1.18.2 [skip ci]

Update skipped examples for auto-gen in PlotDocs

.gitattributes

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

.github/ISSUE_TEMPLATE/bug.md

@@ -28,5 +28,5 @@ inspectdr    |     |     |
 ### Versions
 
 Plots.jl version:
-Backend  version (`]st -m`):
+Backend  version (`]st -m <backend(s)>`):
 Output of `versioninfo()`:

.github/workflows/CompatHelper.yml

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

.github/workflows/SnoopCompile.yml

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

.github/workflows/TagBot.yml

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

.github/workflows/benchmark.yml

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

.github/workflows/ci.yml

@@ -11,68 +11,71 @@ defaults:
 jobs:
   CI:
     if: "!contains(github.event.head_commit.message, '[skip ci]')"
-    
     env:
       GKS_ENCODING: "utf8"
+      GKSwstype: "100"
 
+    name: Julia ${{ matrix.version }} - ${{ matrix.os }}
     runs-on: ${{ matrix.os }}
+    continue-on-error: ${{ matrix.version == 'nightly' }}
     strategy:
       fail-fast: false
       matrix:
-        julia_version:
-          - 'nightly'
+        version:
           - '1'
-          - '1.0'
+          - 'nightly'
         os:
           - ubuntu-latest
           - windows-latest
           - macos-latest
         arch:
           - x64
-        #  - x32
+          # - x86
+
     steps:
-      
+
       # Setup environment
       - uses: actions/checkout@v2
       - uses: julia-actions/setup-julia@latest
         with:
-          version: ${{ matrix.julia_version }}
+          version: ${{ matrix.version }}
       - name: Cache artifacts
         uses: actions/cache@v1
         env:
           cache-name: cache-artifacts
         with:
-          path: ~/.julia/artifacts 
+          path: ~/.julia/artifacts
           key: ${{ runner.os }}-test-${{ env.cache-name }}-${{ hashFiles('**/Project.toml') }}
           restore-keys: |
             ${{ runner.os }}-test-${{ env.cache-name }}-
             ${{ runner.os }}-test-
             ${{ runner.os }}-
-          
-      # OS Dependencies            
+
+      ## maybe required if we ever want to run graphical tests for plotly
+      # OS Dependencies
       # - name: Ubuntu OS dependencies
       #   if: startsWith(matrix.os,'ubuntu')
       #   run: |
       #    ./test/install_wkhtmltoimage.sh
-  
-      #  at-spi2-core, libgtk-3-dev,  libgtk-3-0, and xvfb  are already installed: https://github.com/actions/virtual-environments/blob/master/images/linux/scripts/installers/basic.sh  
 
-  
       # TESTCMD
       - name: Default TESTCMD
-        run: echo ::set-env name=TESTCMD::"julia"
+        run: echo "TESTCMD=julia" >> $GITHUB_ENV
       - name: Ubuntu TESTCMD
         if: startsWith(matrix.os,'ubuntu')
-        run: echo ::set-env name=TESTCMD::"xvfb-run julia"
+        run: echo "TESTCMD=xvfb-run --auto-servernum julia" >> $GITHUB_ENV
 
-      # Julia Deoendencies
+      # Julia Dependencies
       - name: Install Julia dependencies
         uses: julia-actions/julia-buildpkg@latest
-        
+
       # Run tests
       - name: Run Graphical test
-        run:  $TESTCMD --project -e 'using Pkg; Pkg.test(coverage=true);'
-          
+        run:  |
+          $TESTCMD --project -e 'using Pkg; Pkg.test(coverage=true);'
+          $TESTCMD -e 'using Pkg; Pkg.activate(tempdir()); Pkg.develop(path=abspath(".")); Pkg.add("StatsPlots"); Pkg.test("StatsPlots");'
+          $TESTCMD -e 'using Pkg; Pkg.activate(tempdir()); Pkg.develop(path=abspath(".")); Pkg.add("GraphRecipes"); Pkg.test("GraphRecipes");'
+
       - name: Codecov
         uses: julia-actions/julia-uploadcodecov@latest
         env:

.github/workflows/docs.yml

@@ -0,0 +1,50 @@
+name: docs
+
+on:
+ push:
+  branches:
+    - master
+  tags: '*'
+ 
+jobs:
+  Build_docs:
+    runs-on: ubuntu-18.04
+    steps:
+      - uses: actions/checkout@v2
+        with:
+          repository: JuliaPlots/PlotDocs.jl
+      - uses: julia-actions/setup-julia@v1
+      - name: Cache artifacts
+        uses: actions/cache@v1
+        env:
+          cache-name: cache-artifacts
+        with:
+          path: ~/.julia/artifacts 
+          key: ${{ runner.os }}-test-${{ env.cache-name }}-${{ hashFiles('**/Project.toml') }}
+          restore-keys: |
+            ${{ runner.os }}-test-${{ env.cache-name }}-
+            ${{ runner.os }}-test-
+            ${{ runner.os }}-
+      - 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
+          sudo fc-cache -vr
+            
+      - name: build documentation
+        env: 
+          PYTHON: ""
+          DOCUMENTER_KEY: ${{ secrets.DOCUMENTER_KEY }}
+        run: |
+          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 'withenv("GITHUB_REPOSITORY" => "JuliaPlots/PlotDocs.jl") do; include("docs/make.jl"); end' 

.gitignore

@@ -10,3 +10,6 @@ deps/deps.jl
 Manifest.toml
 dev/
 test/tmpplotsave.hdf5
+/.benchmarkci
+/benchmark/*.json
+.vscode/

.zenodo.json

@@ -0,0 +1,698 @@
+{
+    "title": "Plots.jl",
+    "license": "MIT",
+    "creators": [
+        {
+            "affiliation": "Elemental Cognition",
+            "name": "Tom Breloff"
+        }
+    ],
+    "contributors":[
+        {
+            "affiliation": "TU Wien",
+            "name": "Daniel Schwabeneder",
+            "orcid": "0000-0002-0412-0777",
+            "type": "ProjectLeader"
+        },
+        {
+            "affiliation": "GLOBE Institute, University of Copenhagen",
+            "name": "Michael Krabbe Borregaard",
+            "orcid": "0000-0002-8146-8435",
+            "type": "ProjectLeader"
+        },
+        {
+            "affiliation": "Leibniz Universit\u00e4t Hannover",
+            "name": "Simon Christ",
+            "orcid": "0000-0002-5866-1472",
+            "type": "ProjectLeader"
+        },
+        {
+            "affiliation": "Forschungszentrum J\u00fclich",
+            "name": "Josef Heinen",
+            "orcid": "0000-0001-6509-1925",
+            "type": "ProjectMember"
+        },
+        {
+            "name": "Yuval",
+            "type": "Other"
+        },
+        {
+            "name": "Andrew Palugniok",
+            "type": "ProjectMember"
+        },
+        {
+            "affiliation": "@beacon-biosignals",
+            "name": "Simon Danisch",
+            "type": "Other"
+        },
+        {
+            "affiliation": "Veos Digital (https://veos.digital/)",
+            "name": "Pietro Vertechi",
+            "type": "ProjectMember"
+        },
+        {
+            "affiliation": "Korea Advanced Inst. of Science and Technology (KAIST)",
+            "name": "Zhanibek Omarov",
+            "type": "ProjectMember",
+            "orcid": "0000-0002-8783-8791"
+        },
+        {
+            "name": "Thatcher Chamberlin",
+            "type": "Other"
+        },
+        {
+            "name": "@ma-laforge",
+            "type": "ProjectMember"
+        },
+        {
+            "affiliation": "Massachusetts Institute of Technology",
+            "name": "Christopher Rackauckas",
+            "orcid": "0000-0001-5850-0663",
+            "type": "Other"
+        },
+        {
+            "affiliation": "Max Planck Institute for Physics",
+            "name": "Oliver Schulz",
+            "type": "Other"
+        },
+        {
+            "affiliation": "@JuliaComputing",
+            "name": "Sebastian Pfitzner",
+            "type": "Other"
+        },
+        {
+            "name": "Takafumi Arakaki",
+            "type": "Other"
+        },
+        {
+            "affiliation": "University of Manitoba",
+            "name": "Amin Yahyaabadi",
+            "type": "Other"
+        },
+        {
+            "name": "Jack Devine",
+            "type": "Other"
+        },
+        {
+            "name": "Sebastian Pech",
+            "type": "Other"
+        },
+        {
+            "affiliation": "@JuliaComputing",
+            "name": "Patrick Kofod Mogensen",
+            "type": "Other",
+            "orcid": "0000-0002-4910-1932"
+        },
+        {
+            "name": "Samuel S. Watson",
+            "type": "Other"
+        },
+        {
+            "affiliation": "UC Davis",
+            "name": "Naoki Saito",
+            "orcid": "0000-0001-5234-4719",
+            "type": "Other"
+        },
+        {
+            "affiliation": "University of Southern California (USC)",
+            "name": "Benoit Pasquier",
+            "orcid": "0000-0002-3838-5976",
+            "type": "Other"
+        },
+        {
+            "affiliation": "NTNU Trondheim",
+            "name": "Ronny Bergmann",
+            "orcid": "0000-0001-8342-7218",
+            "type": "Other"
+        },
+        {
+            "name": "Andy Nowacki",
+            "affiliation": "University of Leeds",
+            "orcid": "0000-0001-7669-7383",
+            "type": "Other"
+        },
+        {
+            "name": "Ian Butterworth",
+            "type": "Other"
+        },
+        {
+            "affiliation": "Lund University",
+            "name": "David Gustavsson",
+            "type": "Other"
+        },
+        {
+            "name": "Anshul Singhvi",
+            "type": "Other"
+        },
+        {
+            "name": "david-macmahon",
+            "type": "Other"
+        },
+        {
+            "name": "Fredrik Ekre",
+            "type": "Other"
+        },
+        {
+            "name": "Maaz Bin Tahir Saeed",
+            "type": "Other"
+        },
+        {
+            "name": "Kristoffer Carlsson",
+            "type": "Other"
+        },
+        {
+            "name": "Will Kearney",
+            "type": "Other"
+        },
+        {
+            "name": "Niklas Korsbo",
+            "type": "Other"
+        },
+        {
+            "name": "Miles Lucas",
+            "type": "Other"
+        },
+        {
+            "name": "@Godisemo",
+            "type": "Other"
+        },
+        {
+            "name": "Florian Oswald",
+            "type": "Other"
+        },
+        {
+            "name": "Diego Javier Zea",
+            "type": "Other"
+        },
+        {
+            "name": "@WillRam",
+            "type": "Other"
+        },
+        {
+            "name": "Fedor Bezrukov",
+            "type": "Other"
+        },
+        {
+            "name": "Spencer Lyon",
+            "type": "Other"
+        },
+        {
+            "name": "Darwin Darakananda",
+            "type": "Other"
+        },
+        {
+            "name": "Lukas Hauertmann",
+            "type": "Other"
+        },
+        {
+            "name": "Huckleberry Febbo",
+            "type": "Other"
+        },
+        {
+            "name": "@H-M-H",
+            "type": "Other"
+        },
+        {
+            "name": "Josh Day",
+            "type": "Other"
+        },
+        {
+            "name": "@wfgra",
+            "type": "Other"
+        },
+        {
+            "name": "Sheehan Olver",
+            "type": "Other"
+        },
+        {
+            "name": "Jerry Ling",
+            "type": "Other"
+        },
+        {
+            "name": "Jks Liu",
+            "type": "Other"
+        },
+        {
+            "name": "Seth Axen",
+            "type": "Other"
+        },
+        {
+            "name": "@o01eg",
+            "type": "Other"
+        },
+        {
+            "name": "Sebastian Micluța-Câmpeanu",
+            "type": "Other"
+        },
+        {
+            "name": "Tim Holy",
+            "type": "Other"
+        },
+        {
+            "name": "Tony Kelman",
+            "type": "Other"
+        },
+        {
+            "name": "Antoine Levitt",
+            "type": "Other"
+        },
+        {
+            "name": "Iblis Lin",
+            "type": "Other"
+        },
+        {
+            "name": "Harry Scholes",
+            "type": "Other"
+        },
+        {
+            "name": "@djsegal",
+            "type": "Other"
+        },
+        {
+            "name": "Goran Nakerst",
+            "type": "Other"
+        },
+        {
+            "name": "Felix Hagemann",
+            "type": "Other"
+        },
+        {
+            "name": "Matthieu Gomez",
+            "type": "Other"
+        },
+        {
+            "name": "@biggsbiggsby",
+            "type": "Other"
+        },
+        {
+            "name": "Jonathan Anderson",
+            "type": "Other"
+        },
+        {
+            "name": "Michael Kraus",
+            "type": "Other"
+        },
+        {
+            "name": "Carlo Lucibello",
+            "type": "Other"
+        },
+        {
+            "name": "Robin Deits",
+            "type": "Other"
+        },
+        {
+            "name": "Misha Mkhasenko",
+            "type": "Other"
+        },
+        {
+            "name": "Benoît Legat",
+            "type": "Other"
+        },
+        {
+            "name": "Steven G. Johnson",
+            "type": "Other"
+        },
+        {
+            "name": "John Verzani",
+            "type": "Other"
+        },
+        {
+            "name": "Mattias Fält",
+            "type": "Other"
+        },
+        {
+            "name": "Rashika Karki",
+            "type": "Other"
+        },
+        {
+            "name": "Morten Piibeleht",
+            "type": "Other"
+        },
+        {
+            "name": "Filippo Vicentini",
+            "type": "Other"
+        },
+        {
+            "name": "David Anthoff",
+            "type": "Other"
+        },
+        {
+            "name": "Leon Wabeke",
+            "type": "Other"
+        },
+        {
+            "name": "Yusuke Kominami",
+            "type": "Other"
+        },
+        {
+            "name": "Oscar Dowson",
+            "type": "Other"
+        },
+        {
+            "name": "Max G",
+            "type": "Other"
+        },
+        {
+            "name": "Fabian Greimel",
+            "type": "Other"
+        },
+        {
+            "name": "Jérémy",
+            "type": "Other"
+        },
+        {
+            "name": "Pearl Li",
+            "type": "Other"
+        },
+        {
+            "name": "David P. Sanders",
+            "type": "Other"
+        },
+        {
+            "name": "Asbjørn Nilsen Riseth",
+            "type": "Other"
+        },
+        {
+            "name": "Jan Weidner",
+            "type": "Other"
+        },
+        {
+            "name": "@jakkor2",
+            "type": "Other"
+        },
+        {
+            "name": "Pablo Zubieta",
+            "type": "Other"
+        },
+        {
+            "name": "Hamza Yusuf Çakır",
+            "type": "Other"
+        },
+        {
+            "name": "John Rinehart",
+            "type": "Other"
+        },
+        {
+            "name": "Martin Biel",
+            "type": "Other"
+        },
+        {
+            "name": "Moritz Schauer",
+            "type": "Other"
+        },
+        {
+            "name": "Moesè Giodano",
+            "type": "Other"
+        },
+        {
+            "name": "@olegshtch",
+            "type": "Other"
+        },
+        {
+            "name": "Leon Shen",
+            "type": "Other"
+        },
+        {
+            "name": "Jeff Fessler",
+            "type": "Other"
+        },
+        {
+            "name": "@hustf",
+            "type": "Other"
+        },
+        {
+            "name": "Asim H Dar",
+            "type": "Other"
+        },
+        {
+            "name": "@8uurg",
+            "type": "Other"
+        },
+        {
+            "name": "Abel Siqueira",
+            "type": "Other"
+        },
+        {
+            "name": "Adrian Dawid",
+            "type": "Other"
+        },
+        {
+            "name": "Alberto Lusiani",
+            "type": "Other"
+        },
+        {
+            "name": "Balázs Mezei",
+            "type": "Other"
+        },
+        {
+            "name": "Ben Ide",
+            "type": "Other"
+        },
+        {
+            "name": "Benjamin Lungwitz",
+            "type": "Other"
+        },
+        {
+            "affiliation": "University of Graz",
+            "name": "Bernd Riederer",
+            "type": "Other",
+            "orcid": "0000-0001-8390-0087"
+        },
+        {
+            "name": "Christina Lee",
+            "type": "Other"
+        },
+        {
+            "name": "Christof Stocker",
+            "type": "Other"
+        },
+        {
+            "name": "Christoph Finkensiep",
+            "type": "Other"
+        },
+        {
+            "name": "@Cornelius-G",
+            "type": "Other"
+        },
+        {
+            "name": "Daniel Høegh",
+            "type": "Other"
+        },
+        {
+            "name": "Denny Biasiolli",
+            "type": "Other"
+        },
+        {
+            "name": "Dieter Castel",
+            "type": "Other"
+        },
+        {
+            "name": "Elliot Saba",
+            "type": "Other"
+        },
+        {
+            "name": "Fengyang Wang",
+            "type": "Other"
+        },
+        {
+            "name": "Fons van der Plas",
+            "type": "Other"
+        },
+        {
+            "name": "Fredrik Bagge Carlson",
+            "type": "Other"
+        },
+        {
+            "name": "Graham Smith",
+            "type": "Other"
+        },
+        {
+            "name": "Hayato Ikoma",
+            "type": "Other"
+        },
+        {
+            "name": "Hessam Mehr",
+            "type": "Other"
+        },
+        {
+            "name": "@InfiniteChai",
+            "type": "Other"
+        },
+        {
+            "name": "Jack Dunn",
+            "type": "Other"
+        },
+        {
+            "name": "Jeff Bezanson",
+            "type": "Other"
+        },
+        {
+            "name": "Jeff Eldredge",
+            "type": "Other"
+        },
+        {
+            "name": "Jinay Jain",
+            "type": "Other"
+        },
+        {
+            "name": "Johan Blåbäck",
+            "type": "Other"
+        },
+        {
+            "name": "@jmert",
+            "type": "Other"
+        },
+        {
+            "name": "Lakshya Khatri",
+            "type": "Other"
+        },
+        {
+            "name": "Lia Siegelmann",
+            "type": "Other"
+        },
+        {
+            "name": "@marekkukan-tw",
+            "type": "Other"
+        },
+        {
+            "affiliation": "ETH Zurich",
+            "name": "Mauro Werder",
+            "type": "Other",
+            "orcid": "0000-0003-0137-9377"
+        },
+        {
+            "name": "Maxim Grechkin",
+            "type": "Other"
+        },
+        {
+            "name": "Michael Cawte",
+            "type": "Other"
+        },
+        {
+            "name": "@milesfrain",
+            "type": "Other"
+        },
+        {
+            "name": "Nicholas Bauer",
+            "type": "Other"
+        },
+        {
+            "name": "Nicolau Leal Werneck",
+            "type": "Other"
+        },
+        {
+            "name": "@nilshg",
+            "type": "Other"
+        },
+        {
+            "name": "Oliver Evans",
+            "type": "Other"
+        },
+        {
+            "name": "Peter Gagarinov",
+            "type": "Other"
+        },
+        {
+            "name": "Páll Haraldsson",
+            "type": "Other"
+        },
+        {
+            "name": "Rik Huijzer",
+            "type": "Other"
+        },
+        {
+            "name": "Romain Franconville",
+            "type": "Other"
+        },
+        {
+            "name": "Ronan Pigott",
+            "type": "Other"
+        },
+        {
+            "name": "Roshan Shariff",
+            "type": "Other"
+        },
+        {
+            "name": "Scott Thomas",
+            "type": "Other"
+        },
+        {
+            "name": "Sebastian Rollén",
+            "type": "Other"
+        },
+        {
+            "name": "Seth Bromberger",
+            "type": "Other"
+        },
+        {
+            "name": "Siva Swaminathan",
+            "type": "Other"
+        },
+        {
+            "name": "Tim DuBois",
+            "type": "Other"
+        },
+        {
+            "name": "Travis DePrato",
+            "type": "Other"
+        },
+        {
+            "name": "Will Thompson",
+            "type": "Other"
+        },
+        {
+            "name": "Yakir Luc Gagnon",
+            "type": "Other"
+        },
+        {
+            "name": "Benjamin Chislett",
+            "type": "Other"
+        },
+        {
+            "name": "@hhaensel",
+            "type": "Other"
+        },
+        {
+            "name": "@improbable22",
+            "type": "Other"
+        },
+        {
+            "name": "Johannes Fleck",
+            "type": "Other"
+        },
+        {
+            "name": "Peter Czaban",
+            "type": "Other"
+        },
+        {
+            "name": "@innerlee",
+            "type": "Other"
+        },
+        {
+            "name": "Mats Cronqvist",
+            "type": "Other"
+        },
+        {
+            "name": "Shi Pengcheng",
+            "type": "Other"
+        },
+        {
+            "name": "@wg030",
+            "type": "Other"
+        },
+        {
+            "affiliation": "University of Cambridge",
+            "name": "Will Tebbutt",
+            "type": "Other"
+        },
+        {
+            "name": "@t-bltg",
+            "type": "Other"
+        }
+        {
+            "name": "Fred Callaway",
+            "type": "Other"
+        }
+    ],
+    "upload_type": "software"
+}

Project.toml

@@ -1,7 +1,7 @@
 name = "Plots"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
 author = ["Tom Breloff (@tbreloff)"]
-version = "1.4.4"
+version = "1.18.2"
 
 [deps]
 Base64 = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
@@ -11,8 +11,8 @@ FFMPEG = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 FixedPointNumbers = "53c48c17-4a7d-5ca2-90c5-79b7896eea93"
 GR = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
 GeometryBasics = "5c1252a2-5f33-56bf-86c9-59e7332b4326"
-GeometryTypes = "4d00f742-c7ba-57c2-abde-4428a4b178cb"
 JSON = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
+Latexify = "23fbe1c1-3f47-55db-b15f-69d7ec21a316"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 Measures = "442fdcdd-2543-5da2-b0f3-8c86c306513e"
 NaNMath = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
@@ -25,6 +25,7 @@ RecipesBase = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
 RecipesPipeline = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 Reexport = "189a3867-3050-52da-a836-e630ba90ab69"
 Requires = "ae029012-a4dd-5104-9daa-d747884805df"
+Scratch = "6c6a2e73-6563-6170-7368-637461726353"
 Showoff = "992d4aef-0814-514b-bc4d-f2e9a6c4116f"
 SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
@@ -33,25 +34,24 @@ UUIDs = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
 
 [compat]
 Contour = "0.5"
-FFMPEG = "0.2, 0.3"
+FFMPEG = "0.2, 0.3, 0.4"
 FixedPointNumbers = "0.6, 0.7, 0.8"
-GR = "0.46, 0.47, 0.48, 0.49, 0.50"
-GeometryBasics = "0.2"
-GeometryTypes = "0.7, 0.8"
-JSON = "0.21"
+GR = "0.53, 0.54, 0.55, 0.57"
+GeometryBasics = "0.2, 0.3.1"
+JSON = "0.21, 1"
+Latexify = "0.14, 0.15"
 Measures = "0.3"
 NaNMath = "0.3"
-PGFPlotsX = "1.2.0"
 PlotThemes = "2"
 PlotUtils = "1"
 RecipesBase = "1"
-RecipesPipeline = "0.1.7"
-Reexport = "0.2"
+RecipesPipeline = "0.3"
+Reexport = "0.2, 1.0"
 Requires = "1"
-Showoff = "0.3.1"
-StableRNGs = "0.1.1"
+Scratch = "1"
+Showoff = "0.3.1, 1.0"
 StatsBase = "0.32, 0.33"
-julia = "1"
+julia = "1.5"
 
 [extras]
 Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
@@ -63,13 +63,15 @@ Images = "916415d5-f1e6-5110-898d-aaa5f9f070e0"
 LibGit2 = "76f85450-5226-5b5a-8eaa-529ad045b433"
 OffsetArrays = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
 PGFPlotsX = "8314cec4-20b6-5062-9cdb-752b83310925"
+PlotlyJS = "f0f68f2c-4968-5e81-91da-67840de0976a"
 RDatasets = "ce6b1742-4840-55fa-b093-852dadbb1d8b"
 StableRNGs = "860ef19b-820b-49d6-a774-d7a799459cd3"
 StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
 StatsPlots = "f3b207a7-027a-5e70-b257-86293d7955fd"
 Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
+TestImages = "5e47fb64-e119-507b-a336-dd2b206d9990"
 UnicodePlots = "b8865327-cd53-5732-bb35-84acbb429228"
 VisualRegressionTests = "34922c18-7c2a-561c-bac1-01e79b2c4c92"
 
 [targets]
-test = ["Distributions", "FileIO", "Gtk", "ImageMagick", "Images", "LibGit2", "OffsetArrays", "PGFPlotsX", "HDF5", "RDatasets", "StableRNGs", "StaticArrays", "StatsPlots", "Test", "UnicodePlots", "VisualRegressionTests"]
+test = ["Distributions", "FileIO", "Gtk", "ImageMagick", "Images", "LibGit2", "OffsetArrays", "PGFPlotsX", "PlotlyJS", "HDF5", "RDatasets", "StableRNGs", "StaticArrays", "StatsPlots", "Test", "TestImages", "UnicodePlots", "VisualRegressionTests"]

README.md

@@ -18,6 +18,10 @@
 [![][docs-img]][docs-url]
 [![Codecov](https://codecov.io/gh/JuliaPlots/Plots.jl/branch/master/graph/badge.svg)](https://codecov.io/gh/JuliaPlots/Plots.jl)
 
+[![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)

benchmark/Project.toml

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

benchmark/benchmarks.jl

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

deps/SnoopCompile/precompile/precompile_Plots.jl

@@ -0,0 +1,403 @@
+# 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{(:label, :blank), Tuple{Symbol, Bool}},Type{EmptyLayout}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Type)),NamedTuple{(:label, :width, :height), Tuple{Symbol, Symbol, Length{:pct, Float64}}},Type{EmptyLayout}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Type)),NamedTuple{(:parent,), Tuple{GridLayout}},Type{Subplot},GRBackend})
+    Base.precompile(Tuple{Core.kwftype(typeof(Type)),NamedTuple{(:parent,), Tuple{GridLayout}},Type{Subplot},PlotlyBackend})
+    Base.precompile(Tuple{Core.kwftype(typeof(Type)),NamedTuple{(:parent,), Tuple{Subplot{GRBackend}}},Type{Subplot},GRBackend})
+    Base.precompile(Tuple{Core.kwftype(typeof(Type)),NamedTuple{(:parent,), Tuple{Subplot{PlotlyBackend}}},Type{Subplot},PlotlyBackend})
+    Base.precompile(Tuple{Core.kwftype(typeof(_make_hist)),NamedTuple{(:normed, :weights), Tuple{Bool, 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(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{(: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{(: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}},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(hline!)),Any,typeof(hline!),Any})
+    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, PlotText}}}},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{(: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})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot!)),NamedTuple{(:legend,), Tuple{Symbol}},typeof(plot!),Plot{PlotlyBackend},Plot{PlotlyBackend},Plot{PlotlyBackend},Vararg{Plot{PlotlyBackend}, N} where N})
+    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, N} where N})
+    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!),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!),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{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{(: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{(: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, :seriestype), Tuple{Tuple{Vector{Int64}, Vector{Int64}, Vector{Int64}}, 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{(: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, :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, :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, :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, :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,), 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})
+    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})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:legend,), Tuple{Symbol}},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),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{T} where T},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, N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:line, :marker, :bg, :fg, :xlim, :ylim, :leg), Tuple{Tuple{Int64, Symbol, Symbol}, Tuple{Shape{Float64, Float64}, Int64, RGBA{Float64}}, Symbol, Symbol, Tuple{Int64, Int64}, Tuple{Int64, Int64}, Bool}},typeof(plot),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}},Vector{Float64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(plot)),NamedTuple{(:line_z, :linewidth, :legend), Tuple{StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Int64, Bool}},typeof(plot),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}},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}},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}},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{(: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}})
+    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, N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(scatter!)),Any,typeof(scatter!),Any})
+    Base.precompile(Tuple{Core.kwftype(typeof(test_examples)),NamedTuple{(:skip, :disp), Tuple{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{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{: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{: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_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.warn_on_recipe_aliases!),Plot{GRBackend},DefaultsDict,Symbol,Any})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plot{GRBackend},Dict{Symbol, Any},Symbol,Any})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plot{PlotlyBackend},DefaultsDict,Symbol,Any})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plot{PlotlyBackend},Dict{Symbol, Any},Symbol,Any})
+    Base.precompile(Tuple{typeof(_bin_centers),StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}})
+    Base.precompile(Tuple{typeof(_cbar_unique),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),Base.OneTo{Int64},Vector{Int64}})
+    Base.precompile(Tuple{typeof(_cycle),Vector{Float64},StepRange{Int64, 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}})
+    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(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}},Vector{Float64},Tuple{Int64, Float64}})
+    Base.precompile(Tuple{typeof(create_grid),Expr})
+    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(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),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})
+    Base.precompile(Tuple{typeof(get_ticks),Symbol,Vector{Float64},Vector{Any},Tuple{Int64, Int64},Vararg{Any, N} where N})
+    Base.precompile(Tuple{typeof(get_ticks),UnitRange{Int64},Vector{Float64},Vector{Any},Tuple{Float64, Float64},Vararg{Any, N} where N})
+    Base.precompile(Tuple{typeof(get_xy),OHLC{Float64},Int64,Float64})
+    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_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,Int64,Float64,Tuple{Float64, Float64},Int64,Float64,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_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_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_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_set_gradient),PlotUtils.ContinuousColorGradient})
+    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(ignorenan_minimum),Vector{Int64}})
+    Base.precompile(Tuple{typeof(isvertical),Dict{Symbol, Any}})
+    Base.precompile(Tuple{typeof(layout_args),Int64})
+    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})
+    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),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{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},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(processMinorGridArg!),Dict{Symbol, Any},Bool,Symbol})
+    Base.precompile(Tuple{typeof(process_annotation),Subplot{GRBackend},Int64,Float64,PlotText})
+    Base.precompile(Tuple{typeof(process_annotation),Subplot{PlotlyBackend},Int64,Float64,PlotText})
+    Base.precompile(Tuple{typeof(process_axis_arg!),Dict{Symbol, Any},StepRange{Int64, Int64},Symbol})
+    Base.precompile(Tuple{typeof(process_axis_arg!),Dict{Symbol, Any},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(push!),Plot{GRBackend},Float64,Vector{Float64}})
+    Base.precompile(Tuple{typeof(resetfontsizes)})
+    Base.precompile(Tuple{typeof(scalefontsizes),Float64})
+    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{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(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(text),String,Int64,Symbol,Vararg{Symbol, N} where N})
+    Base.precompile(Tuple{typeof(text),String,Symbol,Int64,Vararg{Any, N} where N})
+    Base.precompile(Tuple{typeof(title!),AbstractString})
+    Base.precompile(Tuple{typeof(unzip),Vector{GeometryBasics.Point2{Float64}}})
+    Base.precompile(Tuple{typeof(vline!),Any})
+    Base.precompile(Tuple{typeof(xgrid!),Plot{GRBackend},Symbol,Vararg{Any, N} where N})
+    Base.precompile(Tuple{typeof(xlims),Subplot{PlotlyBackend}})
+    isdefined(Plots, Symbol("#add_major_or_minor_segments#126")) && Base.precompile(Tuple{getfield(Plots, Symbol("#add_major_or_minor_segments#126")),Vector{Float64},Bool,Segments{Tuple{Float64, Float64}},Float64,Bool})
+    isdefined(Plots, Symbol("#add_major_or_minor_segments#127")) && Base.precompile(Tuple{getfield(Plots, Symbol("#add_major_or_minor_segments#127")),Vector{Float64},Bool,Segments{Tuple{Float64, Float64, Float64}},Float64,Bool})
+    let fbody = try __lookup_kwbody__(which(plot!, (Any,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(plot!),Any,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(plot!, (Any,Vararg{Any, N} where N,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(plot!),Any,Vararg{Any, N} where N,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(plot, (Any,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(plot),Any,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(plot, (Any,Vararg{Any, N} where N,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(plot),Any,Vararg{Any, N} where N,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(text, (String,Int64,Vararg{Any, N} where N,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Base.Iterators.Pairs{Union{}, Union{}, Tuple{}, NamedTuple{(), Tuple{}}},typeof(text),String,Int64,Vararg{Any, N} where N,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(text, (String,Symbol,Vararg{Any, N} where N,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Base.Iterators.Pairs{Union{}, Union{}, Tuple{}, NamedTuple{(), Tuple{}}},typeof(text),String,Symbol,Vararg{Any, N} where N,))
+        end
+    end
+    let fbody = try __lookup_kwbody__(which(title!, (AbstractString,))) catch missing end
+        if !ismissing(fbody)
+            precompile(fbody, (Any,typeof(title!),AbstractString,))
+        end
+    end
+end

deps/SnoopCompile/precompile_script.jl

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

deps/SnoopCompile/snoop_bench.jl

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

deps/SnoopCompile/snoop_bot.jl

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

deps/build.jl

@@ -1,18 +0,0 @@
-
-#TODO: download https://cdn.plot.ly/plotly-1.54.2.min.js to deps/ if it doesn't exist
-file_path = ""
-if get(ENV, "PLOTS_HOST_DEPENDENCY_LOCAL", "false") == "true"
-    global file_path
-    local_fn = joinpath(dirname(@__FILE__), "plotly-1.54.2.min.js")
-    if !isfile(local_fn)
-        @info("Cannot find deps/plotly-1.54.2.min.js... downloading latest version.")
-        download("https://cdn.plot.ly/plotly-1.54.2.min.js", local_fn)
-        isfile(local_fn) && (file_path = local_fn)
-    else
-        file_path = local_fn
-    end
-end
-
-open("deps.jl", "w") do io
-    println(io, "const plotly_local_file_path = $(repr(file_path))")
-end

deps/generateprecompiles.jl

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

src/Plots.jl

@@ -8,9 +8,9 @@ const _current_plots_version = VersionNumber(split(first(filter(line -> occursin
 
 using Reexport
 
-import GeometryTypes, GeometryBasics
+import GeometryBasics
 using Dates, Printf, Statistics, Base64, LinearAlgebra, Random
-import SparseArrays: AbstractSparseMatrix, findnz
+using SparseArrays
 
 using FFMPEG
 
@@ -25,17 +25,6 @@ import JSON
 
 using Requires
 
-if isfile(joinpath(@__DIR__, "..", "deps", "deps.jl"))
-    include(joinpath(@__DIR__, "..", "deps", "deps.jl"))
-else
-    # This is a bit dirty, but I don't really see why anyone should be forced
-    # to build Plots, while it will just include exactly the below line
-    # as long as `ENV["PLOTS_HOST_DEPENDENCY_LOCAL"] = "true"` is not set.
-    # If the above env is set + `plotly_local_file_path == ""``,
-    # it will warn in the __init__ function to run build
-    const plotly_local_file_path = ""
-end
-
 export
     grid,
     bbox,
@@ -165,6 +154,12 @@ const BBox = Measures.Absolute2DBox
 # allow pixels and percentages
 const px = AbsoluteLength(0.254)
 const pct = Length{:pct, Float64}(1.0)
+
+Base.:*(m1::AbsoluteLength, m2::Length{:pct}) = AbsoluteLength(m1.value * m2.value)
+Base.:*(m1::Length{:pct}, m2::AbsoluteLength) = AbsoluteLength(m2.value * m1.value)
+Base.:/(m1::AbsoluteLength, m2::Length{:pct}) = AbsoluteLength(m1.value / m2.value)
+Base.:/(m1::Length{:pct}, m2::AbsoluteLength) = AbsoluteLength(m2.value / m1.value)
+
 export BBox, BoundingBox, mm, cm, inch, px, pct, pt, w, h
 end
 
@@ -192,11 +187,16 @@ import RecipesPipeline: SliceIt,
     datetimeformatter,
     timeformatter
 
+# Use fixed version of Plotly instead of the latest one for stable dependency
+# Ref: https://github.com/JuliaPlots/Plots.jl/pull/2779
+const _plotly_min_js_filename = "plotly-1.57.1.min.js"
+
 include("types.jl")
 include("utils.jl")
-include("components.jl")
+include("colorbars.jl")
 include("axes.jl")
 include("args.jl")
+include("components.jl")
 include("themes.jl")
 include("plot.jl")
 include("pipeline.jl")
@@ -212,6 +212,7 @@ include("output.jl")
 include("ijulia.jl")
 include("fileio.jl")
 include("init.jl")
+include("legend.jl")
 
 include("backends/plotly.jl")
 include("backends/gr.jl")
@@ -229,8 +230,8 @@ let PlotOrSubplot = Union{Plot, Subplot}
     global xlims!(plt::PlotOrSubplot, xmin::Real, xmax::Real; kw...)             = plot!(plt; xlims = (xmin,xmax), kw...)
     global ylims!(plt::PlotOrSubplot, ymin::Real, ymax::Real; kw...)             = plot!(plt; ylims = (ymin,ymax), kw...)
     global zlims!(plt::PlotOrSubplot, zmin::Real, zmax::Real; kw...)             = plot!(plt; zlims = (zmin,zmax), kw...)
-    global xticks!(plt::PlotOrSubplot, ticks::TicksArgs; kw...) where {T<:Real}           = plot!(plt; xticks = ticks, kw...)
-    global yticks!(plt::PlotOrSubplot, ticks::TicksArgs; kw...) where {T<:Real}           = plot!(plt; yticks = ticks, kw...)
+    global xticks!(plt::PlotOrSubplot, ticks::TicksArgs; kw...)             = plot!(plt; xticks = ticks, kw...)
+    global yticks!(plt::PlotOrSubplot, ticks::TicksArgs; kw...)             = plot!(plt; yticks = ticks, kw...)
     global xticks!(plt::PlotOrSubplot,
    ticks::AVec{T}, labels::AVec{S}; kw...) where {T<:Real,S<:AbstractString}     = plot!(plt; xticks = (ticks,labels), kw...)
     global yticks!(plt::PlotOrSubplot,
@@ -250,7 +251,6 @@ end
 
 const CURRENT_BACKEND = CurrentBackend(:none)
 
-include("precompile.jl")
-_precompile_()
+include("precompile_includer.jl")
 
 end # module

src/animation.jl

@@ -90,15 +90,15 @@ function buildanimation(anim::Animation, fn::AbstractString,
         if variable_palette
             # generate a colorpalette for each frame for highest quality, but larger filesize
             palette="palettegen=stats_mode=single[pal],[0:v][pal]paletteuse=new=1"
-            ffmpeg_exe(`-v $verbose_level -framerate $framerate -loop $loop -i $(animdir)/%06d.png -lavfi "$palette" -y $fn`)
+            ffmpeg_exe(`-v $verbose_level -framerate $framerate -i $(animdir)/%06d.png -lavfi "$palette" -loop $loop -y $fn`)
         else
             # generate a colorpalette first so ffmpeg does not have to guess it
             ffmpeg_exe(`-v $verbose_level -i $(animdir)/%06d.png -vf "palettegen=stats_mode=diff" -y "$(animdir)/palette.bmp"`)
             # then apply the palette to get better results
-            ffmpeg_exe(`-v $verbose_level -framerate $framerate -loop $loop -i $(animdir)/%06d.png -i "$(animdir)/palette.bmp" -lavfi "paletteuse=dither=sierra2_4a" -y $fn`)
+            ffmpeg_exe(`-v $verbose_level -framerate $framerate -i $(animdir)/%06d.png -i "$(animdir)/palette.bmp" -lavfi "paletteuse=dither=sierra2_4a" -loop $loop -y $fn`)
         end
     else
-        ffmpeg_exe(`-v $verbose_level -framerate $framerate -loop $loop -i $(animdir)/%06d.png -pix_fmt yuv420p -y $fn`)
+        ffmpeg_exe(`-v $verbose_level -framerate $framerate -i $(animdir)/%06d.png -vf format=yuv420p -loop $loop -y $fn`)
     end
 
     show_msg && @info("Saved animation to ", fn)
@@ -137,8 +137,8 @@ end
 # -----------------------------------------------
 
 function _animate(forloop::Expr, args...; callgif = false)
-  if forloop.head != :for
-    error("@animate macro expects a for-block. got: $(forloop.head)")
+  if forloop.head ∉ (:for, :while)
+    error("@animate macro expects a for- or while-block. got: $(forloop.head)")
   end
 
   # add the call to frame to the end of each iteration

src/arg_desc.jl

@@ -2,164 +2,185 @@
 const _arg_desc = KW(
 
 # series args
-:label 			=> "String type. The label for a series, which appears in a legend.  If empty, no legend entry is added.",
-:seriescolor 		=> "Color Type. The base color for this series.  `:auto` (the default) will select a color from the subplot's `color_palette`, based on the order it was added to the subplot",
-:seriesalpha 		=> "Number in [0,1]. The alpha/opacity override for the series.  `nothing` (the default) means it will take the alpha value of the color.",
-:seriestype 		=> "Symbol. This is the identifier of the type of visualization for this series. Choose from $(_allTypes) or any series recipes which are defined.",
-:linestyle 			=> "Symbol. Style of the line (for path and bar stroke).  Choose from $(_allStyles)",
-:linewidth         	=> "Number. Width of the line (in pixels)",
-:linecolor         	=> "Color Type. Color of the line (for path and bar stroke).  `:match` will take the value from `:seriescolor`, (though histogram/bar types use `:black` as a default).",
-:linealpha         	=> "Number in [0,1]. The alpha/opacity override for the line.  `nothing` (the default) means it will take the alpha value of linecolor.",
-:fillrange         	=> "Number or AbstractVector.  Fills area between fillrange and y for line-types, sets the base for bar/stick types, and similar for other types.",
-:fillcolor         	=> "Color Type. Color of the filled area of path or bar types.  `:match` will take the value from `:seriescolor`.",
-:fillalpha         	=> "Number in [0,1]. The alpha/opacity override for the fill area.  `nothing` (the default) means it will take the alpha value of fillcolor.",
-:markershape       	=> "Symbol, Shape, or AbstractVector. Choose from $(_allMarkers).",
-:markercolor       	=> "Color Type. Color of the interior of the marker or shape. `:match` will take the value from `:seriescolor`.",
-:markeralpha       	=> "Number in [0,1]. The alpha/opacity override for the marker interior.  `nothing` (the default) means it will take the alpha value of markercolor.",
-:markersize        	=> "Number or AbstractVector. Size (radius pixels) of the markers.",
-:markerstrokestyle 	=> "Symbol. Style of the marker stroke (border).  Choose from $(_allStyles)",
-:markerstrokewidth 	=> "Number. Width of the marker stroke (border. in pixels)",
-:markerstrokecolor 	=> "Color Type. Color of the marker stroke (border).  `:match` will take the value from `:foreground_color_subplot`.",
-:markerstrokealpha 	=> "Number in [0,1]. The alpha/opacity override for the marker stroke (border).  `nothing` (the default) means it will take the alpha value of markerstrokecolor.",
-:bins              	=> "Integer, NTuple{2,Integer}, AbstractVector or Symbol. Default is :auto (the Freedman-Diaconis rule). For histogram-types, defines the approximate number of bins to aim for, or the auto-binning algorithm to use (:sturges, :sqrt, :rice, :scott or :fd). For fine-grained control pass a Vector of break values, e.g. `range(minimum(x), stop = maximum(x), length = 25)`",
-:smooth            	=> "Bool.  Add a regression line?",
-:group             	=> "AbstractVector. Data is split into a separate series, one for each unique value in `group`.",
-:x                 	=> "Various. Input data. First Dimension",
-:y                 	=> "Various. Input data. Second Dimension",
-:z                 	=> "Various. Input data. Third Dimension. May be wrapped by a `Surface` for surface and heatmap types.",
-:marker_z          	=> "AbstractVector, Function `f(x,y,z) -> z_value`, or Function `f(x,y) -> z_value`, or nothing. z-values for each series data point, which correspond to the color to be used from a markercolor gradient.",
-: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, NTuple{2,Integer}, or AbstractVector. Levels or number of levels (or x-levels/y-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).",
-: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)?",
-:xerror                 => "AbstractVector or 2-Tuple of Vectors. x (horizontal) error relative to x-value.  If 2-tuple of vectors, the first vector corresponds to the left error (and the second to the right)",
-:yerror            	=> "AbstractVector or 2-Tuple of Vectors. y (vertical) error relative to y-value.  If 2-tuple of vectors, the first vector corresponds to the bottom error (and the second to the top)",
-:ribbon            	=> "Number or AbstractVector.  Creates a fillrange around the data points.",
-:quiver            	=> "AbstractVector or 2-Tuple of vectors.  The directional vectors U,V which specify velocity/gradient vectors for a quiver plot.",
-:arrow             	=> "nothing (no arrows), Bool (if true, default arrows), Arrow object, or arg(s) that could be style or head length/widths.  Defines arrowheads that should be displayed at the end of path line segments (just before a NaN and the last non-NaN point).  Used in quiverplot, streamplot, or similar.",
-:normalize         	=> "Bool or Symbol. Histogram normalization mode. Possible values are: false/:none (no normalization, default), true/:pdf (normalize to a discrete Probability Density Function, where the total area of the bins is 1), :probability (bin heights sum to 1) and :density (the area of each bin, rather than the height, is equal to the counts - useful for uneven bin sizes).",
-:weights           	=> "AbstractVector. Used in histogram types for weighted counts.",
-:show_empty_bins    => "Bool. Whether empty bins in a 2D histogram are colored as 0 (true), or transparent (the default).",
-:contours          	=> "Bool. Add contours to the side-grids of 3D plots?  Used in surface/wireframe.",
-:contour_labels         => "Bool. Show labels at the contour lines?",
-:match_dimensions  	=> "Bool. For heatmap types... should the first dimension of a matrix (rows) correspond to the first dimension of the plot (x-axis)?  The default is false, which matches the behavior of Matplotlib, Plotly, and others.  Note: when passing a function for z, the function should still map `(x,y) -> z`.",
-:subplot           	=> "Integer (subplot index) or Subplot object.  The subplot that this series belongs to.",
-:series_annotations     => "AbstractVector of String or PlotText.  These are annotations which are mapped to data points/positions.",
-: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.",
+:label                       => "String type. The label for a series, which appears in a legend.  If empty, no legend entry is added.",
+:seriescolor                 => "Color Type. The base color for this series.  `:auto` (the default) will select a color from the subplot's `color_palette`, based on the order it was added to the subplot",
+:seriesalpha                 => "Number in [0,1]. The alpha/opacity override for the series.  `nothing` (the default) means it will take the alpha value of the color.",
+:seriestype                  => "Symbol. This is the identifier of the type of visualization for this series. Choose from $(_allTypes) or any series recipes which are defined.",
+:linestyle                   => "Symbol. Style of the line (for path and bar stroke).  Choose from $(_allStyles)",
+:linewidth                   => "Number. Width of the line (in pixels)",
+:linecolor                   => "Color Type. Color of the line (for path and bar stroke).  `:match` will take the value from `:seriescolor`, (though histogram/bar types use `:black` as a default).",
+:linealpha                   => "Number in [0,1]. The alpha/opacity override for the line.  `nothing` (the default) means it will take the alpha value of linecolor.",
+:fillrange                   => "Number or AbstractVector.  Fills area between fillrange and y for line-types, sets the base for bar/stick types, and similar for other types.",
+:fillcolor                   => "Color Type. Color of the filled area of path or bar types.  `:match` will take the value from `:seriescolor`.",
+:fillalpha                   => "Number in [0,1]. The alpha/opacity override for the fill area.  `nothing` (the default) means it will take the alpha value of fillcolor.",
+:markershape                 => "Symbol, Shape, or AbstractVector. Choose from $(_allMarkers).",
+:markercolor                 => "Color Type. Color of the interior of the marker or shape. `:match` will take the value from `:seriescolor`.",
+:markeralpha                 => "Number in [0,1]. The alpha/opacity override for the marker interior.  `nothing` (the default) means it will take the alpha value of markercolor.",
+:markersize                  => "Number or AbstractVector. Size (radius pixels) of the markers.",
+:markerstrokestyle           => "Symbol. Style of the marker stroke (border).  Choose from $(_allStyles)",
+:markerstrokewidth           => "Number. Width of the marker stroke (border. in pixels)",
+:markerstrokecolor           => "Color Type. Color of the marker stroke (border).  `:match` will take the value from `:foreground_color_subplot`.",
+:markerstrokealpha           => "Number in [0,1]. The alpha/opacity override for the marker stroke (border).  `nothing` (the default) means it will take the alpha value of markerstrokecolor.",
+:bins                        => "Integer, NTuple{2,Integer}, AbstractVector or Symbol. Default is :auto (the Freedman-Diaconis rule). For histogram-types, defines the approximate number of bins to aim for, or the auto-binning algorithm to use (:sturges, :sqrt, :rice, :scott or :fd). For fine-grained control pass a Vector of break values, e.g. `range(minimum(x), stop = maximum(x), length = 25)`",
+:smooth                      => "Bool.  Add a regression line?",
+:group                       => "AbstractVector. Data is split into a separate series, one for each unique value in `group`.",
+:x                           => "Various. Input data. First Dimension",
+:y                           => "Various. Input data. Second Dimension",
+:z                           => "Various. Input data. Third Dimension. May be wrapped by a `Surface` for surface and heatmap types.",
+:marker_z                    => "AbstractVector, Function `f(x,y,z) -> z_value`, or Function `f(x,y) -> z_value`, or nothing. z-values for each series data point, which correspond to the color to be used from a markercolor gradient.",
+: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, NTuple{2,Integer}, or AbstractVector. Levels or number of levels (or x-levels/y-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).",
+: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)?",
+:xerror                      => "AbstractVector or 2-Tuple of Vectors. x (horizontal) error relative to x-value.  If 2-tuple of vectors, the first vector corresponds to the left error (and the second to the right)",
+:yerror                      => "AbstractVector or 2-Tuple of Vectors. y (vertical) error relative to y-value.  If 2-tuple of vectors, the first vector corresponds to the bottom error (and the second to the top)",
+:ribbon                      => "Number or AbstractVector.  Creates a fillrange around the data points.",
+:quiver                      => "AbstractVector or 2-Tuple of vectors.  The directional vectors U,V which specify velocity/gradient vectors for a quiver plot.",
+:arrow                       => "nothing (no arrows), Bool (if true, default arrows), Arrow object, or arg(s) that could be style or head length/widths.  Defines arrowheads that should be displayed at the end of path line segments (just before a NaN and the last non-NaN point).  Used in quiverplot, streamplot, or similar.",
+:normalize                   => "Bool or Symbol. Histogram normalization mode. Possible values are: false/:none (no normalization, default), true/:pdf (normalize to a discrete Probability Density Function, where the total area of the bins is 1), :probability (bin heights sum to 1) and :density (the area of each bin, rather than the height, is equal to the counts - useful for uneven bin sizes).",
+:weights                     => "AbstractVector. Used in histogram types for weighted counts.",
+:show_empty_bins             => "Bool. Whether empty bins in a 2D histogram are colored as 0 (true), or transparent (the default).",
+:contours                    => "Bool. Add contours to the side-grids of 3D plots?  Used in surface/wireframe.",
+:contour_labels              => "Bool. Show labels at the contour lines?",
+:match_dimensions            => "Bool. For heatmap types... should the first dimension of a matrix (rows) correspond to the first dimension of the plot (x-axis)?  The default is false, which matches the behavior of Matplotlib, Plotly, and others.  Note: when passing a function for z, the function should still map `(x,y) -> z`.",
+:subplot                     => "Integer (subplot index) or Subplot object.  The subplot that this series belongs to.",
+:series_annotations          => "AbstractVector of String or PlotText.  These are annotations which are mapped to data points/positions.",
+: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.",
 
 # plot args
-:plot_title               => "String. Title for the whole plot (not the subplots) (Note: Not currently implemented)",
-:background_color         => "Color Type.  Base color for all backgrounds.",
-:background_color_outside => "Color Type or `:match` (matches `:background_color`).  Color outside the plot area(s)",
-:foreground_color         => "Color Type.  Base color for all foregrounds.",
-:size                     => "NTuple{2,Int}. (width_px, height_px) of the whole Plot",
-:pos                      => "NTuple{2,Int}. (left_px, top_px) position of the GUI window (note: currently unimplemented)",
-:window_title             => "String. Title of the window.",
-:show                     => "Bool.  Should this command open/refresh a GUI/display?  This allows displaying in scripts or functions without explicitly calling `display`",
-:layout                   => "Integer (number of subplots), NTuple{2,Integer} (grid dimensions), AbstractLayout (for example `grid(2,2)`), or the return from the `@layout` macro.  This builds the layout of subplots.",
-:link                     => "Symbol.  How/whether to link axis limits between subplots. Values: `:none`, `:x` (x axes are linked by columns), `:y` (y axes are linked by rows), `:both` (x and y are linked), `:all` (every subplot is linked together regardless of layout position).",
-:overwrite_figure         => "Bool.  Should we reuse the same GUI window/figure when plotting (true) or open a new one (false).",
-:html_output_format       => "Symbol.  When writing html output, what is the format?  `:png` and `:svg` are currently supported.",
-:tex_output_standalone    => "Bool. When writing tex output, should the source include a preamble for a standalone document class.",
-:inset_subplots           => "nothing or vector of 2-tuple (parent,bbox).  optionally pass a vector of (parent,bbox) tuples which are the parent layout and the relative bounding box of inset subplots",
-:dpi 			  => "Number.  Dots Per Inch of output figures",
-:thickness_scaling        => "Number. Scale for the thickness of all line elements like lines, borders, axes, grid lines, ... defaults to 1.",
-:display_type             => "Symbol (`:auto`, `:gui`, or `:inline`).  When supported, `display` will either open a GUI window or plot inline.",
-:extra_kwargs 	          => "Either one of (`:plot`, `:subplot`, `:series`) to specify for which element extra keyword args are collected or a KW (Dict{Symbol,Any}) to pass a map of extra keyword args which may be specific to a backend. Default: `:series`.\n Example: `pgfplotsx(); scatter(1:5, extra_kwargs=Dict(:subplot=>Dict(\"axis line shift\" => \"10pt\"))`",
-:fontfamily               => "String or Symbol.  Default font family for title, legend entries, tick labels and guides",
-:warn_on_unsupported      => "Bool. Warn on unsupported attributes, series types and marker shapes",
+:plot_title                  => "String. Title for the whole plot (not the subplots) (Note: Not currently implemented)",
+:background_color            => "Color Type.  Base color for all backgrounds.",
+:background_color_outside    => "Color Type or `:match` (matches `:background_color`).  Color outside the plot area(s)",
+:foreground_color            => "Color Type.  Base color for all foregrounds.",
+:size                        => "NTuple{2,Int}. (width_px, height_px) of the whole Plot",
+:pos                         => "NTuple{2,Int}. (left_px, top_px) position of the GUI window (note: currently unimplemented)",
+:window_title                => "String. Title of the standalone gui-window.",
+:show                        => "Bool.  Should this command open/refresh a GUI/display?  This allows displaying in scripts or functions without explicitly calling `display`",
+:layout                      => "Integer (number of subplots), NTuple{2,Integer} (grid dimensions), AbstractLayout (for example `grid(2,2)`), or the return from the `@layout` macro.  This builds the layout of subplots.",
+:link                        => "Symbol.  How/whether to link axis limits between subplots. Values: `:none`, `:x` (x axes are linked by columns), `:y` (y axes are linked by rows), `:both` (x and y are linked), `:all` (every subplot is linked together regardless of layout position).",
+:overwrite_figure            => "Bool.  Should we reuse the same GUI window/figure when plotting (true) or open a new one (false).",
+:html_output_format          => "Symbol.  When writing html output, what is the format?  `:png` and `:svg` are currently supported.",
+:tex_output_standalone       => "Bool. When writing tex output, should the source include a preamble for a standalone document class.",
+:inset_subplots              => "nothing or vector of 2-tuple (parent,bbox).  optionally pass a vector of (parent,bbox) tuples which are the parent layout and the relative bounding box of inset subplots",
+:dpi                         => "Number.  Dots Per Inch of output figures",
+:thickness_scaling           => "Number. Scale for the thickness of all line elements like lines, borders, axes, grid lines, ... defaults to 1.",
+:display_type                => "Symbol (`:auto`, `:gui`, or `:inline`).  When supported, `display` will either open a GUI window or plot inline.",
+:extra_kwargs                => "Either one of (`:plot`, `:subplot`, `:series`) to specify for which element extra keyword args are collected or a KW (Dict{Symbol,Any}) to pass a map of extra keyword args which may be specific to a backend. Default: `:series`.\n Example: `pgfplotsx(); scatter(1:5, extra_kwargs=Dict(:subplot=>Dict(\"axis line shift\" => \"10pt\"))`",
+:fontfamily                  => "String or Symbol.  Default font family for title, legend entries, tick labels and guides",
+:warn_on_unsupported         => "Bool. Warn on unsupported attributes, series types and marker shapes",
 
