !Plots.ok(1, 2, NaN)
+    @test Plots.ok((1, 2, 3))
+    @test !Plots.ok((1, 2, NaN))
+    @test Plots.nansplit([1, 2, NaN, 3, 4]) == [[1.0, 2.0], [3.0, 4.0]]
+    @test Plots.nanvcat([1, NaN]) |> length == 4
 
-        # lets just make sure it runs without error
-        p = plot(rand(10))
-        @test isa(p, Plots.Plot) == true
-        @test isa(display(p), Nothing) == true
-        p = bar(randn(10))
-        @test isa(p, Plots.Plot) == true
-        @test isa(display(p), Nothing) == true
-        p = plot([1, 2], [3, 4])
-        annotate!(p, [(1.5, 3.2, Plots.text("Test", :red, :center))])
-        hline!(p, [3.1])
-        @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])
-        hline!(p, [3.1])
-        annotate!(p, [(Dates.Date(2019, 1, 15), 3.2, Plots.text("Test", :red, :center))])
-        @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, :auto)])
-        hline!(p, [3.1])
-        @test isa(p, Plots.Plot) == true
-        @test isa(display(p), Nothing) == true
-    end
+    @test Plots.nop() === nothing
+    @test_throws ErrorException Plots.notimpl()
 
-    @testset "PlotlyJS" begin
-        @test plotlyjs() == Plots.PlotlyJSBackend()
-        @test backend() == Plots.PlotlyJSBackend()
+    @test Plots.inch2px(1) isa AbstractFloat
+    @test Plots.px2inch(1) isa AbstractFloat
+    @test Plots.inch2mm(1) isa AbstractFloat
+    @test Plots.mm2inch(1) isa AbstractFloat
+    @test Plots.px2mm(1) isa AbstractFloat
+    @test Plots.mm2px(1) isa AbstractFloat
 
-        p = plot(rand(10))
-        @test isa(p, Plots.Plot) == true
-        @test_broken isa(display(p), Nothing) == true
+    p = plot()
+    @test xlims() isa Tuple
+    @test ylims() isa Tuple
+    @test zlims() isa Tuple
+
+    Plots.makekw(foo = 1, bar = 2) isa Dict
+
+    @test_throws ErrorException Plots.inline()
+    @test_throws ErrorException Plots._do_plot_show(plot(), :inline)
+    @test_throws ErrorException Plots.dumpcallstack()
+
+    Plots.debugplots(true)
+    Plots.debugplots(false)
+    Plots.debugshow(devnull, nothing)
+    Plots.debugshow(devnull, [1])
+
+    p = plot(1)
+    push!(p, 1.5)
+    push!(p, 1, 1.5)
+    # append!(p, [1., 2.])
+    append!(p, 1, 2.5, 2.5)
+    push!(p, (1.5, 2.5))
+    push!(p, 1, (1.5, 2.5))
+    append!(p, (1.5, 2.5))
+    append!(p, 1, (1.5, 2.5))
+
+    p = plot([1, 2, 3], [4, 5, 6])
+    @test Plots.xmin(p) == 1
+    @test Plots.xmax(p) == 3
+    @test Plots.ignorenan_extrema(p) == (1, 3)
+
+    @test Plots.get_attr_symbol(:x, "lims") == :xlims
+    @test Plots.get_attr_symbol(:x, :lims) == :xlims
+
+    @testset "NaN-separated Segments" begin
+        segments(args...) = collect(iter_segments(args...))
+
+        nan10 = fill(NaN, 10)
+        @test segments(11:20) == [1:10]
+        @test segments([NaN]) == []
+        @test segments(nan10) == []
+        @test segments([nan10; 1:5]) == [11:15]
+        @test segments([1:5; nan10]) == [1:5]
+        @test segments([nan10; 1:5; nan10; 1:5; nan10]) == [11:15, 26:30]
+        @test segments([NaN; 1], 1:10) == [2:2, 4:4, 6:6, 8:8, 10:10]
+        @test segments([nan10; 1:15], [1:15; nan10]) == [11:15]
     end
 end
 
@@ -185,8 +171,10 @@ end
     @test unicodeplots() == Plots.UnicodePlotsBackend()
     @test backend() == Plots.UnicodePlotsBackend()
 
-    @testset "Plot" begin
-        plots = [
+    dsp = TextDisplay(IOContext(IOBuffer(), :color => true))
+
+    @testset "plot" begin
+        for plt in [
             histogram([1, 0, 0, 0, 0, 0]),
             plot([missing]),
             plot([missing, missing]),
@@ -196,62 +184,300 @@ end
             plot([1 1; 1 missing]),
             plot(["a" "b"; missing "d"], [1 2; 3 4]),
         ]
-        for plt in plots
-            display(plt)
+            display(dsp, plt)
         end
         @test_nowarn plot(x -> x^2, 0, 2)
     end
 
-    @testset "Bar" begin
+    @testset "bar" begin
         p = bar([3, 2, 1], [1, 2, 3])
-        @test isa(p, Plots.Plot)
-        @test isa(display(p), Nothing) == true
+        @test p isa Plots.Plot
+        @test display(dsp, p) isa Nothing
+    end
+
+    @testset "gui" begin
+        open(tempname(), "w") do io
+            redirect_stdout(io) do
+                gui(plot())
+            end
+        end
     end
 end
 
-@testset "EmptyAnim" begin
-    anim = @animate for i in []
+@testset "Coverage" begin
+    @testset "themes" begin
+        p = showtheme(:dark)
+        @test p isa Plots.Plot
     end
 
