Merge pull request #2846 from daschw/release

patch release

.github/ISSUE_TEMPLATE/bug.md

@@ -0,0 +1,32 @@
+---
+name: Bug report
+about: Create a bug report
+title: "[BUG]"
+labels: bug
+assignees: ''
+
+---
+
+<!-- Please search existing issues to avoid duplicates. -->
+
+## Details
+
+
+### Backends
+
+This bug occurs on ( insert `x` below )
+
+Backend      | yes | no  | untested
+-------------|-----|-----|---------
+gr (default) |     |     |
+pyplot       |     |     |
+plotly       |     |     |
+plotlyjs     |     |     |
+pgfplotsx    |     |     |
+inspectdr    |     |     |
+
+### Versions
+
+Plots.jl version:
+Backend  version (`]st -m`):
+Output of `versioninfo()`:

.github/ISSUE_TEMPLATE/feature request.md

@@ -0,0 +1,10 @@
+---
+name: Feature request
+about: Suggest a feature or enhancement
+title: "[FR]"
+labels: feature request
+assignees: ''
+
+---
+
+Please search existing issues to avoid duplicates.

.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 +1,97 @@
+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
+          - '1.3'
+          - '1.4'
+          - '1.5.0-rc1'
+          - 'nightly'
+        os:        # NOTE: should match the os setting of your botconfig
+          - ubuntu-latest
+          - windows-latest
+          - macos-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(url = "https://github.com/timholy/SnoopCompile.jl")); Pkg.develop(PackageSpec(; path=pwd())); using SnoopCompile; SnoopCompile.addtestdep();'
+      # TESTCMD
+      - name: Default TESTCMD
+        run: echo ::set-env name=TESTCMD::"julia"
+      - name: Ubuntu TESTCMD
+        if: startsWith(matrix.os,'ubuntu')
+        run: echo ::set-env name=TESTCMD::"xvfb-run julia"
+      # Generate precompile files
+      - name: Generating precompile files
+        run: $TESTCMD --project -e 'include("deps/SnoopCompile/snoop_bot.jl")'   # NOTE: must match path
+      # Run benchmarks
+      - name: Running Benchmark
+        run: $TESTCMD --project -e 'include("deps/SnoopCompile/snoop_bench.jl")' # NOTE: optional, if have benchmark file
+      - name: Upload all
+        uses: actions/upload-artifact@v2
+        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: Move the content of the directory to the root
+        run: |
+          rsync -a artifact/* ./
+          rm -d -r artifact
+      - name: Discard unrelated changes
+        run: |
+          test -f 'Project.toml' && git checkout -- 'Project.toml'
+          git ls-files 'Manifest.toml' | grep . && git checkout -- 'Manifest.toml'
+          (git diff -w --no-color || git apply --cached --ignore-whitespace && git checkout -- . && git reset && git add -p) || echo done
+      - name: Format precompile_includer.jl
+        run: julia -e 'using Pkg; Pkg.add("JuliaFormatter"); using JuliaFormatter; format_file("src/precompile_includer.jl")'
+      - name: Create Pull Request
+        # https://github.com/marketplace/actions/create-pull-request
+        uses: peter-evans/create-pull-request@v2
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+          commit-message: Update precompile_*.jl file
+          # committer: Daniel Schwabender <daschw@disroot.org> # NOTE: change `committer` to your name and your email.
+          title: "[AUTO] Update precompiles"
+          labels: SnoopCompile
+          branch: "SnoopCompile_AutoPR"
+
+
+  Skip:
+    if: "contains(github.event.head_commit.message, '[skip ci]')"
+    runs-on: ubuntu-latest
+    steps:
+      - name: Skip CI 🚫
+        run: echo skip ci