 # subplot args
-:title                    => "String. Subplot title.",
-:titlelocation           => "Symbol. Position of subplot title. Values: `:left`, `:center`, `:right`",
-:titlefontfamily          => "String or Symbol. Font family of subplot title.",
-:titlefontsize            => "Integer. Font pointsize of subplot title.",
-:titlefonthalign          => "Symbol. Font horizontal alignment of subplot title: :hcenter, :left, :right or :center",
-:titlefontvalign          => "Symbol. Font vertical alignment of subplot title: :vcenter, :top, :bottom or :center",
-: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.",
-: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.",
-:foreground_color_title   => "Color Type or `:match` (matches `:foreground_color_subplot`). Color of subplot title.",
-:color_palette            => "Vector of colors (cycle through) or color gradient (generate list from gradient) or `:auto` (generate a color list using `Colors.distiguishable_colors` and custom seed colors chosen to contrast with the background).  The color palette is a color list from which series colors are automatically chosen.",
-:legend                   => "Bool (show the legend?) or (x,y) tuple or Symbol (legend position). Bottom left corner of legend is placed at (x,y).  Symbol values: `:none`; `:best`; `:inline`; `:inside`; `:legend`; any valid combination of `:(outer ?)(top/bottom ?)(right/left ?)`, i.e.: `:top`, `:topright`, `:outerleft`, `:outerbottomright` ... (note: only some may be supported in each backend)",
-:legendfontfamily         => "String or Symbol. Font family of legend entries.",
-:legendfontsize           => "Integer. Font pointsize of legend entries.",
-:legendfonthalign         => "Symbol. Font horizontal alignment of legend entries: :hcenter, :left, :right or :center",
-: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",
-: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.",
-:legendfont               => "Font. Font of legend items.",
-:legendtitlefont          => "Font. Font of the legend title.",
-:annotations              => "(x,y,text) tuple(s).  Can be a single tuple or a list of them.  Text can be String or PlotText (created with `text(args...)`)  Add one-off text annotations at the x,y coordinates.",
-:projection               => "Symbol or String.  '3d' or 'polar'",
-:aspect_ratio             => "Symbol (:equal) or Number. Plot area is resized so that 1 y-unit is the same size as `aspect_ratio` x-units.",
-:margin                   => "Measure (multiply by `mm`, `px`, etc). Base for individual margins... not directly used.  Specifies the extra padding around subplots.",
-:left_margin              => "Measure (multiply by `mm`, `px`, etc) or `:match` (matches `:margin`).  Specifies the extra padding to the left of the subplot.",
-:top_margin               => "Measure (multiply by `mm`, `px`, etc) or `:match` (matches `:margin`).  Specifies the extra padding on the top of the subplot.",
-:right_margin             => "Measure (multiply by `mm`, `px`, etc) or `:match` (matches `:margin`).  Specifies the extra padding to the right of the subplot.",
-:bottom_margin            => "Measure (multiply by `mm`, `px`, etc) or `:match` (matches `:margin`).  Specifies the extra padding on the bottom of the subplot.",
-:subplot_index            => "Integer.  Internal (not set by user).  Specifies the index of this subplot in the Plot's `plt.subplot` list.",
-:colorbar_title           => "String.  Title of colorbar.",
-:framestyle               => "Symbol.  Style of the axes frame. Choose from $(_allFramestyles)",
-:camera                   => "NTuple{2, Real}. Sets the view angle (azimuthal, elevation) for 3D plots",
+:title                       => "String. Subplot title.",
+:titlelocation               => "Symbol. Position of subplot title. Values: `:left`, `:center`, `:right`",
+:titlefontfamily             => "String or Symbol. Font family of subplot title.",
+:titlefontsize               => "Integer. Font pointsize of subplot title.",
+:titlefonthalign             => "Symbol. Font horizontal alignment of subplot title: :hcenter, :left, :right or :center",
+:titlefontvalign             => "Symbol. Font vertical alignment of subplot title: :vcenter, :top, :bottom or :center",
+: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.",
+: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.",
+: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",
+: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.",
+:colorbar_ticks              => "Vector of numbers (set the tick values), Tuple of (tickvalues, ticklabels), or `:auto`",
+:colorbar_tickfontfamily     => "String or Symbol. Font family of colorbar tick labels.",
+:colorbar_tickfontsize       => "Integer. Font pointsize of colorbar tick entries.",
+: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.",
+: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.",
+:annotationhalign            => "Symbol. horizontal alignment of annotations, :hcenter, :left, :right or :center.",
+:annotationvalign            => "Symbol. Vertical alignment of annotations, :vcenter, :top, :bottom or :center.",
+:annotationrotation          => "Float. Rotation of annotations in degrees.",
+:annotationcolor             => "Colorant or :match. Color of annotations.",
+:projection                  => "Symbol or String.  '3d' or 'polar'",
+:aspect_ratio                => "Symbol (:equal or :none) or Number. Plot area is resized so that 1 y-unit is the same size as `aspect_ratio` x-units. With `:none`, images inherit aspect ratio of the plot area.",
+:margin                      => "Measure (multiply by `mm`, `px`, etc). Base for individual margins... not directly used.  Specifies the extra padding around subplots.",
+:left_margin                 => "Measure (multiply by `mm`, `px`, etc) or `:match` (matches `:margin`).  Specifies the extra padding to the left of the subplot.",
+:top_margin                  => "Measure (multiply by `mm`, `px`, etc) or `:match` (matches `:margin`).  Specifies the extra padding on the top of the subplot.",
+:right_margin                => "Measure (multiply by `mm`, `px`, etc) or `:match` (matches `:margin`).  Specifies the extra padding to the right of the subplot.",
+:bottom_margin               => "Measure (multiply by `mm`, `px`, etc) or `:match` (matches `:margin`).  Specifies the extra padding on the bottom of the subplot.",
+:subplot_index               => "Integer.  Internal (not set by user).  Specifies the index of this subplot in the Plot's `plt.subplot` list.",
+:colorbar_title              => "String.  Title of colorbar.",
+:framestyle                  => "Symbol.  Style of the axes frame. Choose from $(_allFramestyles)",
+:camera                      => "NTuple{2, Real}. Sets the view angle (azimuthal, elevation) for 3D plots",
 
 # axis args
-:guide     		  => "String. Axis guide (label).",
-:guide_position		  => "Symbol. Position of axis guides: :top, :bottom, :left or :right",
-:lims      		  => "NTuple{2,Number} or Symbol. Force axis limits.  Only finite values are used (you can set only the right limit with `xlims = (-Inf, 2)` for example). `:round` widens the limit to the nearest round number ie. [0.1,3.6]=>[0.0,4.0]",
-:ticks     		  => "Vector of numbers (set the tick values), Tuple of (tickvalues, ticklabels), or `:auto`",
-:scale     		  => "Symbol. Scale of the axis: `:none`, `:ln`, `:log2`, `:log10`",
-:rotation  		  => "Number. Degrees rotation of tick labels.",
-:flip      		  => "Bool.  Should we flip (reverse) the axis?",
-:formatter                => "Function, :scientific, :plain or :auto. A method which converts a number to a string for tick labeling.",
-:tickfontfamily           => "String or Symbol. Font family of tick labels.",
-:tickfontsize             => "Integer. Font pointsize of tick labels.",
-:tickfonthalign           => "Symbol. Font horizontal alignment of tick labels: :hcenter, :left, :right or :center",
-:tickfontvalign           => "Symbol. Font vertical alignment of tick labels: :vcenter, :top, :bottom or :center",
-:tickfontrotation         => "Real. Font rotation of tick labels",
-:tickfontcolor            => "Color Type. Font color of tick labels",
-:guidefontfamily          => "String or Symbol. Font family of axes guides.",
-:guidefontsize            => "Integer. Font pointsize of axes guides.",
-:guidefonthalign          => "Symbol. Font horizontal alignment of axes guides: :hcenter, :left, :right or :center",
-:guidefontvalign          => "Symbol. Font vertical alignment of axes guides: :vcenter, :top, :bottom or :center",
-:guidefontrotation        => "Real. Font rotation of axes guides",
-:guidefontcolor           => "Color Type. Font color of axes guides",
-:foreground_color_axis    => "Color Type or `:match` (matches `:foreground_color_subplot`). Color of axis ticks.",
-:foreground_color_border  => "Color Type or `:match` (matches `:foreground_color_subplot`). Color of plot area border (spines).",
-:foreground_color_text    => "Color Type or `:match` (matches `:foreground_color_subplot`). Color of tick labels.",
-:foreground_color_guide   => "Color Type or `:match` (matches `:foreground_color_subplot`). Color of axis guides (axis labels).",
-:mirror                   => "Bool.  Switch the side of the tick labels (right or top).",
-:grid                     => "Bool, Symbol, String or `nothing`. Show the grid lines? `true`, `false`, `:show`, `:hide`, `:yes`, `:no`, `:x`, `:y`, `:z`, `:xy`, ..., `:all`, `:none`, `:off`",
-:foreground_color_grid    => "Color Type or `:match` (matches `:foreground_color_subplot`). Color of grid lines.",
-:gridalpha                => "Number in [0,1]. The alpha/opacity override for the grid lines.",
-:gridstyle                => "Symbol. Style of the grid lines. Choose from $(_allStyles)",
-:gridlinewidth            => "Number. Width of the grid lines (in pixels)",
+:guide                       => "String. Axis guide (label).",
+:guide_position              => "Symbol. Position of axis guides: :top, :bottom, :left or :right",
+:lims                        => """
+                                NTuple{2,Number} or Symbol. Force axis limits. Only finite values are used (you can set only the right limit with `xlims = (-Inf, 2)` for example).
+                                `:round` widens the limit to the nearest round number ie. [0.1,3.6]=>[0.0,4.0]
+                                `:symmetric` sets the limits to be symmetric around zero.
+                                Set widen=true to widen the specified limits (as occurs when lims are not specified).
+                                """,
+:ticks                       => "Vector of numbers (set the tick values), Tuple of (tickvalues, ticklabels), or `:auto`",
+:scale                       => "Symbol. Scale of the axis: `:none`, `:ln`, `:log2`, `:log10`",
+:rotation                    => "Number. Degrees rotation of tick labels.",
+:flip                        => "Bool.  Should we flip (reverse) the axis?",
+:formatter                   => "Function, :scientific, :plain or :auto. A method which converts a number to a string for tick labeling.",
+:tickfontfamily              => "String or Symbol. Font family of tick labels.",
+:tickfontsize                => "Integer. Font pointsize of tick labels.",
+:tickfonthalign              => "Symbol. Font horizontal alignment of tick labels: :hcenter, :left, :right or :center",
+:tickfontvalign              => "Symbol. Font vertical alignment of tick labels: :vcenter, :top, :bottom or :center",
+:tickfontrotation            => "Real. Font rotation of tick labels",
+:tickfontcolor               => "Color Type. Font color of tick labels",
+:guidefontfamily             => "String or Symbol. Font family of axes guides.",
+:guidefontsize               => "Integer. Font pointsize of axes guides.",
+:guidefonthalign             => "Symbol. Font horizontal alignment of axes guides: :hcenter, :left, :right or :center",
+:guidefontvalign             => "Symbol. Font vertical alignment of axes guides: :vcenter, :top, :bottom or :center",
+:guidefontrotation           => "Real. Font rotation of axes guides",
+:guidefontcolor              => "Color Type. Font color of axes guides",
+:foreground_color_axis       => "Color Type or `:match` (matches `:foreground_color_subplot`). Color of axis ticks.",
+:foreground_color_border     => "Color Type or `:match` (matches `:foreground_color_subplot`). Color of plot area border (spines).",
+:foreground_color_text       => "Color Type or `:match` (matches `:foreground_color_subplot`). Color of tick labels.",
+:foreground_color_guide      => "Color Type or `:match` (matches `:foreground_color_subplot`). Color of axis guides (axis labels).",
+:mirror                      => "Bool.  Switch the side of the tick labels (right or top).",
+:grid                        => "Bool, Symbol, String or `nothing`. Show the grid lines? `true`, `false`, `:show`, `:hide`, `:yes`, `:no`, `:x`, `:y`, `:z`, `:xy`, ..., `:all`, `:none`, `:off`",
+:foreground_color_grid       => "Color Type or `:match` (matches `:foreground_color_subplot`). Color of grid lines.",
+:gridalpha                   => "Number in [0,1]. The alpha/opacity override for the grid lines.",
+:gridstyle                   => "Symbol. Style of the grid lines. Choose from $(_allStyles)",
+:gridlinewidth               => "Number. Width of the grid lines (in pixels)",
 :foreground_color_minor_grid => "Color Type or `:match` (matches `:foreground_color_subplot`). Color of minor grid lines.",
-:minorgrid                => "Bool. Adds minor grid lines and ticks to the plot. Set minorticks to change number of gridlines",
-:minorticks               => "Integer. Intervals to divide the gap between major ticks into",
-:minorgridalpha           => "Number in [0,1]. The alpha/opacity override for the minorgrid lines.",
-:minorgridstyle           => "Symbol. Style of the minor grid lines. Choose from $(_allStyles)",
-:minorgridlinewidth       => "Number. Width of the minor grid lines (in pixels)",
-:tick_direction           => "Symbol.  Direction of the ticks. `:in` or `:out`",
-:showaxis                 => "Bool, Symbol or String.  Show the axis. `true`, `false`, `:show`, `:hide`, `:yes`, `:no`, `:x`, `:y`, `:z`, `:xy`, ..., `:all`, `:off`",
-:widen                    => "Bool. Widen the axis limits by a small factor to avoid cut-off markers and lines at the borders. Defaults to `true`.",
-:draw_arrow               => "Bool. Draw arrow at the end of the axis.",
+:minorgrid                   => "Bool. Adds minor grid lines and ticks to the plot. Set minorticks to change number of gridlines",
+:minorticks                  => "Integer. Intervals to divide the gap between major ticks into",
+:minorgridalpha              => "Number in [0,1]. The alpha/opacity override for the minorgrid lines.",
+:minorgridstyle              => "Symbol. Style of the minor grid lines. Choose from $(_allStyles)",
+:minorgridlinewidth          => "Number. Width of the minor grid lines (in pixels)",
+:tick_direction              => "Symbol.  Direction of the ticks. `:in`, `:out` or `:none`",
+:showaxis                    => "Bool, Symbol or String.  Show the axis. `true`, `false`, `:show`, `:hide`, `:yes`, `:no`, `:x`, `:y`, `:z`, `:xy`, ..., `:all`, `:off`",
+:widen                       => """
+                                Bool or :auto. Widen the axis limits by a small factor to avoid cut-off markers and lines at the borders.
+                                Defaults to `:auto`, which widens unless limits were manually set.
+                                """,
+:draw_arrow                  => "Bool. Draw arrow at the end of the axis.",
 )

src/args.jl

@@ -1,33 +1,46 @@
+function makeplural(s::Symbol)
+    str = string(s)
+    if last(str) != 's'
+        return Symbol(string(s,"s"))
+    end
+    return s
+end
 
+function make_non_underscore(s::Symbol)
+    str = string(s)
+    str = replace(str, "_" => "")
+    return Symbol(str)
+end
 
 const _keyAliases = Dict{Symbol,Symbol}()
 
 function add_aliases(sym::Symbol, aliases::Symbol...)
     for alias in aliases
-        if haskey(_keyAliases, alias)
-            error("Already an alias $alias => $(_keyAliases[alias])... can't also alias $sym")
+        if haskey(_keyAliases, alias) || alias === sym
+            return nothing
         end
         _keyAliases[alias] = sym
     end
+    return nothing
 end
 
 function add_non_underscore_aliases!(aliases::Dict{Symbol,Symbol})
     for (k,v) in aliases
         s = string(k)
         if '_' in s
-            aliases[Symbol(replace(s, "_" => ""))] = v
+            aliases[make_non_underscore(k)] = v
         end
     end
 end
 
-function add_non_underscore_aliases!(aliases::Dict{Symbol,Symbol}, args::Vector{Symbol}) 
-    for arg in args 
-        s = string(arg) 
-        if '_' in s 
-            aliases[Symbol(replace(s, "_" => ""))] = arg 
-        end 
-    end 
-end 
+function add_non_underscore_aliases!(aliases::Dict{Symbol,Symbol}, args::Vector{Symbol})
+    for arg in args
+        s = string(arg)
+        if '_' in s
+            aliases[make_non_underscore(arg)] = arg
+        end
+    end
+end
 # ------------------------------------------------------------
 
 const _allAxes = [:auto, :left, :right]
@@ -38,10 +51,10 @@ const _axesAliases = Dict{Symbol,Symbol}(
 )
 
 const _3dTypes = [
-    :path3d, :scatter3d, :surface, :wireframe, :contour3d, :volume
+    :path3d, :scatter3d, :surface, :wireframe, :contour3d, :volume, :mesh3d
 ]
 const _allTypes = vcat([
-    :none, :line, :path, :steppre, :steppost, :sticks, :scatter,
+    :none, :line, :path, :steppre, :stepmid, :steppost, :sticks, :scatter,
     :heatmap, :hexbin, :barbins, :barhist, :histogram, :scatterbins,
     :scatterhist, :stepbins, :stephist, :bins2d, :histogram2d, :histogram3d,
     :density, :bar, :hline, :vline,
@@ -88,7 +101,7 @@ const _typeAliases = Dict{Symbol,Symbol}(
 add_non_underscore_aliases!(_typeAliases)
 
 const _histogram_like = [:histogram, :barhist, :barbins]
-const _line_like = [:line, :path, :steppre, :steppost]
+const _line_like = [:line, :path, :steppre, :stepmid, :steppost]
 const _surface_like = [:contour, :contourf, :contour3d, :heatmap, :surface, :wireframe, :image]
 
 like_histogram(seriestype::Symbol) = seriestype in _histogram_like
@@ -111,56 +124,81 @@ const _styleAliases = Dict{Symbol,Symbol}(
     :ddd  => :dashdotdot,
 )
 
+const _shape_keys = Symbol[
+  :circle,
+  :rect,
+  :star5,
+  :diamond,
+  :hexagon,
+  :cross,
+  :xcross,
+  :utriangle,
+  :dtriangle,
+  :rtriangle,
+  :ltriangle,
+  :pentagon,
+  :heptagon,
+  :octagon,
+  :star4,
+  :star6,
+  :star7,
+  :star8,
+  :vline,
+  :hline,
+  :+,
+  :x,
+]
+
 const _allMarkers = vcat(:none, :auto, _shape_keys) #sort(collect(keys(_shapes))))
 const _markerAliases = Dict{Symbol,Symbol}(
-    :n            => :none,
-    :no           => :none,
-    :a            => :auto,
-    :ellipse      => :circle,
-    :c            => :circle,
-    :circ         => :circle,
-    :square       => :rect,
-    :sq           => :rect,
-    :r            => :rect,
-    :d            => :diamond,
-    :^            => :utriangle,
-    :ut           => :utriangle,
-    :utri         => :utriangle,
-    :uptri        => :utriangle,
-    :uptriangle   => :utriangle,
-    :v            => :dtriangle,
-    :V            => :dtriangle,
-    :dt           => :dtriangle,
-    :dtri         => :dtriangle,
-    :downtri      => :dtriangle,
-    :downtriangle => :dtriangle,
-    :>            => :rtriangle,
-    :rt           => :rtriangle,
-    :rtri         => :rtriangle,
+    :n             => :none,
+    :no            => :none,
+    :a             => :auto,
+    :ellipse       => :circle,
+    :c             => :circle,
+    :circ          => :circle,
+    :square        => :rect,
+    :sq            => :rect,
+    :r             => :rect,
+    :d             => :diamond,
+    :^             => :utriangle,
+    :ut            => :utriangle,
+    :utri          => :utriangle,
+    :uptri         => :utriangle,
+    :uptriangle    => :utriangle,
+    :v             => :dtriangle,
+    :V             => :dtriangle,
+    :dt            => :dtriangle,
+    :dtri          => :dtriangle,
+    :downtri       => :dtriangle,
+    :downtriangle  => :dtriangle,
+    :>             => :rtriangle,
+    :rt            => :rtriangle,
+    :rtri          => :rtriangle,
     :righttri      => :rtriangle,
     :righttriangle => :rtriangle,
-    :<            => :ltriangle,
-    :lt           => :ltriangle,
-    :ltri         => :ltriangle,
+    :<             => :ltriangle,
+    :lt            => :ltriangle,
+    :ltri          => :ltriangle,
     :lighttri      => :ltriangle,
     :lighttriangle => :ltriangle,
-    # :+            => :cross,
-    :plus         => :cross,
-    # :x            => :xcross,
-    :X            => :xcross,
-    :star         => :star5,
-    :s            => :star5,
-    :star1        => :star5,
-    :s2           => :star8,
-    :star2        => :star8,
-    :p            => :pentagon,
-    :pent         => :pentagon,
-    :h            => :hexagon,
-    :hex          => :hexagon,
-    :hep          => :heptagon,
-    :o            => :octagon,
-    :oct          => :octagon,
-    :spike        => :vline,
+    # :+           => :cross,
+    :plus          => :cross,
+    # :x           => :xcross,
+    :X             => :xcross,
+    :star          => :star5,
+    :s             => :star5,
+    :star1         => :star5,
+    :s2            => :star8,
+    :star2         => :star8,
+    :p             => :pentagon,
+    :pent          => :pentagon,
+    :h             => :hexagon,
+    :hex           => :hexagon,
+    :hep           => :heptagon,
+    :o             => :octagon,
+    :oct           => :octagon,
+    :spike         => :vline,
 )
 
 const _positionAliases = Dict{Symbol,Symbol}(
@@ -235,65 +273,71 @@ const _bar_width = 0.8
 # -----------------------------------------------------------------------------
 
 const _series_defaults = KW(
-    :label             => "AUTO",
-    :colorbar_entry    => true,
-    :seriescolor       => :auto,
-    :seriesalpha       => nothing,
-    :seriestype        => :path,
-    :linestyle         => :solid,
-    :linewidth         => :auto,
-    :linecolor         => :auto,
-    :linealpha         => nothing,
-    :fillrange         => nothing,   # ribbons, areas, etc
-    :fillcolor         => :match,
-    :fillalpha         => nothing,
-    :markershape       => :none,
-    :markercolor       => :match,
-    :markeralpha       => nothing,
-    :markersize        => 4,
-    :markerstrokestyle => :solid,
-    :markerstrokewidth => 1,
-    :markerstrokecolor => :match,
-    :markerstrokealpha => nothing,
-    :bins              => :auto,        # number of bins for hists
-    :smooth            => false,     # regression line?
-    :group             => nothing,   # groupby vector
-    :x                 => nothing,
-    :y                 => nothing,
-    :z                 => nothing,   # depth for contour, surface, etc
-    :marker_z          => nothing,   # value for color scale
-    :line_z            => nothing,
-    :fill_z            => nothing,
-    :levels            => 15,
-    :orientation       => :vertical,
-    :bar_position      => :overlay,  # for bar plots and histograms: could also be stack (stack up) or dodge (side by side)
-    :bar_width         => nothing,
-    :bar_edges         => false,
-    :xerror            => nothing,
-    :yerror            => nothing,
-    :zerror            => nothing,
-    :ribbon            => nothing,
-    :quiver            => nothing,
-    :arrow             => nothing,   # allows for adding arrows to line/path... call `arrow(args...)`
-    :normalize         => false,     # do we want a normalized histogram?
-    :weights           => nothing,   # optional weights for histograms (1D and 2D)
-    :show_empty_bins   => false,     # should empty bins in 2D histogram be colored as zero (otherwise they are transparent)
-    :contours          => false,     # add contours to 3d surface and wireframe plots
-    :contour_labels    => false,
-    :match_dimensions  => false,     # do rows match x (true) or y (false) for heatmap/image/spy? see issue 196
-                                     # this ONLY effects whether or not the z-matrix is transposed for a heatmap display!
-    :subplot           => :auto,     # which subplot(s) does this series belong to?
+    :label              => :auto,
+    :colorbar_entry     => true,
+    :seriescolor        => :auto,
+    :seriesalpha        => nothing,
+    :seriestype         => :path,
+    :linestyle          => :solid,
+    :linewidth          => :auto,
+    :linecolor          => :auto,
+    :linealpha          => nothing,
+    :fillrange          => nothing,   # ribbons, areas, etc
+    :fillcolor          => :match,
+    :fillalpha          => nothing,
+    :markershape        => :none,
+    :markercolor        => :match,
+    :markeralpha        => nothing,
+    :markersize         => 4,
+    :markerstrokestyle  => :solid,
+    :markerstrokewidth  => 1,
+    :markerstrokecolor  => :match,
+    :markerstrokealpha  => nothing,
+    :bins               => :auto,        # number of bins for hists
+    :smooth             => false,     # regression line?
+    :group              => nothing,   # groupby vector
+    :x                  => nothing,
+    :y                  => nothing,
+    :z                  => nothing,   # depth for contour, surface, etc
+    :marker_z           => nothing,   # value for color scale
+    :line_z             => nothing,
+    :fill_z             => nothing,
+    :levels             => 15,
+    :orientation        => :vertical,
+    :bar_position       => :overlay,  # for bar plots and histograms: could also be stack (stack up) or dodge (side by side)
+    :bar_width          => nothing,
+    :bar_edges          => false,
+    :xerror             => nothing,
+    :yerror             => nothing,
+    :zerror             => nothing,
+    :ribbon             => nothing,
+    :quiver             => nothing,
+    :arrow              => nothing,   # allows for adding arrows to line/path... call `arrow(args...)`
+    :normalize          => false,     # do we want a normalized histogram?
+    :weights            => nothing,   # optional weights for histograms (1D and 2D)
+    :show_empty_bins    => false,     # should empty bins in 2D histogram be colored as zero (otherwise they are transparent)
+    :contours           => false,     # add contours to 3d surface and wireframe plots
+    :contour_labels     => false,
+    :subplot            => :auto,     # which subplot(s) does this series belong to?
     :series_annotations => nothing,       # a list of annotations which apply to the coordinates of this series
     :primary            => true,     # when true, this "counts" as a series for color selection, etc.  the main use is to allow
                                      #     one logical series to be broken up (path and markers, for example)
     :hover              => nothing,  # text to display when hovering over the data points
     :stride             => (1,1),    # array stride for wireframe/surface, the first element is the row stride and the second is the column stride.
+    :connections        => nothing,  # tuple of arrays to specifiy connectivity of a 3d mesh
     :extra_kwargs       => Dict()
 )
 
 
 const _plot_defaults = KW(
     :plot_title                  => "",
+    :plot_titlefontsize          => 16,
+    :plot_title_location         => :center,           # also :left or :right
+    :plot_titlefontfamily        => :match,
+    :plot_titlefonthalign        => :hcenter,
+    :plot_titlefontvalign        => :vcenter,
+    :plot_titlefontrotation      => 0.0,
+    :plot_titlefontcolor         => :match,
     :background_color            => colorant"white",   # default for all backgrounds,
     :background_color_outside    => :match,            # background outside grid,
     :foreground_color            => :auto,             # default for all foregrounds, and title color,
@@ -319,96 +363,121 @@ const _plot_defaults = KW(
 
 
 const _subplot_defaults = KW(
-    :title                    => "",
-    :titlelocation            => :center,           # also :left or :right
-    :fontfamily_subplot       => :match,
-    :titlefontfamily          => :match,
-    :titlefontsize            => 14,
-    :titlefonthalign          => :hcenter,
-    :titlefontvalign          => :vcenter,
-    :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,
-    :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)
-    :projection               => :none,             # can also be :polar or :3d
-    :aspect_ratio             => :auto,             # choose from :none or :equal
-    :margin                   => 1mm,
-    :left_margin              => :match,
-    :top_margin               => :match,
-    :right_margin             => :match,
-    :bottom_margin            => :match,
-    :subplot_index            => -1,
-    :colorbar_title           => "",
-    :framestyle               => :axes,
-    :camera                   => (30,30),
-    :extra_kwargs             => Dict()
+    :title                      => "",
+    :titlelocation              => :center,           # also :left or :right
+    :fontfamily_subplot         => :match,
+    :titlefontfamily            => :match,
+    :titlefontsize              => 14,
+    :titlefonthalign            => :hcenter,
+    :titlefontvalign            => :vcenter,
+    :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,
+    :colorbar_ticks             => :auto,
+    :colorbar_tickfontfamily    => :match,
+    :colorbar_tickfontsize      => 8,
+    :colorbar_tickfonthalign    => :hcenter,
+    :colorbar_tickfontvalign    => :vcenter,
+    :colorbar_tickfontrotation  => 0.0,
+    :colorbar_tickfontcolor     => :match,
+    :colorbar_scale             => :identity,
+    :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,
+    :annotationhalign           => :hcenter,
+    :annotationvalign           => :vcenter,
+    :annotationrotation         => 0.0,
+    :annotationcolor            => :match,
+    :projection                 => :none,             # can also be :polar or :3d
+    :aspect_ratio               => :auto,             # choose from :none or :equal
+    :margin                     => 1mm,
+    :left_margin                => :match,
+    :top_margin                 => :match,
+    :right_margin               => :match,
+    :bottom_margin              => :match,
+    :subplot_index              => -1,
+    :colorbar_title             => "",
+    :colorbar_titlefontsize     => 10,
+    :colorbar_title_location    => :center,           # also :left or :right
+    :colorbar_titlefontfamily   => :match,
+    :colorbar_titlefonthalign   => :hcenter,
+    :colorbar_titlefontvalign   => :vcenter,
+    :colorbar_titlefontrotation => 0.0,
+    :colorbar_titlefontcolor    => :match,
+    :framestyle                 => :axes,
+    :camera                     => (30,30),
+    :extra_kwargs               => Dict()
 )
 
 const _axis_defaults = KW(
-    :guide     => "",
-    :guide_position => :auto,
-    :lims      => :auto,
-    :ticks     => :auto,
-    :scale     => :identity,
-    :rotation  => 0,
-    :flip      => false,
-    :link      => [],
-    :tickfontfamily         => :match,
-    :tickfontsize           => 8,
-    :tickfonthalign         => :hcenter,
-    :tickfontvalign         => :vcenter,
-    :tickfontrotation       => 0.0,
-    :tickfontcolor          => :match,
-    :guidefontfamily         => :match,
-    :guidefontsize           => 11,
-    :guidefonthalign         => :hcenter,
-    :guidefontvalign         => :vcenter,
-    :guidefontrotation       => 0.0,
-    :guidefontcolor          => :match,
-    :foreground_color_axis   => :match,            # axis border/tick colors,
-    :foreground_color_border => :match,            # plot area border/spines,
-    :foreground_color_text   => :match,            # tick text color,
-    :foreground_color_guide  => :match,            # guide text color,
-    :discrete_values => [],
-    :formatter => :auto,
-    :mirror => false,
-    :grid                     => true,
-    :foreground_color_grid    => :match,            # grid color
-    :gridalpha                => 0.1,
-    :gridstyle                => :solid,
-    :gridlinewidth            => 0.5,
+    :guide                       => "",
+    :guide_position              => :auto,
+    :lims                        => :auto,
+    :ticks                       => :auto,
+    :scale                       => :identity,
+    :rotation                    => 0,
+    :flip                        => false,
+    :link                        => [],
+    :tickfontfamily              => :match,
+    :tickfontsize                => 8,
+    :tickfonthalign              => :hcenter,
+    :tickfontvalign              => :vcenter,
+    :tickfontrotation            => 0.0,
+    :tickfontcolor               => :match,
+    :guidefontfamily             => :match,
+    :guidefontsize               => 11,
+    :guidefonthalign             => :hcenter,
+    :guidefontvalign             => :vcenter,
+    :guidefontrotation           => 0.0,
+    :guidefontcolor              => :match,
+    :foreground_color_axis       => :match,            # axis border/tick colors,
+    :foreground_color_border     => :match,            # plot area border/spines,
+    :foreground_color_text       => :match,            # tick text color,
+    :foreground_color_guide      => :match,            # guide text color,
+    :discrete_values             => [],
+    :formatter                   => :auto,
+    :mirror                      => false,
+    :grid                        => true,
+    :foreground_color_grid       => :match,            # grid color
+    :gridalpha                   => 0.1,
+    :gridstyle                   => :solid,
+    :gridlinewidth               => 0.5,
     :foreground_color_minor_grid => :match,            # grid color
-    :minorgridalpha           => 0.05,
-    :minorgridstyle           => :solid,
-    :minorgridlinewidth       => 0.5,
-    :tick_direction           => :in,
-    :minorticks               => false,
-    :minorgrid                => false,
-    :showaxis                 => true,
-    :widen                    => true,
-    :draw_arrow               => false,
+    :minorgridalpha              => 0.05,
+    :minorgridstyle              => :solid,
+    :minorgridlinewidth          => 0.5,
+    :tick_direction              => :in,
+    :minorticks                  => false,
+    :minorgrid                   => false,
+    :showaxis                    => true,
+    :widen                       => :auto,
+    :draw_arrow                  => false,
 )
 
 const _suppress_warnings = Set{Symbol}([
@@ -456,6 +525,7 @@ const _initial_axis_defaults = deepcopy(_axis_defaults)
 const _initial_fontsizes = Dict(:titlefontsize  => _subplot_defaults[:titlefontsize],
                                 :legendfontsize => _subplot_defaults[:legendfontsize],
                                 :legendtitlefontsize => _subplot_defaults[:legendtitlefontsize],
+                                :annotationfontsize => _subplot_defaults[:annotationfontsize],
                                 :tickfontsize   => _axis_defaults[:tickfontsize],
                                 :guidefontsize  => _axis_defaults[:guidefontsize])
 
@@ -468,7 +538,7 @@ const _subplot_args = sort(union(collect(keys(_subplot_defaults))))
 const _plot_args = sort(union(collect(keys(_plot_defaults))))
 
 const _magic_axis_args = [:axis, :tickfont, :guidefont, :grid, :minorgrid]
-const _magic_subplot_args = [:titlefont, :legendfont, :legendtitlefont, ]
+const _magic_subplot_args = [:titlefont, :legendfont, :legendtitlefont, :plot_titlefont, :colorbar_titlefont]
 const _magic_series_args = [:line, :marker, :fill]
 
 const _all_axis_args = sort(union([_axis_args; _magic_axis_args]))
@@ -477,7 +547,7 @@ const _all_series_args = sort(union([_series_args; _magic_series_args]))
 const _all_plot_args = _plot_args
 
 const _all_args =
-    sort([_all_axis_args; _all_subplot_args; _all_series_args; _all_plot_args])
+    sort(union([_all_axis_args; _all_subplot_args; _all_series_args; _all_plot_args]))
 
 is_subplot_attr(k) = k in _all_subplot_args
 is_series_attr(k) = k in _all_series_args
@@ -488,9 +558,6 @@ RecipesBase.is_key_supported(k::Symbol) = is_attr_supported(k)
 is_default_attribute(k) = k in _internal_args || k in _all_args || is_axis_attr_noletter(k)
 
 # -----------------------------------------------------------------------------
-
-makeplural(s::Symbol) = Symbol(string(s,"s"))
-
 autopick_ignore_none_auto(arr::AVec, idx::Integer) = _cycle(setdiff(arr, [:none, :auto]), idx)
 autopick_ignore_none_auto(notarr, idx::Integer) = notarr
 
@@ -613,7 +680,6 @@ add_aliases(:quiver, :velocity, :quiver2d, :gradient, :vectorfield)
 add_aliases(:normalize, :norm, :normed, :normalized)
 add_aliases(:show_empty_bins, :showemptybins, :showempty, :show_empty)
 add_aliases(:aspect_ratio, :aspectratio, :axis_ratio, :axisratio, :ratio)
-add_aliases(:match_dimensions, :transpose, :transpose_z)
 add_aliases(:subplot, :sp, :subplt, :splt)
 add_aliases(:projection, :proj)
 add_aliases(:titlelocation, :title_location, :title_loc, :titleloc, :title_position, :title_pos, :titlepos, :titleposition, :title_align, :title_alignment)
@@ -633,10 +699,10 @@ add_aliases(:contour_labels, :contourlabels, :clabels, :clabs)
 add_aliases(:warn_on_unsupported, :warn)
 
 # add all pluralized forms to the _keyAliases dict
-for arg in keys(_series_defaults)
-    _keyAliases[makeplural(arg)] = arg
+for arg in _all_args
+    add_aliases(arg, makeplural(arg))
 end
-
+# add all non_underscored forms to the _keyAliases
 add_non_underscore_aliases!(_keyAliases)
 
 # -----------------------------------------------------------------------------
@@ -977,9 +1043,9 @@ function RecipesPipeline.preprocess_attributes!(plotattributes::AKW)
         end
     end
 
-    # vline accesses the y argument but actually maps it to the x axis.
+    # vline and others accesses the y argument but actually maps it to the x axis.
     # Hence, we have to swap formatters
-    if get(plotattributes, :seriestype, :path) == :vline
+    if treats_y_as_x(get(plotattributes, :seriestype, :path))
         xformatter = get(plotattributes, :xformatter, :auto)
         yformatter = get(plotattributes, :yformatter, :auto)
         plotattributes[:xformatter] = yformatter
@@ -1048,7 +1114,7 @@ function RecipesPipeline.preprocess_attributes!(plotattributes::AKW)
     end
 
     # fonts
-    for fontname in (:titlefont, :legendfont, :legendtitlefont)
+    for fontname in (:titlefont, :legendfont, :legendtitlefont, :plot_titlefont, :colorbar_titlefont)
         args = RecipesPipeline.pop_kw!(plotattributes, fontname, ())
         for arg in wraptuple(args)
             processFontArg!(plotattributes, fontname, arg)
@@ -1073,7 +1139,7 @@ function RecipesPipeline.preprocess_attributes!(plotattributes::AKW)
     RecipesPipeline.reset_kw!(plotattributes, :marker)
     if haskey(plotattributes, :markershape)
         plotattributes[:markershape] = _replace_markershape(plotattributes[:markershape])
-        if plotattributes[:markershape] == :none && plotattributes[:seriestype] in (:scatter, :scatterbins, :scatterhist, :scatter3d) #the default should be :auto, not :none, so that :none can be set explicitly and would be respected
+        if plotattributes[:markershape] == :none && get(plotattributes, :seriestype, :path) in (:scatter, :scatterbins, :scatterhist, :scatter3d) #the default should be :auto, not :none, so that :none can be set explicitly and would be respected
             plotattributes[:markershape] = :circle
         end
     elseif anymarker
@@ -1129,7 +1195,6 @@ function RecipesPipeline.preprocess_attributes!(plotattributes::AKW)
     if st in (:boxplot, :violin, :density) && !isdefined(Main, :StatsPlots)
         @warn("seriestype $st has been moved to StatsPlots.  To use: \`Pkg.add(\"StatsPlots\"); using StatsPlots\`")
     end
-
     return
 end
 
@@ -1215,6 +1280,8 @@ end
 convertLegendValue(val::Bool) = val ? :best : :none
 convertLegendValue(val::Nothing) = :none
 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)
 
 # -----------------------------------------------------------------------------
@@ -1280,18 +1347,27 @@ const _match_map = KW(
     :background_color_inside  => :background_color_subplot,
     :foreground_color_legend  => :foreground_color_subplot,
     :foreground_color_title   => :foreground_color_subplot,
-    :left_margin   => :margin,
-    :top_margin    => :margin,
-    :right_margin  => :margin,
-    :bottom_margin => :margin,
+    :left_margin              => :margin,
+    :top_margin               => :margin,
+    :right_margin             => :margin,
+    :bottom_margin            => :margin,
     :titlefontfamily          => :fontfamily_subplot,
-    :legendfontfamily         => :fontfamily_subplot,
-    :legendtitlefontfamily    => :fontfamily_subplot,
     :titlefontcolor           => :foreground_color_subplot,
+    :legendfontfamily         => :fontfamily_subplot,
     :legendfontcolor          => :foreground_color_subplot,
+    :legendtitlefontfamily    => :fontfamily_subplot,
     :legendtitlefontcolor     => :foreground_color_subplot,
+    :colorbar_fontfamily      => :fontfamily_subplot,
+    :colorbar_titlefontfamily => :fontfamily_subplot,
+    :colorbar_titlefontcolor  => :foreground_color_subplot,
+    :colorbar_tickfontfamily  => :fontfamily_subplot,
+    :colorbar_tickfontcolor   => :foreground_color_subplot,
+    :plot_titlefontfamily     => :fontfamily,
+    :plot_titlefontcolor      => :foreground_color,
     :tickfontcolor            => :foreground_color_text,
     :guidefontcolor           => :foreground_color_guide,
+    :annotationfontfamily     => :fontfamily_subplot,
+    :annotationcolor          => :foreground_color_subplot,
 )
 
 # these can match values from the parent container (axis --> subplot --> plot)
@@ -1515,9 +1591,18 @@ function _update_subplot_args(plt::Plot, sp::Subplot, plotattributes_in, subplot
     _update_subplot_periphery(sp, anns)
     _update_subplot_colors(sp)
 
+    lims_warned = false
     for letter in (:x, :y, :z)
         _update_axis(plt, sp, plotattributes_in, letter, subplot_index)
+        lk = Symbol(letter, :lims)
+
+        # warn against using `Range` in x,y,z lims
+        if !lims_warned && haskey(plotattributes_in, lk) && plotattributes_in[lk] isa AbstractRange
+            @warn("lims should be a Tuple, not $(typeof(plotattributes_in[lk])).")
+            lims_warned = true
+        end
     end
+    _update_subplot_colorbars(sp)
 end
 
 # -----------------------------------------------------------------------------
@@ -1569,6 +1654,20 @@ function _slice_series_args!(plotattributes::AKW, plt::Plot, sp::Subplot, comman
     return plotattributes
 end
 
+label_to_string(label::Bool, series_plotindex) = label ? label_to_string(:auto, series_plotindex) : ""
+label_to_string(label::Nothing, series_plotindex) = ""
+label_to_string(label::Missing, series_plotindex) = ""
+function label_to_string(label::Symbol, series_plotindex)
+    if label==:auto
+        return string("y", series_plotindex)
+    elseif label==:none
+        return ""
+    else
+        throw(ArgumentError("unsupported symbol $(label) passed to `label`"))
+    end
+end
+label_to_string(label, series_plotindex) = string(label)  # Fallback to string promotion
+
 function _update_series_attributes!(plotattributes::AKW, plt::Plot, sp::Subplot)
     pkg = plt.backend
     globalIndex = plotattributes[:series_plotindex]
@@ -1637,10 +1736,7 @@ function _update_series_attributes!(plotattributes::AKW, plt::Plot, sp::Subplot)
     end
 
     # set label
-    label = plotattributes[:label]
-    label = (label == "AUTO" ? "y$globalIndex" : label)
-    label = label in (:none, nothing, false) ? "" : label
-    plotattributes[:label] = label
+    plotattributes[:label] = label_to_string.(plotattributes[:label], globalIndex)
 
     _replace_linewidth(plotattributes)
    plotattributes
@@ -1661,3 +1757,80 @@ function _series_index(plotattributes, sp)
     end
     return idx
 end
+
+#--------------------------------------------------
+## inspired by Base.@kwdef
+macro add_attributes( level, expr )
+    expr = macroexpand(__module__, expr) # to expand @static
+    expr isa Expr && expr.head === :struct || error("Invalid usage of @add_attributes")
+    T = expr.args[2]
+    if T isa Expr && T.head === :<:
+        T = T.args[1]
+    end
+
+    key_args = Any[]
+    value_args = Any[]
+
+    _splitdef!(expr.args[3], value_args, key_args)
+
+    insert_block = Expr(:block)
+    for (key, value) in zip(key_args, value_args)
+        # e.g. _series_defualts[key] = value
+        exp_key = Symbol(lowercase(string(T)), "_", key)
+        pl_key = makeplural(exp_key)
+        push!(insert_block.args, Expr(
+            :(=), Expr(:ref, Symbol("_", level, "_defaults"), QuoteNode(exp_key)), value
+        ))
+        push!(insert_block.args, :(
+            add_aliases($(QuoteNode(exp_key)), $(QuoteNode(pl_key)))
+        ))
+        push!(insert_block.args, :(
+            add_aliases($(QuoteNode(exp_key)), $(QuoteNode(make_non_underscore(exp_key))))
+        ))
+        push!(insert_block.args, :(
+            add_aliases($(QuoteNode(exp_key)), $(QuoteNode(make_non_underscore(pl_key))))
+        ))
+    end
+    return quote
+        $expr
+        $insert_block
+    end |> esc
+end
+
+function _splitdef!(blk, value_args, key_args)
+    for i in eachindex(blk.args)
+        ei = blk.args[i]
+        if ei isa Symbol
+            #  var
+            continue
+        elseif ei isa Expr
+            if ei.head === :(=)
+                lhs = ei.args[1]
+                if lhs isa Symbol
+                    #  var = defexpr
+                    var = lhs
+                elseif lhs isa Expr && lhs.head === :(::) && lhs.args[1] isa Symbol
+                    #  var::T = defexpr
+                    var = lhs.args[1]
+                else
+                    # something else, e.g. inline inner constructor
+                    #   F(...) = ...
+                    continue
+                end
+                defexpr = ei.args[2]  # defexpr
+                push!(value_args, defexpr)
+                push!(key_args, var)
+                blk.args[i] = lhs
+            elseif ei.head === :(::) && ei.args[1] isa Symbol
+                # var::Typ
+                var = ei.args[1]
+                push!(value_args, var)
+                push!(key_args, var)
+            elseif ei.head === :block
+                # can arise with use of @static inside type decl
+                _kwdef!(ei, value_args, key_args)
+            end
+        end
+    end
+    blk
+end

src/axes.jl

@@ -94,6 +94,12 @@ function attr!(axis::Axis, args...; kw...)
                 for vi in v
                     discrete_value!(axis, vi)
                 end
+            #could perhaps use TimeType here, as Date and DateTime are both subtypes of TimeType
+            # or could perhaps check if dateformatter or datetimeformatter is in use
+            elseif k == :lims && isa(v, Tuple{Date,Date})
+                plotattributes[k] = (v[1].instant.periods.value, v[2].instant.periods.value)
+            elseif k == :lims && isa(v, Tuple{DateTime,DateTime})
+                plotattributes[k] = (v[1].instant.periods.value, v[2].instant.periods.value)
             else
                 plotattributes[k] = v
             end
@@ -123,11 +129,18 @@ const _label_func = Dict{Symbol,Function}(
 )
 labelfunc(scale::Symbol, backend::AbstractBackend) = get(_label_func, scale, string)
 
-function optimal_ticks_and_labels(sp::Subplot, axis::Axis, ticks = nothing)
-    amin, amax = axis_limits(sp, axis[:letter])
+const _label_func_tex = Dict{Symbol,Function}(
+    :log10 => x -> "10^{$x}",
+    :log2 => x -> "2^{$x}",
+    :ln => x -> "e^{$x}",
+)
+labelfunc_tex(scale::Symbol) = get(_label_func_tex, scale, convert_sci_unicode)
+
+
+function optimal_ticks_and_labels(ticks, alims, scale, formatter)
+    amin, amax = alims
 
     # scale the limits
-    scale = axis[:scale]
     sf = RecipesPipeline.scale_func(scale)
 
     # If the axis input was a Date or DateTime use a special logic to find
@@ -138,7 +151,7 @@ function optimal_ticks_and_labels(sp::Subplot, axis::Axis, ticks = nothing)
     # rather than on the input format
     # TODO: maybe: non-trivial scale (:ln, :log2, :log10) for date/datetime
     if ticks === nothing && scale == :identity
-        if axis[:formatter] == RecipesPipeline.dateformatter
+        if formatter == RecipesPipeline.dateformatter
             # optimize_datetime_ticks returns ticks and labels(!) based on
             # integers/floats corresponding to the DateTime type. Thus, the axes
             # limits, which resulted from converting the Date type to integers,
@@ -149,7 +162,7 @@ function optimal_ticks_and_labels(sp::Subplot, axis::Axis, ticks = nothing)
                 k_min = 2, k_max = 4)
             # Now the ticks are converted back to floats corresponding to Dates.
             return ticks / 864e5, labels
-        elseif axis[:formatter] == RecipesPipeline.datetimeformatter
+        elseif formatter == RecipesPipeline.datetimeformatter
             return optimize_datetime_ticks(amin, amax; k_min = 2, k_max = 4)
         end
     end
@@ -159,8 +172,9 @@ function optimal_ticks_and_labels(sp::Subplot, axis::Axis, ticks = nothing)
         scaled_ticks = optimize_ticks(
             sf(amin),
             sf(amax);
-            k_min = 4, # minimum number of ticks
+            k_min = scale ∈ _logScales ? 2 : 4, # minimum number of ticks
             k_max = 8, # maximum number of ticks
+            scale = scale,
         )[1]
     elseif typeof(ticks) <: Int
         scaled_ticks, viewmin, viewmax = optimize_ticks(
@@ -172,15 +186,15 @@ function optimal_ticks_and_labels(sp::Subplot, axis::Axis, ticks = nothing)
             # `strict_span = false` rewards cases where the span of the
             # chosen  ticks is not too much bigger than amin - amax:
             strict_span = false,
+            scale = scale,
         )
-        axis[:lims] = map(RecipesPipeline.inverse_scale_func(scale), (viewmin, viewmax))
+        # axis[:lims] = map(RecipesPipeline.inverse_scale_func(scale), (viewmin, viewmax))
     else
         scaled_ticks = map(sf, (filter(t -> amin <= t <= amax, ticks)))
     end
     unscaled_ticks = map(RecipesPipeline.inverse_scale_func(scale), scaled_ticks)
 
     labels = if any(isfinite, unscaled_ticks)
-        formatter = axis[:formatter]
         if formatter in (:auto, :plain, :scientific, :engineering)
             map(labelfunc(scale, backend()), Showoff.showoff(scaled_ticks, formatter))
         elseif formatter == :latex
@@ -205,79 +219,162 @@ function optimal_ticks_and_labels(sp::Subplot, axis::Axis, ticks = nothing)
 end
 
 # return (continuous_values, discrete_values) for the ticks on this axis
-function get_ticks(sp::Subplot, axis::Axis)
-    ticks = _transform_ticks(axis[:ticks])
-    ticks in (:none, nothing, false) && return nothing
-
-    # treat :native ticks as :auto
-    ticks = ticks == :native ? :auto : ticks
-
-    dvals = axis[:discrete_values]
-    cv, dv = if typeof(ticks) <: Symbol
-        if !isempty(dvals)
-            # discrete ticks...
-            n = length(dvals)
-            rng = if ticks == :auto
-                Int[round(Int,i) for i in range(1, stop=n, length=min(n,15))]
-            else # if ticks == :all
-                1:n
-            end
-            axis[:continuous_values][rng], dvals[rng]
-        elseif ispolar(axis.sps[1]) && axis[:letter] == :x
-            #force theta axis to be full circle
-            (collect(0:pi/4:7pi/4), string.(0:45:315))
+function get_ticks(sp::Subplot, axis::Axis; update = true)
+    if update || !haskey(axis.plotattributes, :optimized_ticks)
+        dvals = axis[:discrete_values]
+        ticks = _transform_ticks(axis[:ticks])
+        axis.plotattributes[:optimized_ticks] = if ticks isa Symbol && ticks !== :none &&
+            ispolar(sp) && axis[:letter] === :x && !isempty(dvals)
+            collect(0:pi/4:7pi/4), string.(0:45:315)
         else
-            # compute optimal ticks and labels
-            optimal_ticks_and_labels(sp, axis)
+            cvals = axis[:continuous_values]
+            alims = axis_limits(sp, axis[:letter])
+            scale = axis[:scale]
+            formatter = axis[:formatter]
+            get_ticks(ticks, cvals, dvals, alims, scale, formatter)
         end
-    elseif typeof(ticks) <: Union{AVec, Int}
-        if !isempty(dvals) && typeof(ticks) <: Int
-            rng = Int[round(Int,i) for i in range(1, stop=length(dvals), length=ticks)]
-            axis[:continuous_values][rng], dvals[rng]
-        else
-            # override ticks, but get the labels
-            optimal_ticks_and_labels(sp, axis, ticks)
-        end
-    elseif typeof(ticks) <: NTuple{2, Any}
-        # assuming we're passed (ticks, labels)
-        ticks
-    else
-        error("Unknown ticks type in get_ticks: $(typeof(ticks))")
     end
-    # @show ticks dvals cv dv
-
-    return cv, dv
+    return axis.plotattributes[:optimized_ticks]
 end
 
+# Ticks getter functions
+for l in (:x, :y, :z)
+    axis = string(l, "-axis")  # "x-axis"
+    ticks = string(l, "ticks") # "xticks"
+    f = Symbol(ticks)          # :xticks
+    @eval begin
+        """
+            $($f)(p::Plot)
+
+        returns a vector of the $($axis) ticks of the subplots of `p`.
+
+        Example use:
+
+        ```jldoctest
+        julia> p = plot(1:5, $($ticks)=[1,2])
+
+        julia> $($f)(p)
+        1-element Vector{Tuple{Vector{Float64}, Vector{String}}}:
+         ([1.0, 2.0], ["1", "2"])
+        ```
+
+        If `p` consists of a single subplot, you might want to grab
+        only the first element, via
+
+        ```jldoctest
+        julia> $($f)(p)[1]
+        ([1.0, 2.0], ["1", "2"])
+        ```
+
+        or you can call $($f) on the first (only) subplot of `p` via
+
+        ```jldoctest
+        julia> $($f)(p[1])
+        ([1.0, 2.0], ["1", "2"])
+        ```
+        """
+        $f(p::Plot) = get_ticks(p, $(Meta.quot(l)))
+        """
+            $($f)(sp::Subplot)
+
+        returns the $($axis) ticks of the subplot `sp`.
+
+        Note that the ticks are returned as tuples of values and labels:
+
+        ```jldoctest
+        julia> sp = plot(1:5, $($ticks)=[1,2]).subplots[1]
+        Subplot{1}
+
+        julia> $($f)(sp)
+        ([1.0, 2.0], ["1", "2"])
+        ```
+        """
+        $f(sp::Subplot) = get_ticks(sp, $(Meta.quot(l)))
+        export $f
+    end
+end
+# get_ticks from axis symbol :x, :y, or :z
+get_ticks(sp::Subplot, s::Symbol) = get_ticks(sp, sp[Symbol(s, :axis)])
+get_ticks(p::Plot, s::Symbol) = [get_ticks(sp, s) for sp in p.subplots]
+
+function get_ticks(ticks::Symbol, cvals::T, dvals, args...) where T
+    if ticks === :none
+        return T[], String[]
+    elseif !isempty(dvals)
+        n = length(dvals)
+        if ticks === :all || n < 16
+            return cvals, string.(dvals)
+        else
+            Δ = ceil(Int, n / 10)
+            rng = Δ:Δ:n
+            return cvals[rng], string.(dvals[rng])
+        end
+    else
+        return optimal_ticks_and_labels(nothing, args...)
+    end
+end
+get_ticks(ticks::AVec, cvals, dvals, args...) = optimal_ticks_and_labels(ticks, args...)
+function get_ticks(ticks::Int, dvals, cvals, args...)
+    if !isempty(dvals)
+        rng = round.(Int, range(1, stop=length(dvals), length=ticks))
+        cvals[rng], string.(dvals[rng])
+    else
+        optimal_ticks_and_labels(ticks, args...)
+    end
+end
+get_ticks(ticks::NTuple{2, Any}, args...) = ticks
+get_ticks(::Nothing, cvals::T, args...) where T = T[], String[]
+get_ticks(ticks::Bool, args...) =
+    ticks ? get_ticks(:auto, args...) : get_ticks(nothing, args...)
+get_ticks(::T, args...) where T = error("Unknown ticks type in get_ticks: $T")
+
 _transform_ticks(ticks) = ticks
 _transform_ticks(ticks::AbstractArray{T}) where T <: Dates.TimeType = Dates.value.(ticks)
 _transform_ticks(ticks::NTuple{2, Any}) = (_transform_ticks(ticks[1]), ticks[2])
 
 function get_minor_ticks(sp, axis, ticks)
-    axis[:minorticks] in (:none, nothing, false) && !axis[:minorgrid] && return nothing
+    axis[:minorticks] ∈ (:none, nothing, false) && !axis[:minorgrid] && return nothing
     ticks = ticks[1]
     length(ticks) < 2 && return nothing
 
     amin, amax = axis_limits(sp, axis[:letter])
-    #Add one phantom tick either side of the ticks to ensure minor ticks extend to the axis limits
-    if length(ticks) > 2
-        ratio = (ticks[3] - ticks[2])/(ticks[2] - ticks[1])
-    elseif axis[:scale] in (:none, :identity)
-        ratio = 1
-    else
-        return nothing
-    end
-    first_step = ticks[2] - ticks[1]
-    last_step = ticks[end] - ticks[end-1]
-    ticks =  [ticks[1] - first_step/ratio; ticks; ticks[end] + last_step*ratio]
+    scale = axis[:scale]
+    log_scaled = scale ∈ _logScales
+    base = get(_logScaleBases, scale, nothing)
+
+    # add one phantom tick either side of the ticks to ensure minor ticks extend to the axis limits
+    if log_scaled
+        sub = round(Int, log(base, ticks[2] / ticks[1]))
+        ticks = [ticks[1] / base; ticks; ticks[end] * base]
+    else
+        sub = 1  # unused
+        ratio = length(ticks) > 2 ? (ticks[3] - ticks[2]) / (ticks[2] - ticks[1]) : 1
+        first_step = ticks[2] - ticks[1]
+        last_step = ticks[end] - ticks[end-1]
+        ticks = [ticks[1] - first_step / ratio; ticks; ticks[end] + last_step * ratio]
+    end
+
+    # default to 9 intervals between major ticks for log10 scale and 5 intervals otherwise
+    n_default = (scale == :log10) ? 9 : 5
+    n = typeof(axis[:minorticks]) <: Integer && axis[:minorticks] > 1 ? axis[:minorticks] : n_default
 