-    @test_throws ArgumentError gif(anim)
+    @testset "plotattr" begin
+        tmp = tempname()
+        open(tmp, "w") do io
+            redirect_stdout(io) do
+                plotattr("seriestype")
+                plotattr(:Plot)
+                plotattr()
+            end
+        end
+        str = join(readlines(tmp), "")
+        @test occursin("seriestype", str)
+        @test occursin("Plot attributes", str)
     end
 
-@testset "NaN-separated Segments" begin
-    segments(args...) = collect(iter_segments(args...))
-
-    nan10 = fill(NaN, 10)
-    @test segments(11:20) == [1:10]
-    @test segments([NaN]) == []
-    @test segments(nan10) == []
-    @test segments([nan10; 1:5]) == [11:15]
-    @test segments([1:5; nan10]) == [1:5]
-    @test segments([nan10; 1:5; nan10; 1:5; nan10]) == [11:15, 26:30]
-    @test segments([NaN; 1], 1:10) == [2:2, 4:4, 6:6, 8:8, 10:10]
-    @test segments([nan10; 1:15], [1:15; nan10]) == [11:15]
-end
-
-@testset "Utils" begin
-    zipped = (
-        [(1, 2)],
-        [("a", "b")],
-        [(1, "a"), (2, "b")],
-        [(1, 2), (3, 4)],
-        [(1, 2, 3), (3, 4, 5)],
-        [(1, 2, 3, 4), (3, 4, 5, 6)],
-        [(1, 2.0), (missing, missing)],
-        [(1, missing), (missing, "a")],
-        [(missing, missing)],
-        [(missing, missing, missing), ("a", "b", "c")],
+    @testset "legend" begin
+        @test isa(
+            Plots.legend_pos_from_angle(20, 0.0, 0.5, 1.0, 0.0, 0.5, 1.0),
+            NTuple{2,<:AbstractFloat},
         )
-    for z in zipped
-        @test isequal(collect(zip(Plots.unzip(z)...)), z)
-        @test isequal(collect(zip(Plots.unzip(GeometryBasics.Point.(z))...)), z)
+        @test Plots.legend_anchor_index(-1) == 1
+        @test Plots.legend_anchor_index(+0) == 2
+        @test Plots.legend_anchor_index(+1) == 3
+
+        @test Plots.legend_angle(:foo_bar) == (45, :inner)
+        @test Plots.legend_angle(20.0) ==
+              Plots.legend_angle((20.0, :inner)) ==
+              (20.0, :inner)
+        @test Plots.legend_angle((20.0, 10.0)) == (20.0, 10.0)
+    end
+end
+
+@testset "Output" begin
+    @test Plots.defaultOutputFormat(plot()) == "png"
+    @test Plots.addExtension("foo", "bar") == "foo.bar"
+
+    fn = tempname()
+    gr()
+    let p = plot()
+        Plots.png(p, fn)
+        Plots.png(fn)
+        savefig(p, "$fn.png")
+        savefig("$fn.png")
+
+        Plots.pdf(p, fn)
+        Plots.pdf(fn)
+        savefig(p, "$fn.pdf")
+        savefig("$fn.pdf")
+
+        Plots.ps(p, fn)
+        Plots.ps(fn)
+        savefig(p, "$fn.ps")
+        savefig("$fn.ps")
+
+        Plots.svg(p, fn)
+        Plots.svg(fn)
+        savefig(p, "$fn.svg")
+        savefig("$fn.svg")
+    end
+
+    if Sys.islinux()
+        pgfplotsx()
+        let p = plot()
+            Plots.tex(p, fn)
+            Plots.tex(fn)
+            savefig(p, "$fn.tex")
+            savefig("$fn.tex")
+        end
+    end
+
+    unicodeplots()
+    let p = plot()
+        Plots.txt(p, fn)
+        Plots.txt(fn)
+        savefig(p, "$fn.txt")
+        savefig("$fn.txt")
+    end
+
+    plotlyjs()
+    let p = plot()
+        Plots.html(p, fn)
+        Plots.html(fn)
+        savefig(p, "$fn.html")
+        savefig("$fn.html")
+
+        if Sys.islinux()
+            Plots.eps(p, fn)
+            Plots.eps(fn)
+            savefig(p, "$fn.eps")
+            savefig("$fn.eps")
+        end
+    end
+
+    @test_throws ErrorException savefig("$fn.foo")
+end
+
+gr()  # reset to default backend
+
+for fn in (
+    "test_args.jl",
+    "test_defaults.jl",
+    "test_pipeline.jl",
+    "test_axes.jl",
+    "test_layouts.jl",
+    "test_contours.jl",
+    "test_axis_letter.jl",
+    "test_components.jl",
+    "test_shorthands.jl",
+    "integration_dates.jl",
+    "test_recipes.jl",
+    "test_hdf5plots.jl",
+    "test_pgfplotsx.jl",
+    "test_plotly.jl",
+    "test_animations.jl",
+)
+    @testset "$fn" begin
+        include(fn)
+    end
+end
+
+reference_dir(args...) =
+    joinpath(homedir(), ".julia", "dev", "PlotReferenceImages", args...)
+
+function reference_file(backend, i, version)
+    refdir = reference_dir("Plots", string(backend))
+    fn = "ref$i.png"
+    versions = sort(VersionNumber.(readdir(refdir)), rev = true)
+    reffn = joinpath(refdir, string(version), fn)
+    for v in versions
+        tmpfn = joinpath(refdir, string(v), fn)
+        if isfile(tmpfn)