.github/workflows/ci.yml

@@ -0,0 +1,86 @@
+name: ci
+
+on:
+  push:
+  pull_request:
+
+defaults:
+  run:
+    shell: bash
+
+jobs:
+  CI:
+    if: "!contains(github.event.head_commit.message, '[skip ci]')"
+    env:
+      GKS_ENCODING: "utf8"
+
+    name: Julia ${{ matrix.version }} - ${{ matrix.os }}
+    runs-on: ${{ matrix.os }}
+    continue-on-error: ${{ matrix.version == 'nightly' }}
+    strategy:
+      fail-fast: false
+      matrix:
+        version:
+          - '1.3'
+          - '1'
+          - 'nightly'
+        os:
+          - ubuntu-latest
+          - windows-latest
+          - macos-latest
+        arch:
+          - x64
+          # - x86
+
+    steps:
+
+      # Setup environment
+      - uses: actions/checkout@v2
+      - uses: julia-actions/setup-julia@latest
+        with:
+          version: ${{ matrix.version }}
+      - 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 }}-
+
+      ## maybe required if we ever want to run graphical tests for plotly
+      # OS Dependencies
+      # - name: Ubuntu OS dependencies
+      #   if: startsWith(matrix.os,'ubuntu')
+      #   run: |
+      #    ./test/install_wkhtmltoimage.sh
+
+      # TESTCMD
+      - name: Default TESTCMD
+        run: echo ::set-env name=TESTCMD::"julia"
+      - name: Ubuntu TESTCMD
+        if: startsWith(matrix.os,'ubuntu')
+        run: echo ::set-env name=TESTCMD::"xvfb-run julia"
+
+      # Julia Dependencies
+      - name: Install Julia dependencies
+        uses: julia-actions/julia-buildpkg@latest
+
+      # Run tests
+      - name: Run Graphical test
+        run:  $TESTCMD --project -e 'using Pkg; Pkg.test(coverage=true);'
+
+      - name: Codecov
+        uses: julia-actions/julia-uploadcodecov@latest
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+
+  Skip:
+    if: "contains(github.event.head_commit.message, '[skip ci]')"
+    runs-on: ubuntu-latest
+    steps:
+      - name: Skip CI 🚫
+        run: echo skip ci

.gitignore

@@ -4,7 +4,9 @@
 .DS_Store
 examples/.ipynb_checkpoints/*
 examples/meetup/.ipynb_checkpoints/*
-deps/plotly-latest.min.js
+deps/plotly-*
 deps/build.log
 deps/deps.jl
 Manifest.toml
+dev/
+test/tmpplotsave.hdf5

.travis.yml

@@ -1,38 +0,0 @@
-# Documentation: http://docs.travis-ci.com/user/languages/julia/
-language: julia
-os:
-  - linux
-  # - osx
-julia:
-  - 1
-  - 1.3
-  - nightly
-
-matrix:
-  allow_failures:
-  - julia: nightly
-
-addons:
-  apt:
-    packages:
-      - at-spi2-core
-      - libgtk-3-dev
-      - xauth
-      - xvfb
-
-cache:
-  directories:
-  - $HOME/.julia/artifacts
-
-sudo: required
-before_install:
-  - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then pwd ; fi
-  - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then ./test/install_wkhtmltoimage.sh ; fi
-
-notifications:
-  email: true
-
-script:
-  - if [[ -a .git/shallow ]]; then git fetch --unshallow; fi
-  - if [[ `uname` = "Linux" ]]; then TESTCMD="xvfb-run julia"; else TESTCMD="julia"; fi
-  - $TESTCMD -e 'using Pkg; Pkg.build(); Pkg.test(coverage=true)'

Project.toml

@@ -1,7 +1,7 @@
 name = "Plots"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
 author = ["Tom Breloff (@tbreloff)"]
-version = "0.29.7"
+version = "1.5.3"
 