-    #Default to 5 intervals between major ticks
-    n = typeof(axis[:minorticks]) <: Integer && axis[:minorticks] > 1 ? axis[:minorticks] : 5
     minorticks = typeof(ticks[1])[]
-    for (i,hi) in enumerate(ticks[2:end])
+    for (i, hi) ∈ enumerate(ticks[2:end])
         lo = ticks[i]
         if isfinite(lo) && isfinite(hi) && hi > lo
-            append!(minorticks,collect(lo + (hi-lo)/n :(hi-lo)/n: hi - (hi-lo)/2n))
+            if log_scaled
+                for e ∈ 1:sub
+                    lo_ = lo * base^(e - 1)
+                    hi_ = lo_ * base
+                    step = (hi_ - lo_) / n
+                    append!(minorticks, collect(
+                        lo_ + (e > 1 ? 0 : step) : step : hi_ - (e < sub ? 0 : step / 2)
+                    ))
+                end
+            else
+                step = (hi - lo) / n
+                append!(minorticks, collect(lo + step : step : hi - step / 2))
+            end
         end
     end
     minorticks[amin .<= minorticks .<= amax]
@@ -415,35 +512,38 @@ end
 # -------------------------------------------------------------------------
 
 # push the limits out slightly
-function widen(lmin, lmax, scale = :identity)
+function widen(lmin, lmax, scale=:identity)
     f, invf = RecipesPipeline.scale_func(scale), RecipesPipeline.inverse_scale_func(scale)
     span = f(lmax) - f(lmin)
     # eps = NaNMath.max(1e-16, min(1e-2span, 1e-10))
     eps = NaNMath.max(1e-16, 0.03span)
-    invf(f(lmin)-eps), invf(f(lmax)+eps)
+    invf(f(lmin) - eps), invf(f(lmax) + eps)
 end
 
 # figure out if widening is a good idea.
-const _widen_seriestypes = (:line, :path, :steppre, :steppost, :sticks, :scatter, :barbins, :barhist, :histogram, :scatterbins, :scatterhist, :stepbins, :stephist, :bins2d, :histogram2d, :bar, :shape, :path3d, :scatter3d)
+const _widen_seriestypes = (:line, :path, :steppre, :stepmid, :steppost, :sticks, :scatter, :barbins, :barhist, :histogram, :scatterbins, :scatterhist, :stepbins, :stephist, :bins2d, :histogram2d, :bar, :shape, :path3d, :scatter3d)
 
 function default_should_widen(axis::Axis)
-    should_widen = false
-    if !(is_2tuple(axis[:lims]) || axis[:lims] == :round)
-        for sp in axis.sps
-            for series in series_list(sp)
-                if series.plotattributes[:seriestype] in _widen_seriestypes
-                    should_widen = true
-                end
+    if axis[:widen] isa Bool
+        return axis[:widen]
+    end
+    # automatic behavior: widen if limits aren't specified and series type is appropriate
+    (is_2tuple(axis[:lims]) || axis[:lims] == :round) && return false
+    for sp in axis.sps
+        for series in series_list(sp)
+            if series.plotattributes[:seriestype] in _widen_seriestypes
+                return true
             end
         end
     end
-    should_widen
+    false
 end
 
-function round_limits(amin,amax)
-    scale = 10^(1-round(log10(amax - amin)))
-    amin = floor(amin*scale)/scale
-    amax = ceil(amax*scale)/scale
+function round_limits(amin, amax, scale)
+    base = get(_logScaleBases, scale, 10.)
+    factor = base^(1 - round(log(base, amax - amin)))
+    amin = floor(amin * factor) / factor
+    amax = ceil(amax * factor) / factor
     amin, amax
 end
 
@@ -456,13 +556,20 @@ function axis_limits(sp, letter, should_widen = default_should_widen(sp[Symbol(l
     has_user_lims = (isa(lims, Tuple) || isa(lims, AVec)) && length(lims) == 2
     if has_user_lims
         lmin, lmax = lims
-        if lmin != :auto && isfinite(lmin)
+        if lmin == :auto
+        elseif isfinite(lmin)
             amin = lmin
         end
-        if lmax != :auto && isfinite(lmax)
+        if lmax == :auto
+        elseif isfinite(lmax)
             amax = lmax
         end
     end
+    if lims == :symmetric
+        aval = max(abs(amin), abs(amax))
+        amin = -aval
+        amax = aval
+    end
     if amax <= amin && isfinite(amin)
         amax = amin + 1.0
     end
@@ -473,20 +580,23 @@ function axis_limits(sp, letter, should_widen = default_should_widen(sp[Symbol(l
         if axis[:letter] == :x
             amin, amax = 0, 2pi
         elseif lims == :auto
-            #widen max radius so ticks dont overlap with theta axis
+            # widen max radius so ticks dont overlap with theta axis
             0, amax + 0.1 * abs(amax - amin)
         else
             amin, amax
         end
-    elseif should_widen && axis[:widen]
+    elseif should_widen
         widen(amin, amax, axis[:scale])
     elseif lims == :round
-        round_limits(amin,amax)
+        round_limits(amin, amax, axis[:scale])
     else
         amin, amax
     end
 
-    if !has_user_lims && consider_aspect && letter in (:x, :y) && !(sp[:aspect_ratio] in (:none, :auto) || RecipesPipeline.is3d(:sp))
+    if (
+        !has_user_lims && consider_aspect && letter in (:x, :y) &&
+        !(sp[:aspect_ratio] in (:none, :auto) || RecipesPipeline.is3d(:sp))
+    )
         aspect_ratio = isa(sp[:aspect_ratio], Number) ? sp[:aspect_ratio] : 1
         plot_ratio = height(plotarea(sp)) / width(plotarea(sp))
         dist = amax - amin
@@ -570,391 +680,242 @@ end
 # -------------------------------------------------------------------------
 
 # compute the line segments which should be drawn for this axis
-function axis_drawing_info(sp::Subplot)
-    xaxis, yaxis = sp[:xaxis], sp[:yaxis]
-    xmin, xmax = axis_limits(sp, :x)
-    ymin, ymax = axis_limits(sp, :y)
-    xticks = get_ticks(sp, xaxis)
-    yticks = get_ticks(sp, yaxis)
-    xminorticks = get_minor_ticks(sp, xaxis, xticks)
-    yminorticks = get_minor_ticks(sp, yaxis, yticks)
-    xaxis_segs = Segments(2)
-    yaxis_segs = Segments(2)
-    xtick_segs = Segments(2)
-    ytick_segs = Segments(2)
-    xgrid_segs = Segments(2)
-    ygrid_segs = Segments(2)
-    xminorgrid_segs = Segments(2)
-    yminorgrid_segs = Segments(2)
-    xborder_segs = Segments(2)
-    yborder_segs = Segments(2)
+function axis_drawing_info(sp, letter)
+    # find out which axis we are dealing with
+    asym = Symbol(letter, :axis)
+    isy = letter === :y
+    oletter = isy ? :x : :y
+    oasym = Symbol(oletter, :axis)
+
+    # get axis objects, ticks and minor ticks
+    ax, oax = sp[asym], sp[oasym]
+    amin, amax = axis_limits(sp, letter)
+    oamin, oamax = axis_limits(sp, oletter)
+    ticks = get_ticks(sp, ax, update = false)
+    minor_ticks = get_minor_ticks(sp, ax, ticks)
+
+    # initialize the segments
+    segments = Segments(2)
+    tick_segments = Segments(2)
+    grid_segments = Segments(2)
+    minorgrid_segments = Segments(2)
+    border_segments = Segments(2)
 
     if sp[:framestyle] != :none
-        # xaxis
-        y1, y2 = if sp[:framestyle] in (:origin, :zerolines)
+        oa1, oa2 = if sp[:framestyle] in (:origin, :zerolines)
             0.0, 0.0
         else
-            xor(xaxis[:mirror], yaxis[:flip]) ? (ymax, ymin) : (ymin, ymax)
+            xor(ax[:mirror], oax[:flip]) ? (oamax, oamin) : (oamin, oamax)
         end
-        if xaxis[:showaxis]
+        if ax[:showaxis]
             if sp[:framestyle] != :grid
-                push!(xaxis_segs, (xmin, y1), (xmax, y1))
+                push!(segments, reverse_if((amin, oa1), isy), reverse_if((amax, oa1), isy))
                 # don't show the 0 tick label for the origin framestyle
-                if sp[:framestyle] == :origin && !(xticks in (:none, nothing, false)) && length(xticks) > 1
-                    showticks = xticks[1] .!= 0
-                    xticks = (xticks[1][showticks], xticks[2][showticks])
-                end
-            end
-            sp[:framestyle] in (:semi, :box) && push!(xborder_segs, (xmin, y2), (xmax, y2)) # top spine
-        end
-        if !(xaxis[:ticks] in (:none, nothing, false))
-            f = RecipesPipeline.scale_func(yaxis[:scale])
-            invf = RecipesPipeline.inverse_scale_func(yaxis[:scale])
-            tick_start, tick_stop = if sp[:framestyle] == :origin
-                t = invf(f(0) + 0.012 * (f(ymax) - f(ymin)))
-                (-t, t)
-            else
-                ticks_in = xaxis[:tick_direction] == :out ? -1 : 1
-                t = invf(f(y1) + 0.012 * (f(y2) - f(y1)) * ticks_in)
-                (y1, t)
-            end
-
-            for xtick in xticks[1]
-                if xaxis[:showaxis]
-                    push!(xtick_segs, (xtick, tick_start), (xtick, tick_stop)) # bottom tick
-                end
-                xaxis[:grid] && push!(xgrid_segs, (xtick, ymin), (xtick, ymax)) # vertical grid
-            end
-
-            if !(xaxis[:minorticks] in (:none, nothing, false)) || xaxis[:minorgrid]
-                tick_start, tick_stop = if sp[:framestyle] == :origin
-                    t = invf(f(0) + 0.006 * (f(ymax) - f(ymin)))
-                    (-t, t)
-                else
-                    t = invf(f(y1) + 0.006 * (f(y2) - f(y1)) * ticks_in)
-                    (y1, t)
-                end
-                for xtick in xminorticks
-                    if xaxis[:showaxis]
-                        push!(xtick_segs, (xtick, tick_start), (xtick, tick_stop)) # bottom tick
+                if sp[:framestyle] == :origin && !(ticks in (:none, nothing, false)) && length(ticks) > 1
+                    i = findfirst(==(0), ticks[1])
+                    if i !== nothing
+                        deleteat!(ticks[1], i)
+                        deleteat!(ticks[2], i)
                     end
-                    xaxis[:minorgrid] && push!(xminorgrid_segs, (xtick, ymin), (xtick, ymax)) # vertical grid
                 end
             end
+            if sp[:framestyle] in (:semi, :box) # top spine
+                push!(
+                    border_segments,
+                    reverse_if((amin, oa2), isy),
+                    reverse_if((amax, oa2), isy),
+                )
+            end
         end
+        if ax[:ticks] ∉ (:none, nothing, false)
+            f = RecipesPipeline.scale_func(oax[:scale])
+            invf = RecipesPipeline.inverse_scale_func(oax[:scale])
 
-
-        # yaxis
-        x1, x2 = if sp[:framestyle] in (:origin, :zerolines)
-            0.0, 0.0
-        else
-            xor(yaxis[:mirror], xaxis[:flip]) ? (xmax, xmin) : (xmin, xmax)
-        end
-        if yaxis[:showaxis]
-            if sp[:framestyle] != :grid
-                push!(yaxis_segs, (x1, ymin), (x1, ymax))
-                # don't show the 0 tick label for the origin framestyle
-                if sp[:framestyle] == :origin && !(yticks in (:none, nothing,false)) && length(yticks) > 1
-                    showticks = yticks[1] .!= 0
-                    yticks = (yticks[1][showticks], yticks[2][showticks])
-                end
-            end
-            sp[:framestyle] in (:semi, :box) && push!(yborder_segs, (x2, ymin), (x2, ymax)) # right spine
-        end
-        if !(yaxis[:ticks] in (:none, nothing, false))
-            f = RecipesPipeline.scale_func(xaxis[:scale])
-            invf = RecipesPipeline.inverse_scale_func(xaxis[:scale])
-            tick_start, tick_stop = if sp[:framestyle] == :origin
-                t = invf(f(0) + 0.012 * (f(xmax) - f(xmin)))
-                (-t, t)
-            else
-                ticks_in = yaxis[:tick_direction] == :out ? -1 : 1
-                t = invf(f(x1) + 0.012 * (f(x2) - f(x1)) * ticks_in)
-                (x1, t)
-            end
-
-            for ytick in yticks[1]
-                if yaxis[:showaxis]
-                    push!(ytick_segs, (tick_start, ytick), (tick_stop, ytick)) # left tick
-                end
-                yaxis[:grid] && push!(ygrid_segs, (xmin, ytick), (xmax, ytick)) # horizontal grid
-            end
-
-            if !(yaxis[:minorticks] in (:none, nothing, false)) || yaxis[:minorgrid]
-                tick_start, tick_stop = if sp[:framestyle] == :origin
-                    t = invf(f(0) + 0.006 * (f(xmax) - f(xmin)))
-                    (-t, t)
-                else
-                    t = invf(f(x1) + 0.006 * (f(x2) - f(x1)) * ticks_in)
-                    (x1, t)
-                end
-                for ytick in yminorticks
-                    if yaxis[:showaxis]
-                        push!(ytick_segs, (tick_start, ytick), (tick_stop, ytick)) # left tick
+            add_major_or_minor_segments(ticks, grid, segments, factor, cond) = begin
+                ticks === nothing && return
+                if cond
+                    tick_start, tick_stop = if sp[:framestyle] == :origin
+                        t = invf(f(0) + factor * (f(oamax) - f(oamin)))
+                        (-t, t)
+                    else
+                        ticks_in = ax[:tick_direction] == :out ? -1 : 1
+                        t = invf(f(oa1) + factor * (f(oa2) - f(oa1)) * ticks_in)
+                        (oa1, t)
                     end
-                    yaxis[:minorgrid] && push!(yminorgrid_segs, (xmin, ytick), (xmax, ytick)) # horizontal grid
                 end
+
+                for tick in ticks
+                    if ax[:showaxis] && cond
+                        push!(
+                            tick_segments,
+                            reverse_if((tick, tick_start), isy),
+                            reverse_if((tick, tick_stop), isy),
+                        )
+                    end
+                    if grid
+                        push!(
+                            segments,
+                            reverse_if((tick, oamin), isy),
+                            reverse_if((tick, oamax), isy),
+                        )
+                    end
+                end
+            end
+
+            # add major grid segments
+            add_major_or_minor_segments(ticks[1], ax[:grid], grid_segments, 0.012, ax[:tick_direction] !== :none)
+
+            # add minor grid segments
+            if ax[:minorticks] ∉ (:none, nothing, false) || ax[:minorgrid]
+                add_major_or_minor_segments(minor_ticks, ax[:minorgrid], minorgrid_segments, 0.006, true)
             end
         end
     end
 
-    xticks, yticks, xaxis_segs, yaxis_segs, xtick_segs, ytick_segs, xgrid_segs, ygrid_segs, xminorgrid_segs, yminorgrid_segs, xborder_segs, yborder_segs
+    return (
+        ticks = ticks,
+        segments = segments,
+        tick_segments = tick_segments,
+        grid_segments = grid_segments,
+        minorgrid_segments = minorgrid_segments,
+        border_segments = border_segments
+    )
 end
 
+function sort_3d_axes(a, b, c, letter)
+    if letter === :x
+        a, b, c
+    elseif letter === :y
+        b, a, c
+    else
+        c, b, a
+    end
+end
 
-function axis_drawing_info_3d(sp::Subplot)
-    xaxis, yaxis, zaxis = sp[:xaxis], sp[:yaxis], sp[:zaxis]
-    xmin, xmax = axis_limits(sp, :x)
-    ymin, ymax = axis_limits(sp, :y)
-    zmin, zmax = axis_limits(sp, :z)
-    xticks = get_ticks(sp, xaxis)
-    yticks = get_ticks(sp, yaxis)
-    zticks = get_ticks(sp, zaxis)
-    xminorticks = get_minor_ticks(sp, xaxis, xticks)
-    yminorticks = get_minor_ticks(sp, yaxis, yticks)
-    zminorticks = get_minor_ticks(sp, zaxis, zticks)
-    xaxis_segs = Segments(3)
-    yaxis_segs = Segments(3)
-    zaxis_segs = Segments(3)
-    xtick_segs = Segments(3)
-    ytick_segs = Segments(3)
-    ztick_segs = Segments(3)
-    xgrid_segs = Segments(3)
-    ygrid_segs = Segments(3)
-    zgrid_segs = Segments(3)
-    xminorgrid_segs = Segments(3)
-    yminorgrid_segs = Segments(3)
-    zminorgrid_segs = Segments(3)
-    xborder_segs = Segments(3)
-    yborder_segs = Segments(3)
-    zborder_segs = Segments(3)
+function axis_drawing_info_3d(sp, letter)
+    near_letter = letter in (:x, :z) ? :y : :x
+    far_letter = letter in (:x, :y) ? :z : :x
 
-    if sp[:framestyle] != :none
+    ax = sp[Symbol(letter, :axis)]
+    nax = sp[Symbol(near_letter, :axis)]
+    fax = sp[Symbol(far_letter, :axis)]
 
-        # xaxis
-        y1, y2 = if sp[:framestyle] in (:origin, :zerolines)
-            0.0, 0.0
+    amin, amax = axis_limits(sp, letter)
+    namin, namax = axis_limits(sp, near_letter)
+    famin, famax = axis_limits(sp, far_letter)
+
+    ticks = get_ticks(sp, ax, update = false)
+    minor_ticks = get_minor_ticks(sp, ax, ticks)
+
+    # initialize the segments
+    segments = Segments(3)
+    tick_segments = Segments(3)
+    grid_segments = Segments(3)
+    minorgrid_segments = Segments(3)
+    border_segments = Segments(3)
+
+    
+    if sp[:framestyle] != :none# && letter === :x
+        na0, na1 = if sp[:framestyle] in (:origin, :zerolines)
+            0, 0
         else
-            xor(xaxis[:mirror], yaxis[:flip]) ? (ymax, ymin) : (ymin, ymax)
+            # reverse_if((namin, namax), xor(ax[:mirror], nax[:flip]))
+            reverse_if(reverse_if((namin, namax), letter === :y), xor(ax[:mirror], nax[:flip]))
         end
-        z1, z2 = if sp[:framestyle] in (:origin, :zerolines)
-            0.0, 0.0
+        fa0, fa1 = if sp[:framestyle] in (:origin, :zerolines)
+            0, 0
         else
-            xor(xaxis[:mirror], zaxis[:flip]) ? (zmax, zmin) : (zmin, zmax)
+            reverse_if((famin, famax), xor(ax[:mirror], fax[:flip]))
         end
-        if xaxis[:showaxis]
+        if ax[:showaxis]
             if sp[:framestyle] != :grid
-                push!(xaxis_segs, (xmin, y1, z1), (xmax, y1, z1))
+                push!(
+                    segments,
+                    sort_3d_axes(amin, na0, fa0, letter),
+                    sort_3d_axes(amax, na0, fa0, letter),
+                )
                 # don't show the 0 tick label for the origin framestyle
-                if sp[:framestyle] == :origin && !(xticks in (:none, nothing, false)) && length(xticks) > 1
-                    showticks = xticks[1] .!= 0
-                    xticks = (xticks[1][showticks], xticks[2][showticks])
+                if sp[:framestyle] == :origin && !(ticks in (:none, nothing, false)) && length(ticks) > 1
+                    i0 = findfirst(==(0), ticks[1])
+                    if i0 !== nothing
+                        deleteat!(ticks[1], i0)
+                        deleteat!(ticks[2], i0)
+                    end
                 end
             end
-            sp[:framestyle] in (:semi, :box) && push!(xborder_segs, (xmin, y2, z2), (xmax, y2, z2)) # top spine
+            if sp[:framestyle] in (:semi, :box)
+                push!(
+                    border_segments,
+                    sort_3d_axes(amin, na1, fa1, letter),
+                    sort_3d_axes(amax, na1, fa1, letter),
+                )
+            end
         end
-        if !(xaxis[:ticks] in (:none, nothing, false))
-            f = RecipesPipeline.scale_func(yaxis[:scale])
-            invf = RecipesPipeline.inverse_scale_func(yaxis[:scale])
-            tick_start, tick_stop = if sp[:framestyle] == :origin
-                t = invf(f(0) + 0.012 * (f(ymax) - f(ymin)))
-                (-t, t)
-            else
-                ticks_in = xaxis[:tick_direction] == :out ? -1 : 1
-                t = invf(f(y1) + 0.012 * (f(y2) - f(y1)) * ticks_in)
-                (y1, t)
-            end
 
-            for xtick in xticks[1]
-                if xaxis[:showaxis]
-                    push!(xtick_segs, (xtick, tick_start, z1), (xtick, tick_stop, z1)) # bottom tick
-                end
-                if xaxis[:grid]
-                    if sp[:framestyle] in (:origin, :zerolines)
-                        push!(xgrid_segs, (xtick, ymin, 0.0), (xtick, ymax, 0.0))
-                        push!(xgrid_segs, (xtick, 0.0, zmin), (xtick, 0.0, zmax))
+        if ax[:ticks] ∉ (:none, nothing, false)
+            f = RecipesPipeline.scale_func(nax[:scale])
+            invf = RecipesPipeline.inverse_scale_func(nax[:scale])
+            ga0, ga1 = sp[:framestyle] in (:origin, :zerolines) ? (namin, namax) : (na0, na1)
+
+            add_major_or_minor_segments(ticks, grid, segments, factor, cond) = begin
+                ticks === nothing && return
+                if cond
+                    tick_start, tick_stop = if sp[:framestyle] == :origin
+                        t = invf(f(0) + factor * (f(namax) - f(namin)))
+                        (-t, t)
                     else
-                        push!(xgrid_segs, (xtick, y1, z1), (xtick, y2, z1))
-                        push!(xgrid_segs, (xtick, y2, z1), (xtick, y2, z2))
+                        ticks_in = ax[:tick_direction] == :out ? -1 : 1
+                        t = invf(f(na0) + factor * (f(na1) - f(na0)) * ticks_in)
+                        (na0, t)
+                    end
+                end
+
+                for tick in ticks
+                    if ax[:showaxis] && cond
+                        push!(
+                            tick_segments,
+                            sort_3d_axes(tick, tick_start, fa0, letter),
+                            sort_3d_axes(tick, tick_stop, fa0, letter),
+                        )
+                    end
+                    if grid
+                        fa0_, fa1_ = reverse_if((fa0, fa1), ax[:mirror])
+                        ga0_, ga1_ = reverse_if((ga0, ga1), ax[:mirror])
+                        push!(
+                            segments,
+                            sort_3d_axes(tick, ga0_, fa0_, letter),
+                            sort_3d_axes(tick, ga1_, fa0_, letter),
+                        )
+                        push!(
+                            segments,
+                            sort_3d_axes(tick, ga1_, fa0_, letter),
+                            sort_3d_axes(tick, ga1_, fa1_, letter),
+                        )
                     end
                 end
             end
 
-            if !(xaxis[:minorticks] in (:none, nothing, false)) || xaxis[:minorgrid]
-                tick_start, tick_stop = if sp[:framestyle] == :origin
-                    t = invf(f(0) + 0.006 * (f(ymax) - f(ymin)))
-                    (-t, t)
-                else
-                    t = invf(f(y1) + 0.006 * (f(y2) - f(y1)) * ticks_in)
-                    (y1, t)
-                end
-                for xtick in xminorticks
-                    if xaxis[:showaxis]
-                        push!(xtick_segs, (xtick, tick_start, z1), (xtick, tick_stop, z1)) # bottom tick
-                    end
-                    if xaxis[:minorgrid]
-                        if sp[:framestyle] in (:origin, :zerolines)
-                            push!(xminorgrid_segs, (xtick, ymin, 0.0), (xtick, ymax, 0.0))
-                            push!(xminorgrid_segs, (xtick, 0.0, zmin), (xtick, 0.0, zmax))
-                        else
-                            push!(xminorgrid_segs, (xtick, y1, z1), (xtick, y2, z1))
-                            push!(xminorgrid_segs, (xtick, y2, z1), (xtick, y2, z2))
-                        end
-                    end
-                end
-            end
-        end
+            # add major grid segments
+            add_major_or_minor_segments(ticks[1], ax[:grid], grid_segments, 0.012, ax[:tick_direction] !== :none)
 
-
-        # yaxis
-        x1, x2 = if sp[:framestyle] in (:origin, :zerolines)
-            0.0, 0.0
-        else
-            xor(yaxis[:mirror], xaxis[:flip]) ? (xmin, xmax) : (xmax, xmin)
-        end
-        z1, z2 = if sp[:framestyle] in (:origin, :zerolines)
-            0.0, 0.0
-        else
-            xor(yaxis[:mirror], zaxis[:flip]) ? (zmax, zmin) : (zmin, zmax)
-        end
-        if yaxis[:showaxis]
-            if sp[:framestyle] != :grid
-                push!(yaxis_segs, (x1, ymin, z1), (x1, ymax, z1))
-                # don't show the 0 tick label for the origin framestyle
-                if sp[:framestyle] == :origin && !(yticks in (:none, nothing,false)) && length(yticks) > 1
-                    showticks = yticks[1] .!= 0
-                    yticks = (yticks[1][showticks], yticks[2][showticks])
-                end
-            end
-            sp[:framestyle] in (:semi, :box) && push!(yborder_segs, (x2, ymin, z2), (x2, ymax, z2)) # right spine
-        end
-        if !(yaxis[:ticks] in (:none, nothing, false))
-            f = RecipesPipeline.scale_func(xaxis[:scale])
-            invf = RecipesPipeline.inverse_scale_func(xaxis[:scale])
-            tick_start, tick_stop = if sp[:framestyle] == :origin
-                t = invf(f(0) + 0.012 * (f(xmax) - f(xmin)))
-                (-t, t)
-            else
-                ticks_in = yaxis[:tick_direction] == :out ? -1 : 1
-                t = invf(f(x1) + 0.012 * (f(x2) - f(x1)) * ticks_in)
-                (x1, t)
-            end
-
-            for ytick in yticks[1]
-                if yaxis[:showaxis]
-                    push!(ytick_segs, (tick_start, ytick, z1), (tick_stop, ytick, z1)) # left tick
-                end
-                if yaxis[:grid]
-                    if sp[:framestyle] in (:origin, :zerolines)
-                        push!(ygrid_segs, (xmin, ytick, 0.0), (xmax, ytick, 0.0))
-                        push!(ygrid_segs, (0.0, ytick, zmin), (0.0, ytick, zmax))
-                    else
-                        push!(ygrid_segs, (x1, ytick, z1), (x2, ytick, z1))
-                        push!(ygrid_segs, (x2, ytick, z1), (x2, ytick, z2))
-                    end
-                end
-            end
-
-            if !(yaxis[:minorticks] in (:none, nothing, false)) || yaxis[:minorgrid]
-                tick_start, tick_stop = if sp[:framestyle] == :origin
-                    t = invf(f(0) + 0.006 * (f(xmax) - f(xmin)))
-                    (-t, t)
-                else
-                    t = invf(f(x1) + 0.006 * (f(x2) - f(x1)) * ticks_in)
-                    (x1, t)
-                end
-                for ytick in yminorticks
-                    if yaxis[:showaxis]
-                        push!(ytick_segs, (tick_start, ytick, z1), (tick_stop, ytick, z1)) # left tick
-                    end
-                    if yaxis[:minorgrid]
-                        if sp[:framestyle] in (:origin, :zerolines)
-                            push!(yminorgrid_segs, (xmin, ytick, 0.0), (xmax, ytick, 0.0))
-                            push!(yminorgrid_segs, (0.0, ytick, zmin), (0.0, ytick, zmax))
-                        else
-                            push!(yminorgrid_segs, (x1, ytick, z1), (x2, ytick, z1))
-                            push!(yminorgrid_segs, (x2, ytick, z1), (x2, ytick, z2))
-                        end
-                    end
-                end
-            end
-        end
-
-
-        # zaxis
-        x1, x2 = if sp[:framestyle] in (:origin, :zerolines)
-            0.0, 0.0
-        else
-            xor(zaxis[:mirror], xaxis[:flip]) ? (xmax, xmin) : (xmin, xmax)
-        end
-        y1, y2 = if sp[:framestyle] in (:origin, :zerolines)
-            0.0, 0.0
-        else
-            xor(zaxis[:mirror], yaxis[:flip]) ? (ymax, ymin) : (ymin, ymax)
-        end
-        if zaxis[:showaxis]
-            if sp[:framestyle] != :grid
-                push!(zaxis_segs, (x1, y1, zmin), (x1, y1, zmax))
-                # don't show the 0 tick label for the origin framestyle
-                if sp[:framestyle] == :origin && !(zticks in (:none, nothing,false)) && length(zticks) > 1
-                    showticks = zticks[1] .!= 0
-                    zticks = (zticks[1][showticks], zticks[2][showticks])
-                end
-            end
-            sp[:framestyle] in (:semi, :box) && push!(zborder_segs, (x2, y2, zmin), (x2, y2, zmax))
-        end
-        if !(zaxis[:ticks] in (:none, nothing, false))
-            f = RecipesPipeline.scale_func(xaxis[:scale])
-            invf = RecipesPipeline.inverse_scale_func(xaxis[:scale])
-            tick_start, tick_stop = if sp[:framestyle] == :origin
-                t = invf(f(0) + 0.012 * (f(ymax) - f(ymin)))
-                (-t, t)
-            else
-                ticks_in = zaxis[:tick_direction] == :out ? -1 : 1
-                t = invf(f(y1) + 0.012 * (f(y2) - f(y1)) * ticks_in)
-                (y1, t)
-            end
-
-            for ztick in zticks[1]
-                if zaxis[:showaxis]
-                    push!(ztick_segs, (x1, tick_start, ztick), (x1, tick_stop, ztick)) # left tick
-                end
-                if zaxis[:grid]
-                    if sp[:framestyle] in (:origin, :zerolines)
-                        push!(zgrid_segs, (xmin, 0.0, ztick), (xmax, 0.0, ztick))
-                        push!(ygrid_segs, (0.0, ymin, ztick), (0.0, ymax, ztick))
-                    else
-                        push!(ygrid_segs, (x1, y1, ztick), (x1, y2, ztick))
-                        push!(ygrid_segs, (x1, y2, ztick), (x2, y2, ztick))
-                    end
-                end
-            end
-
-            if !(zaxis[:minorticks] in (:none, nothing, false)) || zaxis[:minorgrid]
-                tick_start, tick_stop = if sp[:framestyle] == :origin
-                    t = invf(f(0) + 0.006 * (f(ymax) - f(ymin)))
-                    (-t, t)
-                else
-                    t = invf(f(y1) + 0.006 * (f(y2) - f(y1)) * ticks_in)
-                    (y1, t)
-                end
-                for ztick in zminorticks
-                    if zaxis[:showaxis]
-                        push!(ztick_segs, (x1, tick_start, ztick), (x1, tick_stop, ztick)) # left tick
-                    end
-                    if zaxis[:minorgrid]
-                        if sp[:framestyle] in (:origin, :zerolines)
-                            push!(zminorgrid_segs, (xmin, 0.0, ztick), (xmax, 0.0, ztick))
-                            push!(zminorgrid_segs, (0.0, ymin, ztick), (0.0, ymax, ztick))
-                        else
-                            push!(zminorgrid_segs, (x1, y1, ztick), (x1, y2, ztick))
-                            push!(zminorgrid_segs, (x1, y2, ztick), (x2, y2, ztick))
-                        end
-                    end
-                end
+            # add minor grid segments
+            if ax[:minorticks] ∉ (:none, nothing, false) || ax[:minorgrid]
+                add_major_or_minor_segments(minor_ticks, ax[:minorgrid], minorgrid_segments, 0.006, true)
             end
         end
     end
 
-    xticks, yticks, zticks, xaxis_segs, yaxis_segs, zaxis_segs, xtick_segs, ytick_segs, ztick_segs, xgrid_segs, ygrid_segs, zgrid_segs, xminorgrid_segs, yminorgrid_segs, zminorgrid_segs, xborder_segs, yborder_segs, zborder_segs
+    return (
+        ticks = ticks,
+        segments = segments,
+        tick_segments = tick_segments,
+        grid_segments = grid_segments,
+        minorgrid_segments = minorgrid_segments,
+        border_segments = border_segments
+    )
 end
+
+reverse_if(x, cond) = cond ? reverse(x) : x
+axis_tuple(x, y, letter) = reverse_if((x, y), letter === :y)
+
+axes_shift(t, i) = i % 3 == 0 ? t : i % 3 == 1 ? (t[3], t[1], t[2]) : (t[2], t[3], t[1])

src/backends.jl

@@ -256,6 +256,7 @@ end
 @init_backend PGFPlotsX
 @init_backend InspectDR
 @init_backend HDF5
+@init_backend Gaston
 
 # ---------------------------------------------------------
 
@@ -316,7 +317,6 @@ const _gr_attr = merge_with_base_supported([
     :layout,
     :title, :window_title,
     :guide, :lims, :ticks, :scale, :flip,
-    :match_dimensions,
     :titlefontfamily, :titlefontsize, :titlefonthalign, :titlefontvalign,
     :titlefontrotation, :titlefontcolor,
     :legendfontfamily, :legendfontsize, :legendfonthalign, :legendfontvalign,
@@ -353,6 +353,7 @@ const _gr_seriestype = [
     :scatter3d,
     :surface,
     :wireframe,
+    :mesh3d,
     :volume,
     :shape,
 ]
@@ -367,10 +368,10 @@ is_marker_supported(::GRBackend, shape::Shape) = true
 function _initialize_backend(pkg::PlotlyBackend)
     try
         @eval Main begin
-            import ORCA
+            import PlotlyBase
         end
     catch
-        @info "For saving to png with the Plotly backend ORCA has to be installed."
+        @info "For saving to png with the Plotly backend PlotlyBase has to be installed."
     end
 end
 
@@ -429,6 +430,7 @@ const _plotly_seriestype = [
     :shape,
     :scattergl,
     :straightline,
+    :mesh3d
 ]
 const _plotly_style = [:auto, :solid, :dash, :dot, :dashdot]
 const _plotly_marker = [
@@ -471,7 +473,6 @@ const _pgfplots_attr = merge_with_base_supported([
     :polar,
     # :normalize, :weights, :contours,
     :aspect_ratio,
-    # :match_dimensions,
     :tick_direction,
     :framestyle,
     :camera,
@@ -487,7 +488,7 @@ const _pgfplots_scale = [:identity, :ln, :log2, :log10]
 
 function _initialize_backend(pkg::PlotlyJSBackend)
     @eval Main begin
-        import PlotlyJS, ORCA
+        import PlotlyJS
         export PlotlyJS
     end
 end
@@ -532,6 +533,10 @@ const _pyplot_attr = merge_with_base_supported([
     :guidefontfamily, :guidefontsize, :guidefontcolor,
     :grid, :gridalpha, :gridstyle, :gridlinewidth,
     :legend, :legendtitle, :colorbar, :colorbar_title, :colorbar_entry,
+    :colorbar_ticks, :colorbar_tickfontfamily, :colorbar_tickfontsize,
+    :colorbar_tickfonthalign, :colorbar_tickfontvalign,
+    :colorbar_tickfontrotation, :colorbar_tickfontcolor,
+    :colorbar_scale,
     :marker_z, :line_z, :fill_z,
     :levels,
     :ribbon, :quiver, :arrow,
@@ -540,7 +545,6 @@ const _pyplot_attr = merge_with_base_supported([
     :polar,
     :normalize, :weights,
     :contours, :aspect_ratio,
-    :match_dimensions,
     :clims,
     :inset_subplots,
     :dpi,
@@ -553,6 +557,7 @@ const _pyplot_attr = merge_with_base_supported([
 const _pyplot_seriestype = [
     :path,
     :steppre,
+    :stepmid,
     :steppost,
     :shape,
     :straightline,
@@ -571,6 +576,92 @@ const _pyplot_style = [:auto, :solid, :dash, :dot, :dashdot]
 const _pyplot_marker = vcat(_allMarkers, :pixel)
 const _pyplot_scale = [:identity, :ln, :log2, :log10]
 
+# ------------------------------------------------------------------------------
+# Gaston
+
+function _initialize_backend(::GastonBackend)
+    @eval Main begin
+        import Gaston
+        export Gaston
+    end
+end
+
+const _gaston_attr = merge_with_base_supported([
+    # :annotations,
+    # :background_color_legend,
+    # :background_color_inside,
+    # :background_color_outside,
+    # :foreground_color_legend,
+    # :foreground_color_grid, :foreground_color_axis,
+    # :foreground_color_text, :foreground_color_border,
+    :label,
+    # :seriescolor, :seriesalpha,
+    :linecolor, :linestyle, :linewidth, :linealpha,
+    :markershape, :markercolor, :markersize, :markeralpha,
+    # :markerstrokewidth, :markerstrokecolor, :markerstrokealpha, :markerstrokestyle,
+    # :fillrange, :fillcolor, :fillalpha,
+    # :bins,
+    # :bar_width, :bar_edges,
+    # :title,
+    # :window_title,
+    :guide,
+    # :guide_position,
+    :lims, :ticks, :scale, # :flip, :rotation,
+    :tickfont, :guidefont,
+    # :legendfont,
+    # :grid, :legend,
+    # :colorbar, :colorbar_title,
+    # :fill_z, :line_z, :marker_z, :levels,
+    # :ribbon, :quiver, :arrow,
+    # :orientation,
+    # :overwrite_figure,
+    # :polar,
+    # :normalize, :weights, :contours,
+    # :aspect_ratio,
+    :tick_direction,
+    # :framestyle,
+    # :camera,
+    # :contour_labels,
+  ])
+const _gaston_seriestype = [:path,
+                            # :path3d,
+                            :scatter,
+                            :steppre,
+                            # :stepmid,
+                            :steppost,
+                            # :histogram2d,
+                            # :ysticks, :xsticks,
+                            # :contour,
+                            :shape,
+                            # :straightline,
+                            ]
+
+const _gaston_style = [:auto,
+                       :solid,
+                       :dash,
+                       :dot,
+                       :dashdot,
+                       :dashdotdot
+                       ]
+
+const _gaston_marker = [:none,
+                        # :auto,
+                        :circle,
+                        :rect,
+                        :diamond,
+                        :utriangle,
+                        :dtriangle,
+                        :pentagon,
+                        :x,
+                        :+
+                        ] #vcat(_allMarkers, Shape)
+
+const _gaston_scale = [:identity,
+                       # :ln,
+                       # :log2,
+                       :log10,
+                       ]
+
 # ------------------------------------------------------------------------------
 # unicodeplots
 
@@ -626,7 +717,6 @@ const _hdf5_attr = merge_with_base_supported([
     :polar,
     :normalize, :weights,
     :contours, :aspect_ratio,
-    :match_dimensions,
     :clims,
     :inset_subplots,
     :dpi,
@@ -635,6 +725,7 @@ const _hdf5_attr = merge_with_base_supported([
 const _hdf5_seriestype = [
     :path,
     :steppre,
+    :stepmid,
     :steppost,
     :shape,
     :straightline,
@@ -664,11 +755,6 @@ mutable struct HDF5Plot_PlotRef
 end
 const HDF5PLOT_PLOTREF = HDF5Plot_PlotRef(nothing)
 
-#Simple sub-structures that can just be written out using _hdf5plot_gwritefields:
-const HDF5PLOT_SIMPLESUBSTRUCT = Union{Font, BoundingBox,
-	GridLayout, RootLayout, ColorGradient, SeriesAnnotations, PlotText,
-	Shape,
-}
 
 # ------------------------------------------------------------------------------
 # inspectdr
@@ -704,7 +790,6 @@ const _inspectdr_attr = merge_with_base_supported([
     :polar,
 #    :normalize, :weights,
 #    :contours, :aspect_ratio,
-    :match_dimensions,
 #    :clims,
 #    :inset_subplots,
     :dpi,
@@ -712,7 +797,7 @@ const _inspectdr_attr = merge_with_base_supported([
   ])
 const _inspectdr_style = [:auto, :solid, :dash, :dot, :dashdot]
 const _inspectdr_seriestype = [
-        :path, :scatter, :shape, :straightline, #, :steppre, :steppost
+        :path, :scatter, :shape, :straightline, #, :steppre, :stepmid, :steppost
     ]
 #see: _allMarkers, _shape_keys
 const _inspectdr_marker = Symbol[
@@ -765,7 +850,6 @@ const _pgfplotsx_attr = merge_with_base_supported([
     :ticks,
     :scale,
     :flip,
-    :match_dimensions,
     :titlefontfamily,
     :titlefontsize,
     :titlefonthalign,
@@ -828,6 +912,7 @@ const _pgfplotsx_seriestype = [
     :surface,
     :wireframe,
     :heatmap,
+    :mesh3d,
     :contour,
     :contour3d,
     :quiver,
@@ -851,6 +936,7 @@ const _pgfplotsx_marker = [
     :rtriangle,
     :cross,
     :xcross,
+    :x,
     :star5,
     :pentagon,
     :hline,

src/backends/gaston.jl

@@ -0,0 +1,331 @@
+# https://github.com/mbaz/Gaston.
+const G = Gaston
+const GastonSubplot = G.Plot
+const GASTON_MARKER_SCALING = 1.3 / 5.0
+const GNUPLOT_DPI = 72  # Compensate for DPI with increased resolution
+
+#
+# --------------------------------------------
+# These functions are called by Plots
+# --------------------------------------------
+#
+# Create the window/figure for this backend.
+function _create_backend_figure(plt::Plot{GastonBackend})
+    xsize = plt.attr[:size][1]
+    ysize = plt.attr[:size][2]
+    G.set(termopts="""size $xsize,$ysize""")
+
+    state_handle = G.nexthandle() # for now all the figures will be kept
+    plt.o = G.newfigure(state_handle)
+end
+
+
+function _before_layout_calcs(plt::Plot{GastonBackend})
+    # Initialize all the subplots first
+    plt.o.subplots = G.SubPlot[]
+    grid = size(plt.layout)
+    plt.o.layout = grid
+
+
+    for sp in plt.subplots
+        gaston_init_subplot(plt, sp)
+    end
+
+    # Then add the series (curves in gaston)
+    for series in plt.series_list
+        gaston_add_series(plt, series)
+    end
+end
+
+function _update_min_padding!(sp::Subplot{GastonBackend})
+    sp.minpad = (20mm, 5mm, 2mm, 10mm)
+end
+
+function _update_plot_object(plt::Plot{GastonBackend})
+end
+
+for (mime, term) in (
+    "application/eps"         => "epscairo",   # NEED fixing TODO
+    "image/eps"               => "epslatex",   # NEED fixing TODO
+    "application/pdf"         => "pdfcairo",   # NEED fixing TODO
+    "application/postscript"  => "postscript", # NEED fixing TODO
+    "image/svg+xml"           => "svg",
+    "text/latex"              => "tikz",       # NEED fixing TODO
+    "application/x-tex"       => "epslatex",   # NEED fixing TODO
+    "text/plain"              => "dumb",       # NEED fixing TODO
+)
+    @eval function _show(io::IO, ::MIME{Symbol($mime)}, plt::Plot{GastonBackend})
+        xsize = plt.attr[:size][1]
+        ysize = plt.attr[:size][2]
+        termopts="""size $xsize,$ysize"""
+
+        tmpfile = G.tempname() * "." * $term
+
+        G.save(
+            term = $term,
+            output = tmpfile,
+            handle = plt.o.handle,
+            saveopts = termopts
+        )
+        while !isfile(tmpfile) end  # avoid race condition with read in next line
+        write(io, read(tmpfile))
+        rm(tmpfile, force=true)
+        nothing
+
+    end
+end
+
+function _show(io::IO, mime::MIME{Symbol("image/png")},
+               plt::Plot{GastonBackend},)
+    scaling = plt.attr[:dpi] / GNUPLOT_DPI
+    xsize = plt.attr[:size][1] * scaling
+    ysize = plt.attr[:size][2] * scaling
+
+    # Scale all plot elements to match Plots.jl DPI standard
+    termopts="""size $xsize,$ysize fontscale $scaling lw $scaling dl $scaling ps $scaling"""
+
+    tmpfile = G.tempname()
+
+    G.save(
+        term = "pngcairo",
+        output = tmpfile,
+        handle = plt.o.handle,
+        saveopts = termopts
+    )
+    while !isfile(tmpfile) end  # avoid race condition with read in next line
+    write(io, read(tmpfile))
+    rm(tmpfile, force=true)
+    nothing
+end
+
+
+function _display(plt::Plot{GastonBackend})
+    display(plt.o)
+end
+#
+# --------------------------------------------
+# These functions are gaston specific
+# --------------------------------------------
+#
+function gaston_init_subplot(plt::Plot{GastonBackend}, sp::Subplot{GastonBackend})
+    dims = RecipesPipeline.is3d(sp) ? 3 : 2
+
+    axesconf = gaston_parse_axes_args(plt, sp)  # Gnuplot string
+    sp.o = GastonSubplot(dims=dims, axesconf = axesconf, curves = [])
+    push!(plt.o.subplots,  sp.o)
+
+end
+
+function gaston_add_series(plt::Plot{GastonBackend}, series::Series)
+    # Gaston.Curve = Plots.Series
+    sp = series[:subplot]
+    g_sp = sp.o  # Gaston subplot object
+
+    seriesconf = gaston_parse_series_args(series)  # Gnuplot string
+    c = G.Curve(series[:x], series[:y], nothing, nothing, seriesconf )
+
+    isfirst = length(g_sp.curves) == 0 ? true : false
+    push!(g_sp.curves, c)
+    G.write_data(c, g_sp.dims, g_sp.datafile, append = isfirst ? false : true)
+end
+
+function gaston_parse_series_args(series::Series)
+    curveconf = String[]
+    st = series[:seriestype]
+
+    if st == :scatter
+        pt = gaston_marker(series[:markershape])
+        ps = series[:markersize] * GASTON_MARKER_SCALING
+        lc = gaston_color(series[:markercolor])
+        # alpha = series[:markeralpha] # TODO merge alpha with rgb color
+        push!(curveconf, """with points pt $pt ps $ps lc $lc""")
+    elseif st == :path
+        lc = gaston_color(series[:linecolor])
+        dt = gaston_linestyle(series[:linestyle])
+        lw = series[:linewidth]
+        # alpha = series[:linealpha] # TODO merge alpha with rgb color
+        if series[:markershape] == :none # simplepath
+            push!(curveconf, """with lines lc $lc dt $dt lw $lw""")
+        else
+            pt = gaston_marker(series[:markershape])
+            ps = series[:markersize] * GASTON_MARKER_SCALING
+            push!(curveconf, """with lp lc $lc dt $dt lw $lw pt $pt ps $ps""")
+        end
+    elseif st == :shape
+        fc = gaston_color(series[:fillcolor])
+        fs = "solid"
+        lc = gaston_color(series[:linecolor])
+        push!(curveconf, """with filledcurves fc $fc fs $fs border lc $lc""")
+    elseif st == :steppre
+        push!(curveconf, """with steps""")
+    elseif st == :steppost
+        push!(curveconf, """with fsteps""")  # Not sure if not the other way
+    end
+
+    # label
+    push!(curveconf, """title "$(series[:label])" """)
+
+    return join(curveconf, " ")
+end
+
+function gaston_parse_axes_args(plt::Plot{GastonBackend}, sp::Subplot{GastonBackend})
+    axesconf = String[]
+    # Standard 2d axis
+    if !ispolar(sp) && !RecipesPipeline.is3d(sp)
+        # TODO
+        # configure grid, axis spines, thickness
+    end
+
+    for letter in (:x, :y, :z)
+        axis_attr = sp.attr[Symbol(letter, :axis)]
+        # label names
+        push!(axesconf, """set $(letter)label "$(axis_attr[:guide])"  """)
+        push!(axesconf, """set $(letter)label font "$(axis_attr[:guidefontfamily]), $(axis_attr[:guidefontsize])"  """)
+
+        # Handle ticks
+        # ticksyle
+        push!(axesconf, """set $(letter)tics font "$(axis_attr[:tickfontfamily]), $(axis_attr[:tickfontsize])"  """)
+        push!(axesconf, """set $(letter)tics textcolor rgb "#$(hex(axis_attr[:tickfontcolor], :rrggbb))" """)
+        push!(axesconf, """set $(letter)tics  $(axis_attr[:tick_direction])""")
+
+        mirror = axis_attr[:mirror] ? "mirror" : "nomirror"
+        push!(axesconf, """set $(letter)tics  $(mirror) """)
+
+        logscale = if axis_attr[:scale] == :identity
+            "nologscale"
+        elseif axis_attr[:scale] == :log10
+            "logscale"
+        end
+        push!(axesconf, """set $logscale $(letter)""")
+
+        # tick locations
+        if axis_attr[:ticks] != :native
+            # axis limits
+            from, to = axis_limits(sp, letter)
+            push!(axesconf, """set $(letter)range [$from:$to]""")
+
+            ticks = get_ticks(sp, axis_attr)
+            gaston_set_ticks!(axesconf, ticks, letter)
+        end
+        # set title {"<title-text>"} {offset <offset>} {font "<font>{,<size>}"}{{textcolor | tc} {<colorspec> | default}} {{no}enhanced}1
+    end
+    gaston_set_legend!(axesconf, sp) # Set legend params
+
+    if sp[:title] != nothing
+        push!(axesconf, """set title '$(sp[:title])' """)
+        push!(axesconf, """set title font '$(sp[:titlefontfamily]), $(sp[:titlefontsize])' """)
+    end
+
+    return join(axesconf, "\n")
+end
+
+function gaston_set_ticks!(axesconf, ticks, letter)
+
+    ticks == :auto && return
+    if ticks == :none || ticks === nothing || ticks == false
+        push!(axesconf, """unset $(letter)tics """)
+        return
+    end
+
+    ttype = ticksType(ticks)
+    if ttype == :ticks
+        tick_locations = @view ticks[:]
+        gaston_tick_string = []
+        for i in eachindex(tick_locations)
+            lac = tick_locations[i]
+            push!(gaston_tick_string, "$loc")
+        end
+        push!(
+            axesconf,
+            "set $(letter)tics (" * join(gaston_tick_string, ", ") * ")"
+        )
+
+    elseif ttype == :ticks_and_labels
+        tick_locations = @view ticks[1][:]
+        tick_labels = @view ticks[2][:]
+        gaston_tick_string = []
+        for i in eachindex(tick_locations)
+            loc = tick_locations[i]
+            lab = gaston_enclose_tick_string(tick_labels[i])
+            push!(gaston_tick_string, "'$lab' $loc")
+        end
+        push!(
+            axesconf,
+            "set $(letter)tics (" * join(gaston_tick_string, ", ") * ")"
+        )
+
+    else
+        error("Invalid input for $(letter)ticks: $ticks")
+    end
+end
+
+function gaston_set_legend!(axesconf, sp)
+    leg = sp[:legend]
+    if !(sp[:legend] in(:none, :inline))
+        if leg == :best
+            leg = :topright
+        end
+
+        if occursin("outer", string(leg))
+            push!(axesconf, "set key outside")
+        else
+            push!(axesconf, "set key inside")
+        end
+        positions = ["top", "bottom", "left", "right"]
+        for position in positions
+            if occursin(position, string(leg))
+                push!(axesconf, "set key $position")
+            end
+        end
+        if sp[:legendtitle] != nothing
+            push!(axesconf, "set key title '$(sp[:legendtitle])'")
+        end
+        push!(axesconf, "set key box linewidth 1")
+        push!(axesconf, "set key opaque")
+
+        push!(axesconf, "set border back")
+        push!(axesconf, """set key font "$(sp[:legendfontfamily]), $(sp[:legendfontsize])"  """)
+    else
+        push!(axesconf, "set key off")
+
+    end
+
+end
+
+function gaston_marker(marker)
+    marker == :none && return -1
+    marker == :circle && return 7
+    marker == :rect && return 5
+    marker == :diamond && return 28
+    marker == :utriangle && return 9
+    marker == :dtriangle && return 11
+    marker == :+ && return 1
+    marker == :x && return 2
+    marker == :star5 && return 3
+    marker == :pentagon && return 15
+    marker == :pixel && return 0
+
+    @warn("Unsupported marker $marker")
+    return 1
+end
+
+gaston_color(color) = """rgb "#$(hex(color, :rrggbb))"  """
+
+function gaston_linestyle(style)
+    style == :solid && return "1"
+    style == :dash && return "2"
+    style == :dot && return "3"
+    style == :dashdot && return "4"
+    style == :dashdotdot && return "5"
+end
+
+function gaston_enclose_tick_string(tick_string)
+    if findfirst("^", tick_string) == nothing
+        return tick_string
+    end
+
+
+    base, power = split(tick_string, "^")
+    power = string("{", power, "}")
+    return string(base, "^", power)
+end

src/backends/inspectdr.jl

@@ -17,9 +17,6 @@ Add in functionality to Plots.jl:
 
 is_marker_supported(::InspectDRBackend, shape::Shape) = true
 
-_inspectdr_to_pixels(bb::BoundingBox) =
-    InspectDR.BoundingBox(to_pixels(left(bb)), to_pixels(right(bb)), to_pixels(top(bb)), to_pixels(bottom(bb)))
-
 #Do we avoid Map to avoid possible pre-comile issues?
 function _inspectdr_mapglyph(s::Symbol)
     s == :rect && return :square
@@ -79,6 +76,58 @@ end
 
 # ---------------------------------------------------------------------------
 
+function _inspectdr_getaxisticks(ticks, gridlines, xfrm)
+    TickCustom = InspectDR.TickCustom
+    _xfrm(coord) = InspectDR.axis2aloc(Float64(coord), xfrm.spec) #Ensure Float64 - in case
+
+    ttype = ticksType(ticks)
+    if ticks == :native
+        #keep current
+    elseif ttype == :ticks_and_labels
+        pos = ticks[1]; labels = ticks[2]; nticks = length(ticks[1])
+        newticks = TickCustom[TickCustom(_xfrm(pos[i]), labels[i]) for i in 1:nticks]
+        gridlines = InspectDR.GridLinesCustom(gridlines)
+        gridlines.major = newticks
+        gridlines.minor = []
+        gridlines.displayminor = false
+    elseif ttype == :ticks
+        nticks = length(ticks)
+        gridlines.major = Float64[_xfrm(t) for t in ticks]
+        gridlines.minor = []
+        gridlines.displayminor = false
+    elseif isnothing(ticks)
+        gridlines.major = []
+        gridlines.minor = []
+    else #Assume ticks == :native
+        #keep current
+    end
+
+    return gridlines #keep current
+end
+
+function _inspectdr_setticks(sp::Subplot, plot, strip, xaxis, yaxis)
+    InputXfrm1D = InspectDR.InputXfrm1D
+    _get_ticks(axis) = :native == axis[:ticks] ? (:native) : get_ticks(sp, axis)
+    wantnative(ticks) = (:native == ticks)
+
+    xticks = _get_ticks(xaxis)
+    yticks = _get_ticks(yaxis)
+
+    if wantnative(xticks) && wantnative(yticks)
+        #Don't "eval" tick values
+        return
+    end
+
+    #TODO: Allow InspectDR to independently "eval" x or y ticks
+    ext = InspectDR.getextents_aloc(plot, 1)
+    grid = InspectDR._eval(strip.grid, plot.xscale, strip.yscale, ext)
+    grid.xlines = _inspectdr_getaxisticks(xticks, grid.xlines, InputXfrm1D(plot.xscale))
+    grid.ylines = _inspectdr_getaxisticks(yticks, grid.ylines, InputXfrm1D(strip.yscale))
+    strip.grid = grid
+end
+
+# ---------------------------------------------------------------------------
+
 function _inspectdr_getscale(s::Symbol, yaxis::Bool)
 #TODO: Support :asinh, :sqrt
     kwargs = yaxis ? (:tgtmajor=>8, :tgtminor=>2) : () #More grid lines on y-axis
@@ -167,6 +216,7 @@ function _series_added(plt::Plot{InspectDRBackend}, series::Series)
     st = series[:seriestype]
     sp = series[:subplot]
     plot = sp.o
+    clims = get_clims(sp, series)
 
     #Don't do anything without a "subplot" object:  Will process later.
     if nothing == plot; return; end
@@ -237,7 +287,7 @@ For st in :shape:
                 color = linecolor, fillcolor = fillcolor
             )
         end
-   elseif st in (:path, :scatter, :straightline) #, :steppre, :steppost)
+   elseif st in (:path, :scatter, :straightline) #, :steppre, :stepmid, :steppost)
         #NOTE: In Plots.jl, :scatter plots have 0-linewidths (I think).
         linewidth = series[:linewidth]
         #More efficient & allows some support for markerstrokewidth:
@@ -256,8 +306,8 @@ For st in :shape:
         wfrm.glyph = InspectDR.glyph(
             shape = _inspectdr_mapglyph(series[:markershape]),
             size = _inspectdr_mapglyphsize(series[:markersize]),
-            color = _inspectdr_mapcolor(plot_color(series[:markerstrokecolor], series[:markerstrokealpha])),
-            fillcolor = _inspectdr_mapcolor(plot_color(series[:markercolor], series[:markeralpha])),
+            color = _inspectdr_mapcolor(plot_color(get_markerstrokecolor(series), get_markerstrokealpha(series))),
+            fillcolor = _inspectdr_mapcolor(plot_color(get_markercolor(series, clims), get_markeralpha(series))),
         )
     end
 