+            reffn = tmpfn
+            break
+        end
+    end
+    return reffn
+end
+
+reference_path(backend, version) = reference_dir("Plots", string(backend), string(version))
+
+if !isdir(reference_dir())
+    mkpath(reference_dir())
+    LibGit2.clone(
+        "https://github.com/JuliaPlots/PlotReferenceImages.jl.git",
+        reference_dir(),
+    )
+end
+
+include("imgcomp.jl")
+Random.seed!(PLOTS_SEED)
+
+default(show = false, reuse = true)  # don't actually show the plots
+
+is_ci() = get(ENV, "CI", "false") == "true"
+const PLOTS_IMG_TOL = parse(
+    Float64,
+    get(ENV, "PLOTS_IMG_TOL", is_ci() ? Sys.iswindows() ? "2e-4" : "1e-4" : "1e-5"),
+)
+
+## Uncomment the following lines to update reference images for different backends
+
+# @testset "GR" begin
+#     image_comparison_facts(:gr, tol=PLOTS_IMG_TOL, skip = Plots._backend_skips[:gr])
+# end
+#
+# plotly()
+# @testset "Plotly" begin
+#     image_comparison_facts(:plotly, tol=PLOTS_IMG_TOL, skip = Plots._backend_skips[:plotlyjs])
+# end
+#
+# pyplot()
+# @testset "PyPlot" begin
+#     image_comparison_facts(:pyplot, tol=PLOTS_IMG_TOL, skip = Plots._backend_skips[:pyplot])
+# end
+#
+# pgfplotsx()
+# @testset "PGFPlotsX" begin
+#     image_comparison_facts(:pgfplotsx, tol=PLOTS_IMG_TOL, skip = Plots._backend_skips[:pgfplotsx])
+# end
+
+##
+
+@testset "Examples" begin
+    if Sys.islinux()
+        backends = (
+            :unicodeplots,
+            :pgfplotsx,
+            :inspectdr,
+            :plotlyjs,
+            :gaston,
+            # :pyplot,  # FIXME: fails with system matplotlib
+        )
+        only = setdiff(
+            1:length(Plots._examples),
+            (Plots._backend_skips[be] for be in backends)...,
+        )
+        for be in backends
+            @info be
+            for (i, p) in Plots.test_examples(be, only = only, disp = false)
+                fn = tempname() * ".png"
+                png(p, fn)
+                @test filesize(fn) > 1_000
+            end
+        end
+    end
+end
+
+@testset "Backends" begin
+    @testset "UnicodePlots" begin
+        @test unicodeplots() == Plots.UnicodePlotsBackend()
+        @test backend() == Plots.UnicodePlotsBackend()
+
+        io = IOContext(IOBuffer(), :color => true)
+
+        # lets just make sure it runs without error
+        p = plot(rand(10))
+        @test p isa Plots.Plot
+        @test show(io, p) isa Nothing
+
+        p = bar(randn(10))
+        @test p isa Plots.Plot
+        @test show(io, p) isa Nothing
+
+        p = plot([1, 2], [3, 4])
+        annotate!(p, [(1.5, 3.2, Plots.text("Test", :red, :center))])
+        hline!(p, [3.1])
+        @test p isa Plots.Plot
+        @test show(io, p) isa Nothing
+
+        p = plot([Dates.Date(2019, 1, 1), Dates.Date(2019, 2, 1)], [3, 4])
+        hline!(p, [3.1])
+        annotate!(p, [(Dates.Date(2019, 1, 15), 3.2, Plots.text("Test", :red, :center))])
+        @test p isa Plots.Plot
+        @test show(io, p) isa Nothing
+
+        p = plot([Dates.Date(2019, 1, 1), Dates.Date(2019, 2, 1)], [3, 4])
+        annotate!(p, [(Dates.Date(2019, 1, 15), 3.2, :auto)])
+        hline!(p, [3.1])
+        @test p isa Plots.Plot
+        @test show(io, p) isa Nothing
+
+        p = plot((plot(i) for i in 1:4)..., layout = (2, 2))
+        @test p isa Plots.Plot
+        @test show(io, p) isa Nothing
+    end
+
+    @testset "GR" begin
+        ENV["PLOTS_TEST"] = "true"
+        ENV["GKSwstype"] = "100"
+        @test gr() == Plots.GRBackend()
+        @test backend() == Plots.GRBackend()
+
+        @static if haskey(ENV, "APPVEYOR")
+            @info "Skipping GR image comparison tests on AppVeyor"
+        else
+            image_comparison_facts(
+                :gr,
+                tol = PLOTS_IMG_TOL,
+                skip = Plots._backend_skips[:gr],
+            )
+        end
+    end
+
+    @testset "PlotlyJS" begin
+        @test plotlyjs() == Plots.PlotlyJSBackend()
+        @test backend() == Plots.PlotlyJSBackend()
+
+        p = plot(rand(10))
+        @test p isa Plots.Plot
+        @test_broken display(p) isa Nothing
     end
-    op1 = Plots.process_clims((1.0, 2.0))
-    op2 = Plots.process_clims((1, 2.0))
-    data = randn(100, 100)
-    @test op1(data) == op2(data)
-    @test Plots.process_clims(nothing) ==
-          Plots.process_clims(missing) ==
-          Plots.process_clims(:auto)
 end