 [deps]
 Base64 = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
@@ -10,18 +10,19 @@ Dates = "ade2ca70-3891-5945-98fb-dc099432e06a"
 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"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 Measures = "442fdcdd-2543-5da2-b0f3-8c86c306513e"
 NaNMath = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
-Pkg = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
 PlotThemes = "ccf2f8ad-2431-5c83-bf29-c5338b663b6a"
 PlotUtils = "995b91a9-d308-5afd-9ec6-746e21dbc043"
 Printf = "de0858da-6303-5e67-8744-51eddeeeb8d7"
 REPL = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
 Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 RecipesBase = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
+RecipesPipeline = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 Reexport = "189a3867-3050-52da-a836-e630ba90ab69"
 Requires = "ae029012-a4dd-5104-9daa-d747884805df"
 Showoff = "992d4aef-0814-514b-bc4d-f2e9a6c4116f"
@@ -33,37 +34,42 @@ UUIDs = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
 [compat]
 Contour = "0.5"
 FFMPEG = "0.2, 0.3"
-FixedPointNumbers = "0.6, 0.7"
-GR = "0.46, 0.47, 0.48"
+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"
+JSON = "0.21, 1"
 Measures = "0.3"
 NaNMath = "0.3"
 PGFPlotsX = "1.2.0"
-PlotThemes = "1"
-PlotUtils = "0.6.1"
-RecipesBase = "0.8"
+PlotThemes = "2"
+PlotUtils = "1"
+RecipesBase = "1"
+RecipesPipeline = "0.1.7"
 Reexport = "0.2"
-Requires = "0.5, 1.0"
+Requires = "1"
 Showoff = "0.3.1"
-StatsBase = "0.32"
-julia = "1"
+StableRNGs = "0.1.1"
+StatsBase = "0.32, 0.33"
+julia = "1.3"
 
 [extras]
+Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
 FileIO = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
-GeometryTypes = "4d00f742-c7ba-57c2-abde-4428a4b178cb"
 Gtk = "4c0ca9eb-093a-5379-98c5-f87ac0bbbf44"
+HDF5 = "f67ccb44-e63f-5c2f-98bd-6dc0ccc4ba2f"
 ImageMagick = "6218d12a-5da1-5696-b52f-db25d2ecc6d1"
 Images = "916415d5-f1e6-5110-898d-aaa5f9f070e0"
-LaTeXStrings = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
 LibGit2 = "76f85450-5226-5b5a-8eaa-529ad045b433"
+OffsetArrays = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
 PGFPlotsX = "8314cec4-20b6-5062-9cdb-752b83310925"
 RDatasets = "ce6b1742-4840-55fa-b093-852dadbb1d8b"
-Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
+StableRNGs = "860ef19b-820b-49d6-a774-d7a799459cd3"
+StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
 StatsPlots = "f3b207a7-027a-5e70-b257-86293d7955fd"
 Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 UnicodePlots = "b8865327-cd53-5732-bb35-84acbb429228"
 VisualRegressionTests = "34922c18-7c2a-561c-bac1-01e79b2c4c92"
 
 [targets]
-test = ["FileIO", "GeometryTypes", "Gtk", "ImageMagick", "Images", "LaTeXStrings", "LibGit2", "PGFPlotsX", "Random", "RDatasets", "StatsPlots", "Test", "UnicodePlots", "VisualRegressionTests"]
+test = ["Distributions", "FileIO", "Gtk", "ImageMagick", "Images", "LibGit2", "OffsetArrays", "PGFPlotsX", "HDF5", "RDatasets", "StableRNGs", "StaticArrays", "StatsPlots", "Test", "UnicodePlots", "VisualRegressionTests"]

README.md

@@ -1,10 +1,7 @@
 # Plots
 
-[travis-img]: https://img.shields.io/travis/JuliaPlots/Plots.jl?logo=travis
-[travis-url]: https://travis-ci.org/JuliaPlots/Plots.jl
-
-[appveyor-img]: https://ci.appveyor.com/api/projects/status/github/juliaplots/plots.jl?branch=master&svg=true
-[appveyor-url]: https://ci.appveyor.com/project/mkborregaard/plots-jl
+[gh-ci-img]: https://github.com/JuliaPlots/Plots.jl/workflows/ci/badge.svg?branch=master
+[gh-ci-url]: https://github.com/JuliaPlots/Plots.jl/actions?query=workflow%3Aci
 