@@ -288,8 +338,8 @@ function _inspectdr_setupsubplot(sp::Subplot{InspectDRBackend})
     ygrid_show = yaxis[:grid]
 
     strip.grid = InspectDR.GridRect(
-    	vmajor=xgrid_show, # vminor=xgrid_show,
-    	hmajor=ygrid_show, # hminor=ygrid_show,
+        vmajor=xgrid_show, # vminor=xgrid_show,
+        hmajor=ygrid_show, # hminor=ygrid_show,
     )
 
         plot.xscale = _inspectdr_getscale(xaxis[:scale], false)
@@ -302,38 +352,48 @@ function _inspectdr_setupsubplot(sp::Subplot{InspectDRBackend})
             xmin, xmax = -rmax, rmax
             ymin, ymax = -rmax, rmax
         end
-        plot.xext = InspectDR.PExtents1D() #reset
-        strip.yext = InspectDR.PExtents1D() #reset
         plot.xext_full = InspectDR.PExtents1D(xmin, xmax)
         strip.yext_full = InspectDR.PExtents1D(ymin, ymax)
+        #Set current extents = full extents (needed for _eval(strip.grid,...))
+        plot.xext = plot.xext_full
+        strip.yext = strip.yext_full
+        _inspectdr_setticks(sp, plot, strip, xaxis, yaxis)
+
     a = plot.annotation
         a.title = sp[:title]
         a.xlabel = xaxis[:guide]; a.ylabels = [yaxis[:guide]]
 
-    l = plot.layout
-        l[:frame_canvas].fillcolor = _inspectdr_mapcolor(sp[:background_color_subplot])
-        l[:frame_data].fillcolor = _inspectdr_mapcolor(sp[:background_color_inside])
-        l[:frame_data].line.color = _inspectdr_mapcolor(xaxis[:foreground_color_axis])
-        l[:font_title] = InspectDR.Font(sp[:titlefontfamily],
+    #Modify base layout of new object:
+    l = plot.layout.defaults = deepcopy(InspectDR.defaults.plotlayout)
+        #IMPORTANT: Must deepcopy to ensure we don't change layouts of other plots.
+        #Works because plot uses defaults (not user-overwritten `layout.values`)
+        l.frame_canvas.fillcolor = _inspectdr_mapcolor(sp[:background_color_subplot])
+        l.frame_data.fillcolor = _inspectdr_mapcolor(sp[:background_color_inside])
+        l.frame_data.line.color = _inspectdr_mapcolor(xaxis[:foreground_color_axis])
+        l.font_title = InspectDR.Font(sp[:titlefontfamily],
             _inspectdr_mapptsize(sp[:titlefontsize]),
             color = _inspectdr_mapcolor(sp[:titlefontcolor])
         )
         #Cannot independently control fonts of axes with InspectDR:
-        l[:font_axislabel] = InspectDR.Font(xaxis[:guidefontfamily],
+        l.font_axislabel = InspectDR.Font(xaxis[:guidefontfamily],
             _inspectdr_mapptsize(xaxis[:guidefontsize]),
             color = _inspectdr_mapcolor(xaxis[:guidefontcolor])
         )
-        l[:font_ticklabel] = InspectDR.Font(xaxis[:tickfontfamily],
+        l.font_ticklabel = InspectDR.Font(xaxis[:tickfontfamily],
             _inspectdr_mapptsize(xaxis[:tickfontsize]),
             color = _inspectdr_mapcolor(xaxis[:tickfontcolor])
         )
-        l[:enable_legend] = (sp[:legend] != :none)
-        #l[:halloc_legend] = 150 #TODO: compute???
-        l[:font_legend] = InspectDR.Font(sp[:legendfontfamily],
+        l.enable_legend = (sp[:legend] != :none)
+        #l.halloc_legend = 150 #TODO: compute???
+        l.font_legend = InspectDR.Font(sp[:legendfontfamily],
             _inspectdr_mapptsize(sp[:legendfontsize]),
             color = _inspectdr_mapcolor(sp[:legendfontcolor])
         )
-        l[:frame_legend].fillcolor = _inspectdr_mapcolor(sp[:background_color_legend])
+        l.frame_legend.fillcolor = _inspectdr_mapcolor(sp[:background_color_legend])
+
+        #_round!() ensures values use integer spacings (looks better on screen):
+        InspectDR._round!(InspectDR.autofit2font!(l, legend_width=10.0)) #10 "em"s wide
+    return
 end
 
 # called just before updating layout bounding boxes... in case you need to prep
@@ -347,8 +407,9 @@ function _before_layout_calcs(plt::Plot{InspectDRBackend})
         #Don't use window_title... probably not what you want.
         #mplot.title = plt[:window_title]
     end
-    mplot.layout[:frame].fillcolor = _inspectdr_mapcolor(plt[:background_color_outside])
 
+    mplot.layout[:frame].fillcolor = _inspectdr_mapcolor(plt[:background_color_outside])
+        mplot.layout[:frame] = mplot.layout[:frame] #register changes
     resize!(mplot.subplots, length(plt.subplots))
     nsubplots = length(plt.subplots)
     for (i, sp) in enumerate(plt.subplots)
@@ -412,11 +473,16 @@ end
 function _update_plot_object(plt::Plot{InspectDRBackend})
     mplot = _inspectdr_getmplot(plt.o)
     if nothing == mplot; return; end
+    mplot.bblist = InspectDR.BoundingBox[]
 
     for (i, sp) in enumerate(plt.subplots)
-        graphbb = _inspectdr_to_pixels(plotarea(sp))
-        plot = mplot.subplots[i]
-        plot.plotbb = InspectDR.plotbounds(plot.layout.values, graphbb)
+        figw, figh = sp.plt[:size]
+        pcts = bbox_to_pcts(sp.bbox, figw*px, figh*px)
+        _left, _bottom, _width, _height = pcts
+        ymax = 1.0-_bottom
+        ymin = ymax - _height
+        bb = InspectDR.BoundingBox(_left, _left+_width, ymin, ymax)
+        push!(mplot.bblist, bb)
     end
 
     gplot = _inspectdr_getgui(plt.o)

src/backends/plotly.jl

@@ -1,4 +1,3 @@
-
 # https://plot.ly/javascript/getting-started
 
 is_subplot_supported(::PlotlyBackend) = true
@@ -8,7 +7,7 @@ function _plotly_framestyle(style::Symbol)
         return style
     else
         default_style = get((semi = :box, origin = :zerolines), style, :axes)
-        @warn("Framestyle :$style is not supported by Plotly and PlotlyJS. :$default_style was cosen instead.")
+        @warn("Framestyle :$style is not supported by Plotly and PlotlyJS. :$default_style was chosen instead.")
         default_style
     end
 end
@@ -20,6 +19,16 @@ using UUIDs
 
 # ----------------------------------------------------------------
 
+function labelfunc(scale::Symbol, backend::PlotlyBackend)
+    texfunc = labelfunc_tex(scale)
+    function (x)
+        tex_x = texfunc(x)
+        sup_x = replace( tex_x, r"\^{(.*)}"=>s"<sup>\1</sup>" )
+        # replace dash with \minus (U+2212)
+        replace(sup_x, "-" => "−")
+    end
+end
+
 function plotly_font(font::Font, color = font.color)
     KW(
         :family => font.family,
@@ -111,16 +120,17 @@ end
 
 
 # this method gets the start/end in percentage of the canvas for this axis direction
-function plotly_domain(sp::Subplot, letter)
+function plotly_domain(sp::Subplot)
     figw, figh = sp.plt[:size]
     pcts = bbox_to_pcts(sp.plotarea, figw*px, figh*px)
     pcts = plotly_apply_aspect_ratio(sp, sp.plotarea, pcts)
-    i1,i2 = (letter == :x ? (1,3) : (2,4))
-    [pcts[i1], pcts[i1]+pcts[i2]]
+    x_domain = [pcts[1], pcts[1] + pcts[3]]
+    y_domain = [pcts[2], pcts[2] + pcts[4]]
+    return x_domain, y_domain
 end
 
 
-function plotly_axis(plt::Plot, axis::Axis, sp::Subplot)
+function plotly_axis(axis, sp, anchor = nothing, domain = nothing)
     letter = axis[:letter]
     framestyle = sp[:framestyle]
     ax = KW(
@@ -133,20 +143,16 @@ function plotly_axis(plt::Plot, axis::Axis, sp::Subplot)
         :zerolinecolor => rgba_string(axis[:foreground_color_axis]),
         :showline   => framestyle in (:box, :axes) && axis[:showaxis],
         :linecolor  => rgba_string(plot_color(axis[:foreground_color_axis])),
-        :ticks      => axis[:tick_direction] == :out ? "outside" : "inside",
+        :ticks      => axis[:tick_direction] === :out ? "outside" : 
+                       axis[:tick_direction] === :in ? "inside" : "",
         :mirror     => framestyle == :box,
         :showticklabels => axis[:showaxis],
     )
-
-    if letter in (:x,:y)
-        ax[:domain] = plotly_domain(sp, letter)
-        if RecipesPipeline.is3d(sp)
-            # don't link 3d axes for synchronized interactivity
-            x_idx = y_idx = sp[:subplot_index]
-        else
-            x_idx, y_idx = plotly_link_indicies(plt, sp)
-        end
-        ax[:anchor] = "$(letter==:x ? "y$(y_idx)" : "x$(x_idx)")"
+    if anchor !== nothing
+        ax[:anchor] = anchor
+    end
+    if domain !== nothing
+        ax[:domain] = domain
     end
 
     ax[:tickangle] = -axis[:rotation]
@@ -241,31 +247,38 @@ function plotly_layout(plt::Plot)
         # set to supported framestyle
         sp[:framestyle] = _plotly_framestyle(sp[:framestyle])
 
-        # if any(RecipesPipeline.is3d, seriesargs)
-        if RecipesPipeline.is3d(sp)
-            azim = sp[:camera][1] - 90 #convert azimuthal to match GR behaviour
-            theta = 90 - sp[:camera][2] #spherical coordinate angle from z axis
-            plotattributes_out[:scene] = KW(
-                Symbol("xaxis$(spidx)") => plotly_axis(plt, sp[:xaxis], sp),
-                Symbol("yaxis$(spidx)") => plotly_axis(plt, sp[:yaxis], sp),
-                Symbol("zaxis$(spidx)") => plotly_axis(plt, sp[:zaxis], sp),
-
-                #2.6 multiplier set camera eye such that whole plot can be seen
-                :camera => KW(
-                    :eye => KW(
-                        :x => cosd(azim)*sind(theta)*2.6,
-                        :y => sind(azim)*sind(theta)*2.6,
-                        :z => cosd(theta)*2.6,
-                    ),
-                ),
-            )
-        elseif ispolar(sp)
+        if ispolar(sp)
             plotattributes_out[Symbol("angularaxis$(spidx)")] = plotly_polaraxis(sp, sp[:xaxis])
             plotattributes_out[Symbol("radialaxis$(spidx)")] = plotly_polaraxis(sp, sp[:yaxis])
         else
-            plotattributes_out[Symbol("xaxis$(x_idx)")] = plotly_axis(plt, sp[:xaxis], sp)
-            # don't allow yaxis to be reupdated/reanchored in a linked subplot
-            spidx == y_idx ? plotattributes_out[Symbol("yaxis$(y_idx)")] = plotly_axis(plt, sp[:yaxis], sp) : nothing
+            x_domain, y_domain = plotly_domain(sp)
+            if RecipesPipeline.is3d(sp)
+                azim = sp[:camera][1] - 90 #convert azimuthal to match GR behaviour
+                theta = 90 - sp[:camera][2] #spherical coordinate angle from z axis
+                plotattributes_out[Symbol(:scene, spidx)] = KW(
+                    :domain => KW(:x => x_domain, :y => y_domain),
+                    Symbol("xaxis$(spidx)") => plotly_axis(sp[:xaxis], sp),
+                    Symbol("yaxis$(spidx)") => plotly_axis(sp[:yaxis], sp),
+                    Symbol("zaxis$(spidx)") => plotly_axis(sp[:zaxis], sp),
+
+                    #2.6 multiplier set camera eye such that whole plot can be seen
+                    :camera => KW(
+                        :eye => KW(
+                            :x => cosd(azim)*sind(theta)*2.6,
+                            :y => sind(azim)*sind(theta)*2.6,
+                            :z => cosd(theta)*2.6,
+                        ),
+                    ),
+                )
+            else
+                plotattributes_out[Symbol("xaxis$(x_idx)")] =
+                    plotly_axis(sp[:xaxis], sp, string("y", y_idx) , x_domain)
+                # don't allow yaxis to be reupdated/reanchored in a linked subplot
+                if spidx == y_idx
+                    plotattributes_out[Symbol("yaxis$(y_idx)")] =
+                        plotly_axis(sp[:yaxis], sp, string("x", x_idx), y_domain)
+                end
+            end
         end
 
         # legend
@@ -327,7 +340,11 @@ function plotly_add_legend!(plotattributes_out::KW, sp::Subplot)
             :font     => plotly_font(legendfont(sp)),
             :tracegroupgap => 0,
             :x => legend_position.coords[1],
-            :y => legend_position.coords[2]
+            :y => legend_position.coords[2],
+            :title => KW(
+                :text => sp[:legendtitle] === nothing ? "" : string(sp[:legendtitle]),
+                :font => plotly_font(legendtitlefont(sp)),
+            ),
         )
     end
 end
@@ -337,7 +354,7 @@ function plotly_legend_pos(pos::Symbol)
     ybot = 0.07
     ytop = 1.0
     xcenter = 0.55
-    ycenter = 0.52    
+    ycenter = 0.52
     center = 0.5
     youtertop = 1.1
     youterbot = -0.15
@@ -352,9 +369,9 @@ function plotly_legend_pos(pos::Symbol)
         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"),
-        outertop =(coords = [center, youtertop ], xanchor = "upper",  yanchor = "middle"), 
-        outerbottom =(coords = [center, youterbot], xanchor = "lower",  yanchor = "middle"), 
-        outerleft =(coords = [xouterleft, center], 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"),
         outerright =(coords = [xouterright, center], xanchor = "right",  yanchor = "top"),
         outertopleft =(coords = [xouterleft, ytop], xanchor = "upper",  yanchor = "left"),
         outertopright = (coords = [xouterright, ytop], xanchor = "upper",  yanchor = "right"),
@@ -368,6 +385,25 @@ end
 
 plotly_legend_pos(v::Tuple{S,T}) where {S<:Real, T<:Real} = (coords=v, xanchor="left", yanchor="top")
 
+plotly_legend_pos(theta::Real) = plotly_legend_pos((theta, :inner))
+
+function plotly_legend_pos(v::Tuple{S,Symbol}) where S<:Real
+    (s,c) = sincosd(v[1])
+    xanchors = ["left", "center", "right"]
+    yanchors = ["bottom", "middle", "top"]
+
+    if v[2] === :inner
+        rect = (0.07,0.5,1.0,0.07,0.52,1.0)
+        xanchor = xanchors[legend_anchor_index(c)]
+        yanchor = yanchors[legend_anchor_index(s)]
+    else
+        rect = (-0.15,0.5,1.05,-0.15,0.52,1.1)
+        xanchor = xanchors[4-legend_anchor_index(c)]
+        yanchor = yanchors[4-legend_anchor_index(s)]
+    end
+    return (coords=legend_pos_from_angle(v[1],rect...), xanchor=xanchor, yanchor=yanchor)
+end
+
 
 function plotly_layout_json(plt::Plot)
     JSON.json(plotly_layout(plt), 4)
@@ -446,8 +482,8 @@ function plotly_data(series::Series, letter::Symbol, data)
        data
     end
 
-    if series[:seriestype] in (:heatmap, :contour, :surface, :wireframe)
-        plotly_surface_data(series, data)
+    if series[:seriestype] in (:heatmap, :contour, :surface, :wireframe, :mesh3d)
+        handle_surface(data)
     else
         plotly_data(data)
     end
@@ -457,10 +493,6 @@ plotly_data(v::AbstractArray) = v
 plotly_data(surf::Surface) = surf.surf
 plotly_data(v::AbstractArray{R}) where {R<:Rational} = float(v)
 
-plotly_surface_data(series::Series, a::AbstractVector) = a
-plotly_surface_data(series::Series, a::AbstractMatrix) = transpose_z(series, a, false)
-plotly_surface_data(series::Series, a::Surface) = plotly_surface_data(series, a.surf)
-
 function plotly_native_data(axis::Axis, data::AbstractArray)
     if !isempty(axis[:discrete_values])
         construct_categorical_data(data, axis)
@@ -501,9 +533,17 @@ function plotly_series(plt::Plot, series::Series)
     plotattributes_out = KW()
 
     # these are the axes that the series should be mapped to
-    x_idx, y_idx = plotly_link_indicies(plt, sp)
-    plotattributes_out[:xaxis] = "x$(x_idx)"
-    plotattributes_out[:yaxis] = "y$(y_idx)"
+    if RecipesPipeline.is3d(sp)
+        spidx = length(plt.subplots) > 1 ? sp[:subplot_index] : ""
+        plotattributes_out[:xaxis] = "x$spidx"
+        plotattributes_out[:yaxis] = "y$spidx"
+        plotattributes_out[:zaxis] = "z$spidx"
+        plotattributes_out[:scene] = "scene$spidx"
+    else
+        x_idx, y_idx = length(plt.subplots) > 1 ? plotly_link_indicies(plt, sp) : ("", "")
+        plotattributes_out[:xaxis] = "x$(x_idx)"
+        plotattributes_out[:yaxis] = "y$(y_idx)"
+    end
     plotattributes_out[:showlegend] = should_add_to_legend(series)
 
     if st == :straightline
@@ -553,7 +593,7 @@ function plotly_series(plt::Plot, series::Series)
         plotattributes_out[:showscale] = hascolorbar(sp) && hascolorbar(series)
 
     elseif st in (:surface, :wireframe)
-        plotattributes_out[:type] = "surface"
+	  plotattributes_out[:type] = "surface"
         plotattributes_out[:x], plotattributes_out[:y], plotattributes_out[:z] = x, y, z
         if st == :wireframe
             plotattributes_out[:hidesurface] = true
@@ -568,11 +608,34 @@ function plotly_series(plt::Plot, series::Series)
             plotattributes_out[:colorscale] = plotly_colorscale(series[:fillcolor], series[:fillalpha])
             plotattributes_out[:opacity] = series[:fillalpha]
             if series[:fill_z] !== nothing
-                plotattributes_out[:surfacecolor] = plotly_surface_data(series, series[:fill_z])
+                plotattributes_out[:surfacecolor] = handle_surface(series[:fill_z])
             end
             plotattributes_out[:showscale] = hascolorbar(sp)
         end
+    elseif st == :mesh3d
+	plotattributes_out[:type] = "mesh3d"
+        plotattributes_out[:x], plotattributes_out[:y], plotattributes_out[:z] = x, y, z
 
+	if series[:connections] !== nothing
+		if typeof(series[:connections]) <: Tuple{Array,Array,Array}
+			i,j,k = series[:connections]
+			if !(length(i) == length(j) == length(k))
+				throw(ArgumentError("Argument connections must consist of equally sized arrays."))
+			end
+			plotattributes_out[:i] = i
+			plotattributes_out[:j] = j
+			plotattributes_out[:k] = k
+		else
+			throw(ArgumentError("Argument connections has to be a tuple of three arrays."))
+		end
+	end
+	plotattributes_out[:colorscale] = plotly_colorscale(series[:fillcolor], series[:fillalpha])
+	plotattributes_out[:color] = rgba_string(plot_color(series[:fillcolor], series[:fillalpha]))
+        plotattributes_out[:opacity] = series[:fillalpha]
+        if series[:fill_z] !== nothing
+            plotattributes_out[:surfacecolor] = handle_surface(series[:fill_z])
+        end
+        plotattributes_out[:showscale] = hascolorbar(sp)
     else
         @warn("Plotly: seriestype $st isn't supported.")
         return KW()
@@ -600,7 +663,7 @@ function plotly_series(plt::Plot, series::Series)
 end
 
 function plotly_series_shapes(plt::Plot, series::Series, clims)
-    segments = iter_segments(series)
+    segments = series_segments(series; check=true)
     plotattributes_outs = Vector{KW}(undef, length(segments))
 
     # TODO: create a plotattributes_out for each polygon
@@ -619,7 +682,8 @@ function plotly_series_shapes(plt::Plot, series::Series, clims)
         for (letter, data) in zip((:x, :y), shape_data(series, 100))
     )
 
-    for (i,rng) in enumerate(segments)
+    for (k, segment) in enumerate(segments)
+        i, rng = segment.attr_index, segment.range
         length(rng) < 2 && continue
 
         # to draw polygons, we actually draw lines with fill
@@ -638,10 +702,10 @@ function plotly_series_shapes(plt::Plot, series::Series, clims)
                 :dash => string(get_linestyle(series, i)),
             )
         end
-        plotattributes_out[:showlegend] = i==1 ? should_add_to_legend(series) : false
+        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[i] = plotattributes_out
+        plotattributes_outs[k] = plotattributes_out
     end
     if series[:fill_z] !== nothing
         push!(plotattributes_outs, plotly_colorbar_hack(series, plotattributes_base, :fill))
@@ -662,12 +726,16 @@ function plotly_series_segments(series::Series, plotattributes_base::KW, x, y, z
     hasfillrange = st in (:path, :scatter, :scattergl, :straightline) &&
         (isa(series[:fillrange], AbstractVector) || isa(series[:fillrange], Tuple))
 
-    segments = iter_segments(series)
+    segments = collect(series_segments(series, st))
     plotattributes_outs = fill(KW(), (hasfillrange ? 2 : 1 ) * length(segments))
 
-    for (i,rng) in enumerate(segments)
+    needs_scatter_fix = !isscatter && hasmarker && !any(isnan,y) && length(segments) > 1
+
+    for (k, segment) in enumerate(segments)
+        i, rng = segment.attr_index, segment.range
+        
         plotattributes_out = deepcopy(plotattributes_base)
-        plotattributes_out[:showlegend] = i==1 ? should_add_to_legend(series) : false
+        plotattributes_out[:showlegend] = k==1 ? should_add_to_legend(series) : false
         plotattributes_out[:legendgroup] = series[:label]
 
         # set the type
@@ -701,13 +769,15 @@ function plotly_series_segments(series::Series, plotattributes_base::KW, x, y, z
 
         # add "marker"
         if hasmarker
+            mcolor = rgba_string(plot_color(get_markercolor(series, clims, i), get_markeralpha(series, i)))
+            lcolor = rgba_string(plot_color(get_markerstrokecolor(series, i), get_markerstrokealpha(series, i)))
             plotattributes_out[:marker] = KW(
                 :symbol => get_plotly_marker(_cycle(series[:markershape], i), string(_cycle(series[:markershape], i))),
-                # :opacity => series[:markeralpha],
+                # :opacity => needs_scatter_fix ? [1, 0] : 1,
                 :size => 2 * _cycle(series[:markersize], i),
-                :color => rgba_string(plot_color(get_markercolor(series, clims, i), get_markeralpha(series, i))),
+                :color => needs_scatter_fix ? [mcolor, "rgba(0, 0, 0, 0.000)"] : mcolor,
                 :line => KW(
-                    :color => rgba_string(plot_color(get_markerstrokecolor(series, i), get_markerstrokealpha(series, i))),
+                    :color => needs_scatter_fix ? [lcolor, "rgba(0, 0, 0, 0.000)"] : lcolor,
                     :width => _cycle(series[:markerstrokewidth], i),
                 ),
             )
@@ -720,6 +790,8 @@ function plotly_series_segments(series::Series, plotattributes_base::KW, x, y, z
                 :width => get_linewidth(series, i),
                 :shape => if st == :steppre
                     "vh"
+                elseif st == :stepmid
+                    "hvh"
                 elseif st == :steppost
                     "hv"
                 else
@@ -752,16 +824,15 @@ function plotly_series_segments(series::Series, plotattributes_base::KW, x, y, z
             else
                 # if fillrange is a tuple with upper and lower limit, plotattributes_out_fillrange
                 # is the series that will do the filling
-                fillrng = Tuple(series[:fillrange][i][rng] for i in 1:2)
-                plotattributes_out_fillrange[:x], plotattributes_out_fillrange[:y] = concatenate_fillrange(x[rng], fillrng)
+                plotattributes_out_fillrange[:x], plotattributes_out_fillrange[:y] = concatenate_fillrange(x[rng], series[:fillrange])
                 plotattributes_out_fillrange[:line][:width] = 0
                 delete!(plotattributes_out, :fill)
                 delete!(plotattributes_out, :fillcolor)
             end
 
-            plotattributes_outs[(2 * i - 1):(2 * i)] = [plotattributes_out_fillrange, plotattributes_out]
+            plotattributes_outs[(2k-1):(2k)] = [plotattributes_out_fillrange, plotattributes_out]
         else
-            plotattributes_outs[i] = plotattributes_out
+            plotattributes_outs[k] = plotattributes_out
         end
     end
 
@@ -789,8 +860,8 @@ function plotly_colorbar_hack(series::Series, plotattributes_base::KW, sym::Symb
     end
     # zrange = zmax == zmin ? 1 : zmax - zmin # if all marker_z values are the same, plot all markers same color (avoids division by zero in next line)
     plotattributes_out[:marker] = KW(
-        :size => 0,
-        :opacity => 0,
+        :size => 1e-10,
+        :opacity => 1e-10,
         :color => [0.5],
         :cmin => cmin,
         :cmax => cmax,
@@ -837,31 +908,19 @@ plotly_series_json(plt::Plot) = JSON.json(plotly_series(plt), 4)
 html_head(plt::Plot{PlotlyBackend}) = plotly_html_head(plt)
 html_body(plt::Plot{PlotlyBackend}) = plotly_html_body(plt)
 
-const ijulia_initialized = Ref(false)
-
 function plotly_html_head(plt::Plot)
-    local_file = ("file:///" * plotly_local_file_path)
     plotly =
-        use_local_dependencies[] ? local_file : "https://cdn.plot.ly/plotly-1.54.2.min.js"
+        use_local_dependencies[] ? ("file:///" * plotly_local_file_path[]) : "https://cdn.plot.ly/$(_plotly_min_js_filename)"
 
     include_mathjax = get(plt[:extra_plot_kwargs], :include_mathjax, "")
     mathjax_file = include_mathjax != "cdn" ? ("file://" * include_mathjax) : "https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.7/MathJax.js?config=TeX-MML-AM_CHTML"
     mathjax_head = include_mathjax == "" ? "" : "<script src=\"$mathjax_file\"></script>\n\t\t"
 
-    if isijulia() && !ijulia_initialized[]
-        # using requirejs seems to be key to load a js depency in IJulia!
-        # https://requirejs.org/docs/start.html
-        # https://github.com/JuliaLang/IJulia.jl/issues/345
-        display("text/html", """
-            <script type="text/javascript">
-                requirejs([$(repr(plotly))], function(p) {
-                    window.Plotly = p
-                });
-            </script>
-        """)
-        ijulia_initialized[] = true
+    if isijulia()
+        mathjax_head
+    else
+        "$mathjax_head<script src=$(repr(plotly))></script>"
     end
-    return "$mathjax_head<script src=$(repr(plotly))></script>"
 end
 
 function plotly_html_body(plt, style = nothing)
@@ -869,12 +928,33 @@ function plotly_html_body(plt, style = nothing)
         w, h = plt[:size]
         style = "width:$(w)px;height:$(h)px;"
     end
+
+    requirejs_prefix = ""
+    requirejs_suffix = ""
+    if isijulia()
+        # require.js adds .js automatically
+        plotly_no_ext =
+            use_local_dependencies[] ? ("file:///" * plotly_local_file_path[]) : "https://cdn.plot.ly/$(_plotly_min_js_filename)"
+        plotly_no_ext = plotly_no_ext[1:end-3]
+
+        requirejs_prefix = """
+            requirejs.config({
+                paths: {
+                    Plotly: '$(plotly_no_ext)'
+                }
+            });
+            require(['Plotly'], function (Plotly) {
+        """
+        requirejs_suffix = "});"
+    end
+
     uuid = UUIDs.uuid4()
     html = """
         <div id=\"$(uuid)\" style=\"$(style)\"></div>
         <script>
-        PLOT = document.getElementById('$(uuid)');
-        Plotly.plot(PLOT, $(plotly_series_json(plt)), $(plotly_layout_json(plt)));
+        $(requirejs_prefix)
+        $(js_body(plt, uuid))
+        $(requirejs_suffix)
         </script>
     """
     html
@@ -882,7 +962,7 @@ end
 
 function js_body(plt::Plot, uuid)
     js = """
-        PLOT = document.getElementById('$(uuid)');
+        var PLOT = document.getElementById('$(uuid)');
         Plotly.plot(PLOT, $(plotly_series_json(plt)), $(plotly_layout_json(plt)));
     """
 end
@@ -906,7 +986,7 @@ end
 
 
 function _show(io::IO, ::MIME"text/html", plt::Plot{PlotlyBackend})
-    write(io, standalone_html(plt))
+    write(io, embeddable_html(plt))
 end
 
 

src/backends/plotlybase.jl

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

src/backends/plotlyjs.jl

@@ -34,13 +34,12 @@ _show(io::IO, mime::MIME"application/vnd.plotly.v1+json", plt::Plot{PlotlyJSBack
 html_head(plt::Plot{PlotlyJSBackend}) = plotly_html_head(plt)
 html_body(plt::Plot{PlotlyJSBackend}) = plotly_html_body(plt)
 
-_show(io::IO, ::MIME"text/html", plt::Plot{PlotlyJSBackend}) = write(io, standalone_html(plt))
+_show(io::IO, ::MIME"text/html", plt::Plot{PlotlyJSBackend}) = write(io, embeddable_html(plt))
 
 _display(plt::Plot{PlotlyJSBackend}) = display(plotlyjs_syncplot(plt))
 
 function PlotlyJS.WebIO.render(plt::Plot{PlotlyJSBackend})
-    plt_html = sprint(show, MIME("text/html"), plt)
-    return PlotlyJS.WebIO.render(PlotlyJS.WebIO.dom"div"(innerHTML=plt_html))
+    return PlotlyJS.WebIO.render(plotlyjs_syncplot(plt))
 end
 
 function closeall(::PlotlyJSBackend)

src/backends/pyplot.jl

@@ -23,6 +23,8 @@ pynp."seterr"(invalid="ignore")
 pytransforms = PyPlot.pyimport("matplotlib.transforms")
 pycollections = PyPlot.pyimport("matplotlib.collections")
 pyart3d = PyPlot.art3D
+pyrcparams = PyPlot.PyDict(PyPlot.matplotlib."rcParams")
+
 
 # "support" matplotlib v1.5
 set_facecolor_sym = if PyPlot.version < v"2"
@@ -59,6 +61,9 @@ end
 # # anything else just gets a bluesred gradient
 # py_colormap(c, α=nothing) = py_colormap(default_gradient(), α)
 
+py_handle_surface(v) = v
+py_handle_surface(z::Surface) = z.surf
+
 py_color(s) = py_color(parse(Colorant, string(s)))
 py_color(c::Colorant) = (red(c), green(c), blue(c), alpha(c))
 py_color(cs::AVec) = map(py_color, cs)
@@ -147,12 +152,14 @@ end
 
 function py_stepstyle(seriestype::Symbol)
     seriestype == :steppost && return "steps-post"
+    seriestype == :stepmid && return "steps-mid"
     seriestype == :steppre && return "steps-pre"
     return "default"
 end
 
 function py_fillstepstyle(seriestype::Symbol)
     seriestype == :steppost && return "post"
+    seriestype == :stepmid && return "mid"
     seriestype == :steppre && return "pre"
     return nothing
 end
@@ -175,15 +182,7 @@ function add_pyfixedformatter(cbar, vals::AVec)
 end
 
 function labelfunc(scale::Symbol, backend::PyPlotBackend)
-    if scale == :log10
-        x -> PyPlot.LaTeXStrings.latexstring("10^{$x}")
-    elseif scale == :log2
-        x -> PyPlot.LaTeXStrings.latexstring("2^{$x}")
-    elseif scale == :ln
-        x -> PyPlot.LaTeXStrings.latexstring("e^{$x}")
-    else
-        x -> PyPlot.LaTeXStrings.latexstring(convert_sci_unicode(x))
-    end
+    PyPlot.LaTeXStrings.latexstring ∘ labelfunc_tex(scale)
 end
 
 function py_mask_nans(z)
@@ -208,9 +207,15 @@ function fix_xy_lengths!(plt::Plot{PyPlotBackend}, series::Series)
     end
 end
 
-py_linecolormap(series::Series)       = py_colormap(series[:linecolor])
-py_markercolormap(series::Series)     = py_colormap(series[:markercolor])
-py_fillcolormap(series::Series)       = py_colormap(series[:fillcolor])
+function py_linecolormap(series::Series)
+    py_colormap(cgrad(series[:linecolor], alpha=get_linealpha(series)))
+end
+function py_markercolormap(series::Series)
+    py_colormap(cgrad(series[:markercolor], alpha=get_markeralpha(series)))
+end
+function py_fillcolormap(series::Series)
+    py_colormap(cgrad(series[:fillcolor], alpha=get_fillalpha(series)))
+end
 
 # ---------------------------------------------------------------------------
 
@@ -276,7 +281,6 @@ end
 function py_bbox_axis(ax, letter)
     ticks = py_bbox_ticks(ax, letter)
     labels = py_bbox_axislabel(ax, letter)
-    # letter == "x" && @show ticks labels ticks+labels
     ticks + labels
 end
 
@@ -351,7 +355,7 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
     fix_xy_lengths!(plt, series)
 
     # ax = getAxis(plt, series)
-    x, y, z = series[:x], series[:y], series[:z]
+    x, y, z = (py_handle_surface(series[letter]) for letter in (:x, :y, :z))
     if st == :straightline
         x, y = straightline_data(series)
     elseif st == :shape
@@ -376,8 +380,10 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
     vmin, vmax = clims = get_clims(sp, series)
 
     # Dict to store extra kwargs
-    if st == :wireframe
-        extrakw = KW()          # vmin, vmax cause an error for wireframe plot
+    if st == :wireframe || st == :hexbin
+        # vmin, vmax cause an error for wireframe plot
+        # We are not supporting clims for hexbin as calculation of bins is not trivial
+        extrakw = KW()
     else
         extrakw = KW(:vmin => vmin, :vmax => vmax)
     end
@@ -404,9 +410,8 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
     # for each plotting command, optionally build and add a series handle to the list
 
     # line plot
-    if st in (:path, :path3d, :steppre, :steppost, :straightline)
+    if st in (:path, :path3d, :steppre, :stepmid, :steppost, :straightline)
         if maximum(series[:linewidth]) > 0
-            segments = iter_segments(series)
             # TODO: check LineCollection alternative for speed
             # if length(segments) > 1 && (any(typeof(series[attr]) <: AbstractVector for attr in (:fillcolor, :fillalpha)) || series[:fill_z] !== nothing) && !(typeof(series[:linestyle]) <: AbstractVector)
             #     # multicolored line segments
@@ -437,9 +442,10 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
             #     end
             #     push!(handles, handle)
             # else
-            for (i, rng) in enumerate(iter_segments(series))
+            for (k, segment) in enumerate(series_segments(series, st; check=true))
+                i, rng = segment.attr_index, segment.range
                 handle = ax."plot"((arg[rng] for arg in xyargs)...;
-                                   label = i == 1 ? series[:label] : "",
+                                   label = k == 1 ? series[:label] : "",
                                    zorder = series[:series_plotindex],
                                    color = py_color(single_color(get_linecolor(series, clims, i)), get_linealpha(series, i)),
                                    linewidth = py_thickness_scale(plt, get_linewidth(series, i)),
@@ -480,130 +486,33 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
     end
 
     # add markers?
-    if series[:markershape] != :none && st in (:path, :scatter, :path3d,
-                                          :scatter3d, :steppre, :steppost,
-                                          :bar)
-        markercolor = if any(typeof(series[arg]) <: AVec for arg in (:markercolor, :markeralpha)) || series[:marker_z] !== nothing
-            # py_color(plot_color.(get_markercolor.(series, clims, eachindex(x)), get_markeralpha.(series, eachindex(x))))
-            [py_color(plot_color(get_markercolor(series, clims, i), get_markeralpha(series, i))) for i in eachindex(x)]
-        else
-            py_color(plot_color(series[:markercolor], series[:markeralpha]))
-        end
-        extrakw[:c] = if markercolor isa Array
-            permutedims(hcat([[m...] for m in markercolor]...),[2,1])
-        elseif markercolor isa Tuple
-            reshape([markercolor...], 1, length(markercolor))
-        else
-            error("This case is not handled.  Please file an issue.")
-        end
-        xyargs = if st == :bar && !isvertical(series)
-            (y, x)
-        else
-            xyargs
-        end
-
-        if isa(series[:markershape], AbstractVector{Shape})
-            # this section will create one scatter per data point to accommodate the
-            # vector of shapes
-            handle = []
-            x,y = xyargs
-            shapes = series[:markershape]
-            msc = py_color(get_markerstrokecolor(series), get_markerstrokealpha(series))
-            lw = py_thickness_scale(plt, series[:markerstrokewidth])
-            for i=eachindex(y)
-                if series[:marker_z] !== nothing
-                    extrakw[:c] = [py_color(get_markercolor(series, i), get_markercoloralpha(series, i))]
+    if series[:markershape] != :none && st in (
+        :path, :scatter, :path3d, :scatter3d, :steppre, :stepmid, :steppost, :bar
+    )
+        for segment in series_segments(series, :scatter)
+            i, rng = segment.attr_index, segment.range
+            xyargs = if st == :bar && !isvertical(series)
+                if RecipesPipeline.is3d(sp)
+                    y[rng], x[rng], z[rng]
+                else
+                    y[rng], x[rng]
                 end
-
-                push!(handle, ax."scatter"(_cycle(x,i), _cycle(y,i);
-                    label = series[:label],
-                    zorder = series[:series_plotindex] + 0.5,
-                    marker = py_marker(_cycle(shapes,i)),
-                    s =  py_thickness_scale(plt, _cycle(series[:markersize],i)).^ 2,
-                    facecolors = py_color(get_markercolor(series, i), get_markercoloralpha(series, i)),
-                    edgecolors = msc,
-                    linewidths = lw,
-                    extrakw...
-                ))
-            end
-            push!(handles, handle)
-        elseif isa(series[:markershape], AbstractVector{Symbol})
-            handle = []
-            x,y = xyargs
-            shapes = series[:markershape]
-
-            prev_marker = py_marker(_cycle(shapes,1))
-
-            cur_x_list = []
-            cur_y_list = []
-
-            cur_color_list = []
-            cur_scale_list = []
-
-            delete!(extrakw, :c)
-
-            for i=eachindex(y)
-                cur_marker = py_marker(_cycle(shapes,i))
-
-                if ( cur_marker == prev_marker )
-                  push!(cur_x_list, _cycle(x,i))
-                  push!(cur_y_list, _cycle(y,i))
-
-                  push!(cur_color_list, _cycle(markercolor, i))
-                  push!(cur_scale_list, py_thickness_scale(plt, _cycle(series[:markersize],i)).^ 2)
-
-                  continue
+            else
+                if RecipesPipeline.is3d(sp)
+                    x[rng], y[rng], z[rng]
+                else
+                    x[rng], y[rng]
                 end
-
-                push!(handle, ax."scatter"(cur_x_list, cur_y_list;
-                  label = series[:label],
-                  zorder = series[:series_plotindex] + 0.5,
-                  marker = prev_marker,
-                  s = cur_scale_list,
-                  edgecolors = py_color(get_markerstrokecolor(series), get_markerstrokealpha(series)),
-                  linewidths = py_thickness_scale(plt, series[:markerstrokewidth]),
-                  facecolors = cur_color_list,
-                  extrakw...
-                ))
-
-                cur_x_list = [_cycle(x,i)]
-                cur_y_list = [_cycle(y,i)]
-
-                cur_color_list = [_cycle(markercolor, i)]
-                cur_scale_list = [py_thickness_scale(plt, _cycle(series[:markersize],i)) .^ 2]
-
-                prev_marker = cur_marker
-            end
-
-            if !isempty(cur_color_list)
-              push!(handle, ax."scatter"(cur_x_list, cur_y_list;
-                label = series[:label],
-                zorder = series[:series_plotindex] + 0.5,
-                marker = prev_marker,
-                s = cur_scale_list,
-                edgecolors = py_color(get_markerstrokecolor(series), get_markerstrokealpha(series)),
-                linewidths = py_thickness_scale(plt, series[:markerstrokewidth]),
-                facecolors = cur_color_list,
-                extrakw...
-              ))
-            end
-
-            push!(handles, handle)
-        else
-            # do a normal scatter plot
-
-            # Add depthshade option for 3d plots
-            if RecipesPipeline.is3d(sp)
-                extrakw[:depthshade] = get(series[:extra_kwargs], :depthshade, false)
             end
 
             handle = ax."scatter"(xyargs...;
                 label = series[:label],
                 zorder = series[:series_plotindex] + 0.5,
-                marker = py_marker(series[:markershape]),
-                s = py_thickness_scale(plt, series[:markersize]) .^2,
-                edgecolors = py_color(get_markerstrokecolor(series), get_markerstrokealpha(series)),
-                linewidths = py_thickness_scale(plt, series[:markerstrokewidth]),
+                marker = py_marker(_cycle(series[:markershape], i)),
+                s =  py_thickness_scale(plt, _cycle(series[:markersize], i)).^ 2,
+                facecolors = py_color(get_markercolor(series, i), get_markeralpha(series, i)),
+                edgecolors = py_color(get_markerstrokecolor(series, i), get_markerstrokealpha(series, i)),
+                linewidths = py_thickness_scale(plt, get_markerstrokewidth(series, i)),
                 extrakw...
             )
             push!(handles, handle)
@@ -611,31 +520,27 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
     end
 
     if st == :hexbin
-        handle = ax."hexbin"(x, y,
+        extrakw[:mincnt] = get(series[:extra_kwargs], :mincnt, nothing)
+        extrakw[:edgecolors] = get(series[:extra_kwargs], :edgecolors, py_color(get_linecolor(series)))
+        handle = ax."hexbin"(x, y;
             label = series[:label],
             C = series[:weights],
             gridsize = series[:bins]==:auto ? 100 : series[:bins],  # 100 is the default value
             linewidths = py_thickness_scale(plt, series[:linewidth]),
-            edgecolors = py_color(get_linecolor(series)),
             alpha = series[:fillalpha],
             cmap = py_fillcolormap(series),  # applies to the pcolorfast object
             zorder = series[:series_plotindex],
-            # extrakw...  # We are not supporting clims for hexbin as calculation of bins is not trivial
+            extrakw...
         )
         push!(handles, handle)
     end
 
     if st in (:contour, :contour3d)
-        z = transpose_z(series, z.surf)
-	if typeof(x)<:Plots.Surface
-            x = Plots.transpose_z(series, x.surf)
-        end
-        if typeof(y)<:Plots.Surface
-            y = Plots.transpose_z(series, y.surf)
-        end
-
         if st == :contour3d
             extrakw[:extend3d] = true
+            if !ismatrix(x) || !ismatrix(y)
+                x, y = repeat(x', length(y), 1), repeat(y, 1, length(x))
+            end
         end
 
         if typeof(series[:linecolor]) <: AbstractArray
@@ -670,17 +575,17 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
     end
 
     if st in (:surface, :wireframe)
-        if typeof(z) <: AbstractMatrix || typeof(z) <: Surface
-            x, y, z = map(Array, (x,y,z))
+        if z isa AbstractMatrix
             if !ismatrix(x) || !ismatrix(y)
-                x = repeat(x', length(y), 1)
-                y = repeat(y, 1, length(series[:x]))
+                x, y = repeat(x', length(y), 1), repeat(y, 1, length(x))
             end
-            z = transpose_z(series, z)
             if st == :surface
                 if series[:fill_z] !== nothing
                     # the surface colors are different than z-value
-                    extrakw[:facecolors] = py_shading(series[:fillcolor], transpose_z(series, series[:fill_z].surf))
+                    extrakw[:facecolors] = py_shading(
+                        series[:fillcolor],
+                        py_handle_surface(series[:fill_z]),
+                    )
                     extrakw[:shade] = false
                 else
                     extrakw[:cmap] = py_fillcolormap(series)
@@ -728,22 +633,24 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
     end
 
     if st == :image
-        # @show typeof(z)
-        xmin, xmax = ignorenan_extrema(series[:x]); ymin, ymax = ignorenan_extrema(series[:y])
-        img = Array(transpose_z(series, z.surf))
-        z = if eltype(img) <: Colors.AbstractGray
-            float(img)
-        elseif eltype(img) <: Colorant
-            map(c -> Float64[red(c),green(c),blue(c),alpha(c)], img)
+        xmin, xmax = ignorenan_extrema(series[:x])
+        ymin, ymax = ignorenan_extrema(series[:y])
+        dx = (xmax - xmin) / (length(series[:x]) - 1) / 2
+        dy = (ymax - ymin) / (length(series[:y]) - 1) / 2
+        z = if eltype(z) <: Colors.AbstractGray
+            float(z)
+        elseif eltype(z) <: Colorant
+            map(c -> Float64[red(c),green(c),blue(c),alpha(c)], z)
         else
             z  # hopefully it's in a data format that will "just work" with imshow
         end
-        handle = ax."imshow"(z;
+        handle = ax."imshow"(
+            z;
             zorder = series[:series_plotindex],
             cmap = py_colormap(cgrad(plot_color([:black, :white]))),
             vmin = 0.0,
             vmax = 1.0,
-            extent = (xmin-0.5, xmax+0.5, ymax+0.5, ymin-0.5)
+            extent = (xmin - dx, xmax + dx, ymax + dy, ymin - dy)
         )
         push!(handles, handle)
 
@@ -754,7 +661,7 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
     end
 
     if st == :heatmap
-        x, y, z = heatmap_edges(x, sp[:xaxis][:scale]), heatmap_edges(y, sp[:yaxis][:scale]), transpose_z(series, z.surf)
+        x, y = heatmap_edges(x, sp[:xaxis][:scale], y, sp[:yaxis][:scale], size(z))
 
         expand_extrema!(sp[:xaxis], x)
         expand_extrema!(sp[:yaxis], y)
@@ -776,7 +683,8 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
 
     if st == :shape
         handle = []
-        for (i, rng) in enumerate(iter_segments(series))
+        for segment in series_segments(series)
+            i, rng = segment.attr_index, segment.range
             if length(rng) > 1
                 path = pypath."Path"(hcat(x[rng], y[rng]))
                 patches = pypatches."PathPatch"(
@@ -803,7 +711,8 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
     # handle area filling
     fillrange = series[:fillrange]
     if fillrange !== nothing && st != :contour
-        for (i, rng) in enumerate(iter_segments(series))
+        for segment in series_segments(series)
+            i, rng = segment.attr_index, segment.range
             f, dim1, dim2 = if isvertical(series)
                 :fill_between, x[rng], y[rng]
             else
@@ -840,7 +749,17 @@ function py_set_lims(ax, sp::Subplot, axis::Axis)
     getproperty(ax, Symbol("set_", letter, "lim"))(lfrom, lto)
 end
 
-function py_set_ticks(ax, ticks, letter)
+function py_surround_latextext(latexstring, env)
+    if !isempty(latexstring) && latexstring[1] == '$' && latexstring[end] == '$'
+        unenclosed = latexstring[2:end-1]
+    else
+        unenclosed = latexstring
+    end
+    PyPlot.LaTeXStrings.latexstring(env, "{", unenclosed, "}")
+end
+
+
+function py_set_ticks(sp, ax, ticks, letter, env)
     ticks == :auto && return
     axis = getproperty(ax, Symbol(letter,"axis"))
     if ticks == :none || ticks === nothing || ticks == false
@@ -857,7 +776,14 @@ function py_set_ticks(ax, ticks, letter)
         axis."set_ticks"(ticks)
     elseif ttype == :ticks_and_labels
         axis."set_ticks"(ticks[1])
-        axis."set_ticklabels"(ticks[2])
+
+        if get(sp[:extra_kwargs], :rawticklabels, false)
+            tick_labels = ticks[2]
+        else
+            tick_labels = [py_surround_latextext(ticklabel, env) for ticklabel in ticks[2]]
+        end
+
+        axis."set_ticklabels"(tick_labels)
     else
         error("Invalid input for $(letter)ticks: $ticks")
     end
@@ -883,33 +809,52 @@ function py_compute_axis_minval(sp::Subplot, axis::Axis)
     minval
 end
 
-function py_set_scale(ax, sp::Subplot, axis::Axis)
-    scale = axis[:scale]
-    letter = axis[:letter]
+function py_set_scale(ax, sp::Subplot, scale::Symbol, letter::Symbol)
     scale in supported_scales() || return @warn("Unhandled scale value in pyplot: $scale")
     func = getproperty(ax, Symbol("set_", letter, "scale"))
+    if PyPlot.version ≥ v"3.3" # https://matplotlib.org/3.3.0/api/api_changes.html
+        pyletter = Symbol("")
+    else
+        pyletter = letter
+    end
     kw = KW()
     arg = if scale == :identity
         "linear"
     else
-        kw[Symbol(:base,letter)] = if scale == :ln
+        kw[Symbol(:base, pyletter)] = if scale == :ln
             ℯ
         elseif scale == :log2
             2
         elseif scale == :log10
             10
         end
-        kw[Symbol(:linthresh,letter)] = NaNMath.max(1e-16, py_compute_axis_minval(sp, axis))
+        axis = sp[Symbol(letter, :axis)]
+        kw[Symbol(:linthresh, pyletter)] = NaNMath.max(1e-16, py_compute_axis_minval(sp, axis))
         "symlog"
     end
     func(arg; kw...)
 end
 
+function py_set_scale(ax, sp::Subplot, axis::Axis)
+    scale = axis[:scale]
+    letter = axis[:letter]
+    py_set_scale(ax, sp, scale, letter)
+end
+
+function py_set_spine_color(spines, color)
+    for loc in spines
+        spines[loc]."set_color"(color)
+    end
+end
+
+function py_set_spine_color(spines::Dict, color)
+    for (loc, spine) in spines
+        spine."set_color"(color)
+    end
+end
 
 function py_set_axis_colors(sp, ax, a::Axis)
-    for (loc, spine) in ax.spines
-        spine."set_color"(py_color(a[:foreground_color_border]))
-    end
+    py_set_spine_color(ax.spines, py_color(a[:foreground_color_border]))
     axissym = Symbol(a[:letter], :axis)
     if PyPlot.PyCall.hasproperty(ax, axissym)
         tickcolor = sp[:framestyle] in (:zerolines, :grid) ? py_color(plot_color(a[:foreground_color_grid], a[:gridalpha])) : py_color(a[:foreground_color_axis])
@@ -1006,10 +951,8 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
             end
             kw[:spacing] = "proportional"
 
-            fig = plt.o
-
-            if RecipesPipeline.is3d(sp)
-                cbax = fig."add_axes"([0.9, 0.1, 0.03, 0.8])
+            if RecipesPipeline.is3d(sp) || ispolar(sp)
+                cbax = fig."add_axes"([0.9, 0.1, 0.03, 0.8], label=string("cbar", sp[:subplot_index]))
                 cb = fig."colorbar"(handle; cax=cbax, kw...)
             else
                 # divider approach works only with 2d plots
@@ -1034,7 +977,7 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
                     colorbar_orientation="horizontal"
                 end
 
-                cbax = divider.append_axes(colorbar_position, size="5%", pad=colorbar_pad)  # Reasonable value works most of the usecases
+                cbax = divider.append_axes(colorbar_position, size="5%", pad=colorbar_pad, label=string("cbar", sp[:subplot_index]))  # Reasonable value works most of the usecases
                 cb = fig."colorbar"(handle; cax=cbax, orientation = colorbar_orientation, kw...)
 
                 if sp[:colorbar] == :left
@@ -1047,47 +990,103 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
 
             end
 
-            cb."set_label"(sp[:colorbar_title],size=py_thickness_scale(plt, sp[:yaxis][:guidefontsize]),family=sp[:yaxis][:guidefontfamily], color = py_color(sp[:yaxis][:guidefontcolor]))
+            cb."set_label"(sp[:colorbar_title],size=py_thickness_scale(plt, sp[:colorbar_titlefontsize]),family=sp[:colorbar_titlefontfamily], color = py_color(sp[:colorbar_titlefontcolor]))
 
             # cb."formatter".set_useOffset(false)   # This for some reason does not work, must be a pyplot bug, instead this is a workaround:
             cb."formatter".set_powerlimits((-Inf, Inf))
             cb."update_ticks"()
 
-            for lab in cb."ax"."yaxis"."get_ticklabels"()
-                  lab."set_fontsize"(py_thickness_scale(plt, sp[:yaxis][:tickfontsize]))
-                  lab."set_family"(sp[:yaxis][:tickfontfamily])
-                  lab."set_color"(py_color(sp[:yaxis][:tickfontcolor]))
+            env = "\\mathregular"  # matches the outer fonts https://matplotlib.org/tutorials/text/mathtext.html
+            ticks = get_colorbar_ticks(sp)
+
+            if sp[:colorbar] in (:top, :bottom)
+                axis = sp[:xaxis]  # colorbar inherits from x axis
+                cbar_axis = cb."ax"."xaxis"
+                ticks_letter=:x
+            else
+                axis = sp[:yaxis]  # colorbar inherits from y axis
+                cbar_axis = cb."ax"."yaxis"
+                ticks_letter=:y
             end
+            py_set_scale(cb.ax, sp, sp[:colorbar_scale], ticks_letter)
+            sp[:colorbar_ticks] == :native ? nothing : py_set_ticks(sp, cb.ax, ticks, ticks_letter, env)
+
+            for lab in cbar_axis."get_ticklabels"()
+                  lab."set_fontsize"(py_thickness_scale(plt, sp[:colorbar_tickfontsize]))
+                  lab."set_family"(sp[:colorbar_tickfontfamily])
+                  lab."set_color"(py_color(sp[:colorbar_tickfontcolor]))
+            end
+
+            # Adjust thickness of the cbar ticks
+            intensity = 0.5
+            cbar_axis."set_tick_params"(
+                direction = axis[:tick_direction] == :out ? "out" : "in",
+                width=py_thickness_scale(plt, intensity),
+                length = axis[:tick_direction] == :none ? 0 : 5 * py_thickness_scale(plt, intensity)
+            )
+
+
+
+            cb.outline."set_linewidth"(py_thickness_scale(plt, 1))
+
             sp.attr[:cbar_handle] = cb
             sp.attr[:cbar_ax] = cbax
         end
 
+
         # framestyle
         if !ispolar(sp) && !RecipesPipeline.is3d(sp)
-            ax.spines["left"]."set_linewidth"(py_thickness_scale(plt, 1))
-            ax.spines["bottom"]."set_linewidth"(py_thickness_scale(plt, 1))
+            for pos in ("left", "right", "top", "bottom")
+                # Scale all axes by default first
+                ax.spines[pos]."set_linewidth"(py_thickness_scale(plt, 1))
+            end
+
+            # Then set visible some of them
             if sp[:framestyle] == :semi
                 intensity = 0.5
-                ax.spines["right"]."set_alpha"(intensity)
-                ax.spines["top"]."set_alpha"(intensity)
-                ax.spines["right"]."set_linewidth"(py_thickness_scale(plt, intensity))
-                ax.spines["top"]."set_linewidth"(py_thickness_scale(plt, intensity))
+
+                spine = sp[:yaxis][:mirror] ? "left" : "right"
+                ax.spines[spine]."set_alpha"(intensity)
+                ax.spines[spine]."set_linewidth"(py_thickness_scale(plt, intensity))
+
+                spine = sp[:xaxis][:mirror] ? "bottom" : "top"
+                ax.spines[spine]."set_linewidth"(py_thickness_scale(plt, intensity))
+                ax.spines[spine]."set_alpha"(intensity)
+            elseif sp[:framestyle] == :box
+                ax.tick_params(top=true)   # Add ticks too
+                ax.tick_params(right=true) # Add ticks too
             elseif sp[:framestyle] in (:axes, :origin)
-                ax.spines["right"]."set_visible"(false)
-                ax.spines["top"]."set_visible"(false)
+                sp[:xaxis][:mirror] ? ax.spines["bottom"]."set_visible"(false) : ax.spines["top"]."set_visible"(false)
+                sp[:yaxis][:mirror] ? ax.spines["left"]."set_visible"(false) : ax.spines["right"]."set_visible"(false)
                 if sp[:framestyle] == :origin
                     ax.spines["bottom"]."set_position"("zero")
                     ax.spines["left"]."set_position"("zero")
                 end
             elseif sp[:framestyle] in (:grid, :none, :zerolines)
-                for (loc, spine) in ax.spines
-                    spine."set_visible"(false)
+                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)
+                    end
+                else
+                    for (loc, spine) in ax.spines
+                        spine."set_visible"(false)
+                    end
                 end
                 if sp[:framestyle] == :zerolines
                     ax."axhline"(y = 0, color = py_color(sp[:xaxis][:foreground_color_axis]), lw = py_thickness_scale(plt, 0.75))
                     ax."axvline"(x = 0, color = py_color(sp[:yaxis][:foreground_color_axis]), lw = py_thickness_scale(plt, 0.75))
                 end
             end
+
+            if sp[:xaxis][:mirror]
+                ax.xaxis."set_label_position"("top")     # the guides
+                sp[:framestyle] == :box ? nothing : ax.xaxis."tick_top"()
+            end
+
+            if sp[:yaxis][:mirror]
+                ax.yaxis."set_label_position"("right")     # the guides
+                sp[:framestyle] == :box ? nothing : ax.yaxis."tick_right"()
+            end
         end
 