test/test_animations.jl

@@ -0,0 +1,61 @@
+
+@testset "Empty anim" begin
+    anim = @animate for i in []
+    end
+    @test_throws ArgumentError gif(anim)
+end
+
+@userplot CirclePlot
+@recipe function f(cp::CirclePlot)
+    x, y, i = cp.args
+    n = length(x)
+    inds = circshift(1:n, 1 - i)
+    linewidth --> range(0, 10, length = n)
+    seriesalpha --> range(0, 1, length = n)
+    aspect_ratio --> 1
+    label --> false
+    x[inds], y[inds]
+end
+
+@testset "Circle plot" begin
+    n = 10
+    t = range(0, 2π, length = n)
+    x = sin.(t)
+    y = cos.(t)
+
+    anim = @animate for i in 1:n
+        circleplot(x, y, i)
+    end
+    @test filesize(gif(anim).filename) > 10_000
+    @test filesize(mov(anim).filename) > 10_000
+    @test filesize(mp4(anim).filename) > 10_000
+    @test filesize(webm(anim).filename) > 10_000
+
+    @gif for i in 1:n
+        circleplot(x, y, i, line_z = 1:n, cbar = false, framestyle = :zerolines)
+    end every 5
+end
+
+@testset "html" begin
+    p = plot([sin, cos], zeros(0), leg = false, xlims = (0, 2π), ylims = (-1, 1))
+    anim = Animation()
+    for x in range(0, stop = 2π, length = 10)
+        push!(p, x, Float64[sin(x), cos(x)])
+        frame(anim)
+    end
+
+    agif = gif(anim)
+    html = tempname() * ".html"
+    open(html, "w") do io
+        show(io, MIME("text/html"), agif)
+    end
+    @test filesize(html) > 10_000
+    @test showable(MIME("image/gif"), agif)
+
+    agif = mp4(anim)
+    html = tempname() * ".html"
+    open(html, "w") do io
+        show(io, MIME("text/html"), agif)
+    end
+    @test filesize(html) > 10_000
+end

test/test_args.jl

@@ -0,0 +1,27 @@
+using Plots, Test
+
+@testset "Series Attributes" begin
+    pl = plot([[1, 2, 3], [2, 3, 4]], lw = 5)
+    @test hline!(deepcopy(pl), [1.75])[1].series_list[3][:label] ==
+          hline!(deepcopy(pl), [1.75], z_order = :front)[1].series_list[3][:label] ==
+          "y3"
+    @test hline!(deepcopy(pl), [1.75], z_order = :back)[1].series_list[1][:label] == "y3"
+    @test hline!(deepcopy(pl), [1.75], z_order = 2)[1].series_list[2][:label] == "y3"
+end
+
+@testset "Axis Attributes" begin
+    pl = @test_nowarn plot(; tickfont = font(10, "Times"))
+    for axis in (:xaxis, :yaxis, :zaxis)
+        @test pl[1][axis][:tickfontsize] == 10
+        @test pl[1][axis][:tickfontfamily] == "Times"
+    end
+end
+
+@testset "Permute recipes" begin
+    pl = bar(["a", "b", "c"], [1, 2, 3])
+    ppl = bar(["a", "b", "c"], [1, 2, 3], permute = (:x, :y))
+    @test xticks(ppl) == yticks(pl)
+    @test yticks(ppl) == xticks(pl)
+    @test filter(isfinite, pl[1][1][:x]) == filter(isfinite, ppl[1][1][:y])
+    @test filter(isfinite, pl[1][1][:y]) == filter(isfinite, ppl[1][1][:x])
+end

test/test_axes.jl

@@ -64,7 +64,10 @@ end
     @test twpl[:bottom_margin] == 2Plots.cm
 end
 
-@testset "aliases" begin
+@testset "axis-aliases" begin
+    @test haskey(Plots._keyAliases, :xguideposition)
+    @test haskey(Plots._keyAliases, :x_guide_position)
+    @test !haskey(Plots._keyAliases, :xguide_position)
     p = plot(1:2, xl = "x label")
     @test p[1][:xaxis][:guide] === "x label"
     p = plot(1:2, xrange = (0, 3))
@@ -73,18 +76,47 @@ end
     @test p[1][:xaxis][:ticks] == [1.25, 1.5, 1.75]
     p = plot(1:2, xlabelfontsize = 4)
     @test p[1][:xaxis][:guidefontsize] == 4
-    p = plot(1:2, xgα = .07)
-    @test p[1][:xaxis][:gridalpha] ≈ .07
+    p = plot(1:2, xgα = 0.07)
+    @test p[1][:xaxis][:gridalpha] ≈ 0.07
     p = plot(1:2, xgridls = :dashdot)
     @test p[1][:xaxis][:gridstyle] === :dashdot
     p = plot(1:2, xgridcolor = :red)
-    @test p[1][:xaxis][:foreground_color_grid] === RGBA{Float64}(1.,0.,0.,1.)
+    @test p[1][:xaxis][:foreground_color_grid] === RGBA{Float64}(1.0, 0.0, 0.0, 1.0)
     p = plot(1:2, xminorgridcolor = :red)
-    @test p[1][:xaxis][:foreground_color_minor_grid] === RGBA{Float64}(1.,0.,0.,1.)
-    p = plot(1:2, xgrid_lw = .01)
-    @test p[1][:xaxis][:gridlinewidth] ≈ .01
-    p = plot(1:2, xminorgrid_lw = .01)
-    @test p[1][:xaxis][:minorgridlinewidth] ≈ .01
+    @test p[1][:xaxis][:foreground_color_minor_grid] === RGBA{Float64}(1.0, 0.0, 0.0, 1.0)
+    p = plot(1:2, xgrid_lw = 0.01)
+    @test p[1][:xaxis][:gridlinewidth] ≈ 0.01
+    p = plot(1:2, xminorgrid_lw = 0.01)
+    @test p[1][:xaxis][:minorgridlinewidth] ≈ 0.01
     p = plot(1:2, xtickor = :out)
     @test p[1][:xaxis][:tick_direction] === :out
 end
+
+@testset "aliases" begin
+    compare(p::Plots.Plot, s::Symbol, val, op) =
+        op(p[1][:xaxis][s], val) && op(p[1][:yaxis][s], val) && op(p[1][:zaxis][s], val)
+    p = plot(1:2, guide = "all labels")
+    @test compare(p, :guide, "all labels", ===)
+    p = plot(1:2, label = "test")
+    @test compare(p, :guide, "", ===)
+    p = plot(1:2, lim = (0, 3))
+    @test xlims(p) === ylims(p) === zlims(p) === (0, 3)
+    p = plot(1:2, tick = [1.25, 1.5, 1.75])
+    @test compare(p, :ticks, [1.25, 1.5, 1.75], ==)
+    p = plot(1:2, labelfontsize = 4)
+    @test compare(p, :guidefontsize, 4, ==)
+    p = plot(1:2, gα = 0.07)
+    @test compare(p, :gridalpha, 0.07, ≈)
+    p = plot(1:2, gridls = :dashdot)
+    @test compare(p, :gridstyle, :dashdot, ===)
+    p = plot(1:2, gridcolor = :red)
+    @test compare(p, :foreground_color_grid, RGBA{Float64}(1.0, 0.0, 0.0, 1.0), ===)
+    p = plot(1:2, minorgridcolor = :red)
+    @test compare(p, :foreground_color_minor_grid, RGBA{Float64}(1.0, 0.0, 0.0, 1.0), ===)
+    p = plot(1:2, grid_lw = 0.01)
+    @test compare(p, :gridlinewidth, 0.01, ≈)
+    p = plot(1:2, minorgrid_lw = 0.01)
+    @test compare(p, :minorgridlinewidth, 0.01, ≈)
+    p = plot(1:2, tickor = :out)
+    @test compare(p, :tick_direction, :out, ===)
+end