 [pkgeval-img]: https://juliaci.github.io/NanosoldierReports/pkgeval_badges/P/Plots.svg
 [pkgeval-url]: https://juliaci.github.io/NanosoldierReports/pkgeval_badges/report.html
@@ -15,11 +12,11 @@
 [docs-img]: https://img.shields.io/badge/docs-stable-blue.svg
 [docs-url]: http://docs.juliaplots.org/latest/
 
-[![][travis-img]][travis-url]
-[![][appveyor-img]][appveyor-url]
+[![][gh-ci-img]][gh-ci-url]
 [![][pkgeval-img]][pkgeval-url]
-[![][gitter-img]][gitter-url]
+[![project chat](https://img.shields.io/badge/zulip-join_chat-brightgreen.svg)](https://julialang.zulipchat.com/#narrow/stream/236493-plots)
 [![][docs-img]][docs-url]
+[![Codecov](https://codecov.io/gh/JuliaPlots/Plots.jl/branch/master/graph/badge.svg)](https://codecov.io/gh/JuliaPlots/Plots.jl)
 
 #### Created by Tom Breloff (@tbreloff)
 

appveyor.yml

@@ -1,47 +0,0 @@
-environment:
-  matrix:
-  # - julia_version: 0.7
-  - julia_version: 1
-  - julia_version: 1.3
-  - julia_version: nightly
-
-platform:
-  - x86 # 32-bit
-  - x64 # 64-bit
-
-# # Uncomment the following lines to allow failures on nightly julia
-# # (tests will run but not make your overall status red)
-matrix:
-  allow_failures:
-  - julia_version: nightly
-
-branches:
-  only:
-    - master
-    - /release-.*/
-
-cache:
-  - '%USERPROFILE%\.julia\artifacts'
-
-notifications:
-  - provider: Email
-    on_build_success: false
-    on_build_failure: false
-    on_build_status_changed: false
-
-install:
-  - ps: iex ((new-object net.webclient).DownloadString("https://raw.githubusercontent.com/JuliaCI/Appveyor.jl/version-1/bin/install.ps1"))
-
-build_script:
-  - echo "%JL_BUILD_SCRIPT%"
-  - C:\julia\bin\julia -e "%JL_BUILD_SCRIPT%"
-
-test_script:
-  - echo "%JL_TEST_SCRIPT%"
-  - C:\julia\bin\julia -e "%JL_TEST_SCRIPT%"
-
-# # Uncomment to support code coverage upload. Should only be enabled for packages
-# # which would have coverage gaps without running on Windows
-# on_success:
-#   - echo "%JL_CODECOV_SCRIPT%"
-#   - C:\julia\bin\julia -e "%JL_CODECOV_SCRIPT%"

codecov.yml

@@ -0,0 +1,10 @@
+ignore:
+  - "src/backends/inspectdr.jl"
+  - "src/backends/orca.jl"
+  - "src/backends/pgfplots.jl"
+  - "src/backends/plotly.jl"
+  - "src/backends/plotlyjs.jl"
+  - "src/backends/pyplot.jl"
+  - "src/backends/web.jl"
+  - "src/fileio.jl"
+  - "src/ijulia.jl"