         # axis attributes
@@ -1096,17 +1095,13 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
             PyPlot.PyCall.hasproperty(ax, axissym) || continue
             axis = sp[axissym]
             pyaxis = getproperty(ax, axissym)
-            if axis[:mirror] && letter != :z
-                pos = letter == :x ? "top" : "right"
-                pyaxis."set_label_position"(pos)     # the guides
-                pyaxis."set_ticks_position"("both")  # the hash marks
-                getproperty(pyaxis, Symbol(:tick_, pos))()        # the tick labels
-            end
+
             if axis[:guide_position] != :auto && letter != :z
                 pyaxis."set_label_position"(axis[:guide_position])
             end
+
             py_set_scale(ax, sp, axis)
-            axis[:ticks] != :native ? py_set_lims(ax, sp, axis) : nothing
+            axis[:ticks] == :native ? nothing : py_set_lims(ax, sp, axis)
             if ispolar(sp) && letter == :y
                 ax."set_rlabel_position"(90)
             end
@@ -1115,10 +1110,41 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
             if sp[:framestyle] == :origin && length(ticks) > 1
                 ticks[2][ticks[1] .== 0] .= ""
             end
-            axis[:ticks] != :native ? py_set_ticks(ax, ticks, letter) : nothing
 
+            # Set ticks
+            fontProperties = PyPlot.PyCall.PyDict(
+                Dict(
+                    "family" => axis[:tickfontfamily],
+                    "size" => py_thickness_scale(plt, axis[:tickfontsize]),
+                    "rotation" => axis[:tickfontrotation],
+                )
+            )
+
+            positions = getproperty(ax, Symbol("get_",letter,"ticks"))()
+            pyaxis.set_major_locator(pyticker.FixedLocator(positions))
+            if RecipesPipeline.is3d(sp)
+                getproperty(ax, Symbol("set_",letter,"ticklabels"))(
+                    positions;
+                    (Symbol(k) => v for (k, v) in fontProperties)...
+                )
+            else
+                getproperty(ax, Symbol("set_",letter,"ticklabels"))(
+                    positions,
+                    fontdict=fontProperties,
+                )
+            end
+
+            # workaround to set mathtext.fontspec per Text element
+            env = "\\mathregular"  # matches the outer fonts https://matplotlib.org/tutorials/text/mathtext.html
+
+            axis[:ticks] == :native ? nothing : py_set_ticks(sp, ax, ticks, letter, env)
+            # Tick marks
             intensity = 0.5  # This value corresponds to scaling of other grid elements
-            pyaxis."set_tick_params"(direction = axis[:tick_direction] == :out ? "out" : "in", width=py_thickness_scale(plt, intensity))
+            pyaxis."set_tick_params"(
+                direction = axis[:tick_direction] == :out ? "out" : "in",
+                width=py_thickness_scale(plt, intensity),
+                length = axis[:tick_direction] == :none ? 0 : 5 * py_thickness_scale(plt, intensity)
+                                     )
 
             getproperty(ax, Symbol("set_", letter, "label"))(axis[:guide])
             if get(axis.plotattributes, :flip, false)
@@ -1137,11 +1163,7 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
                 pyaxis."label"."set_rotation"(axis[:guidefontrotation])
             end
 
-            for lab in getproperty(ax, Symbol("get_", letter, "ticklabels"))()
-                lab."set_fontsize"(py_thickness_scale(plt, axis[:tickfontsize]))
-                lab."set_family"(axis[:tickfontfamily])
-                lab."set_rotation"(axis[:rotation])
-            end
+
             if axis[:grid] && !(ticks in (:none, nothing, false))
                 fgcolor = py_color(axis[:foreground_color_grid])
                 pyaxis."grid"(true,
@@ -1160,7 +1182,8 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
                 pyaxis."set_tick_params"(
                     which = "minor",
                     direction = axis[:tick_direction] == :out ? "out" : "in",
-                    width=py_thickness_scale(plt, intensity))
+                    length = axis[:tick_direction] == :none ? 0 : py_thickness_scale(plt, intensity),
+                )
             end
 
             if axis[:minorgrid]
@@ -1170,7 +1193,8 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
                 pyaxis."set_tick_params"(
                     which = "minor",
                     direction = axis[:tick_direction] == :out ? "out" : "in",
-                    width=py_thickness_scale(plt, intensity))
+                    length = axis[:tick_direction] == :none ? 0 : py_thickness_scale(plt, intensity)
+                )
 
                 pyaxis."grid"(true,
                     which = "minor",
@@ -1252,6 +1276,7 @@ function _update_min_padding!(sp::Subplot{PyPlotBackend})
     toppad    = 0mm
     rightpad  = 0mm
     bottompad = 0mm
+
     for bb in (py_bbox_axis(ax, "x"), py_bbox_axis(ax, "y"), py_bbox_title(ax), py_bbox_legend(ax))
         if ispositive(width(bb)) && ispositive(height(bb))
             leftpad   = max(leftpad,   left(plotbb) - left(bb))
@@ -1261,11 +1286,23 @@ function _update_min_padding!(sp::Subplot{PyPlotBackend})
         end
     end
 
+    if haskey(sp.attr, :cbar_ax) # Treat colorbar the same way
+        ax = sp.attr[:cbar_handle]."ax"
+        for bb in (py_bbox_axis(ax, "x"), py_bbox_axis(ax, "y"), py_bbox_title(ax), )
+            if ispositive(width(bb)) && ispositive(height(bb))
+                leftpad   = max(leftpad,   left(plotbb) - left(bb))
+                toppad    = max(toppad,    top(plotbb)  - top(bb))
+                rightpad  = max(rightpad,  right(bb)    - right(plotbb))
+                bottompad = max(bottompad, bottom(bb)   - bottom(plotbb))
+            end
+        end
+    end
+
+
     # optionally add the width of colorbar labels and colorbar to rightpad
-    if haskey(sp.attr, :cbar_ax)
+    if RecipesPipeline.is3d(sp) && haskey(sp.attr, :cbar_ax)
         bb = py_bbox(sp.attr[:cbar_handle]."ax"."get_yticklabels"())
-        sp.attr[:cbar_width] = _cbar_width + width(bb) + (sp[:colorbar_title] == "" ? 0px : 30px)
-        rightpad = rightpad + sp.attr[:cbar_width]
+        sp.attr[:cbar_width] = width(bb) + (sp[:colorbar_title] == "" ? 0px : 30px)
     end
 
     # add in the user-specified margin
@@ -1305,44 +1342,26 @@ end
 
 # -----------------------------------------------------------------
 
-py_legend_pos(pos::Symbol) = get(
-    (
-        right = "right",
-        left = "center left",
-        top = "upper center",
-        bottom = "lower center",
-        bottomleft = "lower left",
-        bottomright = "lower right",
-        topright = "upper right",
-        topleft = "upper left",
-        outerright = "center left",
-        outerleft = "right",
-        outertop = "lower center",
-        outerbottom = "upper center",
-        outerbottomleft = "lower right",
-        outerbottomright = "lower left",
-        outertopright = "upper left",
-        outertopleft = "upper right",
-    ),
-    pos,
-    "best",
-)
-py_legend_pos(pos) = "lower left"
+py_legend_pos(pos::Tuple{S,T}) where {S<:Real,T<:Real} = "lower left"
+
+function py_legend_pos(pos::Tuple{<:Real,Symbol})
+    (s,c) = sincosd(pos[1])
+    if pos[2] === :outer
+        s = -s
+        c = -c
+    end
+    yanchors = ["lower","center","upper"]
+    xanchors = ["left","center","right"]
+    return join([yanchors[legend_anchor_index(s)], xanchors[legend_anchor_index(c)]], ' ')
+end
+
+function py_legend_bbox(pos::Tuple{T,Symbol}) where T<:Real
+    if pos[2] === :outer
+        return legend_pos_from_angle(pos[1],-0.15,0.5,1.0,-0.15,0.5,1.0)
+    end
+    legend_pos_from_angle(pos[1],0.0,0.5,1.0,0.0,0.5,1.0)
+end
 
-py_legend_bbox(pos::Symbol) = get(
-    (
-        outerright = (1.0, 0.5, 0.0, 0.0),
-        outerleft = (-0.15, 0.5, 0.0, 0.0),
-        outertop = (0.5, 1.0, 0.0, 0.0),
-        outerbottom = (0.5, -0.15, 0.0, 0.0),
-        outerbottomleft = (-0.15, 0.0, 0.0, 0.0),
-        outerbottomright = (1.0, 0.0, 0.0, 0.0),
-        outertopright = (1.0, 1.0, 0.0, 0.0),
-        outertopleft = (-0.15, 1.0, 0.0, 0.0),
-    ),
-    pos,
-    (0.0, 0.0, 1.0, 1.0),
-)
 py_legend_bbox(pos) = pos
 
 function py_add_legend(plt::Plot, sp::Subplot, ax)
@@ -1364,7 +1383,7 @@ function py_add_legend(plt::Plot, sp::Subplot, ax)
                             linestyle = py_linestyle(series[:seriestype], get_linestyle(series)),
                             capstyle = "butt"
                         )
-                    elseif series[:seriestype] in (:path, :straightline, :scatter, :steppre, :steppost)
+                    elseif series[:seriestype] in (:path, :straightline, :scatter, :steppre, :stepmid, :steppost)
                         hasline = get_linewidth(series) > 0
                         PyPlot.plt."Line2D"((0, 1),(0,0),
                             color = py_color(single_color(get_linecolor(series, clims)), get_linealpha(series)),
@@ -1388,6 +1407,7 @@ function py_add_legend(plt::Plot, sp::Subplot, ax)
 
         # if anything was added, call ax.legend and set the colors
         if !isempty(handles)
+            leg = legend_angle(leg)
             leg = ax."legend"(handles,
                 labels,
                 loc = py_legend_pos(leg),
@@ -1398,7 +1418,7 @@ function py_add_legend(plt::Plot, sp::Subplot, ax)
                 edgecolor = py_color(sp[:foreground_color_legend]),
                 framealpha = alpha(plot_color(sp[:background_color_legend])),
                 fancybox = false,  # makes the legend box square
-                borderpad=0.8      # to match GR legendbox
+                borderpad = 0.8      # to match GR legendbox
             )
             frame = leg."get_frame"()
             frame."set_linewidth"(py_thickness_scale(plt, 1))

src/backends/web.jl

@@ -19,6 +19,10 @@ function standalone_html(plt::AbstractPlot; title::AbstractString = get(plt.attr
     """
 end
 
+function embeddable_html(plt::AbstractPlot)
+    html_head(plt) * html_body(plt)
+end
+
 function open_browser_window(filename::AbstractString)
     @static if Sys.isapple()
         return run(`open $(filename)`)
@@ -45,7 +49,7 @@ function standalone_html_window(plt::AbstractPlot)
     old = use_local_dependencies[] # save state to restore afterwards
     # if we open a browser ourself, we can host local files, so
     # when we have a local plotly downloaded this is the way to go!
-    use_local_dependencies[] = isfile(plotly_local_file_path)
+    use_local_dependencies[] = plotly_local_file_path[] === nothing ? false : isfile(plotly_local_file_path[])
     filename = write_temp_html(plt)
     open_browser_window(filename)
     # restore for other backends

src/colorbars.jl

@@ -0,0 +1,90 @@
+# These functions return an operator for use in `get_clims(::Seres, op)`
+process_clims(lims::Tuple{<:Number,<:Number}) = (zlims -> ifelse.(isfinite.(lims), lims, zlims)) ∘ ignorenan_extrema
+process_clims(s::Union{Symbol,Nothing,Missing}) = ignorenan_extrema
+# don't specialize on ::Function otherwise python functions won't work
+process_clims(f) = f
+
+function get_clims(sp::Subplot, op=process_clims(sp[:clims]))
+    zmin, zmax = Inf, -Inf
+    for series in series_list(sp)
+        if series[:colorbar_entry]
+            zmin, zmax = _update_clims(zmin, zmax, get_clims(series, 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)
+    else
+        get_clims(series, op)
+    end
+    return zmin <= zmax ? (zmin, zmax) : (NaN, NaN)
+end
+
+"""
+    get_clims(::Series, op=Plots.ignorenan_extrema)
+
+Finds the limits for the colorbar by taking the "z-values" for the series and passing them into `op`,
+which must return the tuple `(zmin, zmax)`. The default op is the extrema of the finite
+values of the input.
+"""
+function get_clims(series::Series, op=ignorenan_extrema)
+    zmin, zmax = Inf, -Inf
+    z_colored_series = (:contour, :contour3d, :heatmap, :histogram2d, :surface, :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)...)
+        end
+    end
+    return zmin <= zmax ? (zmin, zmax) : (NaN, NaN)
+end
+
+_update_clims(zmin, zmax, emin, emax) = NaNMath.min(zmin, emin), NaNMath.max(zmax, emax)
+
+@enum ColorbarStyle cbar_gradient cbar_fill cbar_lines
+
+function colorbar_style(series::Series)
+    colorbar_entry = series[:colorbar_entry]
+    if !(colorbar_entry isa Bool)
+        @warn "Non-boolean colorbar_entry ignored."
+        colorbar_entry = true
+    end
+
+    if !colorbar_entry
+        nothing
+    elseif isfilledcontour(series)
+        cbar_fill
+    elseif iscontour(series)
+        cbar_lines
+    elseif series[:seriestype] ∈ (:heatmap,:surface) ||
+            any(series[z] !== nothing for z ∈ [:marker_z,:line_z,:fill_z])
+        cbar_gradient
+    else
+        nothing
+    end
+end
+
+hascolorbar(series::Series) = colorbar_style(series) !== nothing
+hascolorbar(sp::Subplot) = sp[:colorbar] != :none && any(hascolorbar(s) for s in series_list(sp))
+
+function get_colorbar_ticks(sp::Subplot; update = true)
+    if update || !haskey(sp.attr, :colorbar_optimized_ticks)
+        ticks = _transform_ticks(sp[:colorbar_ticks])
+        cvals = sp[:colorbar_continuous_values]
+        dvals = sp[:colorbar_discrete_values]
+        clims = get_clims(sp)
+        scale = sp[:colorbar_scale]
+        formatter = sp[:colorbar_formatter]
+        sp.attr[:colorbar_optimized_ticks] =
+            get_ticks(ticks, cvals, dvals, clims, scale, formatter)
+    end
+    return sp.attr[:colorbar_optimized_ticks]
+end
+
+function _update_subplot_colorbars(sp::Subplot)
+    # Dynamic callback from the pipeline if needed
+end

src/components.jl

@@ -1,7 +1,5 @@
-
-
-const P2 = GeometryTypes.Point2{Float64}
-const P3 = GeometryTypes.Point3{Float64}
+const P2 = GeometryBasics.Point2{Float64}
+const P3 = GeometryBasics.Point3{Float64}
 
 nanpush!(a::AbstractVector{P2}, b) = (push!(a, P2(NaN,NaN)); push!(a, b))
 nanappend!(a::AbstractVector{P2}, b) = (push!(a, P2(NaN,NaN)); append!(a, b))
@@ -11,9 +9,9 @@ compute_angle(v::P2) = (angle = atan(v[2], v[1]); angle < 0 ? 2π - angle : angl
 
 # -------------------------------------------------------------
 
-struct Shape
-    x::Vector{Float64}
-    y::Vector{Float64}
+struct Shape{X<:Number, Y<:Number}
+    x::Vector{X}
+    y::Vector{Y}
     # function Shape(x::AVec, y::AVec)
     #     # if x[1] != x[end] || y[1] != y[end]
     #     #     new(vcat(x, x[1]), vcat(y, y[1]))
@@ -44,21 +42,17 @@ function coords(shape::Shape)
     shape.x, shape.y
 end
 
-function coords(shapes::AVec{Shape})
-    length(shapes) == 0 && return zeros(0), zeros(0)
-    xs = map(get_xs, shapes)
-    ys = map(get_ys, shapes)
-    x, y = map(copy, coords(shapes[1]))
-    for shape in shapes[2:end]
-        nanappend!(x, shape.x)
-        nanappend!(y, shape.y)
-    end
+#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
 
 "get an array of tuples of points on a circle with radius `r`"
 function partialcircle(start_θ, end_θ, n = 20, r=1)
-    Tuple{Float64,Float64}[(r*cos(u),r*sin(u)) for u in range(start_θ, stop=end_θ, length=n)]
+    [(r*cos(u), r*sin(u)) for u in range(start_θ, stop=end_θ, length=n)]
 end
 
 "interleave 2 vectors into each other (like a zipper's teeth)"
@@ -77,7 +71,6 @@ function weave(x,y; ordering = Vector[x,y])
   ret
 end
 
-
 "create a star by weaving together points from an outer and inner circle.  `n` is the number of arms"
 function makestar(n; offset = -0.5, radius = 1.0)
     z1 = offset * π
@@ -93,7 +86,6 @@ function makeshape(n; offset = -0.5, radius = 1.0)
     Shape(partialcircle(z, z + 2π, n+1, radius))
 end
 
-
 function makecross(; offset = -0.5, radius = 1.0)
     z2 = offset * π
     z1 = z2 - π/8
@@ -103,7 +95,6 @@ function makecross(; offset = -0.5, radius = 1.0)
                 ordering=Vector[outercircle,innercircle,outercircle]))
 end
 
-
 from_polar(angle, dist) = P2(dist*cos(angle), dist*sin(angle))
 
 function makearrowhead(angle; h = 2.0, w = 0.4)
@@ -112,31 +103,6 @@ function makearrowhead(angle; h = 2.0, w = 0.4)
         from_polar(angle + 0.5π, w) - tip, (0,0)])
 end
 
-const _shape_keys = Symbol[
-  :circle,
-  :rect,
-  :star5,
-  :diamond,
-  :hexagon,
-  :cross,
-  :xcross,
-  :utriangle,
-  :dtriangle,
-  :rtriangle,
-  :ltriangle,
-  :pentagon,
-  :heptagon,
-  :octagon,
-  :star4,
-  :star6,
-  :star7,
-  :star8,
-  :vline,
-  :hline,
-  :+,
-  :x,
-]
-
 const _shapes = KW(
     :circle    => makeshape(20),
     :rect       => makeshape(4, offset=-0.25),
@@ -239,9 +205,12 @@ function rotate!(shape::Shape, Θ::Real, c = center(shape))
 end
 
 "rotate an object in space"
-function rotate(shape::Shape, Θ::Real, c = center(shape))
-    shapecopy = deepcopy(shape)
-    rotate!(shapecopy, Θ, c)
+function rotate(shape::Shape, θ::Real, c = center(shape))
+    x, y = coords(shape)
+    cx, cy = c
+    x_new = rotate_x.(x, y, θ, cx, cy)
+    y_new = rotate_y.(x, y, θ, cx, cy)
+    Shape(x_new, y_new)
 end
 
 # -----------------------------------------------------------------------
@@ -319,7 +288,7 @@ function font(args...;kw...)
 
   for symbol in keys(kw)
     if symbol == :family
-      family = kw[:family]
+      family = string(kw[:family])
     elseif symbol == :pointsize
       pointsize = kw[:pointsize]
     elseif symbol == :halign
@@ -505,6 +474,11 @@ mutable struct SeriesAnnotations
     baseshape::Union{Shape, AbstractVector{Shape}, Nothing}
     scalefactor::Tuple
 end
+
+series_annotations(scalar) = series_annotations([scalar])
+function series_annotations(anns::AMat)
+  map(series_annotations, anns)
+end
 function series_annotations(strs::AbstractVector, args...)
     fnt = font()
     shp = nothing
@@ -601,16 +575,27 @@ end
 
 annotations(::Nothing) = []
 annotations(anns::AVec) = anns
+annotations(anns::AMat) = map(annotations, anns)
 annotations(anns) = Any[anns]
 annotations(sa::SeriesAnnotations) = sa
 
 # Expand arrays of coordinates, positions and labels into induvidual annotations
 # and make sure labels are of type PlotText
-function process_annotation(sp::Subplot, xs, ys, labs, font = font())
+function process_annotation(sp::Subplot, xs, ys, labs, font = nothing)
     anns = []
     labs = makevec(labs)
     xlength = length(methods(length, (typeof(xs),))) == 0 ? 1 : length(xs)
     ylength = length(methods(length, (typeof(ys),))) == 0 ? 1 : length(ys)
+    if isnothing(font)
+        font = Plots.font(;
+                    family=sp[:annotationfontfamily],
+                    pointsize=sp[:annotationfontsize],
+                    halign=sp[:annotationhalign],
+                    valign=sp[:annotationvalign],
+                    rotation=sp[:annotationrotation],
+                    color=sp[:annotationcolor],
+                         )
+    end
     for i in 1:max(xlength, ylength, length(labs))
       x, y, lab = _cycle(xs, i), _cycle(ys, i), _cycle(labs, i)
         x = typeof(x) <: TimeType ? Dates.value(x) : x
@@ -619,14 +604,24 @@ function process_annotation(sp::Subplot, xs, ys, labs, font = font())
             alphabet = "abcdefghijklmnopqrstuvwxyz"
             push!(anns, (x, y, text(string("(", alphabet[sp[:subplot_index]], ")"), font)))
         else
-            push!(anns, (x, y, isa(lab, PlotText) ? lab : isa(lab, Tuple) ? text(lab...) : text(lab, font)))
+            push!(anns, (x, y, isa(lab, PlotText) ? lab : isa(lab, Tuple) ? text(lab[1], font, lab[2:end]...) : text(lab, font)))
         end
     end
     anns
 end
-function process_annotation(sp::Subplot, positions::Union{AVec{Symbol},Symbol}, labs, font = font())
+function process_annotation(sp::Subplot, positions::Union{AVec{Symbol},Symbol}, labs, font = nothing)
     anns = []
     positions, labs = makevec(positions), makevec(labs)
+    if isnothing(font)
+        font = Plots.font(;
+                          family=sp[:annotationfontfamily],
+                          pointsize=sp[:annotationfontsize],
+                          halign=sp[:annotationhalign],
+                          valign=sp[:annotationvalign],
+                          rotation=sp[:annotationrotation],
+                          color=sp[:annotationcolor],
+                         )
+    end
     for i in 1:max(length(positions), length(labs))
         pos, lab = _cycle(positions, i), _cycle(labs, i)
         pos = get(_positionAliases, pos, pos)
@@ -634,12 +629,15 @@ function process_annotation(sp::Subplot, positions::Union{AVec{Symbol},Symbol},
             alphabet = "abcdefghijklmnopqrstuvwxyz"
             push!(anns, (pos, text(string("(", alphabet[sp[:subplot_index]], ")"), font)))
         else
-            push!(anns, (pos, isa(lab, PlotText) ? lab : isa(lab, Tuple) ? text(lab...) : text(lab, font)))
+            push!(anns, (pos, isa(lab, PlotText) ? lab : isa(lab, Tuple) ? text(lab[1], font, lab[2:end]...) : text(lab, font)))
         end
     end
     anns
 end
 
+function process_any_label(lab, font=Font())
+    lab isa Tuple ? text(lab...) : text( lab, font )
+end
 # Give each annotation coordinates based on specified position
 function locate_annotation(sp::Subplot, pos::Symbol, lab::PlotText)
     position_multiplier = Dict{Symbol, Tuple{Float64,Float64}}(
@@ -656,6 +654,7 @@ function locate_annotation(sp::Subplot, pos::Symbol, lab::PlotText)
     (x, y, lab)
 end
 locate_annotation(sp::Subplot, x, y, label::PlotText) = (x, y, label)
+locate_annotation(sp::Subplot, x, y, z, label::PlotText) = (x, y, z, label)
 # -----------------------------------------------------------------------
 
 "type which represents z-values for colors and sizes (and anything else that might come up)"
@@ -755,7 +754,7 @@ end
 
 # -----------------------------------------------------------------------
 "create a BezierCurve for plotting"
-mutable struct BezierCurve{T <: GeometryTypes.Point}
+mutable struct BezierCurve{T <: GeometryBasics.Point}
     control_points::Vector{T}
 end
 

src/examples.jl

@@ -7,9 +7,9 @@ mutable struct PlotExample
     exprs::Vector{Expr}
 end
 
-# the _examples we'll run for each
+# the _examples we'll run for each backend
 const _examples = PlotExample[
-    PlotExample(
+    PlotExample( # 1
         "Lines",
         "A simple line plot of the columns.",
         [:(
@@ -18,7 +18,7 @@ const _examples = PlotExample[
             end
         )],
     ),
-    PlotExample(
+    PlotExample( # 2
         "Functions, adding data, and animations",
         """
         Plot multiple functions.  You can also put the function first, or use the form `plot(f,
@@ -30,16 +30,16 @@ const _examples = PlotExample[
         """,
         [:(
             begin
-                p = plot([sin, cos], zeros(0), leg = false)
+                p = plot([sin, cos], zeros(0), leg = false, xlims = (0, 2π), ylims = (-1, 1))
                 anim = Animation()
-                for x in range(0, stop = 10π, length = 100)
+                for x in range(0, stop = 2π, length = 20)
                     push!(p, x, Float64[sin(x), cos(x)])
                     frame(anim)
                 end
             end
         )],
     ),
-    PlotExample(
+    PlotExample( # 3
         "Parametric plots",
         "Plot function pair (x(u), y(u)).",
         [
@@ -58,7 +58,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 4
         "Colors",
         """
         Access predefined palettes (or build your own with the `colorscheme` method).
@@ -89,7 +89,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 5
         "Global",
         """
         Change the guides/background/limits/ticks.  Convenience args `xaxis` and `yaxis` allow
@@ -115,19 +115,13 @@ const _examples = PlotExample[
                     )
                     vline!([5, 10])
                     title!("TITLE")
-                    yaxis!("YLABEL", :log10)
+                    yaxis!("YLABEL", :log10, minorgrid = true)
                 end
             ),
         ],
     ),
 
-    # PlotExample("Two-axis",
-    #             "Use the `axis` arguments.",
-    #             [
-    #               :(plot(Vector[randn(100), randn(100)*100], axis = [:l :r], ylabel="LEFT", yrightlabel="RIGHT", xlabel="X", title="TITLE"))
-    #             ]),
-
-    PlotExample(
+    PlotExample( # 6
         "Images",
         "Plot an image.  y-axis is set to flipped",
         [
@@ -142,7 +136,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 7
         "Arguments",
         """
         Plot multiple series with different numbers of points.  Mix arguments that apply to all
@@ -166,7 +160,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 8
         "Build plot in pieces",
         "Start with a base plot...",
         [:(
@@ -175,7 +169,7 @@ const _examples = PlotExample[
             end
         )],
     ),
-    PlotExample(
+    PlotExample( # 9
         "",
         "and add to it later.",
         [:(
@@ -184,7 +178,7 @@ const _examples = PlotExample[
             end
         )],
     ),
-    PlotExample(
+    PlotExample( # 10
         "Histogram2D",
         "",
         [:(
@@ -193,7 +187,7 @@ const _examples = PlotExample[
             end
         )],
     ),
-    PlotExample(
+    PlotExample( # 11
         "Line types",
         "",
         [
@@ -214,7 +208,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 12
         "Line styles",
         "",
         [
@@ -237,7 +231,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 13
         "Marker types",
         "",
         [
@@ -247,14 +241,15 @@ const _examples = PlotExample[
                         m -> m in Plots.supported_markers(),
                         Plots._shape_keys,
                     )
-                    markers = reshape(markers, 1, length(markers))
+                    markers = permutedims(markers)
                     n = length(markers)
                     x = range(0, stop = 10, length = n + 2)[2:(end - 1)]
                     y = repeat(reshape(reverse(x), 1, :), n, 1)
                     scatter(
                         x,
                         y,
-                        m = (8, :auto),
+                        m = markers,
+                        markersize = 8,
                         lab = map(string, markers),
                         bg = :linen,
                         xlim = (0, 10),
@@ -264,7 +259,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 14
         "Bar",
         "`x` is the midpoint of the bar. (todo: allow passing of edges instead of midpoints)",
         [:(
@@ -273,7 +268,7 @@ const _examples = PlotExample[
             end
         )],
     ),
-    PlotExample(
+    PlotExample( # 15
         "Histogram",
         "",
         [
@@ -288,7 +283,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 16
         "Subplots",
         """
         Use the `layout` keyword, and optionally the convenient `@layout` macro to generate
@@ -310,7 +305,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 17
         "Adding to subplots",
         """
         Note here the automatic grid layout, as well as the order in which new series are added
@@ -329,14 +324,20 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample("", "", [:(
-        begin
-            using Random
-            Random.seed!(111)
-            plot!(Plots.fakedata(100, 10))
-        end
-    )]),
-    PlotExample(
+    PlotExample( # 18
+        "",
+        "",
+        [
+            :(
+                begin
+                    using Random
+                    Random.seed!(111)
+                    plot!(Plots.fakedata(100, 10))
+                end
+            )
+        ]
+    ),
+    PlotExample( # 19
         "Open/High/Low/Close",
         """
         Create an OHLC chart.  Pass in a list of (open,high,low,close) tuples as your `y`
@@ -365,14 +366,23 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 20
         "Annotations",
         """
         The `annotations` keyword is used for text annotations in data-coordinates.  Pass in a
-        tuple (x,y,text) or a vector of annotations.  `annotate!(ann)` is shorthand for `plot!(;
-        annotation=ann)`.  Series annotations are used for annotating individual data points.
-        They require only the annotation... x/y values are computed.  A `PlotText` object can be
-        build with the method `text(string, attr...)`, which wraps font and color attributes.
+        tuple `(x, y, text)`, or a vector of annotations, each of which is a tuple of `x`, `y`
+        and `text`.
+        `text` may be a simple `String`, or a `PlotText` object, which can be
+        built with the method `text(string, attrs...)`.
+        This wraps font and color attributes and allows you to set text styling.
+        `text` may also be a tuple `(string, attrs...)` of arguments which are passed
+        to `Plots.text`.
+
+        `annotate!(ann)` is shorthand for `plot!(; annotation=ann)`.
+
+        Series annotations are used for annotating individual data points.
+        They require only the annotation; x/y values are computed.  Series annotations
+        require either plain `String`s or `PlotText` objects.
         """,
         [
             :(
@@ -384,11 +394,11 @@ const _examples = PlotExample[
                         leg = false,
                     )
                     annotate!([
-                        (5, y[5], Plots.text("this is #5", 16, :red, :center)),
+                        (5, y[5], ("this is #5", 16, :red, :center)),
                         (
                             10,
                             y[10],
-                            Plots.text("this is #10", :right, 20, "courier"),
+                            ("this is #10", :right, 20, "courier"),
                         ),
                     ])
                     scatter!(
@@ -408,7 +418,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 21
         "Custom Markers",
         """A `Plots.Shape` is a light wrapper around vertices of a polygon.  For supported
         backends, pass arbitrary polygons as the marker shapes.  Note: The center is (0,0) and
@@ -454,7 +464,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 22
         "Contours",
         """
         Any value for fill works here.  We first build a filled contour from a function, then an
@@ -474,7 +484,7 @@ const _examples = PlotExample[
             end
         )],
     ),
-    PlotExample(
+    PlotExample( # 23
         "Pie",
         "",
         [:(
@@ -485,7 +495,7 @@ const _examples = PlotExample[
             end
         )],
     ),
-    PlotExample(
+    PlotExample( # 24
         "3D",
         "",
         [
@@ -511,7 +521,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 25
         "DataFrames",
         "Plot using DataFrame column symbols.",
         [
@@ -534,7 +544,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 26
         "Groups and Subplots",
         "",
         [
@@ -552,7 +562,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 27
         "Polar Plots",
         "",
         [:(
@@ -563,7 +573,7 @@ const _examples = PlotExample[
             end
         )],
     ),
-    PlotExample(
+    PlotExample( # 28
         "Heatmap, categorical axes, and aspect_ratio",
         "",
         [:(
@@ -575,7 +585,7 @@ const _examples = PlotExample[
             end
         )],
     ),
-    PlotExample(
+    PlotExample( # 29
         "Layouts, margins, label rotation, title location",
         "",
         [
@@ -595,7 +605,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 30
         "Boxplot and Violin series recipes",
         "",
         [
@@ -620,7 +630,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 31
         "Animation with subplots",
         "The `layout` macro can be used to create an animation with subplots.",
         [
@@ -628,14 +638,15 @@ const _examples = PlotExample[
                 begin
                     l = @layout([[a; b] c])
                     p = plot(
-                        plot([sin, cos], 1, leg = false),
-                        scatter([atan, cos], 1, leg = false),
-                        plot(log, 1, xlims = (1, 10π), ylims = (0, 5), leg = false),
+                        plot([sin, cos], 1, ylims = (-1, 1), leg = false),
+                        scatter([atan, cos], 1, ylims = (-1, 1.5), leg = false),
+                        plot(log, 1, ylims = (0, 2), leg = false),
                         layout = l,
+                        xlims = (1, 2π),
                     )
 
                     anim = Animation()
-                    for x in range(1, stop = 10π, length = 100)
+                    for x in range(1, stop = 2π, length = 20)
                         plot(push!(
                             p,
                             x,
@@ -647,7 +658,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 32
         "Spy",
         """
         For a matrix `mat` with unique nonzeros `spy(mat)` returns a colorless plot. If `mat` has
@@ -681,7 +692,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 33
         "Magic grid argument",
         """
         The grid lines can be modified individually for each axis with the magic `grid` argument.
@@ -711,7 +722,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 34
         "Framestyle",
         """
         The style of the frame/axes of a (sub)plot can be changed with the `framestyle`
@@ -735,7 +746,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 35
         "Lines and markers with varying colors",
         """
         You can use the `line_z` and `marker_z` properties to associate a color with
@@ -761,7 +772,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 36
         "Portfolio Composition maps",
         """
         see: http://stackoverflow.com/a/37732384/5075246
@@ -787,7 +798,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 37
         "Ribbons",
         """
         Ribbons can be added to lines via the `ribbon` keyword;
@@ -810,7 +821,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 38
         "Histogram2D (complex values)",
         "",
         [
@@ -829,7 +840,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 39
         "Unconnected lines using `missing` or `NaN`",
         """
         Missing values and non-finite values, including `NaN`, are not plotted.
@@ -853,7 +864,7 @@ const _examples = PlotExample[
             ),
         ],
     ),
-    PlotExample(
+    PlotExample( # 40
         "Lens",
         "A lens lets you easily magnify a region of a plot. x and y coordinates refer to the to be magnified region and the via the `inset` keyword the subplot index and the bounding box (in relative coordinates) of the inset plot with the magnified plot can be specified. Additional attributes count for the inset plot.",
         [
@@ -875,7 +886,7 @@ const _examples = PlotExample[
             end,
         ],
     ),
-    PlotExample(
+    PlotExample( # 41
         "Array Types",
         "Plots supports different `Array` types that follow the `AbstractArray` interface, like `StaticArrays` and `OffsetArrays.`",
         [
@@ -885,11 +896,12 @@ const _examples = PlotExample[
                     sv = SVector{10}(rand(10))
                     ov = OffsetVector(rand(10), -2)
                     plot([sv, ov], label = ["StaticArray" "OffsetArray"])
+                    plot!(3ov, ribbon=ov, label="OffsetArray ribbon")
                 end
             end,
         ],
     ),
-    PlotExample(
+    PlotExample( # 42
         "Setting defaults and font arguments",
         "",
         [
@@ -919,7 +931,7 @@ const _examples = PlotExample[
             end,
         ],
     ),
-    PlotExample(
+    PlotExample( # 43
         "Heatmap with DateTime axis",
         "",
         [
@@ -934,7 +946,7 @@ const _examples = PlotExample[
             end,
         ],
     ),
-    PlotExample(
+    PlotExample( # 44
         "Linked axes",
         "",
         [
@@ -946,7 +958,7 @@ const _examples = PlotExample[
             end,
         ],
     ),
-    PlotExample(
+    PlotExample( # 45
         "Error bars and array type recipes",
         "",
         [
@@ -973,8 +985,8 @@ const _examples = PlotExample[
                     surf = Measurement.((1:10) .* (1:10)', rand(10,10))
 
                     plot(
-                        scatter(x, [x y], msw = 0),
-                        scatter(x, y, z, msw = 0),
+                        scatter(x, [x y]),
+                        scatter(x, y, z),
                         heatmap(x, y, surf),
                         wireframe(x, y, surf),
                         legend = :topleft
@@ -983,7 +995,7 @@ const _examples = PlotExample[
             end,
         ],
     ),
-    PlotExample(
+    PlotExample( # 46
         "Tuples and `Point`s as data",
         "",
         [quote
@@ -994,27 +1006,243 @@ const _examples = PlotExample[
             scatter!(Point2.(eachcol(rand(d,1000))), alpha=0.25)
         end]
     ),
+    PlotExample( # 47
+        "Mesh3d",
+        """
+        Allows to plot arbitrary 3d meshes. If only x,y,z are given the mesh is generated automatically.
+        You can also specify the connections using the connections keyword.
+        The connections are specified using a tuple of vectors. Each vector contains the 0-based indices of one point of a triangle,
+        such that elements at the same position of these vectors form a triangle.
+        """,
+        [
+            :(
+                begin
+                    # specify the vertices
+                    x=[0, 1, 2, 0]
+                    y=[0, 0, 1, 2]
+                    z=[0, 2, 0, 1]
+
+                    # specify the triangles
+                    # every column is one triangle,
+                    # where the values denote the indices of the vertices of the triangle
+                    i=[0, 0, 0, 1]
+                    j=[1, 2, 3, 2]
+                    k=[2, 3, 1, 3]
+
+                    # the four triangles gives above give a tetrahedron
+                    mesh3d(
+                        x, y, z; connections=(i, j, k),
+                        title="triangles", xlabel="x", ylabel="y", zlabel="z",
+                        legend=:none, margin=2Plots.mm
+                    )
+                end
+            ),
+        ],
+    ),
+    PlotExample( # 48
+        "Vectors of markershapes and segments",
+        "",
+        [quote
+            using Base.Iterators: cycle, take
+
+            yv = ones(9)
+            ys = [1; 1; NaN; ones(6)]
+            y = 5 .- [yv 2ys 3yv 4ys]
+
+            plt_color_rows = plot(
+                y,
+                seriestype = [:path :path :scatter :scatter],
+                markershape = collect(take(cycle((:utriangle, :rect)), 9)),
+                markersize = 8,
+                color = collect(take(cycle((:red, :black)), 9))
+            )
+
+            plt_z_cols = plot(
+                y,
+                markershape = [:utriangle :x :circle :square],
+                markersize = [5 10 10 5],
+                marker_z = [5 4 3 2],
+                line_z = [1 3 3 1],
+                linewidth = [1 10 5 1]
+            )
+
+            plot(plt_color_rows, plt_z_cols)
+        end]
+    ),
+    PlotExample( # 49
+        "Polar heatmaps",
+        "",
+        [quote
+        x = range(0, 2π, length=9)
+        y = 0:4
+        z = (1:4) .+ (1:8)'
+        heatmap(x, y, z, projection = :polar)
+        end]
+    ),
+    PlotExample( # 50
+        "3D surface with axis guides",
+        "",
+        [quote
+        f(x,a) = 1/x + a*x^2
+        xs = collect(0.1:0.05:2.0);
+        as = collect(0.2:0.1:2.0);
+
+        x_grid = [x for x in xs for y in as];
+        a_grid = [y for x in xs for y in as];
+
+        plot(x_grid, a_grid, f.(x_grid,a_grid),
+            st = :surface,
+            xlabel = "longer xlabel",
+            ylabel = "longer ylabel",
+            zlabel = "longer zlabel",
+        )
+        end]
+    ),
+    PlotExample( # 51
+        "Images with custom axes",
+        "",
+        [quote
+            using Plots
+            using TestImages
+            img = testimage("lighthouse")
+
+            # plot the image reversing the first dimension and setting yflip = false
+            plot([-π, π], [-1, 1], reverse(img, dims=1), yflip=false, aspect_ratio=:none)
+            # plot other data
+            plot!(sin, -π, π, lw=3, color=:red)
+        end]
+    ),
+    PlotExample(
+        "3d quiver",
+        "",
+        [quote
+            using Plots
+
+            ϕs = range(-π, π, length=50)
+            θs = range(0, π, length=25)
+            θqs = range(1, π-1, length=25)
+
+            x = vec([sin(θ) * cos(ϕ) for (ϕ, θ) in Iterators.product(ϕs, θs)])
+            y = vec([sin(θ) * sin(ϕ) for (ϕ, θ) in Iterators.product(ϕs, θs)])
+            z = vec([cos(θ) for (ϕ, θ) in Iterators.product(ϕs, θs)])
+
+            u = 0.1 * vec([sin(θ) * cos(ϕ) for (ϕ, θ) in Iterators.product(ϕs, θqs)])
+            v = 0.1 * vec([sin(θ) * sin(ϕ) for (ϕ, θ) in Iterators.product(ϕs, θqs)])
+            w = 0.1 * vec([cos(θ) for (ϕ, θ) in Iterators.product(ϕs, θqs)])
+
+            quiver(x,y,z, quiver=(u,v,w))
+        end]
+    ),
+    PlotExample( # 53
+        "Step Types",
+        "A comparison of the various step-like `seriestype`s",
+        [
+            :(
+              begin
+                  x = 1:5
+                  y = [1, 2, 3, 2, 1]
+                  default(shape=:circle)
+                  plot(
+                       plot(x, y, markershape=:circle, seriestype=:steppre, label="steppre"),
+                       plot(x, y, markershape=:circle, seriestype=:stepmid, label="stepmid"),
+                       plot(x, y, markershape=:circle, seriestype=:steppost, label="steppost"),
+                       layout=(3,1)
+                      )
+              end
+            ),
+        ],
+    ),
+    PlotExample( # 54
+        "Guide positions and alignment",
+        "",
+        [
+            :(
+              begin
+                plot(
+                    rand(10, 4),
+                    layout=4,
+                    xguide="x guide",
+                    yguide="y guide",
+                    xguidefonthalign=[:left :right :right :left],
+                    yguidefontvalign=[:top :bottom :bottom :top],
+                    xguideposition=:top,
+                    yguideposition=[:right :left :right :left],
+                    ymirror=[false true true false],
+                    xmirror=[false false true true],
+                    legend=false,
+                    seriestype=[:bar :scatter :path :stepmid]
+                )
+              end
+            ),
+        ],
+    ),
+    PlotExample( # 55
+        "3D axis flip / mirror",
+        "",
+        [
+            :(
+              begin
+                using LinearAlgebra
+                scalefontsizes(.4)
+
+                x, y = collect(-6:0.5:10), collect(-8:0.5:8)
+
+                args = x, y, (x, y) -> sinc(norm([x, y]) / π)
+                kwargs = Dict(:xlabel=>"x", :ylabel=>"y", :zlabel=>"z", :grid=>true, :minorgrid=>true)
+
+                plots = [wireframe(args..., title = "wire"; kwargs...)]
+
+                for ax ∈ (:x, :y, :z)
+                    push!(plots, wireframe(
+                        args...,
+                        title = "wire-flip-$ax",
+                        xflip = ax == :x,
+                        yflip = ax == :y,
+                        zflip = ax == :z;
+                        kwargs...,
+                    ))
+                end
+
+                for ax ∈ (:x, :y, :z)
+                    push!(plots, wireframe(
+                        args...,
+                        title = "wire-mirror-$ax",
+                        xmirror = ax == :x,
+                        ymirror = ax == :y,
+                        zmirror = ax == :z;
+                        kwargs...,
+                    ))
+                end
+
+                plt = plot(plots..., layout=(@layout [_ ° _; ° ° °; ° ° °]), margin=0Plots.px)
+
+                resetfontsizes()
+                plt
+              end
+            ),
+        ],
+    ),
 ]
 
 # Some constants for PlotDocs and PlotReferenceImages
 _animation_examples = [2, 31]
 _backend_skips = Dict(
     :gr => [25, 30],
-    :pyplot => [2, 25, 30, 31],
-    :plotlyjs => [2, 21, 24, 25, 30, 31],
-    :plotly => [2, 21, 24, 25, 30, 31],
-    :pgfplots => [2, 5, 6, 10, 16, 20, 22, 23, 25, 28, 30, 31, 34, 37, 38, 39],
+    :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],
     :pgfplotsx => [
         2, # animation
         6, # images
-        10, # histogram2d
         16, # pgfplots thinks the upper panel is too small
-        25, # @df
         30, # @df
         31, # animation
         32, # spy
-        38, # histogram2d
+        49, # polar heatmap
+        51, # image with custom axes
     ],
+    :inspectdr => [6, 10, 22, 28, 38, 43, 45, 47, 49, 50, 51, 55],
+    :unicodeplots => [6, 10, 22, 24, 28, 38, 43, 45, 47, 49, 50, 51, 55],
 )
 
 

src/ijulia.jl

@@ -4,7 +4,7 @@ const use_local_plotlyjs = Ref(false)
 
 function _init_ijulia_plotting()
     # IJulia is more stable with local file
-    use_local_plotlyjs[] = isfile(plotly_local_file_path)
+    use_local_plotlyjs[] = plotly_local_file_path[] === nothing ? false : isfile(plotly_local_file_path[])
 
     ENV["MPLBACKEND"] = "Agg"
 end
@@ -54,9 +54,9 @@ function _ijulia_display_dict(plt::Plot)
     elseif output_type == :html
         mime = "text/html"
         out[mime] = sprint(show, MIME(mime), plt)
+        _ijulia__extra_mime_info!(plt, out)
     else
         error("Unsupported output type $output_type")
     end
-    _ijulia__extra_mime_info!(plt, out)
     out
 end

src/init.jl

@@ -1,4 +1,7 @@
 using REPL
+using Scratch
+
+const plotly_local_file_path = Ref{Union{Nothing, String}}(nothing)
 
 
 function _plots_defaults()
@@ -13,9 +16,10 @@ end
 function __init__()
     user_defaults = _plots_defaults()
     if haskey(user_defaults, :theme)
-        theme(pop!(user_defaults, :theme))
+        theme(pop!(user_defaults, :theme); user_defaults...)
+    else
+        default(; user_defaults...)
     end
-    default(; user_defaults...)
 
     insert!(Base.Multimedia.displays, findlast(x -> x isa Base.TextDisplay || x isa REPL.REPLDisplay, Base.Multimedia.displays) + 1, PlotsDisplay())
 
@@ -41,8 +45,8 @@ function __init__()
         include(fn)
     end
 
-    @require ORCA = "47be7bcc-f1a6-5447-8b36-7eeeff7534fd" begin
-        fn = joinpath(@__DIR__, "backends", "orca.jl")
+    @require PlotlyBase = "a03496cd-edff-5a9b-9e67-9cda94a718b5" begin
+        fn = joinpath(@__DIR__, "backends", "plotlybase.jl")
         include(fn)
     end
 
@@ -66,6 +70,11 @@ function __init__()
         include(fn)
     end
 
+    @require Gaston = "4b11ee91-296f-5714-9832-002c20994614" begin
+        fn = joinpath(@__DIR__, "backends", "gaston.jl")
+        include(fn)
+    end
+
     @require IJulia = "7073ff75-c697-5162-941a-fcdaad2a7d2a" begin
         if IJulia.inited
             _init_ijulia_plotting()
@@ -74,16 +83,17 @@ function __init__()
         end
     end
 
-    if haskey(ENV, "PLOTS_HOST_DEPENDENCY_LOCAL")
-        use_local_plotlyjs[] = ENV["PLOTS_HOST_DEPENDENCY_LOCAL"] == "true"
-        use_local_dependencies[] = isfile(plotly_local_file_path) && use_local_plotlyjs[]
-        if use_local_plotlyjs[] && !isfile(plotly_local_file_path)
-            @warn("PLOTS_HOST_DEPENDENCY_LOCAL is set to true, but no local plotly file found. run Pkg.build(\"Plots\") and make sure PLOTS_HOST_DEPENDENCY_LOCAL is set to true")
+    if get(ENV, "PLOTS_HOST_DEPENDENCY_LOCAL", "false") == "true"
+        global plotly_local_file_path[] = joinpath(@get_scratch!("plotly"), _plotly_min_js_filename)
+        if !isfile(plotly_local_file_path[])
+            download("https://cdn.plot.ly/$(_plotly_min_js_filename)", plotly_local_file_path[])
         end
-    else
-        use_local_dependencies[] = use_local_plotlyjs[]
+
+        use_local_plotlyjs[] = true
     end
 
+    use_local_dependencies[] = use_local_plotlyjs[]
+
 
     @require FileIO = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549" begin
         _show(io::IO, mime::MIME"image/png", plt::Plot{<:PDFBackends}) = _show_pdfbackends(io, mime, plt)

src/layouts.jl

@@ -4,34 +4,6 @@
 to_pixels(m::AbsoluteLength) = m.value / 0.254
 
 const _cbar_width = 5mm
-
-#Base.broadcast(::typeof(Base.:.*), m::Measure, n::Number) = m * n
-#Base.broadcast(::typeof(Base.:.*), m::Number, n::Measure) = m * n
-Base.:-(m::Measure, a::AbstractArray) = map(ai -> m - ai, a)
-Base.:-(a::AbstractArray, m::Measure) = map(ai -> ai - m, a)
-Base.zero(::Type{typeof(mm)}) = 0mm
-Base.one(::Type{typeof(mm)}) = 1mm
-Base.typemin(::typeof(mm)) = -Inf*mm
-Base.typemax(::typeof(mm)) = Inf*mm
-Base.convert(::Type{F}, l::AbsoluteLength) where {F<:AbstractFloat} = convert(F, l.value)
-
-# TODO: these are unintuitive and may cause tricky bugs
-# Base.:+(m1::AbsoluteLength, m2::Length{:pct}) = AbsoluteLength(m1.value * (1 + m2.value))
-# Base.:+(m1::Length{:pct}, m2::AbsoluteLength) = AbsoluteLength(m2.value * (1 + m1.value))
-# Base.:-(m1::AbsoluteLength, m2::Length{:pct}) = AbsoluteLength(m1.value * (1 - m2.value))
-# Base.:-(m1::Length{:pct}, m2::AbsoluteLength) = AbsoluteLength(m2.value * (m1.value - 1))
-
-Base.:*(m1::AbsoluteLength, m2::Length{:pct}) = AbsoluteLength(m1.value * m2.value)
-Base.:*(m1::Length{:pct}, m2::AbsoluteLength) = AbsoluteLength(m2.value * m1.value)
-Base.:/(m1::AbsoluteLength, m2::Length{:pct}) = AbsoluteLength(m1.value / m2.value)
-Base.:/(m1::Length{:pct}, m2::AbsoluteLength) = AbsoluteLength(m2.value / m1.value)
-
-
-Base.zero(::Type{typeof(pct)}) = 0pct
-Base.one(::Type{typeof(pct)}) = 1pct
-Base.typemin(::typeof(pct)) = 0pct
-Base.typemax(::typeof(pct)) = 1pct
-
 const defaultbox = BoundingBox(0mm, 0mm, 0mm, 0mm)
 
 left(bbox::BoundingBox) = bbox.x0[1]
@@ -258,7 +230,7 @@ end
     grid(args...; kw...)
 