test/test_components.jl

@@ -3,6 +3,9 @@ using Plots, Test
 @testset "Shapes" begin
     @testset "Type" begin
         square = Shape([(0, 0.0), (1, 0.0), (1, 1.0), (0, 1.0)])
+        @test Plots.get_xs(square) == [0, 1, 1, 0]
+        @test Plots.get_ys(square) == [0, 0, 1, 1]
+        @test Plots.vertices(square) == [(0, 0), (1, 0), (1, 1), (0, 1)]
         @test isa(square, Shape{Int64,Float64})
         @test coords(square) isa Tuple{Vector{S},Vector{T}} where {T,S}
     end
@@ -58,6 +61,25 @@ using Plots, Test
         @test_nowarn p = plot(myshapes)
         @test p[1][1][:seriestype] == :shape
     end
+
+    @testset "Misc" begin
+        @test Plots.weave([1, 3], [2, 4]) == collect(1:4)
+        @test Plots.makeshape(3) isa Plots.Shape
+        @test Plots.makestar(3) isa Plots.Shape
+        @test Plots.makecross() isa Plots.Shape
+        @test Plots.makearrowhead(10.0) isa Plots.Shape
+
+        @test Plots.rotate(1.0, 2.0, 5.0, (0, 0)) isa Tuple
+
+        star = Plots.makestar(3)
+        star_scaled = Plots.scale(star, 0.5)
+
+        Plots.scale!(star, 0.5)
+        @test Plots.get_xs(star) == Plots.get_xs(star_scaled)
+        @test Plots.get_ys(star) == Plots.get_ys(star_scaled)
+
+        @test Plots.extrema_plus_buffer([1, 2], 0.1) == (0.9, 2.1)
+    end
 end
 
 @testset "Brush" begin
@@ -82,6 +104,39 @@ end
     end
 end
 
+@testset "Text" begin
+    t = Plots.PlotText("foo")
+    f = Plots.font()
+
+    @test Plots.PlotText(nothing).str == "nothing"
+    @test length(t) == 3
+    @test text(t).str == "foo"
+    @test text(t, f).str == "foo"
+    @test text("bar", f).str == "bar"
+    @test text(true).str == "true"
+end
+
+@testset "Annotations" begin
+    ann = Plots.series_annotations(missing)
+
+    @test Plots.series_annotations(["1" "2"; "3" "4"]) isa AbstractMatrix
+    @test Plots.series_annotations(10).strs[1].str == "10"
+    @test Plots.series_annotations(nothing) === nothing
+    @test Plots.series_annotations(ann) == ann
+
+    @test Plots.annotations(["1" "2"; "3" "4"]) isa AbstractMatrix
+    @test Plots.annotations(ann) == ann
+    @test Plots.annotations([ann]) == [ann]
+    @test Plots.annotations(nothing) == []
+
+    t = Plots.text("foo")
+    sp = plot(1)[1]
+    @test Plots.locate_annotation(sp, 1, 2, t) == (1, 2, t)
+    @test Plots.locate_annotation(sp, 1, 2, 3, t) == (1, 2, 3, t)
+    @test Plots.locate_annotation(sp, (0.1, 0.2), t) isa Tuple
+    @test Plots.locate_annotation(sp, (0.1, 0.2, 0.3), t) isa Tuple
+end
+
 @testset "Fonts" begin
     @testset "Scaling" begin
         sizesToCheck = [
@@ -158,3 +213,9 @@ end
     @test pos == (0.1, 0.5)
     @test txt.str == "(a)"
 end
+
+@testset "Bezier" begin
+    curve = Plots.BezierCurve([Plots.P2(0.0, 0.0), Plots.P2(0.5, 1.0), Plots.P2(1.0, 0.0)])
+    @test curve(0.75) == Plots.P2(0.75, 0.375)
+    @test length(coords(curve, 10)) == 10
+end