deps/SnoopCompile/precompile/apple/1.3/precompile_Plots.jl

@@ -0,0 +1,956 @@
+function _precompile_()
+    ccall(:jl_generating_output, Cint, ()) == 1 || return nothing
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots._make_hist)),NamedTuple{(:normed, :weights),Tuple{Bool,Array{Int64,1}}},typeof(Plots._make_hist),Tuple{Array{Float64,1}},Symbol})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots._make_hist)),NamedTuple{(:normed, :weights),Tuple{Bool,Nothing}},typeof(Plots._make_hist),Tuple{Array{Float64,1},Array{Float64,1}},Int64})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots._make_hist)),NamedTuple{(:normed, :weights),Tuple{Bool,Nothing}},typeof(Plots._make_hist),Tuple{Array{Float64,1},Array{Float64,1}},Tuple{Int64,Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots._make_hist)),NamedTuple{(:normed, :weights),Tuple{Bool,Nothing}},typeof(Plots._make_hist),Tuple{Array{Float64,1}},Symbol})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:flip,),Tuple{Bool}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:formatter,),Tuple{Symbol}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:formatter,),Tuple{typeof(RecipesPipeline.datetimeformatter)}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:grid, :lims),Tuple{Bool,Tuple{Int64,Int64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:grid, :lims, :flip),Tuple{Bool,Tuple{Int64,Int64},Bool}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:grid,),Tuple{Bool}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:gridlinewidth, :grid, :gridalpha, :gridstyle, :foreground_color_grid),Tuple{Int64,Bool,Float64,Symbol,RGBA{Float64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:guide,),Tuple{String}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:lims, :flip, :ticks, :guide),Tuple{Tuple{Int64,Int64},Bool,StepRange{Int64,Int64},String}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:lims,),Tuple{Tuple{Float64,Float64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:lims,),Tuple{Tuple{Int64,Float64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:lims,),Tuple{Tuple{Int64,Int64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:rotation,),Tuple{Int64}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:scale, :guide),Tuple{Symbol,String}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:ticks,),Tuple{Nothing}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:ticks,),Tuple{UnitRange{Int64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.contour)),NamedTuple{(:fill,),Tuple{Bool}},typeof(contour),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.default)),NamedTuple{(:titlefont, :legendfontsize, :guidefont, :tickfont, :guide, :framestyle, :yminorgrid),Tuple{Tuple{Int64,String},Int64,Tuple{Int64,Symbol},Tuple{Int64,Symbol},String,Symbol,Bool}},typeof(default)})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(Plots.gr_polyline),Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(Plots.gr_polyline),Array{Int64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(Plots.gr_polyline),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(Plots.gr_polyline),StepRange{Int64,Int64},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(Plots.gr_polyline),UnitRange{Int64},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(Plots.gr_polyline),UnitRange{Int64},UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_set_font)),NamedTuple{(:halign, :valign, :rotation),Tuple{Symbol,Symbol,Int64}},typeof(Plots.gr_set_font),Plots.Font,Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_set_font)),NamedTuple{(:halign, :valign, :rotation, :color),Tuple{Symbol,Symbol,Int64,RGBA{Float64}}},typeof(Plots.gr_set_font),Plots.Font,Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.heatmap)),NamedTuple{(:aspect_ratio,),Tuple{Int64}},typeof(heatmap),Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.histogram)),NamedTuple{(:bins, :weights),Tuple{Symbol,Array{Int64,1}}},typeof(histogram),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.histogram2d)),NamedTuple{(:nbins, :show_empty_bins, :normed, :aspect_ratio),Tuple{Tuple{Int64,Int64},Bool,Bool,Int64}},typeof(histogram2d),Array{Complex{Float64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.histogram2d)),NamedTuple{(:nbins,),Tuple{Int64}},typeof(histogram2d),Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.hline!)),NamedTuple{(:line,),Tuple{Tuple{Int64,Symbol,Float64,Array{Symbol,2}}}},typeof(hline!),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.lens!)),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(lens!),Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.pie)),NamedTuple{(:title, :l),Tuple{String,Float64}},typeof(pie),Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:alpha, :seriestype),Tuple{Float64,Symbol}},typeof(plot!),Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:alpha, :seriestype),Tuple{Float64,Symbol}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:alpha, :seriestype),Tuple{Float64,Symbol}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:annotation,),Tuple{Array{Tuple{Int64,Float64,Plots.PlotText},1}}},typeof(plot!),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:annotation,),Tuple{Array{Tuple{Int64,Float64,Plots.PlotText},1}}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:annotation,),Tuple{Array{Tuple{Int64,Float64,Plots.PlotText},1}}},typeof(plot!)