 Create a grid layout for subplots. `args` specify the dimensions, e.g.
-`grid(3,2, widths = (0.6,04))` creates a grid with three rows and two
+`grid(3,2, widths = (0.6,0.4))` creates a grid with three rows and two
 columns of different width.
 """
 grid(args...; kw...) = GridLayout(args...; kw...)
@@ -345,10 +317,8 @@ end
 # recursively compute the bounding boxes for the layout and plotarea (relative to canvas!)
 function update_child_bboxes!(layout::GridLayout, minimum_perimeter = [0mm,0mm,0mm,0mm])
     nr, nc = size(layout)
-
     # # create a matrix for each minimum padding direction
     # _update_min_padding!(layout)
-
     minpad_left   = map(leftpad,   layout.grid)
     minpad_top    = map(toppad,    layout.grid)
     minpad_right  = map(rightpad,  layout.grid)
@@ -407,10 +377,10 @@ function update_child_bboxes!(layout::GridLayout, minimum_perimeter = [0mm,0mm,0
         # this is the minimum perimeter as decided by this child's parent, so that
         # all children on this border have the same value
         min_child_perimeter = [
-            c == 1  ? layout.minpad[1] : 0mm,
-            r == 1  ? layout.minpad[2] : 0mm,
-            c == nc ? layout.minpad[3] : 0mm,
-            r == nr ? layout.minpad[4] : 0mm
+            c == 1  ? layout.minpad[1] : pad_left[c],
+            r == 1  ? layout.minpad[2] : pad_top[r],
+            c == nc ? layout.minpad[3] : pad_right[c],
+            r == nr ? layout.minpad[4] : pad_bottom[r]
         ]
 
         # recursively update the child's children
@@ -436,7 +406,7 @@ end
 
 # ----------------------------------------------------------------------
 
-calc_num_subplots(layout::AbstractLayout) = 1
+calc_num_subplots(layout::AbstractLayout) = get(layout.attr, :blank, false) ? 0 : 1
 function calc_num_subplots(layout::GridLayout)
     tot = 0
     for l in layout.grid
@@ -524,34 +494,42 @@ layout_args(huh) = error("unhandled layout type $(typeof(huh)): $huh")
 
 function build_layout(args...)
     layout, n = layout_args(args...)
-    build_layout(layout, n)
+    build_layout(layout, n, Array{Plot}(undef, 0))
 end
 
-# # just a single subplot
-# function build_layout(sp::Subplot, n::Integer)
-#     sp, Subplot[sp], SubplotMap(gensym() => sp)
-# end
 
-# n is the number of subplots... build a grid and initialize the inner subplots recursively
-function build_layout(layout::GridLayout, n::Integer)
+# n is the number of subplots...
+function build_layout(layout::GridLayout, n::Integer, plts::AVec{Plot})
     nr, nc = size(layout)
     subplots = Subplot[]
     spmap = SubplotMap()
+    empty = isempty(plts)
     i = 0
-    for r=1:nr, c=1:nc
-        l = layout[r,c]
+    for r = 1:nr, c = 1:nc
+        l = layout[r, c]
         if isa(l, EmptyLayout) && !get(l.attr, :blank, false)
-            sp = Subplot(backend(), parent=layout)
-            layout[r,c] = sp
-            push!(subplots, sp)
-            spmap[attr(l,:label,gensym())] = sp
+            if empty
+                # initialize the inner subplots recursively
+                sp = Subplot(backend(), parent=layout)
+                layout[r, c] = sp
+                push!(subplots, sp)
+                spmap[attr(l,:label,gensym())] = sp
+                inc = 1
+            else
+                # build a layout from a list of existing Plot objects
+                plt = popfirst!(plts)  # grab the first plot out of the list
+                layout[r, c] = plt.layout
+                append!(subplots, plt.subplots)
+                merge!(spmap, plt.spmap)
+                inc = length(plt.subplots)
+            end
             if get(l.attr, :width, :auto) != :auto
                 layout.widths[c] = attr(l,:width)
             end
             if get(l.attr, :height, :auto) != :auto
                 layout.heights[r] = attr(l,:height)
             end
-            i += 1
+            i += inc
         elseif isa(l, GridLayout)
             # sub-grid
             if get(l.attr, :width, :auto) != :auto
@@ -560,11 +538,11 @@ function build_layout(layout::GridLayout, n::Integer)
             if get(l.attr, :height, :auto) != :auto
                 layout.heights[r] = attr(l,:height)
             end
-            l, sps, m = build_layout(l, n-i)
+            l, sps, m = build_layout(l, n - i, plts)
             append!(subplots, sps)
             merge!(spmap, m)
             i += length(sps)
-        elseif isa(l, Subplot)
+        elseif isa(l, Subplot) && empty
             error("Subplot exists. Cannot re-use existing layout.  Please make a new one.")
         end
         i >= n && break  # only add n subplots
@@ -573,45 +551,6 @@ function build_layout(layout::GridLayout, n::Integer)
     layout, subplots, spmap
 end
 
-# build a layout from a list of existing Plot objects
-# TODO... much of the logic overlaps with the method above... can we merge?
-function build_layout(layout::GridLayout, numsp::Integer, plts::AVec{Plot})
-    nr, nc = size(layout)
-    subplots = Subplot[]
-    spmap = SubplotMap()
-    i = 0
-    for r=1:nr, c=1:nc
-        l = layout[r,c]
-        if isa(l, EmptyLayout) && !get(l.attr, :blank, false)
-            plt = popfirst!(plts)  # grab the first plot out of the list
-            layout[r,c] = plt.layout
-            append!(subplots, plt.subplots)
-            merge!(spmap, plt.spmap)
-            if get(l.attr, :width, :auto) != :auto
-                layout.widths[c] = attr(l,:width)
-            end
-            if get(l.attr, :height, :auto) != :auto
-                layout.heights[r] = attr(l,:height)
-            end
-            i += length(plt.subplots)
-        elseif isa(l, GridLayout)
-            # sub-grid
-            if get(l.attr, :width, :auto) != :auto
-                layout.widths[c] = attr(l,:width)
-            end
-            if get(l.attr, :height, :auto) != :auto
-                layout.heights[r] = attr(l,:height)
-            end
-            l, sps, m = build_layout(l, numsp-i, plts)
-            append!(subplots, sps)
-            merge!(spmap, m)
-            i += length(sps)
-        end
-        i >= numsp && break  # only add n subplots
-    end
-    layout, subplots, spmap
-end
-
 
 # ----------------------------------------------------------------------
 # @layout macro
@@ -805,9 +744,17 @@ end
 
 "Adds a new, empty subplot overlayed on top of `sp`, with a mirrored y-axis and linked x-axis."
 function twinx(sp::Subplot)
-    sp[:right_margin] = max(sp[:right_margin], 30px)
-    plot!(sp.plt, inset = (sp[:subplot_index], bbox(0,0,1,1)))
+    plot!(sp.plt,
+        inset = (sp[:subplot_index], bbox(0,0,1,1)),
+        right_margin = sp[:right_margin],
+        left_margin = sp[:left_margin],
+        top_margin = sp[:top_margin],
+        bottom_margin = sp[:bottom_margin],
+    )
     twinsp = sp.plt.subplots[end]
+    twinsp[:xaxis][:grid] = false
+    twinsp[:yaxis][:grid] = false
+    twinsp[:xaxis][:showaxis] = false
     twinsp[:yaxis][:mirror] = true
     twinsp[:background_color_inside] = RGBA{Float64}(0,0,0,0)
     link_axes!(sp[:xaxis], twinsp[:xaxis])

src/legend.jl

@@ -0,0 +1,59 @@
+"""
+```julia
+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`).
+"""
+function legend_pos_from_angle(theta, xmin, xcenter, xmax, ymin, ycenter, ymax)
+    (s,c) = sincosd(theta)
+    x = c < 0 ? (xmin-xcenter)/c : (xmax-xcenter)/c
+    y = s < 0 ? (ymin-ycenter)/s : (ymax-ycenter)/s
+    A = min(x,y)
+    return (xcenter + A*c, ycenter + A*s)
+end
+
+
+"""
+Split continuous range `[-1,1]` evenly into an integer `[1,2,3]`
+"""
+function legend_anchor_index(x)
+    x<-1//3 && return 1
+    x<1//3 && return 2
+    return 3
+end
+
+"""
+Turn legend argument into a (theta, :inner) or (theta, :outer) tuple.
+For backends where legend position is given in normal coordinates (0,0) -- (1,1),
+so :topleft exactly corresponds to (45, :inner) etc.
+
+If `leg` is a (::Real,::Real) tuple, keep it as is.
+"""
+legend_angle(leg::Real) = (leg,:inner)
+legend_angle(leg::Tuple{S,T}) where {S<:Real,T<:Real} = leg
+legend_angle(leg::Tuple{S,Symbol}) where S<:Real = leg
+legend_angle(leg::Symbol) = get(
+                                (
+                                 topleft            =   (135,:inner),
+                                 top                =   (90, :inner),
+                                 topright           =   (45, :inner),
+                                 left               =   (180,:inner),
+                                 right              =   (0,  :inner),
+                                 bottomleft         =   (225,:inner),
+                                 bottom             =   (270,:inner),
+                                 bottomright        =   (315,:inner),
+                                 outertopleft       =   (135,:outer),
+                                 outertop           =   (90, :outer),
+                                 outertopright      =   (45, :outer),
+                                 outerleft          =   (180,:outer),
+                                 outerright         =   (0,  :outer),
+                                 outerbottomleft    =   (225,:outer),
+                                 outerbottom        =   (270,:outer),
+                                 outerbottomright   =   (315,:outer),
+                                ),
+                                leg,
+                                (45, :inner)
+                               )

src/output.jl

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

src/pipeline.jl

@@ -4,43 +4,31 @@
 
 function RecipesPipeline.warn_on_recipe_aliases!(
     plt::Plot,
-    plotattributes,
-    recipe_type,
-    args...,
+    plotattributes::AKW,
+    recipe_type::Symbol,
+    @nospecialize(args)
 )
     for k in keys(plotattributes)
         if !is_default_attribute(k)
             dk = get(_keyAliases, k, k)
             if k !== dk
-                @warn "Attribute alias `$k` detected in the $recipe_type recipe defined for the signature $(_signature_string(Val{recipe_type}, args...)). To ensure expected behavior it is recommended to use the default attribute `$dk`."
+                if recipe_type == :user
+                    signature_string = RecipesPipeline.userrecipe_signature_string(args)
+                elseif recipe_type == :type
+                    signature_string = RecipesPipeline.typerecipe_signature_string(args)
+                elseif recipe_type == :plot
+                    signature_string = RecipesPipeline.plotrecipe_signature_string(args)
+                elseif recipe_type == :series
+                    signature_string = RecipesPipeline.seriesrecipe_signature_string(args)
+                else
+                    throw(ArgumentError("Invalid recipe type `$recipe_type`"))
+                end
+                @warn "Attribute alias `$k` detected in the $recipe_type recipe defined for the signature $signature_string. To ensure expected behavior it is recommended to use the default attribute `$dk`."
             end
             plotattributes[dk] = RecipesPipeline.pop_kw!(plotattributes, k)
         end
     end
 end
-function RecipesPipeline.warn_on_recipe_aliases!(
-    plt::Plot,
-    v::AbstractVector,
-    recipe_type,
-    args...,
-)
-    foreach(x -> RecipesPipeline.warn_on_recipe_aliases!(plt, x, recipe_type, args...), v)
-end
-function RecipesPipeline.warn_on_recipe_aliases!(
-    plt::Plot,
-    rd::RecipeData,
-    recipe_type,
-    args...,
-)
-    RecipesPipeline.warn_on_recipe_aliases!(plt, rd.plotattributes, recipe_type, args...)
-end
-
-function _signature_string(::Type{Val{:user}}, args...)
-    return string("(::", join(string.(typeof.(args)), ", ::"), ")")
-end
-_signature_string(::Type{Val{:type}}, T) = "(::Type{$T}, ::$T)"
-_signature_string(::Type{Val{:plot}}, st) = "(::Type{Val{:$st}}, ::AbstractPlot)"
-_signature_string(::Type{Val{:series}}, st) = "(::Type{Val{:$st}}, x, y, z)"
 
 
 ## Grouping
@@ -49,12 +37,23 @@ RecipesPipeline.splittable_attribute(plt::Plot, key, val::SeriesAnnotations, len
     RecipesPipeline.splittable_attribute(plt, key, val.strs, len)
 
 function RecipesPipeline.split_attribute(plt::Plot, key, val::SeriesAnnotations, indices)
-    split_strs = _RecipesPipeline.split_attribute(key, val.strs, indices)
+    split_strs = RecipesPipeline.split_attribute(plt, key, val.strs, indices)
     return SeriesAnnotations(split_strs, val.font, val.baseshape, val.scalefactor)
 end
 
 
 ## Preprocessing attributes
+function RecipesPipeline.preprocess_axis_args!(plt::Plot, plotattributes, letter)
+    # Fix letter for seriestypes that are x only but data gets passed as y
+    if treats_y_as_x(get(plotattributes, :seriestype, :path))
+        if get(plotattributes, :orientation, :vertical) == :vertical
+            letter = :x
+        end
+    end
+
+    plotattributes[:letter] = letter
+    RecipesPipeline.preprocess_axis_args!(plt, plotattributes)
+end
 
 RecipesPipeline.preprocess_attributes!(plt::Plot, plotattributes) =
     RecipesPipeline.preprocess_attributes!(plotattributes) # in src/args.jl
@@ -142,7 +141,7 @@ function _add_smooth_kw(kw_list::Vector{KW}, kw::AKW)
 end
 
 
-RecipesPipeline.get_axis_limits(plt::Plot, f, letter) = axis_limits(plt[1], letter)
+RecipesPipeline.get_axis_limits(plt::Plot, letter) = axis_limits(plt[1], letter, false)
 
 
 ## Plot recipes
@@ -314,7 +313,7 @@ function _prepare_subplot(plt::Plot{T}, plotattributes::AKW) where {T}
     st = _override_seriestype_check(plotattributes, st)
 
     # change to a 3d projection for this subplot?
-    if RecipesPipeline.needs_3d_axes(st)
+    if RecipesPipeline.needs_3d_axes(st) || (st == :quiver && plotattributes[:z] !== nothing)
         sp.attr[:projection] = "3d"
     end
 
@@ -328,9 +327,9 @@ end
 
 function _override_seriestype_check(plotattributes::AKW, st::Symbol)
     # do we want to override the series type?
-    if !RecipesPipeline.is3d(st) && !(st in (:contour, :contour3d))
+    if !RecipesPipeline.is3d(st) && !(st in (:contour, :contour3d, :quiver))
         z = plotattributes[:z]
-        if !isa(z, Nothing) &&
+        if z !== nothing &&
            (size(plotattributes[:x]) == size(plotattributes[:y]) == size(z))
             st = (st == :scatter ? :scatter3d : :path3d)
             plotattributes[:seriestype] = st
@@ -339,6 +338,14 @@ function _override_seriestype_check(plotattributes::AKW, st::Symbol)
     st
 end
 
+function needs_any_3d_axes(sp::Subplot)
+    any(
+        RecipesPipeline.needs_3d_axes(
+            _override_seriestype_check(s.plotattributes, s.plotattributes[:seriestype])
+        ) for s in series_list(sp)
+    )
+end
+
 function _expand_subplot_extrema(sp::Subplot, plotattributes::AKW, st::Symbol)
     # adjust extrema and discrete info
     if st == :image

src/plot.jl

@@ -23,7 +23,38 @@ current(plot::AbstractPlot) = (CURRENT_PLOT.nullableplot = plot)
 
 Base.string(plt::Plot) = "Plot{$(plt.backend) n=$(plt.n)}"
 Base.print(io::IO, plt::Plot) = print(io, string(plt))
-Base.show(io::IO, plt::Plot) = print(io, string(plt))
+function Base.show(io::IO, plt::Plot)
+    print(io, string(plt))
+    sp_ekwargs = getindex.(plt.subplots, :extra_kwargs)
+    s_ekwargs = getindex.(plt.series_list, :extra_kwargs)
+    if isempty(plt[:extra_plot_kwargs]) && all(isempty, sp_ekwargs) && all(isempty, s_ekwargs)
+        return
+    end
+    print(io,"\nCaptured extra kwargs:\n")
+    do_show = true
+    for (key, value) in plt[:extra_plot_kwargs]
+        do_show && println(io, "  Plot:")
+        println(io, " "^4, key, ": ", value)
+        do_show = false
+    end
+    do_show = true
+    for (i, ekwargs) in enumerate(sp_ekwargs)
+        for (key, value) in ekwargs
+            do_show && println(io, "  SubplotPlot{$i}:")
+            println(io, " "^4, key, ": ", value)
+            do_show = false
+        end
+        do_show = true
+    end
+    for (i, ekwargs) in enumerate(s_ekwargs)
+        for (key, value) in ekwargs
+            do_show && println(io, "  Series{$i}:")
+            println(io, " "^4, key, ": ", value)
+            do_show = false
+        end
+        do_show = true
+    end
+end
 
 getplot(plt::Plot) = plt
 getattr(plt::Plot, idx::Int = 1) = plt.attr
@@ -43,10 +74,11 @@ The main plot command. Use `plot` to create a new plot object, and `plot!` to ad
 
 There are lots of ways to pass in data, and lots of keyword arguments... just try it and it will likely work as expected.
 When you pass in matrices, it splits by columns. To see the list of available attributes, use the `plotattr([attr])`
-function, where `attr` is the symbol `:Series:`, `:Subplot:`, `:Plot` or `:Axis`. Pass any attribute to `plotattr`
-as a String to look up its docstring; e.g. `plotattr("seriestype")`.
+function, where `attr` is the symbol `:Series`, `:Subplot`, `:Plot`, or `:Axis`. Pass any attribute to `plotattr`
+as a String to look up its docstring, e.g., `plotattr("seriestype")`.
 """
 function plot(args...; kw...)
+    @nospecialize
     # this creates a new plot with args/kw and sets it to be the current plot
     plotattributes = KW(kw)
     RecipesPipeline.preprocess_attributes!(plotattributes)
@@ -58,17 +90,20 @@ function plot(args...; kw...)
 end
 
 # build a new plot from existing plots
-# note: we split into plt1 and plts_tail so we can dispatch correctly
-function plot(plt1::Plot, plts_tail::Plot...; kw...)
+# note: we split into plt1, plt2 and plts_tail so we can dispatch correctly
+plot(plt1::Plot, plt2::Plot, plts_tail::Plot...; kw...) = plot!(deepcopy(plt1), deepcopy(plt2), deepcopy.(plts_tail)...; kw...)
+function plot!(plt1::Plot, plt2::Plot, plts_tail::Plot...; kw...)
+    @nospecialize
     plotattributes = KW(kw)
     RecipesPipeline.preprocess_attributes!(plotattributes)
 
     # build our plot vector from the args
-    n = length(plts_tail) + 1
+    n = length(plts_tail) + 2
     plts = Array{Plot}(undef, n)
     plts[1] = plt1
+    plts[2] = plt2
     for (i,plt) in enumerate(plts_tail)
-        plts[i+1] = plt
+        plts[i+2] = plt
     end
 
     # compute the layout
@@ -140,7 +175,8 @@ end
 
 
 # this adds to the current plot, or creates a new plot if none are current
-function  plot!(args...; kw...)
+function plot!(args...; kw...)
+    @nospecialize
     local plt
     try
         plt = current()
@@ -151,7 +187,9 @@ function  plot!(args...; kw...)
 end
 
 # this adds to a specific plot... most plot commands will flow through here
+plot(plt::Plot, args...; kw...) = plot!(deepcopy(plt), args...; kw...)
 function plot!(plt::Plot, args...; kw...)
+    @nospecialize
     plotattributes = KW(kw)
     RecipesPipeline.preprocess_attributes!(plotattributes)
     # merge!(plt.user_attr, plotattributes)
@@ -164,6 +202,7 @@ end
 # a list of series KW dicts.
 # note: at entry, we only have those preprocessed args which were passed in... no default values yet
 function _plot!(plt::Plot, plotattributes, args)
+    @nospecialize
     RecipesPipeline.recipe_pipeline!(plt, plotattributes, args)
     current(plt)
     _do_plot_show(plt, plt[:show])
@@ -205,10 +244,12 @@ end
 # plot to a Subplot
 
 function plot(sp::Subplot, args...; kw...)
+    @nospecialize
     plt = sp.plt
     plot(plt, args...; kw..., subplot = findfirst(isequal(sp), plt.subplots))
 end
 function plot!(sp::Subplot, args...; kw...)
+    @nospecialize
     plt = sp.plt
     plot!(plt, args...; kw..., subplot = findfirst(isequal(sp), plt.subplots))
 end

src/precompile.jl

@@ -1,740 +0,0 @@
-function _precompile_()
-    ccall(:jl_generating_output, Cint, ()) == 1 || return nothing
-    isdefined(Plots, Symbol("#@layout")) && precompile(Tuple{getfield(Plots, Symbol("#@layout")), LineNumberNode, Module, Expr})
-    isdefined(Plots, Symbol("#_make_hist##kw")) && precompile(Tuple{getfield(Plots, Symbol("#_make_hist##kw")), NamedTuple{(:normed, :weights), Tuple{Bool, Array{Int64, 1}}}, typeof(Plots._make_hist), Tuple{Array{Float64, 1}}, Symbol})
-    isdefined(Plots, Symbol("#_make_hist##kw")) && precompile(Tuple{getfield(Plots, Symbol("#_make_hist##kw")), NamedTuple{(:normed, :weights), Tuple{Bool, Nothing}}, typeof(Plots._make_hist), Tuple{Array{Float64, 1}, Array{Float64, 1}}, Int64})
-    isdefined(Plots, Symbol("#_make_hist##kw")) && precompile(Tuple{getfield(Plots, Symbol("#_make_hist##kw")), NamedTuple{(:normed, :weights), Tuple{Bool, Nothing}}, typeof(Plots._make_hist), Tuple{Array{Float64, 1}, Array{Float64, 1}}, Tuple{Int64, Int64}})
-    isdefined(Plots, Symbol("#_make_hist##kw")) && precompile(Tuple{getfield(Plots, Symbol("#_make_hist##kw")), NamedTuple{(:normed, :weights), Tuple{Bool, Nothing}}, typeof(Plots._make_hist), Tuple{Array{Float64, 1}}, Symbol})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:formatter,), Tuple{Symbol}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:formatter,), Tuple{typeof(RecipesPipeline.datetimeformatter)}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:grid, :lims), Tuple{Bool, Tuple{Int64, Int64}}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:grid, :lims, :flip), Tuple{Bool, Tuple{Int64, Int64}, Bool}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:grid,), Tuple{Bool}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:gridlinewidth, :grid, :gridalpha, :gridstyle, :foreground_color_grid), Tuple{Int64, Bool, Float64, Symbol, ColorTypes.RGBA{Float64}}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:guide,), Tuple{String}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:lims, :flip, :ticks, :guide), Tuple{Tuple{Int64, Int64}, Bool, Base.StepRange{Int64, Int64}, String}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:lims,), Tuple{Tuple{Float64, Float64}}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:lims,), Tuple{Tuple{Int64, Float64}}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:lims,), Tuple{Tuple{Int64, Int64}}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:rotation,), Tuple{Int64}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:scale, :guide), Tuple{Symbol, String}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:ticks,), Tuple{Base.UnitRange{Int64}}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#attr!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#attr!##kw")), NamedTuple{(:ticks,), Tuple{Nothing}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#contour##kw")) && precompile(Tuple{getfield(Plots, Symbol("#contour##kw")), NamedTuple{(:fill,), Tuple{Bool}}, typeof(Plots.contour), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Int})
-    isdefined(Plots, Symbol("#default##kw")) && precompile(Tuple{getfield(Plots, Symbol("#default##kw")), NamedTuple{(:titlefont, :legendfontsize, :guidefont, :tickfont, :guide, :framestyle, :yminorgrid), Tuple{Tuple{Int64, String}, Int64, Tuple{Int64, Symbol}, Tuple{Int64, Symbol}, String, Symbol, Bool}}, typeof(Plots.default)})
-    isdefined(Plots, Symbol("#gr_polyline##kw")) && precompile(Tuple{getfield(Plots, Symbol("#gr_polyline##kw")), NamedTuple{(:arrowside, :arrowstyle), Tuple{Symbol, Symbol}}, typeof(Plots.gr_polyline), Array{Float64, 1}, Array{Float64, 1}})
-    isdefined(Plots, Symbol("#gr_polyline##kw")) && precompile(Tuple{getfield(Plots, Symbol("#gr_polyline##kw")), NamedTuple{(:arrowside, :arrowstyle), Tuple{Symbol, Symbol}}, typeof(Plots.gr_polyline), Array{Int64, 1}, Array{Float64, 1}})
-    isdefined(Plots, Symbol("#gr_polyline##kw")) && precompile(Tuple{getfield(Plots, Symbol("#gr_polyline##kw")), NamedTuple{(:arrowside, :arrowstyle), Tuple{Symbol, Symbol}}, typeof(Plots.gr_polyline), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 1}})
-    isdefined(Plots, Symbol("#gr_polyline##kw")) && precompile(Tuple{getfield(Plots, Symbol("#gr_polyline##kw")), NamedTuple{(:arrowside, :arrowstyle), Tuple{Symbol, Symbol}}, typeof(Plots.gr_polyline), Base.StepRange{Int64, Int64}, Array{Float64, 1}})
-    isdefined(Plots, Symbol("#gr_polyline##kw")) && precompile(Tuple{getfield(Plots, Symbol("#gr_polyline##kw")), NamedTuple{(:arrowside, :arrowstyle), Tuple{Symbol, Symbol}}, typeof(Plots.gr_polyline), Base.UnitRange{Int64}, Array{Float64, 1}})
-    isdefined(Plots, Symbol("#gr_polyline##kw")) && precompile(Tuple{getfield(Plots, Symbol("#gr_polyline##kw")), NamedTuple{(:arrowside, :arrowstyle), Tuple{Symbol, Symbol}}, typeof(Plots.gr_polyline), Base.UnitRange{Int64}, Base.UnitRange{Int64}})
-    isdefined(Plots, Symbol("#gr_set_font##kw")) && precompile(Tuple{getfield(Plots, Symbol("#gr_set_font##kw")), NamedTuple{(:halign, :valign, :rotation), Tuple{Symbol, Symbol, Int64}}, typeof(Plots.gr_set_font), Plots.Font})
-    isdefined(Plots, Symbol("#gr_set_font##kw")) && precompile(Tuple{getfield(Plots, Symbol("#gr_set_font##kw")), NamedTuple{(:halign, :valign, :rotation, :color), Tuple{Symbol, Symbol, Int64, ColorTypes.RGBA{Float64}}}, typeof(Plots.gr_set_font), Plots.Font})
-    isdefined(Plots, Symbol("#heatmap##kw")) && precompile(Tuple{getfield(Plots, Symbol("#heatmap##kw")), NamedTuple{(:aspect_ratio,), Tuple{Int64}}, typeof(Plots.heatmap), Array{String, 1}, Int})
-    isdefined(Plots, Symbol("#histogram##kw")) && precompile(Tuple{getfield(Plots, Symbol("#histogram##kw")), NamedTuple{(:bins, :weights), Tuple{Symbol, Array{Int64, 1}}}, typeof(Plots.histogram), Array{Float64, 1}})
-    isdefined(Plots, Symbol("#histogram2d##kw")) && precompile(Tuple{getfield(Plots, Symbol("#histogram2d##kw")), NamedTuple{(:nbins, :show_empty_bins, :normed, :aspect_ratio), Tuple{Tuple{Int64, Int64}, Bool, Bool, Int64}}, typeof(Plots.histogram2d), Array{Base.Complex{Float64}, 1}})
-    isdefined(Plots, Symbol("#histogram2d##kw")) && precompile(Tuple{getfield(Plots, Symbol("#histogram2d##kw")), NamedTuple{(:nbins,), Tuple{Int64}}, typeof(Plots.histogram2d), Array{Float64, 1}, Array{Float64, 1}})
-    isdefined(Plots, Symbol("#hline!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#hline!##kw")), NamedTuple{(:line,), Tuple{Tuple{Int64, Symbol, Float64, Array{Symbol, 2}}}}, typeof(Plots.hline!), Array{Float64, 2}})
-    isdefined(Plots, Symbol("#lens!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#lens!##kw")), NamedTuple{(:inset,), Tuple{Tuple{Int64, Measures.BoundingBox{Tuple{Measures.Length{:w, Float64}, Measures.Length{:h, Float64}}, Tuple{Measures.Length{:w, Float64}, Measures.Length{:h, Float64}}}}}}, typeof(Plots.lens!), Array{Int64, 1}, Int})
-    isdefined(Plots, Symbol("#pie##kw")) && precompile(Tuple{getfield(Plots, Symbol("#pie##kw")), NamedTuple{(:title, :l), Tuple{String, Float64}}, typeof(Plots.pie), Array{String, 1}, Int})
-    isdefined(Plots, Symbol("#plotly_annotation_dict##kw")) && precompile(Tuple{getfield(Plots, Symbol("#plotly_annotation_dict##kw")), NamedTuple{(:xref, :yref), Tuple{String, String}}, typeof(Plots.plotly_annotation_dict), Float64, Float64, Plots.PlotText})
-    isdefined(Plots, Symbol("#plotly_annotation_dict##kw")) && precompile(Tuple{getfield(Plots, Symbol("#plotly_annotation_dict##kw")), NamedTuple{(:xref, :yref), Tuple{String, String}}, typeof(Plots.plotly_annotation_dict), Float64, Float64, String})
-    isdefined(Plots, Symbol("#plotly_annotation_dict##kw")) && precompile(Tuple{getfield(Plots, Symbol("#plotly_annotation_dict##kw")), NamedTuple{(:xref, :yref), Tuple{String, String}}, typeof(Plots.plotly_annotation_dict), Int64, Float64, Plots.PlotText})
-    isdefined(Plots, Symbol("#plotly_annotation_dict##kw")) && precompile(Tuple{getfield(Plots, Symbol("#plotly_annotation_dict##kw")), NamedTuple{(:xref, :yref), Tuple{String, String}}, typeof(Plots.plotly_annotation_dict), Int64, Float64, String})
-    isdefined(Plots, Symbol("#portfoliocomposition##kw")) && precompile(Tuple{getfield(Plots, Symbol("#portfoliocomposition##kw")), NamedTuple{(:labels,), Tuple{Array{String, 2}}}, typeof(Plots.portfoliocomposition), Array{Float64, 2}, Int})
-    isdefined(Plots, Symbol("#scatter!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#scatter!##kw")), NamedTuple{(:marker, :series_annotations), Tuple{Tuple{Int64, Float64, Symbol}, Array{Any, 1}}}, typeof(Plots.scatter!), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Int})
-    isdefined(Plots, Symbol("#scatter!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#scatter!##kw")), NamedTuple{(:markersize, :c), Tuple{Int64, Symbol}}, typeof(Plots.scatter!), Array{Float64, 1}})
-    isdefined(Plots, Symbol("#scatter!##kw")) && precompile(Tuple{getfield(Plots, Symbol("#scatter!##kw")), NamedTuple{(:zcolor, :m, :ms, :lab), Tuple{Array{Float64, 1}, Tuple{Symbol, Float64, Plots.Stroke}, Array{Float64, 1}, String}}, typeof(Plots.scatter!), Array{Float64, 1}})
-    isdefined(Plots, Symbol("#scatter##kw")) && precompile(Tuple{getfield(Plots, Symbol("#scatter##kw")), NamedTuple{(:framestyle, :title, :color, :layout, :label, :markerstrokewidth, :ticks), Tuple{Array{Symbol, 2}, Array{String, 2}, Base.ReshapedArray{Int64, 2, Base.UnitRange{Int64}, Tuple{}}, Int64, String, Int64, Base.UnitRange{Int64}}}, typeof(Plots.scatter), Array{Array{Float64, 1}, 1}, Array{Array{Float64, 1}, 1}})
-    isdefined(Plots, Symbol("#scatter##kw")) && precompile(Tuple{getfield(Plots, Symbol("#scatter##kw")), NamedTuple{(:m, :lab, :bg, :xlim, :ylim), Tuple{Tuple{Int64, Symbol}, Array{String, 2}, Symbol, Tuple{Int64, Int64}, Tuple{Int64, Int64}}}, typeof(Plots.scatter), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Int})
-    isdefined(Plots, Symbol("#scatter##kw")) && precompile(Tuple{getfield(Plots, Symbol("#scatter##kw")), NamedTuple{(:marker_z, :color, :legend), Tuple{typeof(Base.:+), Symbol, Bool}}, typeof(Plots.scatter), Array{Float64, 1}, Array{Float64, 1}})
-    isdefined(Plots, Symbol("#standalone_html##kw")) && precompile(Tuple{getfield(Plots, Symbol("#standalone_html##kw")), NamedTuple{(:title,), Tuple{String}}, typeof(Plots.standalone_html), Plots.Plot{Plots.PlotlyBackend}})
-    isdefined(Plots, Symbol("#test_examples##kw")) && precompile(Tuple{getfield(Plots, Symbol("#test_examples##kw")), NamedTuple{(:skip,), Tuple{Array{Int64, 1}}}, typeof(Plots.test_examples), Symbol})
-    precompile(Tuple{typeof(Plots.__init__)})
-    precompile(Tuple{typeof(Plots._add_errorbar_kw), Array{Base.Dict{Symbol, Any}, 1}, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots._add_markershape), Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots._add_smooth_kw), Array{Base.Dict{Symbol, Any}, 1}, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots._add_the_series), Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots._add_the_series), Plots.Plot{Plots.PlotlyBackend}, Plots.Subplot{Plots.PlotlyBackend}, RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots._as_gradient), PlotUtils.ContinuousColorGradient})
-    precompile(Tuple{typeof(Plots._backend_instance), Symbol})
-    precompile(Tuple{typeof(Plots._bin_centers), Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots._binbarlike_baseline), Float64, Symbol})
-    precompile(Tuple{typeof(Plots._cbar_unique), Array{Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, 1}, String})
-    precompile(Tuple{typeof(Plots._cbar_unique), Array{Int64, 1}, String})
-    precompile(Tuple{typeof(Plots._cbar_unique), Array{Nothing, 1}, String})
-    precompile(Tuple{typeof(Plots._cbar_unique), Array{PlotUtils.ContinuousColorGradient, 1}, String})
-    precompile(Tuple{typeof(Plots._cbar_unique), Array{Symbol, 1}, String})
-    precompile(Tuple{typeof(Plots._create_backend_figure), Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots._create_backend_figure), Plots.Plot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots._cycle), Array{Any, 1}, Int64})
-    precompile(Tuple{typeof(Plots._cycle), Array{Float64, 1}, Array{Int64, 1}})
-    precompile(Tuple{typeof(Plots._cycle), Array{Float64, 1}, Base.StepRange{Int64, Int64}})
-    precompile(Tuple{typeof(Plots._cycle), Array{Float64, 1}, Base.UnitRange{Int64}})
-    precompile(Tuple{typeof(Plots._cycle), Array{Float64, 1}, Int64})
-    precompile(Tuple{typeof(Plots._cycle), Array{Plots.Subplot{T} where T<:RecipesBase.AbstractBackend, 1}, Int64})
-    precompile(Tuple{typeof(Plots._cycle), Array{String, 1}, Int64})
-    precompile(Tuple{typeof(Plots._cycle), Base.OneTo{Int64}, Array{Int64, 1}})
-    precompile(Tuple{typeof(Plots._cycle), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Int64})
-    precompile(Tuple{typeof(Plots._cycle), Base.StepRange{Int64, Int64}, Array{Int64, 1}})
-    precompile(Tuple{typeof(Plots._cycle), ColorTypes.RGBA{Float64}, Int64})
-    precompile(Tuple{typeof(Plots._cycle), Float64, Int64})
-    precompile(Tuple{typeof(Plots._cycle), Int64, Base.StepRange{Int64, Int64}})
-    precompile(Tuple{typeof(Plots._cycle), Int64, Int64})
-    precompile(Tuple{typeof(Plots._cycle), Nothing, Array{Int64, 1}})
-    precompile(Tuple{typeof(Plots._cycle), Nothing, Base.UnitRange{Int64}})
-    precompile(Tuple{typeof(Plots._cycle), Nothing, Int64})
-    precompile(Tuple{typeof(Plots._cycle), PlotUtils.ColorPalette, Int64})
-    precompile(Tuple{typeof(Plots._cycle), PlotUtils.ContinuousColorGradient, Int64})
-    precompile(Tuple{typeof(Plots._cycle), Plots.Shape, Int64})
-    precompile(Tuple{typeof(Plots._cycle), Plots.Subplot{Plots.GRBackend}, Int64})
-    precompile(Tuple{typeof(Plots._cycle), Plots.Subplot{Plots.PlotlyBackend}, Int64})
-    precompile(Tuple{typeof(Plots._cycle), Symbol, Int64})
-    precompile(Tuple{typeof(Plots._display), Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots._do_plot_show), Plots.Plot{Plots.GRBackend}, Bool})
-    precompile(Tuple{typeof(Plots._do_plot_show), Plots.Plot{Plots.GRBackend}, Symbol})
-    precompile(Tuple{typeof(Plots._do_plot_show), Plots.Plot{Plots.PlotlyBackend}, Bool})
-    precompile(Tuple{typeof(Plots._expand_subplot_extrema), Plots.Subplot{Plots.GRBackend}, RecipesPipeline.DefaultsDict, Symbol})
-    precompile(Tuple{typeof(Plots._expand_subplot_extrema), Plots.Subplot{Plots.PlotlyBackend}, RecipesPipeline.DefaultsDict, Symbol})
-    precompile(Tuple{typeof(Plots._heatmap_edges), Array{Float64, 1}, Bool})
-    precompile(Tuple{typeof(Plots._hist_edge), Tuple{Array{Float64, 1}}, Int64, Symbol})
-    precompile(Tuple{typeof(Plots._hist_edges), Tuple{Array{Float64, 1}, Array{Float64, 1}}, Int64})
-    precompile(Tuple{typeof(Plots._hist_edges), Tuple{Array{Float64, 1}, Array{Float64, 1}}, Tuple{Int64, Int64}})
-    precompile(Tuple{typeof(Plots._hist_edges), Tuple{Array{Float64, 1}}, Symbol})
-    precompile(Tuple{typeof(Plots._initialize_backend), Plots.PlotlyBackend})
-    precompile(Tuple{typeof(Plots._override_seriestype_check), RecipesPipeline.DefaultsDict, Symbol})
-    precompile(Tuple{typeof(Plots._pick_default_backend)})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Array{Float64, 1}, 1}, Array{Array{Float64, 1}, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Array{T, 1} where T, 1}, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Array{T, 1} where T, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Base.Complex{Float64}, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Dates.DateTime, 1}, Base.UnitRange{Int64}, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Float64, 1}, Array{Float64, 1}, Base.UnitRange{Int64}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Float64, 1}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Function, 1}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Function, 1}, Float64, Float64}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Function, 1}, Int64}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Int64, 1}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Int64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Plots.OHLC{T} where T<:Real, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{String, 1}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{String, 1}, Array{String, 1}, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Tuple{Int64, Real}, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Union{Base.Missing, Int64}, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Base.StepRange{Int64, Int64}, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Base.UnitRange{Int64}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Plots.PortfolioComposition}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{Plots.Spy}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{typeof(Base.log), Int64}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Tuple{}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Array{Float64, 1}, 1}, Array{Array{Float64, 1}, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Array{T, 1} where T, 1}, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Array{T, 1} where T, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Base.Complex{Float64}, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Dates.DateTime, 1}, Base.UnitRange{Int64}, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Float64, 1}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Function, 1}, Float64, Float64}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Int64, 1}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Int64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Plots.OHLC{T} where T<:Real, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{String, 1}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{String, 1}, Array{String, 1}, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Tuple{Int64, Real}, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Array{Union{Base.Missing, Int64}, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Base.StepRange{Int64, Int64}, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Base.UnitRange{Int64}}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Plots.PortfolioComposition}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{Plots.Spy}})
-    precompile(Tuple{typeof(Plots._plot!), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Tuple{}})
-    precompile(Tuple{typeof(Plots._plot_setup), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Array{Base.Dict{Symbol, Any}, 1}})
-    precompile(Tuple{typeof(Plots._plot_setup), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Array{Base.Dict{Symbol, Any}, 1}})
-    precompile(Tuple{typeof(Plots._plotly_framestyle), Symbol})
-    precompile(Tuple{typeof(Plots._plots_defaults)})
-    precompile(Tuple{typeof(Plots._prepare_subplot), Plots.Plot{Plots.GRBackend}, RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots._prepare_subplot), Plots.Plot{Plots.PlotlyBackend}, RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots._preprocess_barlike), RecipesPipeline.DefaultsDict, Array{Float64, 1}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots._preprocess_barlike), RecipesPipeline.DefaultsDict, Array{Int64, 1}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots._preprocess_barlike), RecipesPipeline.DefaultsDict, Base.OneTo{Int64}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots._preprocess_binlike), RecipesPipeline.DefaultsDict, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots._preprocess_userrecipe), Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots._replace_linewidth), RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots._replace_markershape), Array{Symbol, 2}})
-    precompile(Tuple{typeof(Plots._replace_markershape), Plots.Shape})
-    precompile(Tuple{typeof(Plots._scale_adjusted_values), Type{Float64}, Array{Float64, 1}, Symbol})
-    precompile(Tuple{typeof(Plots._series_index), RecipesPipeline.DefaultsDict, Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots._series_index), RecipesPipeline.DefaultsDict, Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots._show), Base.IOStream, Base.Multimedia.MIME{Symbol("image/png")}, Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots._slice_series_args!), Base.Dict{Symbol, Any}, Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, Int64})
-    precompile(Tuple{typeof(Plots._slice_series_args!), Base.Dict{Symbol, Any}, Plots.Plot{Plots.PlotlyBackend}, Plots.Subplot{Plots.PlotlyBackend}, Int64})
-    precompile(Tuple{typeof(Plots._slice_series_args!), RecipesPipeline.DefaultsDict, Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, Int64})
-    precompile(Tuple{typeof(Plots._slice_series_args!), RecipesPipeline.DefaultsDict, Plots.Plot{Plots.PlotlyBackend}, Plots.Subplot{Plots.PlotlyBackend}, Int64})
-    precompile(Tuple{typeof(Plots._subplot_setup), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Array{Base.Dict{Symbol, Any}, 1}})
-    precompile(Tuple{typeof(Plots._subplot_setup), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Array{Base.Dict{Symbol, Any}, 1}})
-    precompile(Tuple{typeof(Plots._transform_ticks), Base.StepRange{Int64, Int64}})
-    precompile(Tuple{typeof(Plots._transform_ticks), Base.UnitRange{Int64}})
-    precompile(Tuple{typeof(Plots._transform_ticks), Nothing})
-    precompile(Tuple{typeof(Plots._transform_ticks), Symbol})
-    precompile(Tuple{typeof(Plots._update_axis), Plots.Axis, Base.Dict{Symbol, Any}, Symbol, Int64})
-    precompile(Tuple{typeof(Plots._update_axis), Plots.Axis, RecipesPipeline.DefaultsDict, Symbol, Int64})
-    precompile(Tuple{typeof(Plots._update_axis), Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Symbol, Int64})
-    precompile(Tuple{typeof(Plots._update_axis), Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, RecipesPipeline.DefaultsDict, Symbol, Int64})
-    precompile(Tuple{typeof(Plots._update_axis), Plots.Plot{Plots.PlotlyBackend}, Plots.Subplot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Symbol, Int64})
-    precompile(Tuple{typeof(Plots._update_axis), Plots.Plot{Plots.PlotlyBackend}, Plots.Subplot{Plots.PlotlyBackend}, RecipesPipeline.DefaultsDict, Symbol, Int64})
-    precompile(Tuple{typeof(Plots._update_axis_colors), Plots.Axis})
-    precompile(Tuple{typeof(Plots._update_axis_links), Plots.Plot{Plots.GRBackend}, Plots.Axis, Symbol})
-    precompile(Tuple{typeof(Plots._update_axis_links), Plots.Plot{Plots.PlotlyBackend}, Plots.Axis, Symbol})
-    precompile(Tuple{typeof(Plots._update_clims), Float64, Float64, Float64, Float64})
-    precompile(Tuple{typeof(Plots._update_clims), Float64, Float64, Int64, Int64})
-    precompile(Tuple{typeof(Plots._update_min_padding!), Plots.GridLayout})
-    precompile(Tuple{typeof(Plots._update_min_padding!), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots._update_min_padding!), Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots._update_plot_args), Plots.Plot{Plots.GRBackend}, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots._update_plot_args), Plots.Plot{Plots.GRBackend}, RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots._update_plot_args), Plots.Plot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots._update_plot_args), Plots.Plot{Plots.PlotlyBackend}, RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots._update_series_attributes!), RecipesPipeline.DefaultsDict, Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots._update_series_attributes!), RecipesPipeline.DefaultsDict, Plots.Plot{Plots.PlotlyBackend}, Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots._update_subplot_args), Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, Base.Dict{Symbol, Any}, Int64, Bool})
-    precompile(Tuple{typeof(Plots._update_subplot_args), Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, RecipesPipeline.DefaultsDict, Int64, Bool})
-    precompile(Tuple{typeof(Plots._update_subplot_args), Plots.Plot{Plots.PlotlyBackend}, Plots.Subplot{Plots.PlotlyBackend}, Base.Dict{Symbol, Any}, Int64, Bool})
-    precompile(Tuple{typeof(Plots._update_subplot_args), Plots.Plot{Plots.PlotlyBackend}, Plots.Subplot{Plots.PlotlyBackend}, RecipesPipeline.DefaultsDict, Int64, Bool})
-    precompile(Tuple{typeof(Plots._update_subplot_colors), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots._update_subplot_colors), Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots._update_subplot_periphery), Plots.Subplot{Plots.GRBackend}, Array{Any, 1}})
-    precompile(Tuple{typeof(Plots._update_subplot_periphery), Plots.Subplot{Plots.PlotlyBackend}, Array{Any, 1}})
-    precompile(Tuple{typeof(Plots.addExtension), String, String})
-    precompile(Tuple{typeof(Plots.add_layout_pct!), Base.Dict{Symbol, Any}, Expr, Int64, Int64})
-    precompile(Tuple{typeof(Plots.aliasesAndAutopick), RecipesPipeline.DefaultsDict, Symbol, Base.Dict{Symbol, Symbol}, Array{Symbol, 1}, Int64})
-    precompile(Tuple{typeof(Plots.allAlphas), Int64})
-    precompile(Tuple{typeof(Plots.allStyles), Int64})
-    precompile(Tuple{typeof(Plots.allStyles), Symbol})
-    precompile(Tuple{typeof(Plots.annotate!), Array{Tuple{Int64, Float64, Plots.PlotText}, 1}})
-    precompile(Tuple{typeof(Plots.arrow), Int64})
-    precompile(Tuple{typeof(Plots.attr), Plots.EmptyLayout, Symbol, Symbol})
-    precompile(Tuple{typeof(Plots.attr), Plots.EmptyLayout, Symbol})
-    precompile(Tuple{typeof(Plots.autopick_ignore_none_auto), Array{Symbol, 1}, Int64})
-    precompile(Tuple{typeof(Plots.axis_drawing_info), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.axis_drawing_info_3d), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.axis_limits), Plots.Subplot{Plots.GRBackend}, Symbol, Bool, Bool})
-    precompile(Tuple{typeof(Plots.axis_limits), Plots.Subplot{Plots.GRBackend}, Symbol})
-    precompile(Tuple{typeof(Plots.axis_limits), Plots.Subplot{Plots.PlotlyBackend}, Symbol, Bool, Bool})
-    precompile(Tuple{typeof(Plots.axis_limits), Plots.Subplot{Plots.PlotlyBackend}, Symbol})
-    precompile(Tuple{typeof(Plots.backend), Plots.GRBackend})
-    precompile(Tuple{typeof(Plots.backend), Plots.PlotlyBackend})
-    precompile(Tuple{typeof(Plots.backend), Symbol})
-    precompile(Tuple{typeof(Plots.backend)})
-    precompile(Tuple{typeof(Plots.bar), Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.bbox!), Plots.GridLayout, Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}})
-    precompile(Tuple{typeof(Plots.bbox!), Plots.Subplot{Plots.GRBackend}, Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}})
-    precompile(Tuple{typeof(Plots.bbox!), Plots.Subplot{Plots.PlotlyBackend}, Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}})
-    precompile(Tuple{typeof(Plots.bbox), Float64, Float64, Float64, Float64})
-    precompile(Tuple{typeof(Plots.bbox), Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}})
-    precompile(Tuple{typeof(Plots.bbox_to_pcts), Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}, Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}, Bool})
-    precompile(Tuple{typeof(Plots.bbox_to_pcts), Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}, Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}})
-    precompile(Tuple{typeof(Plots.bottom), Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}})
-    precompile(Tuple{typeof(Plots.bottom), Measures.BoundingBox{Tuple{Measures.Length{:w, Float64}, Measures.Length{:h, Float64}}, Tuple{Measures.Length{:w, Float64}, Measures.Length{:h, Float64}}}})
-    precompile(Tuple{typeof(Plots.bottompad), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.bottompad), Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.build_layout), Plots.GridLayout, Int64, Array{Plots.Plot{T} where T<:RecipesBase.AbstractBackend, 1}})
-    precompile(Tuple{typeof(Plots.build_layout), Plots.GridLayout, Int64})
-    precompile(Tuple{typeof(Plots.build_layout), RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots.calc_num_subplots), Plots.EmptyLayout})
-    precompile(Tuple{typeof(Plots.calc_num_subplots), Plots.GridLayout})
-    precompile(Tuple{typeof(Plots.color_or_nothing!), RecipesPipeline.DefaultsDict, Symbol})
-    precompile(Tuple{typeof(Plots.colorbar_style), Plots.Series})
-    precompile(Tuple{typeof(Plots.compute_gridsize), Int64, Int64, Int64})
-    precompile(Tuple{typeof(Plots.concatenate_fillrange), Base.UnitRange{Int64}, Tuple{Array{Float64, 1}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots.contour), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Int})
-    precompile(Tuple{typeof(Plots.contour_levels), Plots.Series, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.convertLegendValue), Bool})
-    precompile(Tuple{typeof(Plots.convertLegendValue), Symbol})
-    precompile(Tuple{typeof(Plots.convert_sci_unicode), String})
-    precompile(Tuple{typeof(Plots.convert_to_polar), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 1}, Tuple{Int64, Float64}})
-    precompile(Tuple{typeof(Plots.copy_series!), Plots.Series, Symbol})
-    precompile(Tuple{typeof(Plots.create_grid), Expr})
-    precompile(Tuple{typeof(Plots.create_grid), Symbol})
-    precompile(Tuple{typeof(Plots.create_grid_curly), Expr})
-    precompile(Tuple{typeof(Plots.create_grid_vcat), Expr})
-    precompile(Tuple{typeof(Plots.default), Symbol, Bool})
-    precompile(Tuple{typeof(Plots.default), Symbol, Int64})
-    precompile(Tuple{typeof(Plots.default), Symbol, String})
-    precompile(Tuple{typeof(Plots.default), Symbol, Symbol})
-    precompile(Tuple{typeof(Plots.default), Symbol})
-    precompile(Tuple{typeof(Plots.default_should_widen), Plots.Axis})
-    precompile(Tuple{typeof(Plots.discrete_value!), Plots.Axis, Array{String, 1}})
-    precompile(Tuple{typeof(Plots.discrete_value!), Plots.Axis, Array{Union{Base.Missing, Float64}, 1}})
-    precompile(Tuple{typeof(Plots.discrete_value!), Plots.Axis, Base.Missing})
-    precompile(Tuple{typeof(Plots.discrete_value!), Plots.Axis, Char})
-    precompile(Tuple{typeof(Plots.discrete_value!), Plots.Axis, String})
-    precompile(Tuple{typeof(Plots.ensure_gradient!), RecipesPipeline.DefaultsDict, Symbol, Symbol})
-    precompile(Tuple{typeof(Plots.error_coords), Array{Float64, 1}, Array{Float64, 1}, Array{Float64, 1}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.error_coords), Array{Float64, 1}, Array{Float64, 1}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.error_style!), RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots.error_zipit), Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Array{Int64, 1}})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Base.OneTo{Int64}})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Base.StepRange{Int64, Int64}})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Base.UnitRange{Int64}})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Float64})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Int64})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, RecipesPipeline.Surface{Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Axis, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Subplot{Plots.GRBackend}, RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots.expand_extrema!), Plots.Subplot{Plots.PlotlyBackend}, RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots.extend_by_data!), Array{Float64, 1}, Float64})
-    precompile(Tuple{typeof(Plots.extend_series_data!), Plots.Series, Float64, Symbol})
-    precompile(Tuple{typeof(Plots.fakedata), Int64, Int64})
-    precompile(Tuple{typeof(Plots.fg_color), RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots.font), Int64, Int})
-    precompile(Tuple{typeof(Plots.font), String, Int})
-    precompile(Tuple{typeof(Plots.font), Symbol, Int})
-    precompile(Tuple{typeof(Plots.frame), Plots.Animation, Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.frame), Plots.Animation})
-    precompile(Tuple{typeof(Plots.get_aspect_ratio), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.get_aspect_ratio), Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.get_axis), Plots.Subplot{Plots.GRBackend}, Symbol})
-    precompile(Tuple{typeof(Plots.get_axis), Plots.Subplot{Plots.PlotlyBackend}, Symbol})
-    precompile(Tuple{typeof(Plots.get_clims), Plots.Series})
-    precompile(Tuple{typeof(Plots.get_clims), Plots.Subplot{Plots.GRBackend}, Plots.Series})
-    precompile(Tuple{typeof(Plots.get_clims), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.get_clims), Plots.Subplot{Plots.PlotlyBackend}, Plots.Series})
-    precompile(Tuple{typeof(Plots.get_clims), Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.get_colorgradient), Plots.Series})
-    precompile(Tuple{typeof(Plots.get_fillalpha), Plots.Series, Int64})
-    precompile(Tuple{typeof(Plots.get_fillalpha), Plots.Series})
-    precompile(Tuple{typeof(Plots.get_fillcolor), Plots.Series, Float64, Float64, Int64})
-    precompile(Tuple{typeof(Plots.get_fillcolor), Plots.Series, Tuple{Float64, Float64}, Int64})
-    precompile(Tuple{typeof(Plots.get_fillcolor), Plots.Series, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.get_gradient), PlotUtils.ContinuousColorGradient})
-    precompile(Tuple{typeof(Plots.get_linealpha), Plots.Series, Int64})
-    precompile(Tuple{typeof(Plots.get_linealpha), Plots.Series})
-    precompile(Tuple{typeof(Plots.get_linecolor), Plots.Series, Float64, Float64, Int64})
-    precompile(Tuple{typeof(Plots.get_linecolor), Plots.Series, Tuple{Float64, Float64}, Int64})
-    precompile(Tuple{typeof(Plots.get_linecolor), Plots.Series, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.get_linestyle), Plots.Series, Int64})
-    precompile(Tuple{typeof(Plots.get_linestyle), Plots.Series})
-    precompile(Tuple{typeof(Plots.get_linewidth), Plots.Series, Int64})
-    precompile(Tuple{typeof(Plots.get_linewidth), Plots.Series})
-    precompile(Tuple{typeof(Plots.get_markeralpha), Plots.Series, Int64})
-    precompile(Tuple{typeof(Plots.get_markercolor), Plots.Series, Float64, Float64, Int64})
-    precompile(Tuple{typeof(Plots.get_markerstrokealpha), Plots.Series, Int64})
-    precompile(Tuple{typeof(Plots.get_markerstrokecolor), Plots.Series, Int64})
-    precompile(Tuple{typeof(Plots.get_minor_ticks), Plots.Subplot{Plots.GRBackend}, Plots.Axis, Tuple{Array{Float64, 1}, Array{Any, 1}}})
-    precompile(Tuple{typeof(Plots.get_minor_ticks), Plots.Subplot{Plots.GRBackend}, Plots.Axis, Tuple{Array{Float64, 1}, Array{String, 1}}})
-    precompile(Tuple{typeof(Plots.get_minor_ticks), Plots.Subplot{Plots.GRBackend}, Plots.Axis, Tuple{Array{Int64, 1}, Array{String, 1}}})
-    precompile(Tuple{typeof(Plots.get_plotly_marker), Symbol, String})
-    precompile(Tuple{typeof(Plots.get_series_color), ColorTypes.RGBA{Float64}, Plots.Subplot{Plots.GRBackend}, Int64, Symbol})
-    precompile(Tuple{typeof(Plots.get_series_color), ColorTypes.RGBA{Float64}, Plots.Subplot{Plots.PlotlyBackend}, Int64, Symbol})
-    precompile(Tuple{typeof(Plots.get_series_color), Int64, Plots.Subplot{Plots.GRBackend}, Int64, Symbol})
-    precompile(Tuple{typeof(Plots.get_series_color), Int64, Plots.Subplot{Plots.PlotlyBackend}, Int64, Symbol})
-    precompile(Tuple{typeof(Plots.get_series_color), PlotUtils.ContinuousColorGradient, Plots.Subplot{Plots.GRBackend}, Int64, Symbol})
-    precompile(Tuple{typeof(Plots.get_series_color), PlotUtils.ContinuousColorGradient, Plots.Subplot{Plots.PlotlyBackend}, Int64, Symbol})
-    precompile(Tuple{typeof(Plots.get_series_color), Symbol, Plots.Subplot{Plots.GRBackend}, Int64, Symbol})
-    precompile(Tuple{typeof(Plots.get_series_color), Symbol, Plots.Subplot{Plots.PlotlyBackend}, Int64, Symbol})
-    precompile(Tuple{typeof(Plots.get_subplot), Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.get_subplot), Plots.Plot{Plots.PlotlyBackend}, Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.get_ticks), Plots.Subplot{Plots.GRBackend}, Plots.Axis})
-    precompile(Tuple{typeof(Plots.get_ticks), Plots.Subplot{Plots.PlotlyBackend}, Plots.Axis})
-    precompile(Tuple{typeof(Plots.get_xy), Array{Plots.OHLC{T} where T<:Real, 1}, Base.OneTo{Int64}})
-    precompile(Tuple{typeof(Plots.get_xy), Plots.OHLC{Float64}, Int64, Float64})
-    precompile(Tuple{typeof(Plots.gr_axis_height), Plots.Subplot{Plots.GRBackend}, Plots.Axis})
-    precompile(Tuple{typeof(Plots.gr_axis_width), Plots.Subplot{Plots.GRBackend}, Plots.Axis})
-    precompile(Tuple{typeof(Plots.gr_color), ColorTypes.RGBA{Float64}, Type{ColorTypes.RGB{Float64}}})
-    precompile(Tuple{typeof(Plots.gr_colorbar_colors), Plots.Series, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.gr_contour_levels), Plots.Series, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.gr_display), Plots.Plot{Plots.GRBackend}, String})
-    precompile(Tuple{typeof(Plots.gr_display), Plots.Subplot{Plots.GRBackend}, Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.gr_draw_colorbar), Plots.GRColorbar, Plots.Subplot{Plots.GRBackend}, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.gr_draw_marker), Plots.Series, Float64, Float64, Tuple{Float64, Float64}, Int64, Float64, Float64, Plots.Shape})
-    precompile(Tuple{typeof(Plots.gr_draw_marker), Plots.Series, Float64, Float64, Tuple{Float64, Float64}, Int64, Float64, Float64, Symbol})
-    precompile(Tuple{typeof(Plots.gr_draw_marker), Plots.Series, Int64, Float64, Tuple{Float64, Float64}, Int64, Float64, Float64, Plots.Shape})
-    precompile(Tuple{typeof(Plots.gr_draw_marker), Plots.Series, Int64, Float64, Tuple{Float64, Float64}, Int64, Float64, Float64, Symbol})
-    precompile(Tuple{typeof(Plots.gr_draw_marker), Plots.Series, Int64, Int64, Tuple{Float64, Float64}, Int64, Float64, Float64, Plots.Shape})
-    precompile(Tuple{typeof(Plots.gr_draw_marker), Plots.Series, Int64, Int64, Tuple{Float64, Float64}, Int64, Float64, Float64, Symbol})
-    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Array{Float64, 1}, Array{Float64, 1}, Tuple{Float64, Float64}, Int64, Int64})
-    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Array{Float64, 1}, Array{Float64, 1}, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Array{Int64, 1}, Array{Float64, 1}, Tuple{Float64, Float64}, Int64, Int64})
-    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Array{Int64, 1}, Array{Float64, 1}, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Array{Int64, 1}, Array{Int64, 1}, Tuple{Float64, Float64}, Int64, Int64})
-    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Array{Int64, 1}, Array{Int64, 1}, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Base.OneTo{Int64}, Array{Float64, 1}, Tuple{Float64, Float64}, Array{Float64, 1}, Int64})
-    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Base.OneTo{Int64}, Array{Float64, 1}, Tuple{Float64, Float64}, Int64, Int64})
-    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Base.OneTo{Int64}, Array{Float64, 1}, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 1}, Tuple{Float64, Float64}, Int64, Int64})
-    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 1}, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.gr_draw_markers), Plots.Series, Float64, Float64, Tuple{Float64, Float64}, Float64, Float64})
-    precompile(Tuple{typeof(Plots.gr_fill_viewport), Array{Float64, 1}, ColorTypes.RGBA{Float64}})
-    precompile(Tuple{typeof(Plots.gr_get_ticks_size), Tuple{Array{Float64, 1}, Array{Any, 1}}, Int64})
-    precompile(Tuple{typeof(Plots.gr_get_ticks_size), Tuple{Array{Float64, 1}, Array{String, 1}}, Int64})
-    precompile(Tuple{typeof(Plots.gr_get_ticks_size), Tuple{Array{Int64, 1}, Array{String, 1}}, Int64})
-    precompile(Tuple{typeof(Plots.gr_getcolorind), ColorTypes.RGBA{Float64}})
-    precompile(Tuple{typeof(Plots.gr_inqtext), Int64, Int64, String})
-    precompile(Tuple{typeof(Plots.gr_legend_pos), Plots.Subplot{Plots.GRBackend}, Float64, Float64})
-    precompile(Tuple{typeof(Plots.gr_linetype), Symbol})
-    precompile(Tuple{typeof(Plots.gr_polaraxes), Int64, Float64, Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.gr_polyline), Array{Float64, 1}, Array{Float64, 1}, typeof(identity)})
-    precompile(Tuple{typeof(Plots.gr_polyline), Array{Float64, 1}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.gr_set_bordercolor), ColorTypes.RGBA{Float64}})
-    precompile(Tuple{typeof(Plots.gr_set_fill), ColorTypes.RGBA{Float64}})
-    precompile(Tuple{typeof(Plots.gr_set_fillcolor), ColorTypes.RGBA{Float64}})
-    precompile(Tuple{typeof(Plots.gr_set_font), Plots.Font})
-    precompile(Tuple{typeof(Plots.gr_set_gradient), PlotUtils.ContinuousColorGradient})
-    precompile(Tuple{typeof(Plots.gr_set_gradient), Plots.Series})
-    precompile(Tuple{typeof(Plots.gr_set_line), Float64, Symbol, ColorTypes.RGBA{Float64}})
-    precompile(Tuple{typeof(Plots.gr_set_line), Int64, Symbol, ColorTypes.RGBA{Float64}})
-    precompile(Tuple{typeof(Plots.gr_set_line), Int64, Symbol, PlotUtils.ContinuousColorGradient})
-    precompile(Tuple{typeof(Plots.gr_set_linecolor), PlotUtils.ContinuousColorGradient})
-    precompile(Tuple{typeof(Plots.gr_set_markercolor), ColorTypes.RGBA{Float64}})
-    precompile(Tuple{typeof(Plots.gr_set_textcolor), ColorTypes.RGBA{Float64}})
-    precompile(Tuple{typeof(Plots.gr_set_transparency), ColorTypes.RGBA{Float64}, Float64})
-    precompile(Tuple{typeof(Plots.gr_set_transparency), ColorTypes.RGBA{Float64}, Int64})
-    precompile(Tuple{typeof(Plots.gr_set_transparency), ColorTypes.RGBA{Float64}, Nothing})
-    precompile(Tuple{typeof(Plots.gr_set_transparency), Float64})
-    precompile(Tuple{typeof(Plots.gr_set_viewport_polar)})
-    precompile(Tuple{typeof(Plots.gr_set_xticks_font), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.gr_set_yticks_font), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.gr_text), Float64, Float64, String})
-    precompile(Tuple{typeof(Plots.gr_text_size), String, Int64})
-    precompile(Tuple{typeof(Plots.gr_text_size), String})
-    precompile(Tuple{typeof(Plots.gr_tick_label), Plots.Axis, String})
-    precompile(Tuple{typeof(Plots.gr_update_colorbar!), Plots.GRColorbar, Plots.Series})
-    precompile(Tuple{typeof(Plots.gr_viewport_from_bbox), Plots.Subplot{Plots.GRBackend}, Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}, Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.gr_w3tondc), Float64, Float64, Float64})
-    precompile(Tuple{typeof(Plots.gui), Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.gui), Plots.Plot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.guide_padding), Plots.Axis})
-    precompile(Tuple{typeof(Plots.guidefont), Plots.Axis})
-    precompile(Tuple{typeof(Plots.handleColors!), Base.Dict{Symbol, Any}, Array{Symbol, 2}, Symbol})
-    precompile(Tuple{typeof(Plots.handleColors!), Base.Dict{Symbol, Any}, ColorTypes.RGBA{Float64}, Symbol})
-    precompile(Tuple{typeof(Plots.handleColors!), Base.Dict{Symbol, Any}, Plots.Shape, Symbol})
-    precompile(Tuple{typeof(Plots.handleColors!), Base.Dict{Symbol, Any}, Symbol, Symbol})
-    precompile(Tuple{typeof(Plots.has_attribute_segments), Plots.Series})
-    precompile(Tuple{typeof(Plots.has_black_border_for_default), Symbol})
-    precompile(Tuple{typeof(Plots.hascolorbar), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.hascolorbar), Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.hasgrid), Symbol, Symbol})
-    precompile(Tuple{typeof(Plots.heatmap), Array{Dates.DateTime, 1}, Int})
-    precompile(Tuple{typeof(Plots.heatmap_edges), Array{Float64, 1}, Symbol, Array{Float64, 1}, Symbol, Tuple{Int64, Int64}})
-    precompile(Tuple{typeof(Plots.heatmap_edges), Array{Float64, 1}, Symbol, Base.UnitRange{Int64}, Symbol, Tuple{Int64, Int64}})
-    precompile(Tuple{typeof(Plots.heatmap_edges), Array{Float64, 1}, Symbol, Bool})
-    precompile(Tuple{typeof(Plots.heatmap_edges), Array{Float64, 1}, Symbol})
-    precompile(Tuple{typeof(Plots.heatmap_edges), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Symbol, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Symbol, Tuple{Int64, Int64}})
-    precompile(Tuple{typeof(Plots.heatmap_edges), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Symbol, Bool})
-    precompile(Tuple{typeof(Plots.heatmap_edges), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Symbol})
-    precompile(Tuple{typeof(Plots.heatmap_edges), Base.UnitRange{Int64}, Symbol, Bool})
-    precompile(Tuple{typeof(Plots.heatmap_edges), Base.UnitRange{Int64}, Symbol})
-    precompile(Tuple{typeof(Plots.ignorenan_extrema), Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.ignorenan_extrema), Array{Float64, 2}})
-    precompile(Tuple{typeof(Plots.ignorenan_extrema), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}})
-    precompile(Tuple{typeof(Plots.ignorenan_extrema), Base.StepRange{Int64, Int64}})
-    precompile(Tuple{typeof(Plots.ignorenan_extrema), Plots.Axis})
-    precompile(Tuple{typeof(Plots.ignorenan_maximum), Base.OneTo{Int64}})
-    precompile(Tuple{typeof(Plots.ignorenan_minimum), Array{Int64, 1}})
-    precompile(Tuple{typeof(Plots.ignorenan_minimum), Base.OneTo{Int64}})
-    precompile(Tuple{typeof(Plots.inline), Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.inline), Plots.Plot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.intersection_point), Float64, Float64, Float64, Float64, Float64, Float64})
-    precompile(Tuple{typeof(Plots.is_2tuple), Int64})
-    precompile(Tuple{typeof(Plots.is_2tuple), Symbol})
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-    precompile(Tuple{typeof(Plots.is_2tuple), Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.is_2tuple), Tuple{Int64, Float64}})
-    precompile(Tuple{typeof(Plots.is_2tuple), Tuple{Int64, Int64}})
-    precompile(Tuple{typeof(Plots.is_2tuple), Tuple{Int64, Measures.BoundingBox{Tuple{Measures.Length{:w, Float64}, Measures.Length{:h, Float64}}, Tuple{Measures.Length{:w, Float64}, Measures.Length{:h, Float64}}}}})
-    precompile(Tuple{typeof(Plots.is_axis_attr), Symbol})
-    precompile(Tuple{typeof(Plots.is_default_attribute), Symbol})
-    precompile(Tuple{typeof(Plots.is_marker_supported), Plots.GRBackend, Symbol})
-    precompile(Tuple{typeof(Plots.is_marker_supported), Plots.PlotlyBackend, Symbol})
-    precompile(Tuple{typeof(Plots.is_marker_supported), Plots.Shape})
-    precompile(Tuple{typeof(Plots.is_marker_supported), Plots.Stroke})
-    precompile(Tuple{typeof(Plots.is_marker_supported), Symbol})
-    precompile(Tuple{typeof(Plots.is_seriestype_supported), Plots.GRBackend, Symbol})
-    precompile(Tuple{typeof(Plots.is_seriestype_supported), Plots.PlotlyBackend, Symbol})
-    precompile(Tuple{typeof(Plots.is_seriestype_supported), Symbol})
-    precompile(Tuple{typeof(Plots.is_uniformly_spaced), Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.iscontour), Plots.Series})
-    precompile(Tuple{typeof(Plots.isijulia)})
-    precompile(Tuple{typeof(Plots.ispolar), Plots.Series})
-    precompile(Tuple{typeof(Plots.ispolar), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.ispolar), Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.isvertical), Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.isvertical), RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots.iter_segments), Array{Float64, 1}, Array{Float64, 1}, Int})
-    precompile(Tuple{typeof(Plots.iter_segments), Array{Float64, 1}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.iter_segments), Array{Int64, 1}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.iter_segments), Base.OneTo{Int64}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.iter_segments), Base.OneTo{Int64}, Base.UnitRange{Int64}})
-    precompile(Tuple{typeof(Plots.iter_segments), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.iter_segments), Base.StepRange{Int64, Int64}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.iter_segments), Base.UnitRange{Int64}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.iter_segments), Plots.Series})
-    precompile(Tuple{typeof(Plots.labelfunc), Symbol, Plots.GRBackend})
-    precompile(Tuple{typeof(Plots.labelfunc), Symbol, Plots.PlotlyBackend})
-    precompile(Tuple{typeof(Plots.layout_args), Base.Dict{Symbol, Any}, Int64})
-    precompile(Tuple{typeof(Plots.layout_args), Int64, Int64})
-    precompile(Tuple{typeof(Plots.layout_args), Int64, Plots.GridLayout})
-    precompile(Tuple{typeof(Plots.layout_args), Int64, Tuple{Int64, Int64}})
-    precompile(Tuple{typeof(Plots.layout_args), Int64})
-    precompile(Tuple{typeof(Plots.layout_args), Plots.GridLayout})
-    precompile(Tuple{typeof(Plots.layout_args), RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots.left), Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}})
-    precompile(Tuple{typeof(Plots.left), Measures.BoundingBox{Tuple{Measures.Length{:w, Float64}, Measures.Length{:h, Float64}}, Tuple{Measures.Length{:w, Float64}, Measures.Length{:h, Float64}}}})
-    precompile(Tuple{typeof(Plots.leftpad), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.leftpad), Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.legendfont), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.legendfont), Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.legendtitlefont), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.link_axes!), Array{RecipesBase.AbstractLayout, 1}, Symbol})
-    precompile(Tuple{typeof(Plots.link_axes!), Plots.Axis, Plots.Axis})
-    precompile(Tuple{typeof(Plots.link_axes!), Plots.Axis})
-    precompile(Tuple{typeof(Plots.link_axes!), Plots.GridLayout, Symbol})
-    precompile(Tuple{typeof(Plots.link_axes!), Plots.Subplot{Plots.GRBackend}, Symbol})
-    precompile(Tuple{typeof(Plots.link_axes!), Plots.Subplot{Plots.PlotlyBackend}, Symbol})
-    precompile(Tuple{typeof(Plots.link_subplots), Array{RecipesBase.AbstractLayout, 1}, Symbol})
-    precompile(Tuple{typeof(Plots.locate_annotation), Plots.Subplot{Plots.GRBackend}, Int64, Float64, Plots.PlotText})
-    precompile(Tuple{typeof(Plots.locate_annotation), Plots.Subplot{Plots.PlotlyBackend}, Int64, Float64, Plots.PlotText})
-    precompile(Tuple{typeof(Plots.make_fillrange_from_ribbon), Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.make_fillrange_side), Base.UnitRange{Int64}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.make_fillrange_side), Base.UnitRange{Int64}, Base.LinRange{Float64}})
-    precompile(Tuple{typeof(Plots.make_fillrange_side), Base.UnitRange{Int64}, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}})
-    precompile(Tuple{typeof(Plots.make_fillrange_side), Base.UnitRange{Int64}, Int64})
-    precompile(Tuple{typeof(Plots.make_steps), Array{Float64, 1}, Symbol})
-    precompile(Tuple{typeof(Plots.make_steps), Array{Int64, 1}, Symbol})
-    precompile(Tuple{typeof(Plots.make_steps), Base.OneTo{Int64}, Symbol})
-    precompile(Tuple{typeof(Plots.make_steps), Nothing, Symbol})
-    precompile(Tuple{typeof(Plots.nanappend!), Array{Float64, 1}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.ohlc), Array{Plots.OHLC{T} where T<:Real, 1}})
-    precompile(Tuple{typeof(Plots.optimal_ticks_and_labels), Plots.Subplot{Plots.GRBackend}, Plots.Axis, Base.StepRange{Int64, Int64}})
-    precompile(Tuple{typeof(Plots.optimal_ticks_and_labels), Plots.Subplot{Plots.GRBackend}, Plots.Axis, Base.UnitRange{Int64}})
-    precompile(Tuple{typeof(Plots.optimal_ticks_and_labels), Plots.Subplot{Plots.GRBackend}, Plots.Axis, Nothing})
-    precompile(Tuple{typeof(Plots.optimal_ticks_and_labels), Plots.Subplot{Plots.PlotlyBackend}, Plots.Axis, Base.UnitRange{Int64}})
-    precompile(Tuple{typeof(Plots.optimal_ticks_and_labels), Plots.Subplot{Plots.PlotlyBackend}, Plots.Axis, Nothing})
-    precompile(Tuple{typeof(Plots.parse_axis_kw), Symbol})
-    precompile(Tuple{typeof(Plots.partialcircle), Float64, Float64, Int64, Int64})
-    precompile(Tuple{typeof(Plots.partialcircle), Int64, Float64, Int64, Int64})
-    precompile(Tuple{typeof(Plots.plotarea!), Plots.GridLayout, Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}})
-    precompile(Tuple{typeof(Plots.plotarea!), Plots.Subplot{Plots.GRBackend}, Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}})
-    precompile(Tuple{typeof(Plots.plotarea!), Plots.Subplot{Plots.PlotlyBackend}, Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}})
-    precompile(Tuple{typeof(Plots.plotarea), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.plotarea), Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.plotly_annotation_dict), Float64, Float64, Plots.PlotText})
-    precompile(Tuple{typeof(Plots.plotly_apply_aspect_ratio), Plots.Subplot{Plots.PlotlyBackend}, Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.plotly_axis), Plots.Plot{Plots.PlotlyBackend}, Plots.Axis, Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.plotly_colorbar_hack), Plots.Series, Base.Dict{Symbol, Any}, Symbol})
-    precompile(Tuple{typeof(Plots.plotly_colorscale), PlotUtils.CategoricalColorGradient, Int64})
-    precompile(Tuple{typeof(Plots.plotly_colorscale), PlotUtils.ContinuousColorGradient, Int64})
-    precompile(Tuple{typeof(Plots.plotly_colorscale), PlotUtils.ContinuousColorGradient, Nothing})
-    precompile(Tuple{typeof(Plots.plotly_data), Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.plotly_data), Array{Int64, 1}})
-    precompile(Tuple{typeof(Plots.plotly_data), Plots.Series, Symbol, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.plotly_data), Plots.Series, Symbol, Array{Int64, 1}})
-    precompile(Tuple{typeof(Plots.plotly_data), Plots.Series, Symbol, Base.OneTo{Int64}})
-    precompile(Tuple{typeof(Plots.plotly_data), Plots.Series, Symbol, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}})
-    precompile(Tuple{typeof(Plots.plotly_data), Plots.Series, Symbol, Base.StepRange{Int64, Int64}})
-    precompile(Tuple{typeof(Plots.plotly_data), Plots.Series, Symbol, Base.UnitRange{Int64}})
-    precompile(Tuple{typeof(Plots.plotly_data), Plots.Series, Symbol, Nothing})
-    precompile(Tuple{typeof(Plots.plotly_data), Plots.Series, Symbol, RecipesPipeline.Surface{Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots.plotly_domain), Plots.Subplot{Plots.PlotlyBackend}, Symbol})
-    precompile(Tuple{typeof(Plots.plotly_font), Plots.Font, ColorTypes.RGBA{Float64}})
-    precompile(Tuple{typeof(Plots.plotly_font), Plots.Font})
-    precompile(Tuple{typeof(Plots.plotly_hover!), Base.Dict{Symbol, Any}, Array{Nothing, 1}})
-    precompile(Tuple{typeof(Plots.plotly_hover!), Base.Dict{Symbol, Any}, Nothing})
-    precompile(Tuple{typeof(Plots.plotly_html_body), Plots.Plot{Plots.PlotlyBackend}, Nothing})
-    precompile(Tuple{typeof(Plots.plotly_html_head), Plots.Plot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.plotly_layout), Plots.Plot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.plotly_legend_pos), Symbol})
-    precompile(Tuple{typeof(Plots.plotly_link_indicies), Plots.Plot{Plots.PlotlyBackend}, Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.plotly_native_data), Plots.Axis, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.plotly_native_data), Plots.Axis, Array{Float64, 2}})
-    precompile(Tuple{typeof(Plots.plotly_native_data), Plots.Axis, Array{Int64, 1}})
-    precompile(Tuple{typeof(Plots.plotly_native_data), Plots.Axis, Base.OneTo{Int64}})
-    precompile(Tuple{typeof(Plots.plotly_native_data), Plots.Axis, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}})
-    precompile(Tuple{typeof(Plots.plotly_native_data), Plots.Axis, Base.StepRange{Int64, Int64}})
-    precompile(Tuple{typeof(Plots.plotly_native_data), Plots.Axis, Base.UnitRange{Int64}})
-    precompile(Tuple{typeof(Plots.plotly_native_data), Plots.Axis, RecipesPipeline.Surface{Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots.plotly_polar!), Base.Dict{Symbol, Any}, Plots.Series})
-    precompile(Tuple{typeof(Plots.plotly_polaraxis), Plots.Subplot{Plots.PlotlyBackend}, Plots.Axis})
-    precompile(Tuple{typeof(Plots.plotly_series), Plots.Plot{Plots.PlotlyBackend}, Plots.Series})
-    precompile(Tuple{typeof(Plots.plotly_series), Plots.Plot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.plotly_series_segments), Plots.Series, Base.Dict{Symbol, Any}, Array{Float64, 1}, Array{Float64, 1}, Array{Float64, 1}, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.plotly_series_segments), Plots.Series, Base.Dict{Symbol, Any}, Array{Float64, 1}, Array{Float64, 1}, Nothing, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.plotly_series_segments), Plots.Series, Base.Dict{Symbol, Any}, Array{Int64, 1}, Array{Float64, 1}, Nothing, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.plotly_series_segments), Plots.Series, Base.Dict{Symbol, Any}, Array{Int64, 1}, Array{Int64, 1}, Nothing, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.plotly_series_segments), Plots.Series, Base.Dict{Symbol, Any}, Base.OneTo{Int64}, Array{Float64, 1}, Nothing, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.plotly_series_segments), Plots.Series, Base.Dict{Symbol, Any}, Base.OneTo{Int64}, Base.UnitRange{Int64}, Nothing, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.plotly_series_segments), Plots.Series, Base.Dict{Symbol, Any}, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 1}, Nothing, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.plotly_series_segments), Plots.Series, Base.Dict{Symbol, Any}, Base.StepRange{Int64, Int64}, Array{Float64, 1}, Nothing, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.plotly_series_segments), Plots.Series, Base.Dict{Symbol, Any}, Base.UnitRange{Int64}, Array{Float64, 1}, Nothing, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.plotly_series_segments), Plots.Series, Base.Dict{Symbol, Any}, Nothing, Nothing, Nothing, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.plotly_series_shapes), Plots.Plot{Plots.PlotlyBackend}, Plots.Series, Tuple{Float64, Float64}})
-    precompile(Tuple{typeof(Plots.plotly_surface_data), Plots.Series, RecipesPipeline.Surface{Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots.png), Plots.Plot{Plots.GRBackend}, String})
-    precompile(Tuple{typeof(Plots.prepare_output), Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.prepare_output), Plots.Plot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.processFillArg), Base.Dict{Symbol, Any}, Bool})
-    precompile(Tuple{typeof(Plots.processFillArg), Base.Dict{Symbol, Any}, Int64})
-    precompile(Tuple{typeof(Plots.processFillArg), Base.Dict{Symbol, Any}, Symbol})
-    precompile(Tuple{typeof(Plots.processFontArg!), Base.Dict{Symbol, Any}, Symbol, Int64})
-    precompile(Tuple{typeof(Plots.processFontArg!), Base.Dict{Symbol, Any}, Symbol, String})
-    precompile(Tuple{typeof(Plots.processFontArg!), Base.Dict{Symbol, Any}, Symbol, Symbol})
-    precompile(Tuple{typeof(Plots.processGridArg!), Base.Dict{Symbol, Any}, Bool, Symbol})
-    precompile(Tuple{typeof(Plots.processGridArg!), Base.Dict{Symbol, Any}, Float64, Symbol})
-    precompile(Tuple{typeof(Plots.processGridArg!), Base.Dict{Symbol, Any}, Int64, Symbol})
-    precompile(Tuple{typeof(Plots.processGridArg!), Base.Dict{Symbol, Any}, Symbol, Symbol})
-    precompile(Tuple{typeof(Plots.processGridArg!), RecipesPipeline.DefaultsDict, Bool, Symbol})
-    precompile(Tuple{typeof(Plots.processLineArg), Base.Dict{Symbol, Any}, Array{Symbol, 2}})
-    precompile(Tuple{typeof(Plots.processLineArg), Base.Dict{Symbol, Any}, Float64})
-    precompile(Tuple{typeof(Plots.processLineArg), Base.Dict{Symbol, Any}, Int64})
-    precompile(Tuple{typeof(Plots.processLineArg), Base.Dict{Symbol, Any}, Symbol})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Array{Symbol, 2}})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Bool})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, ColorTypes.RGBA{Float64}})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Float64})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Int64})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Plots.Shape})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Plots.Stroke})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Symbol})
-    precompile(Tuple{typeof(Plots.processMinorGridArg!), Base.Dict{Symbol, Any}, Bool, Symbol})
-    precompile(Tuple{typeof(Plots.process_annotation), Plots.Subplot{Plots.GRBackend}, Int64, Float64, Plots.PlotText, Plots.Font})
-    precompile(Tuple{typeof(Plots.process_annotation), Plots.Subplot{Plots.GRBackend}, Int64, Float64, Plots.PlotText})
-    precompile(Tuple{typeof(Plots.process_annotation), Plots.Subplot{Plots.PlotlyBackend}, Int64, Float64, Plots.PlotText, Plots.Font})
-    precompile(Tuple{typeof(Plots.process_annotation), Plots.Subplot{Plots.PlotlyBackend}, Int64, Float64, Plots.PlotText})
-    precompile(Tuple{typeof(Plots.process_axis_arg!), Base.Dict{Symbol, Any}, Base.StepRange{Int64, Int64}, Symbol})
-    precompile(Tuple{typeof(Plots.process_axis_arg!), Base.Dict{Symbol, Any}, String, Symbol})
-    precompile(Tuple{typeof(Plots.process_axis_arg!), Base.Dict{Symbol, Any}, Symbol, Symbol})
-    precompile(Tuple{typeof(Plots.process_axis_arg!), Base.Dict{Symbol, Any}, Tuple{Int64, Int64}, Symbol})
-    precompile(Tuple{typeof(Plots.recompute_lengths), Array{Measures.Measure, 1}})
-    precompile(Tuple{typeof(Plots.replaceAlias!), Base.Dict{Symbol, Any}, Symbol, Base.Dict{Symbol, Symbol}})
-    precompile(Tuple{typeof(Plots.replaceAlias!), RecipesPipeline.DefaultsDict, Symbol, Base.Dict{Symbol, Symbol}})
-    precompile(Tuple{typeof(Plots.replaceAliases!), Base.Dict{Symbol, Any}, Base.Dict{Symbol, Symbol}})
-    precompile(Tuple{typeof(Plots.replaceAliases!), RecipesPipeline.DefaultsDict, Base.Dict{Symbol, Symbol}})
-    precompile(Tuple{typeof(Plots.reset_axis_defaults_byletter!)})
-    precompile(Tuple{typeof(Plots.right), Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}})
-    precompile(Tuple{typeof(Plots.rightpad), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.rightpad), Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.rowsize), Expr})
-    precompile(Tuple{typeof(Plots.rowsize), Symbol})
-    precompile(Tuple{typeof(Plots.series_annotations), Array{Any, 1}})
-    precompile(Tuple{typeof(Plots.series_annotations), Plots.SeriesAnnotations})
-    precompile(Tuple{typeof(Plots.series_annotations_shapes!), Plots.Series, Symbol})
-    precompile(Tuple{typeof(Plots.series_idx), Array{Base.Dict{Symbol, Any}, 1}, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.shape_data), Plots.Series, Int64})
-    precompile(Tuple{typeof(Plots.should_add_to_legend), Plots.Series})
-    precompile(Tuple{typeof(Plots.showaxis), Symbol, Symbol})
-    precompile(Tuple{typeof(Plots.shrink_by), Float64, Float64, Float64})
-    precompile(Tuple{typeof(Plots.slice_arg!), Base.Dict{Symbol, Any}, Base.Dict{Symbol, Any}, Symbol, Int64, Bool})
-    precompile(Tuple{typeof(Plots.slice_arg!), Base.Dict{Symbol, Any}, RecipesPipeline.DefaultsDict, Symbol, Int64, Bool})
-    precompile(Tuple{typeof(Plots.slice_arg!), RecipesPipeline.DefaultsDict, RecipesPipeline.DefaultsDict, Symbol, Int64, Bool})
-    precompile(Tuple{typeof(Plots.slice_arg), Array{ColorTypes.RGBA{Float64}, 2}, Int64})
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-    precompile(Tuple{typeof(Plots.slice_arg), Array{Measures.Length{:mm, Float64}, 2}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Array{PlotUtils.ContinuousColorGradient, 2}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Array{String, 2}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Array{Symbol, 2}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Base.ReshapedArray{Int64, 2, Base.UnitRange{Int64}, Tuple{}}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Base.StepRange{Int64, Int64}, Int64})
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-    precompile(Tuple{typeof(Plots.slice_arg), Bool, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), ColorTypes.RGBA{Float64}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Float64, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Int64, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Nothing, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), String, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Symbol, Int64})
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-    precompile(Tuple{typeof(Plots.slice_arg), Tuple{Int64, Int64}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), typeof(identity), Int64})
-    precompile(Tuple{typeof(Plots.straightline_data), Plots.Series, Int64})
-    precompile(Tuple{typeof(Plots.straightline_data), Tuple{Int64, Int64}, Tuple{Float64, Float64}, Array{Float64, 1}, Array{Float64, 1}, Int64})
-    precompile(Tuple{typeof(Plots.stroke), Int64, Int})
-    precompile(Tuple{typeof(Plots.supported_markers), Plots.GRBackend})
-    precompile(Tuple{typeof(Plots.supported_markers), Plots.PlotlyBackend})
-    precompile(Tuple{typeof(Plots.supported_markers)})
-    precompile(Tuple{typeof(Plots.supported_styles), Plots.GRBackend})
-    precompile(Tuple{typeof(Plots.supported_styles), Plots.PlotlyBackend})
-    precompile(Tuple{typeof(Plots.supported_styles)})
-    precompile(Tuple{typeof(Plots.test_examples), Symbol})
-    precompile(Tuple{typeof(Plots.text), String, Int64, Symbol, Symbol})
-    precompile(Tuple{typeof(Plots.text), String, Plots.Font})
-    precompile(Tuple{typeof(Plots.text), String, Symbol, Int64, Int})
-    precompile(Tuple{typeof(Plots.text), String, Symbol})
-    precompile(Tuple{typeof(Plots.text_size), Int64, Int64, Int64})
-    precompile(Tuple{typeof(Plots.tick_padding), Plots.Subplot{Plots.PlotlyBackend}, Plots.Axis})
-    precompile(Tuple{typeof(Plots.tickfont), Plots.Axis})
-    precompile(Tuple{typeof(Plots.ticksType), Tuple{Array{Float64, 1}, Array{Any, 1}}})
-    precompile(Tuple{typeof(Plots.ticksType), Tuple{Array{Float64, 1}, Array{String, 1}}})
-    precompile(Tuple{typeof(Plots.ticksType), Tuple{Array{Int64, 1}, Array{String, 1}}})
-    precompile(Tuple{typeof(Plots.title!), String})
-    precompile(Tuple{typeof(Plots.title_padding), Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.titlefont), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.titlefont), Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.top), Measures.BoundingBox{Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}, Tuple{Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}}}})
-    precompile(Tuple{typeof(Plots.toppad), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.toppad), Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.transpose_z), Plots.Series, Array{Float64, 2}, Bool})
-    precompile(Tuple{typeof(Plots.update_child_bboxes!), Plots.GridLayout, Array{Measures.Length{:mm, Float64}, 1}})
-    precompile(Tuple{typeof(Plots.update_child_bboxes!), Plots.GridLayout})
-    precompile(Tuple{typeof(Plots.update_child_bboxes!), Plots.Subplot{Plots.GRBackend}, Array{Measures.Length{:mm, Float64}, 1}})
-    precompile(Tuple{typeof(Plots.update_child_bboxes!), Plots.Subplot{Plots.PlotlyBackend}, Array{Measures.Length{:mm, Float64}, 1}})
-    precompile(Tuple{typeof(Plots.update_inset_bboxes!), Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.update_inset_bboxes!), Plots.Plot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.vline!), Array{Int64, 1}})
-    precompile(Tuple{typeof(Plots.wand_edges), Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.warn_on_unsupported), Plots.GRBackend, RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots.warn_on_unsupported), Plots.PlotlyBackend, RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots.warn_on_unsupported_args), Plots.GRBackend, RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots.warn_on_unsupported_args), Plots.PlotlyBackend, RecipesPipeline.DefaultsDict})
-    precompile(Tuple{typeof(Plots.warn_on_unsupported_scales), Plots.GRBackend, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.warn_on_unsupported_scales), Plots.PlotlyBackend, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.widen), Float64, Float64, Symbol})
-    precompile(Tuple{typeof(Plots.wraptuple), Array{Any, 1}})
-    precompile(Tuple{typeof(Plots.wraptuple), Array{Float64, 1}})
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-    precompile(Tuple{typeof(Plots.wraptuple), Bool})
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-    precompile(Tuple{typeof(Plots.wraptuple), Int64})
-    precompile(Tuple{typeof(Plots.wraptuple), Nothing})
-    precompile(Tuple{typeof(Plots.wraptuple), Plots.SeriesAnnotations})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Array{Symbol, 2}, Int64, Float64, Plots.Stroke}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Array{Symbol, 2}, Int64}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Base.LinRange{Float64}, Base.LinRange{Float64}}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Int64, Array{Symbol, 2}}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Int64, Float64, Symbol, Plots.Stroke}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Int64, Float64, Symbol}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Int64, String}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Int64, Symbol, Float64, Array{Symbol, 2}}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Int64, Symbol, Symbol}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Int64, Symbol}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Plots.Shape, Int64, ColorTypes.RGBA{Float64}}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{String, Symbol}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{String, Tuple{Int64, Int64}, Base.StepRange{Int64, Int64}, Symbol}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Symbol, Float64, Plots.Stroke}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Symbol, Int64}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Symbol, Symbol, Int64, Symbol, Float64}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Symbol, Symbol, Symbol, Int64, Float64}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{}})
-    precompile(Tuple{typeof(Plots.write_temp_html), Plots.Plot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.xgrid!), Plots.Plot{Plots.GRBackend}, Symbol, Int})
-    precompile(Tuple{typeof(Plots.xgrid!), Plots.Plot{Plots.PlotlyBackend}, Symbol, Int})
-    precompile(Tuple{typeof(Plots.xlims), Int64})
-    precompile(Tuple{typeof(Plots.xlims), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.xlims), Plots.Subplot{Plots.PlotlyBackend}})
-    precompile(Tuple{typeof(Plots.xy_mm_to_pcts), Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}, Measures.Length{:mm, Float64}})
-    precompile(Tuple{typeof(Plots.yaxis!), String, Symbol})
-    precompile(Tuple{typeof(Plots.ylims), Int64})
-    precompile(Tuple{typeof(Plots.ylims), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.ylims), Plots.Subplot{Plots.PlotlyBackend}})
-end