test/test_defaults.jl

@@ -1,4 +1,4 @@
-using Plots, Test
+using Plots, Test, Plots.Colors
 
 const PLOTS_DEFAULTS = Dict(:theme => :wong2, :fontfamily => :palantino)
 Plots.__init__()
@@ -6,8 +6,96 @@ Plots.__init__()
 @testset "Loading theme" begin
     pl = plot(1:5)
     @test pl[1][1][:seriescolor] == RGBA(colorant"black")
-    @test guidefont(pl[1][:xaxis]).family == "palantino"
+    @test Plots.guidefont(pl[1][:xaxis]).family == "palantino"
 end
 
 empty!(PLOTS_DEFAULTS)
 Plots.__init__()
+
+@testset "default" begin
+    default(fillrange = 0)
+    @test Plots._series_defaults[:fillrange] == 0
+    pl = plot(1:5)
+    @test pl[1][1][:fillrange] == 0
+    default()
+end
+
+@testset "Legend defaults" begin
+    p = plot()
+    @test p[1][:legend_font_family] == "sans-serif"
+    @test p[1][:legend_font_pointsize] == 8
+    @test p[1][:legend_font_halign] == :hcenter
+    @test p[1][:legend_font_valign] == :vcenter
+    @test p[1][:legend_font_rotation] == 0.0
+    @test p[1][:legend_font_color] == RGB{Colors.N0f8}(0.0, 0.0, 0.0)
+    @test p[1][:legend_position] == :best
+    @test p[1][:legend_title] == nothing
+    @test p[1][:legend_title_font_family] == "sans-serif"
+    @test p[1][:legend_title_font_pointsize] == 11
+    @test p[1][:legend_title_font_halign] == :hcenter
+    @test p[1][:legend_title_font_valign] == :vcenter
+    @test p[1][:legend_title_font_rotation] == 0.0
+    @test p[1][:legend_title_font_color] == RGB{Colors.N0f8}(0.0, 0.0, 0.0)
+    @test p[1][:legend_background_color] == RGBA{Float64}(1.0, 1.0, 1.0, 1.0)
+    @test p[1][:legend_foreground_color] == RGB{Colors.N0f8}(0.0, 0.0, 0.0)
+end # testset
+
+@testset "Legend API" begin
+    p = plot(;
+        legendfontfamily = "serif",
+        legendfontsize = 12,
+        legendfonthalign = :left,
+        legendfontvalign = :top,
+        legendfontrotation = 1,
+        legendfontcolor = :red,
+        legend = :outertopleft,
+        legendtitle = "The legend",
+        legendtitlefontfamily = "helvetica",
+        legendtitlefontsize = 3,
+        legendtitlefonthalign = :right,
+        legendtitlefontvalign = :bottom,
+        legendtitlefontrotation = -5.2,
+        legendtitlefontcolor = :blue,
+        background_color_legend = :cyan,
+        foreground_color_legend = :green,
+    )
+    @test p[1][:legend_font_family] == "serif"
+    @test p[1][:legend_font_pointsize] == 12
+    @test p[1][:legend_font_halign] == :left
+    @test p[1][:legend_font_valign] == :top
+    @test p[1][:legend_font_rotation] == 1.0
+    @test p[1][:legend_font_color] == :red
+    @test p[1][:legend_position] == :outertopleft
+    @test p[1][:legend_title] == "The legend"
+    @test p[1][:legend_title_font_family] == "helvetica"
+    @test p[1][:legend_title_font_pointsize] == 3
+    @test p[1][:legend_title_font_halign] == :right
+    @test p[1][:legend_title_font_valign] == :bottom
+    @test p[1][:legend_title_font_rotation] == -5.2
+    @test p[1][:legend_title_font_color] == :blue
+    @test p[1][:legend_background_color] == RGBA{Float64}(0.0, 1.0, 1.0, 1.0)
+    @test p[1][:legend_foreground_color] == RGBA{Float64}(0.0, 0.5019607843137255, 0.0, 1.0)
+
+    #remember settings
+    plot(legend_font_pointsize = 20)
+    sp = plot!(label = "R")[1]
+    @test Plots.legendfont(sp).pointsize == 20
+
+    #setting whole font
+    sp = plot(
+        1:5,
+        legendfont = font(12),
+        legend_font_halign = :left,
+        foreground_color_subplot = :red,
+    )[1]
+    @test Plots.legendfont(sp).pointsize == 12
+    @test Plots.legendfont(sp).halign == :left
+    # match mechanism
+    @test sp[:legend_font_color] == sp[:foreground_color_subplot]
+    @test Plots.legendfont(sp).color == sp[:foreground_color_subplot]
+
+    # magic invocation
+    @test_nowarn sp = plot(; legendfont = 12)[1]
+    @test sp[:legend_font_pointsize] == 12
+    @test Plots.legendfont(sp).pointsize == 12
+end # testset

test/test_layouts.jl

@@ -0,0 +1,98 @@
+using Plots, Test
+
+@testset "Subplot sclicing" begin
+    pl = @test_nowarn plot(
+        rand(4, 8),
+        layout = 4,
+        yscale = [:identity :identity :log10 :log10],
+    )
+    @test pl[1][:yaxis][:scale] == :identity
+    @test pl[2][:yaxis][:scale] == :identity
+    @test pl[3][:yaxis][:scale] == :log10
+    @test pl[4][:yaxis][:scale] == :log10
+end
+
+@testset "Plot title" begin
+    pl = plot(rand(4, 8), layout = 4, plot_title = "My title")
+    @test pl[:plot_title] == "My title"
+    @test pl[:plot_titleindex] == 5
+
+    plot!(pl)
+    @test pl[:plot_title] == "My title"
+    @test pl[:plot_titleindex] == 5
+
+    plot!(pl, plot_title = "My new title")
+    @test pl[:plot_title] == "My new title"
+    @test pl[:plot_titleindex] == 5
+end
+
+@testset "Plots.jl/issues/4083" begin
+    p = plot(plot(1:2), plot(1:2); border = :grid, plot_title = "abc")
+    @test p[1][:framestyle] === :grid
+    @test p[2][:framestyle] === :grid
+    @test p[3][:framestyle] === :none
+end
+
+@testset "Coverage" begin
+    p = plot((plot(i) for i in 1:4)..., layout = (2, 2))
+
+    sp = p[end]
+    @test sp isa Plots.Subplot
+    @test size(sp) == (1, 1)
+    @test length(sp) == 1
+    @test sp[1, 1] == sp
+    @test Plots.get_subplot(p, UInt32(4)) == sp
+    @test Plots.series_list(sp) |> first |> Plots.get_subplot isa Plots.Subplot
+    @test Plots.get_subplot(p, keys(p.spmap) |> first) isa Plots.Subplot
+
+    gl = p[2, 2]
+    @test gl isa Plots.GridLayout
+    @test length(gl) == 1
+    @test size(gl) == (1, 1)
+    @test Plots.layout_args(gl) == (gl, 1)
+
+    @test size(p, 1) == 2
+    @test size(p, 2) == 2
+    @test size(p) === (2, 2)
+    @test ndims(p) == 2
+
+    @test p[1][end] isa Plots.Series
+    show(devnull, p[1])
+
+    @test Plots.getplot(p) == p
+    @test Plots.getattr(p) == p.attr
+    @test Plots.backend_object(p) == p.o
+    @test occursin("Plot", string(p))
+    print(devnull, p)
+
+    @test Plots.to_pixels(1Plots.mm) isa AbstractFloat
+    @test Plots.ispositive(1Plots.mm)
+    @test size(Plots.defaultbox) == (0Plots.mm, 0Plots.mm)
+    show(devnull, Plots.defaultbox)
+    show(devnull, p.layout)
+
+    @test Plots.make_measure_hor(1Plots.mm) == 1Plots.mm
+    @test Plots.make_measure_vert(1Plots.mm) == 1Plots.mm
+
+    @test Plots.parent(p.layout) isa Plots.RootLayout
+    show(devnull, Plots.parent_bbox(p.layout))
+
+    rl = Plots.RootLayout()
+    show(devnull, rl)
+    @test parent(rl) === nothing
+    @test Plots.parent_bbox(rl) == Plots.defaultbox
+    @test Plots.bbox(rl) == Plots.defaultbox
+
+    el = Plots.EmptyLayout()
+    @test Plots.update_position!(el) === nothing
+    @test size(el) == (0, 0)
+    @test length(el) == 0
+    @test el[1, 1] === nothing
+
+    @test Plots.left(el) == 0Plots.mm
+    @test Plots.top(el) == 0Plots.mm
+    @test Plots.right(el) == 0Plots.mm
+    @test Plots.bottom(el) == 0Plots.mm
+
+    @test_throws ErrorException Plots.layout_args(nothing)
+end

test/test_pgfplotsx.jl

@@ -21,16 +21,19 @@ end
     @test !haskey(axis.contents[1].options.dict, "fill")
 
     @testset "Legends" begin
-        legends_plot = plot(rand(5, 2), lab = ["1" ""])
+        legends_plot = plot(rand(5, 2), lab = ["1" ""], arrow = true)
         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)
         @test length(leg_entries) == 2
+        @test length(series) == 5
         @test !haskey(series[1].options.dict, "forget plot")
         @test haskey(series[2].options.dict, "forget plot")
-        @test !haskey(series[3].options.dict, "forget plot")
+        @test haskey(series[3].options.dict, "forget plot")
+        @test haskey(series[4].options.dict, "forget plot")
+        @test !haskey(series[5].options.dict, "forget plot")
     end # testset
 
     @testset "3D docs example" begin

test/test_pipeline.jl

@@ -17,3 +17,22 @@ end
     @test all(RecipesPipeline.get_axis_limits(p1, :x) .== x)
     @test all(RecipesPipeline.get_axis_limits(p2, :x) .== x)
 end
+
+@testset "Slicing" begin
+    @test plot(1:5, fillrange = 0)[1][1][:fillrange] == 0
+    data4 = rand(4, 4)
+    mat = reshape(1:8, 2, 4)
+    for i in axes(data4, 1)
+        for attribute in (:fillrange, :ribbon)
+            @test plot(data4; NamedTuple{tuple(attribute)}(0)...)[1][i][attribute] == 0
+            @test plot(data4; NamedTuple{tuple(attribute)}(Ref([1, 2]))...)[1][i][attribute] ==
+                  [1.0, 2.0]
+            @test plot(data4; NamedTuple{tuple(attribute)}(Ref([1 2]))...)[1][i][attribute] ==
+                  (iseven(i) ? 2 : 1)
+            @test plot(data4; NamedTuple{tuple(attribute)}(Ref(mat))...)[1][i][attribute] ==
+                  [2(i - 1) + 1, 2i]
+        end
+        @test plot(data4, ribbon = (mat, mat))[1][i][:ribbon] ==
+              ([2(i - 1) + 1, 2i], [2(i - 1) + 1, 2i])
+    end
+end

test/test_plotly.jl

@@ -7,6 +7,7 @@ using Plots, Test
 
         p = plot(rand(10))
         @test isa(p, Plots.Plot) == true
+        @test_nowarn Plots.plotly_series(plot())
     end
 