src/precompile_includer.jl

@@ -0,0 +1,20 @@
+should_precompile = true
+
+
+# Don't edit the following! Instead change the script for `snoop_bot`.
+ismultios = false
+ismultiversion = false
+# precompile_enclosure
+@static if !should_precompile
+    # nothing
+elseif !ismultios && !ismultiversion
+    @static if isfile(joinpath(
+        @__DIR__,
+        "../deps/SnoopCompile/precompile/precompile_Plots.jl",
+    ))
+        include("../deps/SnoopCompile/precompile/precompile_Plots.jl")
+        _precompile_()
+    end
+else
+
+end # precompile_enclosure

src/recipes.jl

@@ -78,6 +78,8 @@ const POTENTIAL_VECTOR_ARGUMENTS = [
     :fillrange,
 ]
 
+@nospecialize
+
 @recipe function f(::Type{Val{:line}}, x, y, z)
     indices = sortperm(x)
     x := x[indices]
@@ -124,9 +126,8 @@ end
 @recipe function f(::Type{Val{:vline}}, x, y, z)
     n = length(y)
     newx = vec(Float64[yi for i = 1:3, yi in y])
-    newy = repeat(Float64[1, 2, NaN], n)
     x := newx
-    y := newy
+    y := repeat(Float64[1, 2, NaN], n)
     seriestype := :straightline
     ()
 end
@@ -164,45 +165,81 @@ end
     x := x
     y := y
     seriestype := :scatter
+    @series begin
+        ()
+    end
     @series begin
         seriestype := :path
         label := ""
         primary := false
         ()
     end
+    primary := false
     ()
 end
 @deps scatterpath path scatter
 
 
+# ---------------------------------------------------------------------------
+# regression line and scatter
+
+# plots line corresponding to linear regression of y on a constant and x
+@recipe function f(::Type{Val{:linearfit}}, x, y, z)
+    x := x
+    y := y
+    seriestype := :scatter
+    @series begin
+        ()
+    end
+    @series begin
+        y := mean(y) .+ cov(x, y) / var(x) .* (x .- mean(x))
+        seriestype := :path
+        label := ""
+        primary := false
+        ()
+    end
+    primary := false
+    ()
+end
+
+
+@specialize
+
+
 # ---------------------------------------------------------------------------
 # steps
 
-make_steps(x, st) = x
-function make_steps(x::AbstractArray, st)
+make_steps(x, st, even) = x
+function make_steps(x::AbstractArray, st, even)
     n = length(x)
     n == 0 && return zeros(0)
-    newx = zeros(2n - 1)
-    for i = 1:n
+    newx = zeros(2n - (even ? 0 : 1))
+    newx[1] = x[1]
+    for i = 2:n
         idx = 2i - 1
-        newx[idx] = x[i]
-        if i > 1
+        if st == :mid
+            newx[idx] = newx[idx-1] = (x[i] + x[i-1]) / 2
+        else
+            newx[idx] = x[i]
             newx[idx - 1] = x[st == :pre ? i : i - 1]
         end
     end
+    even && (newx[end] = x[end])
     return newx
 end
-make_steps(t::Tuple, st) = Tuple(make_steps(ti, st) for ti in t)
+make_steps(t::Tuple, st, even) = Tuple(make_steps(ti, st, even) for ti in t)
 
 
+@nospecialize
+
 # create a path from steps
 @recipe function f(::Type{Val{:steppre}}, x, y, z)
-    plotattributes[:x] = make_steps(x, :post)
-    plotattributes[:y] = make_steps(y, :pre)
+    plotattributes[:x] = make_steps(x, :post, false)
+    plotattributes[:y] = make_steps(y, :pre, false)
     seriestype := :path
 
     # handle fillrange
-    plotattributes[:fillrange] = make_steps(plotattributes[:fillrange], :pre)
+    plotattributes[:fillrange] = make_steps(plotattributes[:fillrange], :pre, false)
 
     # create a secondary series for the markers
     if plotattributes[:markershape] != :none
@@ -221,13 +258,38 @@ end
 @deps steppre path scatter
 
 # create a path from steps
-@recipe function f(::Type{Val{:steppost}}, x, y, z)
-    plotattributes[:x] = make_steps(x, :pre)
-    plotattributes[:y] = make_steps(y, :post)
+@recipe function f(::Type{Val{:stepmid}}, x, y, z)
+    plotattributes[:x] = make_steps(x, :mid, true)
+    plotattributes[:y] = make_steps(y, :post, true)
     seriestype := :path
 
     # handle fillrange
-    plotattributes[:fillrange] = make_steps(plotattributes[:fillrange], :post)
+    plotattributes[:fillrange] = make_steps(plotattributes[:fillrange], :post, true)
+
+    # create a secondary series for the markers
+    if plotattributes[:markershape] != :none
+        @series begin
+            seriestype := :scatter
+            x := x
+            y := y
+            label := ""
+            primary := false
+            ()
+        end
+        markershape := :none
+    end
+    ()
+end
+@deps stepmid path scatter
+
+# create a path from steps
+@recipe function f(::Type{Val{:steppost}}, x, y, z)
+    plotattributes[:x] = make_steps(x, :pre, false)
+    plotattributes[:y] = make_steps(y, :post, false)
+    seriestype := :path
+
+    # handle fillrange
+    plotattributes[:fillrange] = make_steps(plotattributes[:fillrange], :post, false)
 
     # create a secondary series for the markers
     if plotattributes[:markershape] != :none
@@ -263,24 +325,39 @@ end
         end
     end
     newx, newy = zeros(3n), zeros(3n)
-    for i = 1:n
+    newz = z !== nothing ? zeros(3n) : nothing
+    for (i, (xi, yi, zi)) = enumerate(zip(x, y, z !== nothing ? z : 1:n))
         rng = (3i - 2):(3i)
-        newx[rng] = [x[i], x[i], NaN]
-        newy[rng] = [_cycle(fr, i), y[i], NaN]
+        newx[rng] = [xi, xi, NaN]
+        if z !== nothing
+            newy[rng] = [yi, yi, NaN]
+            newz[rng] = [_cycle(fr, i), zi, NaN]
+        else
+            newy[rng] = [_cycle(fr, i), yi, NaN]
+        end
     end
     x := newx
     y := newy
+    if z !== nothing
+        z := newz
+    end
     fillrange := nothing
     seriestype := :path
+    if plotattributes[:linecolor] == :auto && plotattributes[:marker_z] !== nothing && plotattributes[:line_z] === nothing
+        line_z := plotattributes[:marker_z]
+    end
 
-    # create a secondary series for the markers
+    # create a primary series for the markers
     if plotattributes[:markershape] != :none
+        primary := false
         @series begin
             seriestype := :scatter
             x := x
             y := y
-            label := ""
-            primary := false
+            if z !== nothing
+                z := z
+            end
+            primary := true
             ()
         end
         markershape := :none
@@ -289,6 +366,8 @@ end
 end
 @deps sticks path scatter
 
+@specialize
+
 
 # ---------------------------------------------------------------------------
 # bezier curves
@@ -303,6 +382,8 @@ function bezier_value(pts::AVec, t::Real)
     val
 end
 
+@nospecialize
+
 # create segmented bezier curves in place of line segments
 @recipe function f(::Type{Val{:curves}}, x, y, z; npoints = 30)
     args = z !== nothing ? (x, y, z) : (x, y)
@@ -374,7 +455,7 @@ end
     bw = plotattributes[:bar_width]
     hw = if bw === nothing
         if nx > 1
-            0.5 * _bar_width * ignorenan_minimum(filter(x -> x > 0, diff(procx)))
+            0.5 * _bar_width * ignorenan_minimum(filter(x -> x > 0, diff(sort(procx))))
         else
             0.5 * _bar_width
         end
@@ -391,6 +472,15 @@ end
         fillto = map(x -> _is_positive(x) ? typeof(baseline)(x) : baseline, fillto)
     end
 
+    if !isnothing(plotattributes[:series_annotations])
+        if isvertical(plotattributes)
+            annotations := (x,y,plotattributes[:series_annotations].strs,:bottom)
+        else
+            annotations := (y,x,plotattributes[:series_annotations].strs,:left)
+        end
+        series_annotations := nothing
+    end
+
     # create the bar shapes by adding x/y segments
     xseg, yseg = Segments(), Segments()
     for i = 1:ny
@@ -458,6 +548,9 @@ end
     ()
 end
 @deps plots_heatmap shape
+
+@specialize
+
 is_3d(::Type{Val{:plots_heatmap}}) = true
 RecipesPipeline.is_surface(::Type{Val{:plots_heatmap}}) = true
 RecipesPipeline.is_surface(::Type{Val{:hexbin}}) = true
@@ -521,6 +614,8 @@ function _preprocess_binlike(plotattributes, x, y)
 end
 
 
+@nospecialize
+
 @recipe function f(::Type{Val{:barbins}}, x, y, z)
     edge, weights, xscale, yscale, baseline =
         _preprocess_binlike(plotattributes, x, y)
@@ -552,6 +647,8 @@ end
 end
 @deps scatterbins xerror scatter
 
+@specialize
+
 function _stepbins_path(
     edge,
     weights,
@@ -618,8 +715,8 @@ function _stepbins_path(
     (x, y)
 end
 
-
 @recipe function f(::Type{Val{:stepbins}}, x, y, z)
+    @nospecialize
     axis =
         plotattributes[:subplot][Plots.isvertical(plotattributes) ? :xaxis : :yaxis]
 
@@ -756,6 +853,7 @@ function _make_hist(
     normalize!(h, mode = _hist_norm_mode(normed))
 end
 
+@nospecialize
 
 @recipe function f(::Type{Val{:histogram}}, x, y, z)
     seriestype := length(y) > 1e6 ? :stephist : :barhist
@@ -765,7 +863,7 @@ end
 
 @recipe function f(::Type{Val{:barhist}}, x, y, z)
     h = _make_hist(
-        (y,),
+        tuple(y),
         plotattributes[:bins],
         normed = plotattributes[:normalize],
         weights = plotattributes[:weights],
@@ -779,7 +877,7 @@ end
 
 @recipe function f(::Type{Val{:stephist}}, x, y, z)
     h = _make_hist(
-        (y,),
+        tuple(y),
         plotattributes[:bins],
         normed = plotattributes[:normalize],
         weights = plotattributes[:weights],
@@ -793,7 +891,7 @@ end
 
 @recipe function f(::Type{Val{:scatterhist}}, x, y, z)
     h = _make_hist(
-        (y,),
+        tuple(y),
         plotattributes[:bins],
         normed = plotattributes[:normalize],
         weights = plotattributes[:weights],
@@ -860,9 +958,7 @@ end
 
     x := Plots._bin_centers(edge_x)
     y := Plots._bin_centers(edge_y)
-    z := Surface(float_weights)
-
-    match_dimensions := true
+    z := Surface(permutedims(float_weights))
     seriestype := :heatmap
     ()
 end
@@ -913,6 +1009,19 @@ end
 @deps pie shape
 
 
+# ---------------------------------------------------------------------------
+# mesh 3d replacement for non-plotly backends
+
+@recipe function f(::Type{Val{:mesh3d}}, x, y, z)
+    # As long as no i,j,k are supplied this should work with PyPlot and GR
+    seriestype := :surface
+    if plotattributes[:connections] !== nothing
+    	throw(ArgumentError("Giving triangles using the connections argument is only supported on Plotly backend."))
+    end
+    ()
+end
+
+
 # ---------------------------------------------------------------------------
 # scatter 3d
 
@@ -928,7 +1037,6 @@ end
 
 # note: don't add dependencies because this really isn't a drop-in replacement
 
-
 # ---------------------------------------------------------------------------
 # lens! - magnify a region of a plot
 lens!(args...;kwargs...) = plot!(args...; seriestype=:lens, kwargs...)
@@ -950,8 +1058,12 @@ export lens!
     lens_index = last(plt.subplots)[:subplot_index] + 1
     x1, x2 = plotattributes[:x]
     y1, y2 = plotattributes[:y]
+    backup = copy(plotattributes)
+    empty!(plotattributes)
+
+    series_plotindex := backup[:series_plotindex]
     seriestype := :path
-    label := ""
+    primary := false
     linecolor := :lightgray
     bbx_mag = (x1 + x2) / 2
     bby_mag = (y1 + y2) / 2
@@ -961,6 +1073,7 @@ export lens!
     if xl1 < xi_lens < xl2 &&
         yl1 < yi_lens < yl2
         @series begin
+            primary := false
             subplot := sp_index
             x := [xi_mag, xi_lens]
             y := [yi_mag, yi_lens]
@@ -969,6 +1082,7 @@ export lens!
     end
     # add magnification shape
     @series begin
+        primary := false
         subplot := sp_index
         x := [x1, x1, x2, x2, x1]
         y := [y1, y2, y2, y1, y1]
@@ -977,20 +1091,19 @@ export lens!
     # add subplot
     for series in sp.series_list
         @series begin
-            plotattributes = merge(plotattributes, copy(series.plotattributes))
+            plotattributes = merge(backup, copy(series.plotattributes))
             subplot := lens_index
-            label := ""
+            primary := false
             xlims := (x1, x2)
             ylims := (y1, y2)
             ()
         end
     end
-    backup = copy(plotattributes)
-    empty!(plotattributes)
-    seriestype := :path
-    series_plotindex := backup[:series_plotindex]
+    nothing
 end
 
+@specialize
+
 function intersection_point(xA, yA, xB, yB, h, w)
     s = (yA - yB) / (xA - xB)
     hh = h / 2
@@ -1018,6 +1131,7 @@ end
 # contourf - filled contours
 
 @recipe function f(::Type{Val{:contourf}}, x, y, z)
+    @nospecialize
     fillrange := true
     seriestype := :contour
     ()
@@ -1027,8 +1141,24 @@ end
 # Error Bars
 
 function error_style!(plotattributes::AKW)
+    msc = plotattributes[:markerstrokecolor]
+    msc = if msc === :match
+        plotattributes[:subplot][:foreground_color_subplot]
+    elseif msc === :auto
+        get_series_color(
+            plotattributes[:linecolor],
+            plotattributes[:subplot],
+            plotattributes[:series_plotindex],
+            plotattributes[:seriestype],
+        )
+    else
+        msc
+    end
+
     plotattributes[:seriestype] = :path
-    plotattributes[:markercolor] = plotattributes[:markerstrokecolor]
+    plotattributes[:markerstrokecolor] = msc
+    plotattributes[:markercolor] = msc
+    plotattributes[:linecolor] = msc
     plotattributes[:linewidth] = plotattributes[:markerstrokewidth]
     plotattributes[:label] = ""
 end
@@ -1059,9 +1189,17 @@ function error_coords(errorbar, errordata, otherdata...)
     return (ed, od...)
 end
 
+# clamp non-NaN values in an array to Base.eps(Float64) for log-scale plots
+function clamp_to_eps!(ary)
+    replace!(x -> x <= 0.0 ? Base.eps(Float64) : x, ary)
+    nothing
+end
+
 # we will create a series of path segments, where each point represents one
 # side of an errorbar
 
+@nospecialize
+
 @recipe function f(::Type{Val{:xerror}}, x, y, z)
     error_style!(plotattributes)
     markershape := :vline
@@ -1072,6 +1210,9 @@ end
         plotattributes[:x], plotattributes[:y], plotattributes[:z] =
             error_coords(xerr, x, y, z)
     end
+    if :xscale ∈ keys(plotattributes) && plotattributes[:xscale] == :log10
+        clamp_to_eps!(plotattributes[:x])
+    end
     ()
 end
 @deps xerror path
@@ -1086,6 +1227,9 @@ end
         plotattributes[:y], plotattributes[:x], plotattributes[:z] =
             error_coords(yerr, y, x, z)
     end
+    if :yscale ∈ keys(plotattributes) && plotattributes[:yscale] == :log10
+        clamp_to_eps!(plotattributes[:y])
+    end
     ()
 end
 @deps yerror path
@@ -1098,10 +1242,14 @@ end
         plotattributes[:z], plotattributes[:x], plotattributes[:y] =
             error_coords(zerr, z, x, y)
     end
+    if :zscale ∈ keys(plotattributes) && plotattributes[:zscale] == :log10
+        clamp_to_eps!(plotattributes[:z])
+    end
     ()
 end
 @deps zerror path
 
+@specialize
 
 # TODO: move quiver to PlotRecipes
 
@@ -1115,35 +1263,51 @@ function quiver_using_arrows(plotattributes::AKW)
     if !isa(plotattributes[:arrow], Arrow)
         plotattributes[:arrow] = arrow()
     end
-
+    is_3d = haskey(plotattributes,:z) && !isnothing(plotattributes[:z])
     velocity = error_zipit(plotattributes[:quiver])
     xorig, yorig = plotattributes[:x], plotattributes[:y]
+    zorig = is_3d ? plotattributes[:z] : []
 
     # for each point, we create an arrow of velocity vi, translated to the x/y coordinates
     x, y = zeros(0), zeros(0)
-    for i = 1:max(length(xorig), length(yorig))
+    is_3d && ( z = zeros(0))
+    for i = 1:max(length(xorig), length(yorig), is_3d ? 0 : length(zorig))
         # get the starting position
         xi = _cycle(xorig, i)
         yi = _cycle(yorig, i)
-
+        zi = is_3d ? _cycle(zorig, i) : 0
         # get the velocity
         vi = _cycle(velocity, i)
-        vx, vy = if istuple(vi)
-            first(vi), last(vi)
-        elseif isscalar(vi)
-            vi, vi
-        elseif isa(vi, Function)
-            vi(xi, yi)
-        else
-            error("unexpected vi type $(typeof(vi)) for quiver: $vi")
+        if is_3d
+            vx, vy, vz = if istuple(vi)
+                vi[1], vi[2], vi[3]
+            elseif isscalar(vi)
+                vi, vi, vi
+            elseif isa(vi, Function)
+                vi(xi, yi, zi)
+            else
+                error("unexpected vi type $(typeof(vi)) for quiver: $vi")
+            end
+        else # 2D quiver
+            vx, vy = if istuple(vi)
+                first(vi), last(vi)
+            elseif isscalar(vi)
+                vi, vi
+            elseif isa(vi, Function)
+                vi(xi, yi)
+            else
+                error("unexpected vi type $(typeof(vi)) for quiver: $vi")
+            end
         end
-
         # add the points
         nanappend!(x, [xi, xi + vx, NaN])
         nanappend!(y, [yi, yi + vy, NaN])
+        is_3d && nanappend!(z, [zi, zi + vz, NaN])
     end
-
     plotattributes[:x], plotattributes[:y] = x, y
+    if is_3d
+        plotattributes[:z] = z
+    end
     # KW[plotattributes]
 end
 
@@ -1198,6 +1362,7 @@ end
 
 # function apply_series_recipe(plotattributes::AKW, ::Type{Val{:quiver}})
 @recipe function f(::Type{Val{:quiver}}, x, y, z)
+    @nospecialize
     if :arrow in supported_attrs()
         quiver_using_arrows(plotattributes)
     else
@@ -1230,12 +1395,14 @@ end
     else
         seriestype := :heatmap
         yflip --> true
-        cbar --> false
-        fillcolor --> ColorGradient([:black, :white])
+        colorbar --> false
+        fillcolor --> cgrad([:black, :white])
         SliceIt, m, n, Surface(clamp!(convert(Matrix{Float64}, mat), 0.0, 1.0))
     end
 end
 
+@nospecialize
+
 # images - colors
 @recipe function f(mat::AMat{T}) where {T <: Colorant}
     n, m = axes(mat)
@@ -1247,7 +1414,7 @@ end
     else
         seriestype := :heatmap
         yflip --> true
-        cbar --> false
+        colorbar --> false
         aspect_ratio --> :equal
         z, plotattributes[:fillcolor] = replace_image_with_heatmap(mat)
         SliceIt, m, n, Surface(z)
@@ -1261,12 +1428,22 @@ end
     coords(shape)
 end
 
-@recipe function f(shapes::AVec{Shape})
+@recipe function f(shapes::AVec{<:Shape})
     seriestype --> :shape
+    # For backwards compatibility, column vectors of segmenting attributes are
+    # interpreted as having one element per shape
+    for attr in union(_segmenting_array_attributes, _segmenting_vector_attributes)
+        v = get(plotattributes, attr, nothing)
+        if v isa AVec || v isa AMat && size(v,2) == 1
+            @warn "Column vector attribute `$attr` reinterpreted as row vector (one value per shape).\n" *
+                    "Pass a row vector instead (e.g. using `permutedims`) to suppress this warning."
+            plotattributes[attr] = permutedims(v)
+        end
+    end
     coords(shapes)
 end
 
-@recipe function f(shapes::AMat{Shape})
+@recipe function f(shapes::AMat{<:Shape})
     seriestype --> :shape
     for j in axes(shapes, 2)
         @series coords(vec(shapes[:, j]))
@@ -1287,8 +1464,8 @@ end
     else
         seriestype := :heatmap
         yflip --> true
-        cbar --> false
-        fillcolor --> ColorGradient([:black, :white])
+        colorbar --> false
+        fillcolor --> cgrad([:black, :white])
         SliceIt, x, y, Surface(convert(Matrix{Float64}, mat))
     end
 end
@@ -1302,7 +1479,7 @@ end
     else
         seriestype := :heatmap
         yflip --> true
-        cbar --> false
+        colorbar --> false
         z, plotattributes[:fillcolor] = replace_image_with_heatmap(mat)
         SliceIt, x, y, Surface(z)
     end
@@ -1311,14 +1488,15 @@ end
 # --------------------------------------------------------------------
 # Lists of tuples and GeometryBasics.Points
 # --------------------------------------------------------------------
-@recipe f(v::AVec{<:_Point}) = RecipesPipeline.unzip(v)
-@recipe f(p::_Point) = [p]
+@recipe f(v::AVec{<:GeometryBasics.Point}) = RecipesPipeline.unzip(v)
+@recipe f(p::GeometryBasics.Point) = [p]
 
 # Special case for 4-tuples in :ohlc series
 @recipe f(xyuv::AVec{<:Tuple{R1, R2, R3, R4}}) where {R1, R2, R3, R4} =
     get(plotattributes, :seriestype, :path) == :ohlc ? OHLC[OHLC(t...) for t in xyuv] :
     RecipesPipeline.unzip(xyuv)
 
+@specialize
 
 # -------------------------------------------------
 
@@ -1358,6 +1536,8 @@ end
 # TODO: when I allow `@recipe f(::Type{T}, v::T) = ...` definitions to replace convertToAnyVector,
 #       then I should replace these with one definition to convert to a vector of 4-tuples
 
+@nospecialize
+
 # to squash ambiguity warnings...
 @recipe f(x::AVec{Function}, v::AVec{OHLC}) = error()
 @recipe f(
@@ -1416,16 +1596,16 @@ end
     yflip := true
     aspect_ratio := 1
     rs, cs, zs = Plots.findnz(z.surf)
-    xlims := ignorenan_extrema(cs)
-    ylims := ignorenan_extrema(rs)
-    if plotattributes[:markershape] == :none
-        markershape := :circle
-    end
-    if plotattributes[:markersize] == default(:markersize)
-        markersize := 1
-    end
+    xlims := widen(ignorenan_extrema(cs)..., get(plotattributes, :xscale, :identity))
+    ylims := widen(ignorenan_extrema(rs)..., get(plotattributes, :yscale, :identity))
+    markershape --> :circle
+    markersize --> 1
     markerstrokewidth := 0
-    marker_z := zs
+    if length(unique(zs)) == 1
+        seriescolor --> :black
+    else
+        marker_z := zs
+    end
     label := ""
     x := cs
     y := rs
@@ -1435,8 +1615,10 @@ end
     ()
 end
 
+@specialize
 
-Plots.findnz(A::AbstractSparseMatrix) = findnz(A)
+
+Plots.findnz(A::AbstractSparseMatrix) = SparseArrays.findnz(A)
 
 # fallback function for finding non-zero elements of non-sparse matrices
 function Plots.findnz(A::AbstractMatrix)
@@ -1449,6 +1631,8 @@ end
 
 # -------------------------------------------------
 
+@nospecialize
+
 "Adds ax+b... straight line over the current plot, without changing the axis limits"
 abline!(plt::Plot, a, b; kw...) =
     plot!(plt, [0, 1], [b, b + a]; seriestype = :straightline, kw...)
@@ -1518,3 +1702,5 @@ julia> areaplot(1:3, [1 2 3; 7 8 9; 4 5 6], seriescolor = [:red :green :blue], f
         end
     end
 end
+
+@specialize

src/shorthands.jl

@@ -1,3 +1,5 @@
+@nospecialize
+
 """
     scatter(x,y)
     scatter!(x,y)
@@ -55,6 +57,7 @@ Plot a histogram.
 # Example
 ```julia-repl
 julia> histogram([1,2,1,1,4,3,8],bins=0:8)
+julia> histogram([1,2,1,1,4,3,8],bins=0:8,weights=weights([4,7,3,9,12,2,6]))
 ```
 """
 @shorthands histogram
@@ -69,7 +72,7 @@ Make a histogram bar plot. See `histogram`.
 
 """
     stephist(x)
-    stephist(x)
+    stephist!(x)
 
 Make a histogram step plot (bin counts are represented using horizontal lines
 instead of bars). See `histogram`.
@@ -318,6 +321,27 @@ julia> scatter3d([0,1,2,3],[0,1,4,9],[0,1,8,27])
 """
 @shorthands scatter3d
 
+"""
+    mesh3d(x,y,z)
+    mesh3d(x,y,z; connections)
+
+Plot a 3d mesh. On Plotly the triangles can be specified using the connections argument.
+
+# Example
+```Julia
+x=[0, 1, 2, 0]
+y=[0, 0, 1, 2]
+z=[0, 2, 0, 1]
+
+i=[0, 0, 0, 1]
+j=[1, 2, 3, 2]
+k=[2, 3, 1, 3]
+
+plot(x,y,z,seriestype=:mesh3d;connections=(i,j,k))
+```
+"""
+@shorthands mesh3d
+
 """
     boxplot(x, y)
     boxplot!(x, y)
@@ -397,13 +421,13 @@ xlabel!(s::AbstractString; kw...)                = plot!(; xlabel = s, kw...)
 ylabel!(s::AbstractString; kw...)                = plot!(; ylabel = s, kw...)
 
 "Set xlims for an existing plot"
-xlims!(lims::Tuple{T,S}; kw...) where {T<:Real,S<:Real} = plot!(; xlims = lims, kw...)
+xlims!(lims::Tuple; kw...) = plot!(; xlims = lims, kw...)
 
 "Set ylims for an existing plot"
-ylims!(lims::Tuple{T,S}; kw...) where {T<:Real,S<:Real} = plot!(; ylims = lims, kw...)
+ylims!(lims::Tuple; kw...) = plot!(; ylims = lims, kw...)
 
 "Set zlims for an existing plot"
-zlims!(lims::Tuple{T,S}; kw...) where {T<:Real,S<:Real} = plot!(; zlims = lims, kw...)
+zlims!(lims::Tuple; kw...) = plot!(; zlims = lims, kw...)
 
 xlims!(xmin::Real, xmax::Real; kw...)                     = plot!(; xlims = (xmin,xmax), kw...)
 ylims!(ymin::Real, ymax::Real; kw...)                     = plot!(; ylims = (ymin,ymax), kw...)
@@ -411,10 +435,10 @@ zlims!(zmin::Real, zmax::Real; kw...)                     = plot!(; zlims = (zmi
 
 
 "Set xticks for an existing plot"
-xticks!(v::TicksArgs; kw...) where {T<:Real}                       = plot!(; xticks = v, kw...)
+xticks!(v::TicksArgs; kw...)                              = plot!(; xticks = v, kw...)
 