     @testset "Contours" begin
@@ -54,4 +55,10 @@ using Plots, Test
             end
         end
     end
+    @testset "Extra kwargs" begin
+        pl = plot(1:5, test = "me")
+        @test Plots.plotly_series(pl)[1][:test] == "me"
+        pl = plot(1:5, test = "me", extra_kwargs = :plot)
+        @test Plots.plotly_layout(pl)[:test] == "me"
+    end
 end

test/test_recipes.jl

@@ -1,6 +1,18 @@
 using Plots, Test
 using OffsetArrays
 
+@testset "User recipes" begin
+    struct LegendPlot end
+    @recipe function f(plot::LegendPlot)
+        legend --> :topleft
+        (1:3, 1:3)
+    end
+    pl = plot(LegendPlot(); legend = :right)
+    @test pl[1][:legend_position] == :right
+    pl = plot(LegendPlot())
+    @test pl[1][:legend_position] == :topleft
+end
+
 @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/test_shorthands.jl

@@ -7,42 +7,132 @@ using Plots, Test
         xlims!((1, 20))
         @test xlims(p) == (1, 20)
 
+        xlims!(p, (1, 21))
+        @test xlims(p) == (1, 21)
+
         ylims!((-1, 1))
         @test ylims(p) == (-1, 1)
 
+        ylims!(p, (-2, 2))
+        @test ylims(p) == (-2, 2)
+
         zlims!((-1, 1))
         @test zlims(p) == (-1, 1)
 
+        zlims!(p, (-2, 2))
+        @test zlims(p) == (-2, 2)
+
         xlims!(-1, 11)
         @test xlims(p) == (-1, 11)
 
+        xlims!(p, -2, 12)
+        @test xlims(p) == (-2, 12)
+
         ylims!((-10, 10))
         @test ylims(p) == (-10, 10)
 
+        ylims!(p, (-11, 9))
+        @test ylims(p) == (-11, 9)
+
         zlims!((-10, 10))
         @test zlims(p) == (-10, 10)
+
+        zlims!(p, (-9, 8))
+        @test zlims(p) == (-9, 8)
+    end
+
+    @testset "Set Title / Labels" begin
+        p = plot()
+        title!(p, "Foo")
+        sp = p[1]
+        @test sp[:title] == "Foo"
+        xlabel!(p, "xlabel")
+        @test sp[:xaxis][:guide] == "xlabel"
+        ylabel!(p, "ylabel")
+        @test sp[:yaxis][:guide] == "ylabel"
+    end
+
+    @testset "Misc" begin
+        p = plot()
+        sp = p[1]
+
+        xflip!(p)
+        @test sp[:xaxis][:flip]
+
+        yflip!(p)
+        @test sp[:yaxis][:flip]
+
+        xgrid!(p, true)
+        @test sp[:xaxis][:grid]
+
+        xgrid!(p, false)
+        @test !sp[:xaxis][:grid]
+
+        ygrid!(p, true)
+        @test sp[:yaxis][:grid]
+
+        ygrid!(p, false)
+        @test !sp[:yaxis][:grid]
+
+        ann = [(7, 3, "(7,3)"), (3, 7, text("hey", 14, :left, :top, :green))]
+        annotate!(p, ann)
+        annotate!(p, ann...)
+
+        xaxis!(p, true)
+        @test sp[:xaxis][:showaxis]
+
+        xaxis!(p, false)
+        @test !sp[:xaxis][:showaxis]
+
+        yaxis!(p, true)
+        @test sp[:yaxis][:showaxis]
+
+        yaxis!(p, false)
+        @test !sp[:yaxis][:showaxis]
+
+        p = plot3d([1, 2], [1, 2], [1, 2])
+        plot3d!(p, [3, 4], [3, 4], [3, 4])
+        @test Plots.series_list(p[1])[1][:seriestype] == :path3d
     end
 
     @testset "Set Ticks" begin
         p = plot([0, 2, 3, 4, 5, 6, 7, 8, 9, 10])
+        sp = p[1]
 
         xticks = 2:6
         xticks!(xticks)
-        @test Plots.get_subplot(current(), 1).attr[:xaxis][:ticks] == xticks
+        @test sp.attr[:xaxis][:ticks] == xticks
+
+        xticks = 1:5
+        xticks!(p, xticks)
+        @test sp.attr[:xaxis][:ticks] == xticks
 
         yticks = 0.2:0.1:0.7
         yticks!(yticks)
-        @test Plots.get_subplot(current(), 1).attr[:yaxis][:ticks] == yticks
+        @test sp.attr[:yaxis][:ticks] == yticks
+
+        yticks = 0.1:0.5
+        yticks!(p, yticks)
+        @test sp.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)
+        @test sp.attr[:xaxis][:ticks] == (xticks, xlabels)
+
+        xticks = [5, 2]
+        xlabels = ["b", "a"]
+        xticks!(p, xticks, xlabels)
+        @test sp.attr[:xaxis][:ticks] == (xticks, xlabels)
 
         yticks = [0.5, 0.6, 0.75]
         ylabels = ["z", "y", "x"]
         yticks!(yticks, ylabels)
-        @test Plots.get_subplot(current(), 1).attr[:yaxis][:ticks] == (yticks, ylabels)
+        @test sp.attr[:yaxis][:ticks] == (yticks, ylabels)
+
+        yticks = [0.5, 0.1]
+        ylabels = ["z", "y"]
+        yticks!(p, yticks, ylabels)
+        @test sp.attr[:yaxis][:ticks] == (yticks, ylabels)
     end
 end