 "Set yticks for an existing plot"
-yticks!(v::TicksArgs; kw...) where {T<:Real}                       = plot!(; yticks = v, kw...)
+yticks!(v::TicksArgs; kw...)                              = plot!(; yticks = v, kw...)
 
 xticks!(
 ticks::AVec{T}, labels::AVec{S}; kw...) where {T<:Real,S<:AbstractString}     = plot!(; xticks = (ticks,labels), kw...)
@@ -429,12 +453,14 @@ Add annotations to an existing plot.
 # Arguments
 
 - `anns`: An `AbstractVector` of tuples of the form `(x,y,text)`. The `text` object
-          can be a `String` or `PlotText`.
+          can be a `String`, `PlotText` PlotText (created with `text(args...)`),
+          or a tuple of arguments to `text` (e.g., `("Label", 8, :red, :top)`).
 
 # Example
 ```julia-repl
 julia> plot(1:10)
 julia> annotate!([(7,3,"(7,3)"),(3,7,text("hey", 14, :left, :top, :green))])
+julia> annotate!([(4, 4, ("More text", 8, 45.0, :bottom, :red))])
 ```
 """
 annotate!(anns...; kw...)             = plot!(; annotation = anns, kw...)
@@ -454,3 +480,5 @@ xaxis!(args...; kw...)                                    = plot!(; xaxis = args
 yaxis!(args...; kw...)                                    = plot!(; yaxis = args, kw...)
 xgrid!(args...; kw...)                                    = plot!(; xgrid = args, kw...)
 ygrid!(args...; kw...)                                    = plot!(; ygrid = args, kw...)
+
+@specialize

src/utils.jl

@@ -1,4 +1,6 @@
-
+function treats_y_as_x(seriestype)
+    return seriestype in (:vline, :vspan, :histogram, :barhist, :stephist, :scatterhist)
+end
 function replace_image_with_heatmap(z::Array{T}) where T<:Colorant
     n, m = size(z)
     colors = palette(vec(z))
@@ -51,10 +53,16 @@ function Base.push!(segments::Segments{T}, vs::AVec) where T
 end
 
 
+struct SeriesSegment
+    # indexes of this segement in series data vectors
+    range::UnitRange
+    # index into vector-valued attributes corresponding to this segment
+    attr_index::Int
+end
+
 # -----------------------------------------------------
 # helper to manage NaN-separated segments
-
-mutable struct SegmentsIterator
+struct NaNSegmentsIterator
     args::Tuple
     n1::Int
     n2::Int
@@ -64,30 +72,66 @@ function iter_segments(args...)
     tup = Plots.wraptuple(args)
     n1 = minimum(map(firstindex, tup))
     n2 = maximum(map(lastindex, tup))
-    SegmentsIterator(tup, n1, n2)
+    NaNSegmentsIterator(tup, n1, n2)
 end
 
-function iter_segments(series::Series)
+function series_segments(series::Series, seriestype::Symbol=:path; check=false)
     x, y, z = series[:x], series[:y], series[:z]
-    if x === nothing
-        return UnitRange{Int}[]
-    elseif has_attribute_segments(series)
-        if series[:seriestype] in (:scatter, :scatter3d)
-            return [[i] for i in eachindex(y)]
-        else
-            if any(isnan,y)
-                return [iter_segments(y)...]
-            else
-                return [i:(i + 1) for i in firstindex(y):lastindex(y)-1]
+    (x === nothing || isempty(x)) && return UnitRange{Int}[]
+
+    args = RecipesPipeline.is3d(series) ? (x, y, z) : (x, y)
+    nan_segments = collect(iter_segments(args...))
+
+    if check
+        scales = :xscale, :yscale, :zscale
+        for (n, s) ∈ enumerate(args)
+            scale = get(series, scales[n], :identity)
+            if scale ∈ _logScales
+                for (i, v) ∈ enumerate(s)
+                    if v <= 0
+                        @warn "Invalid negative or zero value $v found at series index $i for $(scale) based $(scales[n])"
+                        @debug "" exception=(DomainError(v), stacktrace())
+                        break
+                    end
+                end
             end
         end
+    end
+
+    segments = if has_attribute_segments(series)
+        Iterators.flatten(map(nan_segments) do r
+            if 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)
+            end
+        end)
     else
-        segs = UnitRange{Int}[]
-        args = RecipesPipeline.is3d(series) ? (x, y, z) : (x, y)
-        for seg in iter_segments(args...)
-            push!(segs, seg)
+        (SeriesSegment(r, 1) for r in nan_segments)
+    end
+
+    warn_on_attr_dim_mismatch(series, x, y, z, segments)
+    return segments
+end
+
+function warn_on_attr_dim_mismatch(series, x, y, z, segments)
+    isempty(segments) && return
+    seg_range = UnitRange(minimum(first(seg.range) for seg in segments),
+                          maximum(last(seg.range) for seg in segments))
+    for attr in _segmenting_vector_attributes
+        v = get(series, attr, nothing)
+        if v isa AVec && eachindex(v) != seg_range
+            @warn "Indices $(eachindex(v)) of attribute `$attr` does not match data indices $seg_range."
+            if any(v -> !isnothing(v) && any(isnan, v), (x,y,z))
+                @info """Data contains NaNs or missing values, and indices of `$attr` vector do not match data indices.
+                    If you intend elements of `$attr` to apply to individual NaN-separated segements in the data,
+                    pass each segment in a separate vector instead, and use a row vector for `$attr`. Legend entries
+                    may be suppressed by passing an empty label.
+                    For example,
+                        plot([1:2,1:3], [[4,5],[3,4,5]], label=["y" ""], $attr=[1 2])
+                    """
+            end
         end
-        return segs
     end
 end
 
@@ -97,7 +141,7 @@ anynan(args::Tuple) = i -> anynan(i,args)
 anynan(istart::Int, iend::Int, args::Tuple) = any(anynan(args), istart:iend)
 allnan(istart::Int, iend::Int, args::Tuple) = all(anynan(args), istart:iend)
 
-function Base.iterate(itr::SegmentsIterator, nextidx::Int = itr.n1)
+function Base.iterate(itr::NaNSegmentsIterator, nextidx::Int = itr.n1)
     i = findfirst(!anynan(itr.args), nextidx:itr.n2)
     i === nothing && return nothing
     nextval = nextidx + i - 1
@@ -107,6 +151,7 @@ function Base.iterate(itr::SegmentsIterator, nextidx::Int = itr.n1)
 
     nextval:nextnan-1, nextnan
 end
+Base.IteratorSize(::NaNSegmentsIterator) = Base.SizeUnknown()
 
 # Find minimal type that can contain NaN and x
 # To allow use of NaN separated segments with categorical x axis
@@ -126,8 +171,8 @@ isnothing(x) = false
 _cycle(wrapper::InputWrapper, idx::Int) = wrapper.obj
 _cycle(wrapper::InputWrapper, idx::AVec{Int}) = wrapper.obj
 
-_cycle(v::AVec, idx::Int) = v[mod1(idx, length(v))]
-_cycle(v::AMat, idx::Int) = size(v,1) == 1 ? v[1, mod1(idx, size(v,2))] : v[:, mod1(idx, size(v,2))]
+_cycle(v::AVec, idx::Int) = v[mod(idx, axes(v,1))]
+_cycle(v::AMat, idx::Int) = size(v,1) == 1 ? v[end, mod(idx, axes(v,2))] : v[:, mod(idx, axes(v,2))]
 _cycle(v, idx::Int)       = v
 
 _cycle(v::AVec, indices::AVec{Int}) = map(i -> _cycle(v,i), indices)
@@ -149,18 +194,20 @@ makevec(v::T) where {T} = T[v]
 maketuple(x::Real)                     = (x,x)
 maketuple(x::Tuple{T,S}) where {T,S} = x
 
-const _Point{N,T} = Union{GeometryTypes.Point{N,T}, GeometryBasics.Point{N,T}}
 for i in 2:4
     @eval begin
-        RecipesPipeline.unzip(v::Union{AVec{<:Tuple{Vararg{T,$i} where T}},
-                   AVec{<:_Point{$i}}}) = $(Expr(:tuple, (:([t[$j] for t in v]) for j=1:i)...))
+        RecipesPipeline.unzip(
+            v::Union{AVec{<:Tuple{Vararg{T,$i} where T}}, AVec{<:GeometryBasics.Point{$i}}},
+        ) = $(Expr(:tuple, (:([t[$j] for t in v]) for j=1:i)...))
     end
 end
 
-RecipesPipeline.unzip(v::Union{AVec{<:_Point{N}},
-               AVec{<:Tuple{Vararg{T,N} where T}}}) where N = error("$N-dimensional unzip not implemented.")
-RecipesPipeline.unzip(v::Union{AVec{<:_Point},
-               AVec{<:Tuple}}) = error("Can't unzip points of different dimensions.")
+RecipesPipeline.unzip(
+    ::Union{AVec{<:GeometryBasics.Point{N}}, AVec{<:Tuple{Vararg{T,N} where T}}}
+) where N = error("$N-dimensional unzip not implemented.")
+RecipesPipeline.unzip(::Union{AVec{<:GeometryBasics.Point}, AVec{<:Tuple}}) = error(
+    "Can't unzip points of different dimensions."
+)
 
 # given 2-element lims and a vector of data x, widen lims to account for the extrema of x
 function _expand_limits(lims, x)
@@ -207,30 +254,27 @@ end
 
 createSegments(z) = collect(repeat(reshape(z,1,:),2,1))[2:end]
 
-Base.first(c::Colorant) = c
-Base.first(x::Symbol) = x
-
 
 sortedkeys(plotattributes::Dict) = sort(collect(keys(plotattributes)))
 
-function _heatmap_edges(v::AVec, isedges::Bool = false)
-    length(v) == 1 && return v[1] .+ [-0.5, 0.5]
+function _heatmap_edges(v::AVec, isedges::Bool = false, ispolar::Bool = false)
+    length(v) == 1 && return v[1] .+ [ispolar ? max(-v[1], -0.5) : -0.5, 0.5]
     if isedges return v end
     # `isedges = true` means that v is a vector which already describes edges
     # and does not need to be extended.
     vmin, vmax = ignorenan_extrema(v)
-    extra_min = (v[2] - v[1]) / 2
+    extra_min = ispolar ? min(v[1], (v[2] - v[1]) / 2) : (v[2] - v[1]) / 2
     extra_max = (v[end] - v[end - 1]) / 2
     vcat(vmin-extra_min, 0.5 * (v[1:end-1] + v[2:end]), vmax+extra_max)
 end
 
 "create an (n+1) list of the outsides of heatmap rectangles"
-function heatmap_edges(v::AVec, scale::Symbol = :identity, isedges::Bool = false)
+function heatmap_edges(v::AVec, scale::Symbol = :identity, isedges::Bool = false, ispolar::Bool = false)
     f, invf = RecipesPipeline.scale_func(scale), RecipesPipeline.inverse_scale_func(scale)
-    map(invf, _heatmap_edges(map(f,v), isedges))
+    map(invf, _heatmap_edges(map(f,v), isedges, ispolar))
 end
 
-function heatmap_edges(x::AVec, xscale::Symbol, y::AVec, yscale::Symbol, z_size::Tuple{Int, Int})
+function heatmap_edges(x::AVec, xscale::Symbol, y::AVec, yscale::Symbol, z_size::Tuple{Int, Int}, ispolar::Bool = false)
     nx, ny = length(x), length(y)
     # ismidpoints = z_size == (ny, nx) # This fails some tests, but would actually be
     # the correct check, since (4, 3) != (3, 4) and a missleading plot is produced.
@@ -242,7 +286,7 @@ function heatmap_edges(x::AVec, xscale::Symbol, y::AVec, yscale::Symbol, z_size:
                 or `size(z) == (length(y)+1, length(x)+1))` (x & y define edges).""")
     end
     x, y = heatmap_edges(x, xscale, isedges),
-           heatmap_edges(y, yscale, isedges)
+           heatmap_edges(y, yscale, isedges, ispolar) # special handle for `r` in polar plots
     return x, y
 end
 
@@ -295,13 +339,6 @@ limsType(lims::Tuple{T,S}) where {T<:Real,S<:Real}    = :limits
 limsType(lims::Symbol)                                  = lims == :auto ? :auto : :invalid
 limsType(lims)                                          = :invalid
 
-# axis_Symbol(letter, postfix) = Symbol(letter * postfix)
-# axis_symbols(letter, postfix...) = map(s -> axis_Symbol(letter, s), postfix)
-
-Base.convert(::Type{Vector{T}}, rng::AbstractRange{T}) where {T<:Real}         = T[x for x in rng]
-Base.convert(::Type{Vector{T}}, rng::AbstractRange{S}) where {T<:Real,S<:Real} = T[x for x in rng]
-
-Base.merge(a::AbstractVector, b::AbstractVector) = sort(unique(vcat(a,b)))
 
 # recursively merge kw-dicts, e.g. for merging extra_kwargs / extra_plot_kwargs in plotly)
 recursive_merge(x::AbstractDict...) = merge(recursive_merge, x...)
@@ -344,17 +381,8 @@ function indices_and_unique_values(z::AbstractArray)
     newz, vals
 end
 
-# this is a helper function to determine whether we need to transpose a surface matrix.
-# it depends on whether the backend matches rows to x (transpose_on_match == true) or vice versa
-# for example: PyPlot sends rows to y, so transpose_on_match should be true
-function transpose_z(plotattributes, z, transpose_on_match::Bool = true)
-    if plotattributes[:match_dimensions] == transpose_on_match
-        # z'
-        permutedims(z, [2,1])
-    else
-        z
-    end
-end
+handle_surface(z) = z
+handle_surface(z::Surface) = permutedims(z.surf)
 
 function ok(x::Number, y::Number, z::Number = 0)
     isfinite(x) && isfinite(y) && isfinite(z)
@@ -362,10 +390,10 @@ end
 ok(tup::Tuple) = ok(tup...)
 
 # compute one side of a fill range from a ribbon
-function make_fillrange_side(y, rib)
-    frs = zeros(length(y))
-    for (i, (yi, ri)) in enumerate(zip(y, Base.Iterators.cycle(rib)))
-        frs[i] = yi + ri
+function make_fillrange_side(y::AVec, rib)
+    frs = zeros(axes(y))
+    for (i, yi) in pairs(y)
+        frs[i] = yi + _cycle(rib,i)
     end
     frs
 end
@@ -420,79 +448,6 @@ xlims(sp_idx::Int = 1) = xlims(current(), sp_idx)
 ylims(sp_idx::Int = 1) = ylims(current(), sp_idx)
 zlims(sp_idx::Int = 1) = zlims(current(), sp_idx)
 
-# These functions return an operator for use in `get_clims(::Seres, op)`
-process_clims(lims::Tuple{<:Number,<:Number}) = (zlims -> ifelse.(isfinite.(lims), lims, zlims)) ∘ ignorenan_extrema
-process_clims(s::Union{Symbol,Nothing,Missing}) = ignorenan_extrema
-# don't specialize on ::Function otherwise python functions won't work
-process_clims(f) = f
-
-function get_clims(sp::Subplot, op=process_clims(sp[:clims]))
-    zmin, zmax = Inf, -Inf
-    for series in series_list(sp)
-        if series[:colorbar_entry]
-            zmin, zmax = _update_clims(zmin, zmax, get_clims(series, 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)
-    else
-        get_clims(series, op)
-    end
-    return zmin <= zmax ? (zmin, zmax) : (NaN, NaN)
-end
-
-"""
-    get_clims(::Series, op=Plots.ignorenan_extrema)
-
-Finds the limits for the colorbar by taking the "z-values" for the series and passing them into `op`,
-which must return the tuple `(zmin, zmax)`. The default op is the extrema of the finite
-values of the input.
-"""
-function get_clims(series::Series, op=ignorenan_extrema)
-    zmin, zmax = Inf, -Inf
-    z_colored_series = (:contour, :contour3d, :heatmap, :histogram2d, :surface, :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)...)
-        end
-    end
-    return zmin <= zmax ? (zmin, zmax) : (NaN, NaN)
-end
-
-_update_clims(zmin, zmax, emin, emax) = NaNMath.min(zmin, emin), NaNMath.max(zmax, emax)
-
-@enum ColorbarStyle cbar_gradient cbar_fill cbar_lines
-
-function colorbar_style(series::Series)
-    colorbar_entry = series[:colorbar_entry]
-    if !(colorbar_entry isa Bool)
-        @warn "Non-boolean colorbar_entry ignored."
-        colorbar_entry = true
-    end
-
-    if !colorbar_entry
-        nothing
-    elseif isfilledcontour(series)
-        cbar_fill
-    elseif iscontour(series)
-        cbar_lines
-    elseif series[:seriestype] ∈ (:heatmap,:surface) ||
-            any(series[z] !== nothing for z ∈ [:marker_z,:line_z,:fill_z])
-        cbar_gradient
-    else
-        nothing
-    end
-end
-
-hascolorbar(series::Series) = colorbar_style(series) !== nothing
-hascolorbar(sp::Subplot) = sp[:colorbar] != :none && any(hascolorbar(s) for s in series_list(sp))
-
 iscontour(series::Series) = series[:seriestype] in (:contour, :contour3d)
 isfilledcontour(series::Series) = iscontour(series) && series[:fillrange] !== nothing
 
@@ -589,38 +544,34 @@ function get_markerstrokewidth(series, i::Int = 1)
     _cycle(series[:markerstrokewidth], i)
 end
 
+const _segmenting_vector_attributes = (
+    :seriescolor,
+    :seriesalpha,
+    :linecolor,
+    :linealpha,
+    :linewidth,
+    :linestyle,
+    :fillcolor,
+    :fillalpha,
+    :markercolor,
+    :markeralpha,
+    :markersize,
+    :markerstrokecolor,
+    :markerstrokealpha,
+    :markerstrokewidth,
+    :markershape,
+)
+
+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
-    for letter in (:x, :y, :z)
-        # If we have NaNs in the data they define the segments and
-        # SegmentsIterator is used
-        series[letter] !== nothing && NaN in collect(series[letter]) && return false
-    end
     series[:seriestype] == :shape && return false
-    # ... else we check relevant attributes if they have multiple inputs
-    return any(
-        (typeof(series[attr]) <: AbstractVector && length(series[attr]) > 1)
-        for
-        attr in [
-            :seriescolor,
-            :seriesalpha,
-            :linecolor,
-            :linealpha,
-            :linewidth,
-            :linestyle,
-            :fillcolor,
-            :fillalpha,
-            :markercolor,
-            :markeralpha,
-            :markersize,
-            :markerstrokecolor,
-            :markerstrokealpha,
-            :markerstrokewidth,
-        ]
-    ) || any(
-        typeof(series[attr]) <: AbstractArray for attr in (:line_z, :fill_z, :marker_z)
-    )
+    # check relevant attributes if they have multiple inputs
+    return any(series[attr] isa AbstractVector && length(series[attr]) > 1
+                for attr in _segmenting_vector_attributes
+        ) || any(series[attr] isa AbstractArray for attr in _segmenting_array_attributes)
 end
 
 function get_aspect_ratio(sp)
@@ -1004,54 +955,72 @@ ignorenan_extrema(plt::Plot) = (xmin(plt), xmax(plt))
 # ---------------------------------------------------------------
 # get fonts from objects:
 
-titlefont(sp::Subplot) = font(
-    sp[:titlefontfamily],
-    sp[:titlefontsize],
-    sp[:titlefontvalign],
-    sp[:titlefonthalign],
-    sp[:titlefontrotation],
-    sp[:titlefontcolor],
+plottitlefont(p::Plot) = font(;
+    family = p[:plot_titlefontfamily],
+    pointsize = p[:plot_titlefontsize],
+    valign = p[:plot_titlefontvalign],
+    halign = p[:plot_titlefonthalign],
+    rotation = p[:plot_titlefontrotation],
+    color = p[:plot_titlefontcolor],
 )
 
-legendfont(sp::Subplot) = font(
-    sp[:legendfontfamily],
-    sp[:legendfontsize],
-    sp[:legendfontvalign],
-    sp[:legendfonthalign],
-    sp[:legendfontrotation],
-    sp[:legendfontcolor],
+colorbartitlefont(sp::Subplot) = font(;
+    family = sp[:colorbar_titlefontfamily],
+    pointsize = sp[:colorbar_titlefontsize],
+    valign = sp[:colorbar_titlefontvalign],
+    halign = sp[:colorbar_titlefonthalign],
+    rotation = sp[:colorbar_titlefontrotation],
+    color = sp[:colorbar_titlefontcolor],
 )
 
-legendtitlefont(sp::Subplot) = font(
-    sp[:legendtitlefontfamily],
-    sp[:legendtitlefontsize],
-    sp[:legendtitlefontvalign],
-    sp[:legendtitlefonthalign],
-    sp[:legendtitlefontrotation],
-    sp[:legendtitlefontcolor],
+titlefont(sp::Subplot) = font(;
+    family = sp[:titlefontfamily],
+    pointsize = sp[:titlefontsize],
+    valign = sp[:titlefontvalign],
+    halign = sp[:titlefonthalign],
+    rotation = sp[:titlefontrotation],
+    color = sp[:titlefontcolor],
 )
 
-tickfont(ax::Axis) = font(
-    ax[:tickfontfamily],
-    ax[:tickfontsize],
-    ax[:tickfontvalign],
-    ax[:tickfonthalign],
-    ax[:tickfontrotation],
-    ax[:tickfontcolor],
+legendfont(sp::Subplot) = font(;
+    family = sp[:legendfontfamily],
+    pointsize = sp[:legendfontsize],
+    valign = sp[:legendfontvalign],
+    halign = sp[:legendfonthalign],
+    rotation = sp[:legendfontrotation],
+    color = sp[:legendfontcolor],
 )
 
-guidefont(ax::Axis) = font(
-    ax[:guidefontfamily],
-    ax[:guidefontsize],
-    ax[:guidefontvalign],
-    ax[:guidefonthalign],
-    ax[:guidefontrotation],
-    ax[:guidefontcolor],
+legendtitlefont(sp::Subplot) = font(;
+    family = sp[:legendtitlefontfamily],
+    pointsize = sp[:legendtitlefontsize],
+    valign = sp[:legendtitlefontvalign],
+    halign = sp[:legendtitlefonthalign],
+    rotation = sp[:legendtitlefontrotation],
+    color = sp[:legendtitlefontcolor],
+)
+
+tickfont(ax::Axis) = font(;
+    family = ax[:tickfontfamily],
+    pointsize = ax[:tickfontsize],
+    valign = ax[:tickfontvalign],
+    halign = ax[:tickfonthalign],
+    rotation = ax[:tickfontrotation],
+    color = ax[:tickfontcolor],
+)
+
+guidefont(ax::Axis) = font(;
+    family = ax[:guidefontfamily],
+    pointsize = ax[:guidefontsize],
+    valign = ax[:guidefontvalign],
+    halign = ax[:guidefonthalign],
+    rotation = ax[:guidefontrotation],
+    color = ax[:guidefontcolor],
 )
 
 # ---------------------------------------------------------------
-# converts unicode scientific notation unsupported by pgfplots and gr
-# into a format that works
+# converts unicode scientific notation, as returned by Showoff,
+# to a tex-like format (supported by gr, pyplot, and pgfplots).
 
 function convert_sci_unicode(label::AbstractString)
     unicode_dict = Dict(

test/imgcomp.jl

@@ -16,14 +16,21 @@ function fix_rand!(ex)
     pushfirst!(ex.args[1].args, :(rng = StableRNG(1234)))
 end
 
-function image_comparison_tests(pkg::Symbol, idx::Int; debug = false, popup = !is_ci(), sigma = [1,1], tol = 1e-2)
+function image_comparison_tests(
+    pkg::Symbol,
+    idx::Int;
+    debug = false,
+    popup = !is_ci(),
+    sigma = [1, 1],
+    tol = 1e-2,
+)
     Plots._debugMode.on = debug
     example = Plots._examples[idx]
     Plots.theme(:default)
     @info("Testing plot: $pkg:$idx:$(example.header)")
     backend(pkg)
     backend()
-    default(size=(500,300))
+    default(size = (500, 300))
 
     fn = "ref$idx.png"
     reffn = reference_file(pkg, idx, _current_plots_version)
@@ -40,19 +47,22 @@ function image_comparison_tests(pkg::Symbol, idx::Int; debug = false, popup = !i
 
     # the test
     vtest = VisualTest(func, reffn, idx)
-    test_images(vtest, popup=popup, sigma=sigma, tol=tol, newfn = newfn)
+    test_images(vtest, popup = popup, sigma = sigma, tol = tol, newfn = newfn)
 end
 
-function image_comparison_facts(pkg::Symbol;
-                                skip = [],      # skip these examples (int index)
-                                only = nothing, # limit to these examples (int index)
-                                debug = false,  # print debug information?
-                                sigma = [1,1],  # number of pixels to "blur"
-                                tol = 1e-2)     # acceptable error (percent)
-  for i in 1:length(Plots._examples)
-    i in skip && continue
-    if only === nothing || i in only
-      @test image_comparison_tests(pkg, i, debug=debug, sigma=sigma, tol=tol) |> success == true
+function image_comparison_facts(
+    pkg::Symbol;
+    skip = [],      # skip these examples (int index)
+    only = nothing, # limit to these examples (int index)
+    debug = false,  # print debug information?
+    sigma = [1, 1],  # number of pixels to "blur"
+    tol = 1e-2,
+)     # acceptable error (percent)
+    for i = 1:length(Plots._examples)
+        i in skip && continue
+        if only === nothing || i in only
+            @test image_comparison_tests(pkg, i, debug = debug, sigma = sigma, tol = tol) |>
+                  success == true
+        end
     end
-  end
 end

test/integration_dates.jl

@@ -0,0 +1,60 @@
+using Plots, Test, Dates
+
+@testset "Limits" begin
+    y=[1.0*i*i for i in 1:10]
+    x=[Date(2019,11,i) for i in 1:10]
+
+    rx=[x[3],x[5]]
+
+    p = plot(x,y, widen = false)
+    vspan!(p, rx, label="", alpha=0.2)
+
+    ref_ylims = (y[1], y[end])
+    ref_xlims = (x[1].instant.periods.value, x[end].instant.periods.value)
+    @test Plots.ylims(p) == ref_ylims
+    @test Plots.xlims(p) == ref_xlims
+    #@static if (haskey(ENV, "APPVEYOR") || haskey(ENV, "CI"))
+    @static if haskey(ENV, "APPVEYOR")
+        @info "Skipping display tests on AppVeyor"
+    else
+        @test isa(display(p), Nothing) == true
+        closeall()
+    end
+end # testset
+
+@testset "Date xlims" begin
+    y=[1.0*i*i for i in 1:10]
+    x=[Date(2019,11,i) for i in 1:10]
+    span = (Date(2019,10,31), Date(2019,11,11))
+
+    ref_xlims = map(date->date.instant.periods.value, span)
+
+    p = plot(x,y, xlims=span, widen = false)
+
+    @test Plots.xlims(p) == ref_xlims
+    #@static if (haskey(ENV, "APPVEYOR") || haskey(ENV, "CI"))
+    @static if haskey(ENV, "APPVEYOR")
+        @info "Skipping display tests on AppVeyor"
+    else
+        @test isa(display(p), Nothing) == true
+        closeall()
+    end
+end # testset
+
+@testset "DateTime xlims" begin
+    y=[1.0*i*i for i in 1:10]
+    x=[DateTime(2019,11,i,11) for i in 1:10]
+    span = (DateTime(2019,10,31,11,59,59), DateTime(2019,11,11,12,01,15))
+
+    ref_xlims = map(date->date.instant.periods.value, span)
+
+    p = plot(x,y, xlims=span, widen = false)
+    @test Plots.xlims(p) == ref_xlims
+    #@static if (haskey(ENV, "APPVEYOR") || haskey(ENV, "CI"))
+    @static if haskey(ENV, "APPVEYOR")
+        @info "Skipping display tests on AppVeyor"
+    else
+        @test isa(display(p), Nothing) == true
+        closeall()
+    end
+end # testset

test/runtests.jl

@@ -1,16 +1,42 @@
+using Plots: guidefont, series_annotations
 import ImageMagick
 using VisualRegressionTests
 using Plots
 using Random
 using StableRNGs
 using Test
+using TestImages
 using FileIO
 using Gtk
 using LibGit2
-import GeometryTypes, GeometryBasics
+import GeometryBasics
 using Dates
+using RecipesBase
 
+
+@testset "Plotly standalone" begin
+    @test_nowarn Plots._init_ijulia_plotting()
+    @test Plots.plotly_local_file_path[] === nothing
+    temp = Plots.use_local_dependencies[]
+    withenv("PLOTS_HOST_DEPENDENCY_LOCAL" => true) do
+    Plots.__init__()
+    @test Plots.plotly_local_file_path[] isa String
+    @test isfile(Plots.plotly_local_file_path[])
+    @test Plots.use_local_dependencies[] = true
+    @test_nowarn Plots._init_ijulia_plotting()
+end
+    Plots.plotly_local_file_path[] = nothing
+    Plots.use_local_dependencies[] = temp
+end # testset
+
+include("test_defaults.jl")
+include("test_pipeline.jl")
 include("test_axes.jl")
+include("test_axis_letter.jl")
+include("test_components.jl")
+include("test_shorthands.jl")
+include("integration_dates.jl")
+include("test_recipes.jl")
 include("test_hdf5plots.jl")
 include("test_pgfplotsx.jl")
 
@@ -19,7 +45,7 @@ reference_dir(args...) = joinpath(homedir(), ".julia", "dev", "PlotReferenceImag
 function reference_file(backend, i, version)
     refdir = reference_dir("Plots", string(backend))
     fn = "ref$i.png"
-    versions = sort(VersionNumber.(readdir(refdir)), rev = true)
+    versions = sort(VersionNumber.(readdir(refdir)), rev=true)
 
     reffn = joinpath(refdir, string(version), fn)
     for v in versions
@@ -45,27 +71,27 @@ include("imgcomp.jl")
 Random.seed!(1234)
 default(show=false, reuse=true)
 is_ci() = get(ENV, "CI", "false") == "true"
-img_tol = is_ci() ? 1e-2 : Sys.islinux() ? 1e-3 : 0.1
+const IMG_TOL = VERSION < v"1.4" && Sys.iswindows() ? 1e-1 : is_ci() ? 1e-2 : 1e-3
 
 ## Uncomment the following lines to update reference images for different backends
 
 # @testset "GR" begin
-#     image_comparison_facts(:gr, tol=img_tol, skip = Plots._backend_skips[:gr])
+#     image_comparison_facts(:gr, tol=IMG_TOL, skip = Plots._backend_skips[:gr])
 # end
 #
 # plotly()
 # @testset "Plotly" begin
-#     image_comparison_facts(:plotly, tol=img_tol, skip = Plots._backend_skips[:plotlyjs])
+#     image_comparison_facts(:plotly, tol=IMG_TOL, skip = Plots._backend_skips[:plotlyjs])
 # end
 #
 # pyplot()
 # @testset "PyPlot" begin
-#     image_comparison_facts(:pyplot, tol=img_tol, skip = Plots._backend_skips[:pyplot])
+#     image_comparison_facts(:pyplot, tol=IMG_TOL, skip = Plots._backend_skips[:pyplot])
 # end
 #
 # pgfplotsx()
 # @testset "PGFPlotsX" begin
-#     image_comparison_facts(:pgfplotsx, tol=img_tol, skip = Plots._backend_skips[:pgfplotsx])
+#     image_comparison_facts(:pgfplotsx, tol=IMG_TOL, skip = Plots._backend_skips[:pgfplotsx])
 # end
 
 # 10 Histogram2D
@@ -83,7 +109,7 @@ img_tol = is_ci() ? 1e-2 : Sys.islinux() ? 1e-3 : 0.1
         @static if haskey(ENV, "APPVEYOR")
             @info "Skipping GR image comparison tests on AppVeyor"
         else
-            image_comparison_facts(:gr, tol=img_tol, skip = Plots._backend_skips[:gr])
+            image_comparison_facts(:gr, tol=IMG_TOL, skip=Plots._backend_skips[:gr])
         end
     end
 
@@ -109,12 +135,21 @@ img_tol = is_ci() ? 1e-2 : Sys.islinux() ? 1e-3 : 0.1
         @test isa(p, Plots.Plot) == true
         @test isa(display(p), Nothing) == true
         p = plot([Dates.Date(2019, 1, 1), Dates.Date(2019, 2, 1)], [3, 4])
-        annotate!(p, [(Dates.Date(2019, 1, 15), 3.2, Plots.text("Test", :red, :center))])
+        annotate!(p, [(Dates.Date(2019, 1, 15), 3.2, :auto)])
         hline!(p, [3.1])
         @test isa(p, Plots.Plot) == true
         @test isa(display(p), Nothing) == true
     end
 
+    @testset "PlotlyJS" begin
+        @test plotlyjs() == Plots.PlotlyJSBackend()
+        @test backend() == Plots.PlotlyJSBackend()
+
+        p = plot(rand(10))
+        @test isa(p, Plots.Plot) == true
+        @test_broken isa(display(p), Nothing) == true
+    end
+
 end
 
 @testset "Axes" begin
@@ -123,27 +158,42 @@ end
     @test typeof(axis) == Plots.Axis
     @test Plots.discrete_value!(axis, "HI") == (0.5, 1)
     @test Plots.discrete_value!(axis, :yo) == (1.5, 2)
-    @test Plots.ignorenan_extrema(axis) == (0.5,1.5)
+    @test Plots.ignorenan_extrema(axis) == (0.5, 1.5)
     @test axis[:discrete_map] == Dict{Any,Any}(:yo  => 2, "HI" => 1)
 
-    Plots.discrete_value!(axis, ["x$i" for i=1:5])
-    Plots.discrete_value!(axis, ["x$i" for i=0:2])
+    Plots.discrete_value!(axis, ["x$i" for i = 1:5])
+    Plots.discrete_value!(axis, ["x$i" for i = 0:2])
     @test Plots.ignorenan_extrema(axis) == (0.5, 7.5)
 end
 
 @testset "NoFail" begin
-    plots = [histogram([1, 0, 0, 0, 0, 0]),
-             plot([missing]),
-             plot([missing; 1:4]),
-             plot([fill(missing,10); 1:4]),
-             plot([1 1; 1 missing]),
-             plot(["a" "b"; missing "d"], [1 2; 3 4])]
-    for plt in plots
-        display(plt)
+    #ensure backend with tested display
+    @test unicodeplots() == Plots.UnicodePlotsBackend()
+    @test backend() == Plots.UnicodePlotsBackend()
+
+    @testset "Plot" begin
+        plots = [histogram([1, 0, 0, 0, 0, 0]),
+                 plot([missing]),
+                 plot([missing, missing]),
+                 plot(fill(missing, 10)),
+                 plot([missing; 1:4]),
+                 plot([fill(missing, 10); 1:4]),
+                 plot([1 1; 1 missing]),
+                 plot(["a" "b"; missing "d"], [1 2; 3 4])]
+        for plt in plots
+            display(plt)
+        end
+        @test_nowarn plot(x -> x^2, 0, 2)
+    end
+
+    @testset "Bar" begin
+       p = bar([3,2,1], [1,2,3]);
+       @test isa(p, Plots.Plot)
+       @test isa(display(p), Nothing) == true
     end
-    @test_nowarn plot(x->x^2,0,2)
 end
 
+
 @testset "EmptyAnim" begin
     anim = @animate for i in []
     end
@@ -151,16 +201,10 @@ end
     @test_throws ArgumentError gif(anim)
 end
 
-@testset "Segments" begin
-    function segments(args...)
-        segs = UnitRange{Int}[]
-        for seg in iter_segments(args...)
-            push!(segs,seg)
-        end
-        segs
-    end
+@testset "NaN-separated Segments" begin
+    segments(args...) = collect(iter_segments(args...))
 
-    nan10 = fill(NaN,10)
+    nan10 = fill(NaN, 10)
     @test segments(11:20) == [1:10]
     @test segments([NaN]) == []
     @test segments(nan10) == []
@@ -172,13 +216,12 @@ end
 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")])
+    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.unzip(z)...)), z)
-        @test isequal(collect(zip(Plots.unzip(GeometryTypes.Point.(z))...)), z)
         @test isequal(collect(zip(Plots.unzip(GeometryBasics.Point.(z))...)), z)
     end
     op1 = Plots.process_clims((1.0, 2.0))

test/test_axes.jl

@@ -12,3 +12,54 @@ end
     @test plot(1, axis=nothing)[1][:xaxis][:ticks] == []
     @test plot(1, axis=nothing)[1][:yaxis][:ticks] == []
 end # testset
+
+@testset "Categorical ticks" begin
+    p1 = plot('A':'M', 1:13)
+    p2 = plot('A':'Z', 1:26)
+    p3 = plot('A':'Z', 1:26, ticks = :all)
+    @test Plots.get_ticks(p1[1], p1[1][:xaxis])[2] == string.('A':'M')
+    @test Plots.get_ticks(p2[1], p2[1][:xaxis])[2] == string.('C':3:'Z')
+    @test Plots.get_ticks(p3[1], p3[1][:xaxis])[2] == string.('A':'Z')
+end
+
+@testset "Ticks getter functions" begin
+    ticks1 = ([1,2,3], ("a","b","c"))
+    ticks2 = ([4,5], ("e","f"))
+    p1 = plot(1:5, 1:5, 1:5, xticks=ticks1, yticks=ticks1, zticks=ticks1)
+    p2 = plot(1:5, 1:5, 1:5, xticks=ticks2, yticks=ticks2, zticks=ticks2)
+    p = plot(p1, p2)
+    @test xticks(p) == yticks(p) == zticks(p) == [ticks1, ticks2]
+    @test xticks(p[1]) == yticks(p[1]) == zticks(p[1]) == ticks1
+end
+
+@testset "Axis limits" begin
+    pl = plot(1:5, xlims=:symmetric, widen = false)
+    @test Plots.xlims(pl) == (-5, 5)
+
+    pl = plot(1:3)
+    @test Plots.xlims(pl) == Plots.widen(1,3)
+
+    pl = plot([1.05,2.0,2.95], ylims=:round)
+    @test Plots.ylims(pl) == (1, 3)
+
+    pl = plot(1:3, xlims=(1,5))
+    @test Plots.xlims(pl) == (1, 5)
+
+    pl = plot(1:3, xlims=(1,5), widen=true)
+    @test Plots.xlims(pl) == Plots.widen(1, 5)
+end
+
+@testset "3D Axis" begin
+    ql = quiver([1, 2], [2, 1], [3, 4], quiver = ([1, -1], [0, 0], [1, -0.5]), arrow=true)
+    @test ql[1][:projection] == "3d"
+end
+
+@testset "twinx" begin
+    pl = plot(1:10, margin = 2Plots.cm)
+    twpl = twinx(pl)
+    pl! = plot!(twinx(), -(1:10))
+    @test twpl[:right_margin] == 2Plots.cm
+    @test twpl[:left_margin] == 2Plots.cm
+    @test twpl[:top_margin] == 2Plots.cm
+    @test twpl[:bottom_margin] == 2Plots.cm
+end

test/test_axis_letter.jl

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

test/test_components.jl

@@ -0,0 +1,151 @@
+using Plots, Test
+
+@testset "Shapes" begin
+    @testset "Type" begin
+        square = Shape([(0, 0.0), (1, 0.0), (1, 1.0), (0, 1.0)])
+        @test isa(square, Shape{Int64,Float64})
+        @test coords(square) isa Tuple{Vector{S},Vector{T}} where {T,S}
+    end
+
+    @testset "Copy" begin
+        square = Shape([(0, 0), (1, 0), (1, 1), (0, 1)])
+        square2 = Shape(square)
+        @test square2.x == square.x
+        @test square2.y == square.y
+    end
+
+    @testset "Center" begin
+        square = Shape([(0, 0), (1, 0), (1, 1), (0, 1)])
+        @test Plots.center(square) == (0.5, 0.5)
+    end
+
+    @testset "Translate" begin
+        square = Shape([(0, 0), (1, 0), (1, 1), (0, 1)])
+        squareUp = Shape([(0, 1), (1, 1), (1, 2), (0, 2)])
+        squareUpRight = Shape([(1, 1), (2, 1), (2, 2), (1, 2)])
+
+        @test Plots.translate(square, 0, 1).x == squareUp.x
+        @test Plots.translate(square, 0, 1).y == squareUp.y
+
+        @test Plots.center(translate!(square, 1)) == (1.5, 1.5)
+    end
+
+    @testset "Rotate" begin
+        # 2 radians rotation matrix
+        R2 = [cos(2) sin(2); -sin(2) cos(2)]
+        coords = [0 0; 1 0; 1 1; 0 1]'
+        coordsRotated2 = R2 * (coords .- 0.5) .+ 0.5
+
+        square = Shape([(0, 0), (1, 0), (1, 1), (0, 1)])
+
+        # make a new, rotated square
+        square2 = Plots.rotate(square, -2)
+        @test square2.x ≈ coordsRotated2[1, :]
+        @test square2.y ≈ coordsRotated2[2, :]
+
+        # unrotate the new square in place
+        rotate!(square2, 2)
+        @test square2.x ≈ coords[1, :]
+        @test square2.y ≈ coords[2, :]
+    end
+
+    @testset "Plot" begin
+        ang = range(0, 2π, length = 60)
+        ellipse(x, y, w, h) = Shape(w * sin.(ang) .+ x, h * cos.(ang) .+ y)
+        myshapes = [ellipse(x, rand(), rand(), rand()) for x = 1:4]
+        @test coords(myshapes) isa Tuple{Vector{Vector{S}},Vector{Vector{T}}} where {T,S}
+        local p
+        @test_nowarn p = plot(myshapes)
+        @test p[1][1][:seriestype] == :shape
+    end
+end
+
+@testset "Brush" begin
+    @testset "Colors" begin
+        baseline = brush(1, RGB(0, 0, 0))
+        @test brush(:black) == baseline
+        @test brush("black") == baseline
+    end
+    @testset "Weight" begin
+        @test brush(10).size == 10
+        @test brush(0.1).size == 1
+    end
+    @testset "Alpha" begin
+        @test brush(0.4).alpha == 0.4
+        @test brush(20).alpha == nothing
+    end
+    @testset "Bad Argument" begin
+        # using test_logs because test_warn seems to not work anymore
+        @test_logs (:warn, "Unused brush arg: nothing (Nothing)") begin
+            brush(nothing)
+        end
+    end
+end
+
+@testset "Fonts" begin
+    @testset "Scaling" begin
+        sizesToCheck = [
+            :titlefontsize,
+            :legendfontsize,
+            :legendtitlefontsize,
+            :xtickfontsize,
+            :ytickfontsize,
+            :ztickfontsize,
+            :xguidefontsize,
+            :yguidefontsize,
+            :zguidefontsize,
+        ]
+        # get inital font sizes
+        initialSizes = [Plots.default(s) for s in sizesToCheck]
+
+        #scale up font sizes
+        scalefontsizes(2)
+
+        # get inital font sizes
+        doubledSizes = [Plots.default(s) for s in sizesToCheck]
+
+        @test doubledSizes == initialSizes * 2
+
+        # reset font sizes
+        resetfontsizes()
+
+        finalSizes = [Plots.default(s) for s in sizesToCheck]
+
+        @test finalSizes == initialSizes
+    end
+end
+
+@testset "Series Annotations" begin
+    square = Shape([(0, 0), (1, 0), (1, 1), (0, 1)])
+    @test_logs (:warn, "Unused SeriesAnnotations arg: triangle (Symbol)") begin
+        p = plot(
+            [1, 2, 3],
+            series_annotations = (
+                ["a"],
+                2,    # pass a scale factor
+                (1, 4), # pass two scale factors (overwrites first one)
+                square, # pass a shape
+                font(:courier), # pass an annotation font
+                :triangle,  # pass an incorrect argument
+            ),
+        )
+        sa = p.series_list[1].plotattributes[:series_annotations]
+        @test sa.strs == ["a"]
+        @test sa.font.family == "courier"
+        @test sa.baseshape == square
+        @test sa.scalefactor == (1, 4)
+    end
+    spl = scatter(
+        4.53 .* [1/1 1/2 1/3 1/4 1/5],
+        [0 0 0 0 0],
+        layout = (5, 1),
+        ylims = (-1.1, 1.1),
+        xlims = (0, 5),
+        series_annotations = permutedims([["1/1"],["1/2"],["1/3"],["1/4"],["1/5"]]),
+    )
+    @test spl.series_list[1].plotattributes[:series_annotations].strs == ["1/1"]
+    @test spl.series_list[2].plotattributes[:series_annotations].strs == ["1/2"]
+    @test spl.series_list[3].plotattributes[:series_annotations].strs == ["1/3"]
+    @test spl.series_list[4].plotattributes[:series_annotations].strs == ["1/4"]
+    @test spl.series_list[5].plotattributes[:series_annotations].strs == ["1/5"]
+end

test/test_defaults.jl

@@ -0,0 +1,13 @@
+using Plots, Test
+
+const PLOTS_DEFAULTS = Dict(:theme => :wong2, :fontfamily => :palantino)
+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"
+end
+
+empty!(PLOTS_DEFAULTS)
+Plots.__init__()

test/test_pgfplotsx.jl

@@ -21,12 +21,12 @@ end
    @test !haskey(axis.contents[1].options.dict, "fill")
 
    @testset "Legends" begin
-      legends_plot =  plot( rand(5,2), lab = ["1" ""] )
-      scatter!(legends_plot, rand(5) )
+      legends_plot = plot(rand(5, 2), lab = ["1" ""])
+      scatter!(legends_plot, rand(5))
       Plots._update_plot_object(legends_plot)
       axis_contents = Plots.pgfx_axes(legends_plot.o)[1].contents
-      leg_entries = filter( x -> x isa PGFPlotsX.LegendEntry, axis_contents )
-      series = filter( x -> x isa PGFPlotsX.Plot, axis_contents )
+      leg_entries = filter(x -> x isa PGFPlotsX.LegendEntry, axis_contents)
+      series = filter(x -> x isa PGFPlotsX.Plot, axis_contents)
       @test length(leg_entries) == 2
       @test !haskey(series[1].options.dict, "forget plot")
       @test haskey(series[2].options.dict, "forget plot")
@@ -91,8 +91,8 @@ end
       scatter!(pic, rand(100), markersize = 6, c = :orange)
       Plots._update_plot_object(pic)
       axis_contents = Plots.pgfx_axes(pic.o)[1].contents
-      leg_entries = filter( x -> x isa PGFPlotsX.LegendEntry, axis_contents )
-      series = filter( x -> x isa PGFPlotsX.Plot, axis_contents )
+      leg_entries = filter(x -> x isa PGFPlotsX.LegendEntry, axis_contents)
+      series = filter(x -> x isa PGFPlotsX.Plot, axis_contents)
       @test length(leg_entries) == 2
       @test length(series) == 4
       @test haskey(series[1].options.dict, "forget plot")
@@ -106,7 +106,7 @@ end
       end), Plots._shape_keys)
       markers = reshape(markers, 1, length(markers))
       n = length(markers)
-      x = (range(0, stop = 10, length = n + 2))[2:(end - 1)]
+      x = (range(0, stop = 10, length = n + 2))[2:(end-1)]
       y = repeat(reshape(reverse(x), 1, :), n, 1)
       scatter(
          x,
@@ -231,7 +231,7 @@ end
       # TODO: support :semi
    end # testset
    @testset "Quiver" begin
-      x = (-2pi):0.2:(2 * pi)
+      x = (-2pi):0.2:(2*pi)
       y = sin.(x)
 
       u = ones(length(x))
@@ -255,7 +255,7 @@ end
       nodes = filter(x -> !isa(x, PGFPlotsX.Plot), axis_content)
       @test length(nodes) == 1
       mktempdir() do path
-         file_path =joinpath(path,"annotations.tex")
+         file_path = joinpath(path, "annotations.tex")
          @test_nowarn savefig(pgfx_plot, file_path)
          open(file_path) do io
             lines = readlines(io)
@@ -271,7 +271,7 @@ end
       nodes = filter(x -> !isa(x, PGFPlotsX.Plot), axis_content)
       @test length(nodes) == 3
       mktempdir() do path
-         file_path =joinpath(path,"annotations.tex")
+         file_path = joinpath(path, "annotations.tex")
          @test_nowarn savefig(pgfx_plot, file_path)
          open(file_path) do io
             lines = readlines(io)
@@ -296,12 +296,17 @@ end
       nodes = filter(x -> !isa(x, PGFPlotsX.Plot), axis_content)
       @test length(nodes) == 9
       mktempdir() do path
-         file_path =joinpath(path,"annotations.tex")
+         file_path = joinpath(path, "annotations.tex")
          @test_nowarn savefig(annotation_plot, file_path)
          open(file_path) do io
             lines = readlines(io)
             @test count(s -> occursin("node", s), lines) == 9
          end
+         # test .tikz extension
+         file_path = joinpath(path, "annotations.tikz")
+         @test_nowarn savefig(annotation_plot, file_path)
+         @test_nowarn open(file_path) do io
+         end
       end
    end # testset
    @testset "Ribbon" begin
@@ -314,17 +319,35 @@ end
       Plots._update_plot_object(ribbon_plot)
       axis = Plots.pgfx_axes(ribbon_plot.o)[1]
       plots = filter(x -> x isa PGFPlotsX.Plot, axis.contents)
-      @test length(plots) == 4
-      @test !haskey(plots[1].options.dict, "fill")
-      @test !haskey(plots[2].options.dict, "fill")
+      @test length(plots) == 3
+      @test haskey(plots[1].options.dict, "fill")
+      @test haskey(plots[2].options.dict, "fill")
       @test !haskey(plots[3].options.dict, "fill")
-      @test haskey(plots[4].options.dict, "fill")
       @test ribbon_plot.o !== nothing
       @test ribbon_plot.o.the_plot !== nothing
-      #    mktempdir() do path
-      #       @test_nowarn savefig(ribbon_plot, path*"ribbon.svg")
-      #    end
    end # testset
+   @testset "Markers and Paths" begin
+      pl = plot(
+         5 .- ones(9),
+         markershape = [:utriangle, :rect],
+         markersize = 8,
+         color = [:red, :black],
+      )
+      Plots._update_plot_object(pl)
+      axis = Plots.pgfx_axes(pl.o)[1]
+      plots = filter(x -> x isa PGFPlotsX.Plot, axis.contents)
+      @test length(plots) == 9
+   end # testset
+   @testset "Groups and Subplots" begin
+      group = rand(map((i->begin
+                    "group $(i)"
+                end), 1:4), 100)
+      pl = plot(rand(100), layout = @layout([a b; c]), group = group, linetype = [:bar :scatter :steppre], linecolor = :match)
+      Plots._update_plot_object(pl)
+      axis = Plots.pgfx_axes(pl.o)[1]
+      legend_entries = filter(x -> x isa PGFPlotsX.LegendEntry, axis.contents)
+      @test length(legend_entries) == 2
+   end
 end # testset
 
 @testset "Extra kwargs" begin
@@ -334,15 +357,65 @@ end # testset
    @test pl[1].attr[:extra_kwargs][:test] == "me"
    pl = plot(1:5, test = "me", extra_kwargs = :plot)
    @test pl.attr[:extra_plot_kwargs][:test] == "me"
-   pl = plot(1:5, extra_kwargs = Dict(:plot => Dict(:test => "me"), :series => Dict(:and => "me too")))
+   pl = plot(
+      1:5,
+      extra_kwargs = Dict(
+         :plot => Dict(:test => "me"),
+         :series => Dict(:and => "me too"),
+      ),
+   )
    @test pl.attr[:extra_plot_kwargs][:test] == "me"
    @test pl[1][1].plotattributes[:extra_kwargs][:and] == "me too"
    pl = plot(
-     plot(1:5, title="Line"),
-     scatter(1:5, title="Scatter", extra_kwargs=Dict(:subplot=>Dict("axis line shift" => "10pt")))
+      plot(1:5, title = "Line"),
+      scatter(
+         1:5,
+         title = "Scatter",
+         extra_kwargs = Dict(:subplot => Dict("axis line shift" => "10pt")),
+      ),
    )
    Plots._update_plot_object(pl)
    axes = Plots.pgfx_axes(pl.o)
    @test !haskey(axes[1].options.dict, "axis line shift")
    @test haskey(axes[2].options.dict, "axis line shift")
+   pl = plot(
+      x -> x,
+      -1:1;
+      add = raw"\node at (0,0.5) {\huge hi};",
+      extra_kwargs = :subplot,
+   )
+   @test pl[1][:extra_kwargs] == Dict(:add => raw"\node at (0,0.5) {\huge hi};")
+   Plots._update_plot_object(pl)
+   axes = Plots.pgfx_axes(pl.o)
+   @test filter(x -> x isa String, axes[1].contents)[1] ==
+         raw"\node at (0,0.5) {\huge hi};"
+   plot!(pl)
+   @test pl[1][:extra_kwargs] == Dict(:add => raw"\node at (0,0.5) {\huge hi};")
+   Plots._update_plot_object(pl)
+   axes = Plots.pgfx_axes(pl.o)
+   @test filter(x -> x isa String, axes[1].contents)[1] ==
+         raw"\node at (0,0.5) {\huge hi};"
+end # testset
+
+@testset "Titlefonts" begin
+   pl = plot(1:5, title = "Test me", titlefont = (2, :left))
+   @test pl[1][:title] == "Test me"
+   @test pl[1][:titlefontsize] == 2
+   @test pl[1][:titlefonthalign] == :left
+   Plots._update_plot_object(pl)
+   ax_opt = Plots.pgfx_axes(pl.o)[1].options
+   @test ax_opt["title"] == "Test me"
+   @test(haskey(ax_opt.dict, "title style")) isa Test.Pass
+   pl = plot(1:5, plot_title = "Test me", plot_titlefont = (2, :left))
+   @test pl[:plot_title] == "Test me"
+   @test pl[:plot_titlefontsize] == 2
+   @test pl[:plot_titlefonthalign] == :left
+   pl = heatmap(
+      rand(3, 3),
+      colorbar_title = "Test me",
+      colorbar_titlefont = (12, :right),
+   )
+   @test pl[1][:colorbar_title] == "Test me"
+   @test pl[1][:colorbar_titlefontsize] == 12
+   @test pl[1][:colorbar_titlefonthalign] == :right
 end # testset

test/test_pipeline.jl

@@ -0,0 +1,19 @@
+using Plots, Test
+using RecipesPipeline
+
+@testset "plot" begin
+    pl = plot(1:5)
+    pl2 = plot(pl, tex_output_standalone = true)
+    @test pl[:tex_output_standalone] == false
+    @test pl2[:tex_output_standalone] == true
+    plot!(pl, tex_output_standalone = true)
+    @test pl[:tex_output_standalone] == true
+end
+
+@testset "get_axis_limits" begin
+    x = [.1, 5]
+    p1 = plot(x, [5, .1], yscale=:log10)
+    p2 = plot!(identity)
+    @test all(RecipesPipeline.get_axis_limits(p1, :x) .== x)
+    @test all(RecipesPipeline.get_axis_limits(p2, :x) .== x)
+end

test/test_recipes.jl

@@ -0,0 +1,49 @@
+using Plots, Test
+using OffsetArrays
+
+@testset "lens!" begin
+    pl = plot(1:5)
+    lens!(pl, [1,2], [1,2], inset = (1, bbox(0.0,0.0,0.2,0.2)), colorbar = false)
+    @test length(pl.series_list) == 4
+    @test pl[2][:colorbar] == :none
+end # testset
+
+@testset "vline, vspan" begin
+    vl = vline([1], widen = false)
+    @test Plots.xlims(vl) == (1,2)
+    @test Plots.ylims(vl) == (1,2)
+    vl = vline([1], xlims=(0,2), widen = false)
+    @test Plots.xlims(vl) == (0,2)
+    vl = vline([1], ylims=(-3,5), widen = false)
+    @test Plots.ylims(vl) == (-3,5)
+
+    vsp = vspan([1,3], widen = false)
+    @test Plots.xlims(vsp) == (1,3)
+    @test Plots.ylims(vsp) == (0,1) # TODO: might be problematic on log-scales
+    vsp = vspan([1,3], xlims=(-2,5), widen = false)
+    @test Plots.xlims(vsp) == (-2,5)
+    vsp = vspan([1,3], ylims=(-2,5), widen = false)
+    @test Plots.ylims(vsp) == (-2,5)
+end # testset
+
+@testset "offset axes" begin
+    tri = OffsetVector(vcat(1:5, 4:-1:1), 11:19)
+    sticks = plot(tri, seriestype = :sticks)
+    @test length(sticks) == 1
+end
+
+@testset "framestyle axes" begin
+    pl = plot(-1:1, -1:1, -1:1)
+    sp = pl.subplots[1]
+    defaultret = Plots.axis_drawing_info_3d(sp, :x)
+    for letter in [:x, :y, :z]
+        for fr in [:box :semi :origin :zerolines :grid :none]
+            prevha = UInt64(0)
+            push!(sp.attr, :framestyle => fr)
+            ret = Plots.axis_drawing_info_3d(sp, letter)
+            ha = hash(string(ret))
+            @test ha != prevha
+            prevha = ha
+        end
+    end
+end

test/test_shorthands.jl

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