})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:line, :seriestype),Tuple{Tuple{Int64,Symbol,Float64,Array{Symbol,2}},Symbol}},typeof(plot!),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:line, :seriestype),Tuple{Tuple{Int64,Symbol,Float64,Array{Symbol,2}},Symbol}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:line, :seriestype),Tuple{Tuple{Int64,Symbol,Float64,Array{Symbol,2}},Symbol}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:marker, :series_annotations, :seriestype),Tuple{Tuple{Int64,Float64,Symbol},Array{Any,1},Symbol}},typeof(plot!),Plots.Plot{Plots.GRBackend},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:marker, :series_annotations, :seriestype),Tuple{Tuple{Int64,Float64,Symbol},Array{Any,1},Symbol}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:marker, :series_annotations, :seriestype),Tuple{Tuple{Int64,Float64,Symbol},Array{Any,1},Symbol}},typeof(plot!),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:markersize, :c, :seriestype),Tuple{Int64,Symbol,Symbol}},typeof(plot!),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:markersize, :c, :seriestype),Tuple{Int64,Symbol,Symbol}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:markersize, :c, :seriestype),Tuple{Int64,Symbol,Symbol}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:seriestype, :inset),Tuple{Symbol,Tuple{Int64,Measures.BoundingBox{Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}},Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}}}}}},typeof(plot!),Array{Int64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:seriestype, :inset),Tuple{Symbol,Tuple{Int64,Measures.BoundingBox{Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}},Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}}}}}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:seriestype, :inset),Tuple{Symbol,Tuple{Int64,Measures.BoundingBox{Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}},Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}}}}}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:seriestype,),Tuple{Symbol}},typeof(plot!),Array{Int64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:seriestype,),Tuple{Symbol}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Int64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:seriestype,),Tuple{Symbol}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{Int64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:title,),Tuple{String}},typeof(plot!),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:title,),Tuple{String}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:title,),Tuple{String}},typeof(plot!)})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:w,),Tuple{Int64}},typeof(plot!),Array{Float64,1},Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:w,),Tuple{Int64}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:xgrid,),Tuple{Tuple{Symbol,Symbol,Int64,Symbol,Float64}}},typeof(plot!),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:xgrid,),Tuple{Tuple{Symbol,Symbol,Int64,Symbol,Float64}}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:yaxis,),Tuple{Tuple{String,Symbol}}},typeof(plot!),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:yaxis,),Tuple{Tuple{String,Symbol}}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:yaxis,),Tuple{Tuple{String,Symbol}}},typeof(plot!)})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String,Symbol}},typeof(plot!),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String,Symbol}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String,Symbol}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:annotations, :leg),Tuple{Tuple{Int64,Float64,Plots.PlotText},Bool}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:arrow,),Tuple{Int64}},typeof(plot),Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:aspect_ratio, :seriestype),Tuple{Int64,Symbol}},typeof(plot),Array{String,1},Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:color, :line, :marker),Tuple{Array{Symbol,2},Tuple{Symbol,Int64},Tuple{Array{Symbol,2},Int64,Float64,Plots.Stroke}}},typeof(plot),Array{Array{T,1} where T,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:fill, :seriestype),Tuple{Bool,Symbol}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:framestyle, :title, :color, :layout, :label, :markerstrokewidth, :ticks, :seriestype),Tuple{Array{Symbol,2},Array{String,2},Base.ReshapedArray{Int64,2,UnitRange{Int64},Tuple{}},Int64,String,Int64,UnitRange{Int64},Symbol}},typeof(plot),Array{Array{Float64,1},1},Array{Array{Float64,1},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:grid, :title),Tuple{Tuple{Symbol,Symbol,Symbol,Int64,Float64},String}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:lab, :w, :palette, :fill, :α),Tuple{String,Int64,PlotUtils.ContinuousColorGradient,Int64,Float64}},typeof(plot),StepRange{Int64,Int64},Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:label, :title, :xlabel, :linewidth, :legend),Tuple{Array{String,2},String,String,Int64,Symbol}},typeof(plot),Array{Function,1},Float64,Vararg{Float64,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:label,),Tuple{Array{String,2}}},typeof(plot),Array{AbstractArray{Float64,1},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :group, :linetype, :linecolor),Tuple{Plots.GridLayout,Array{String,1},Array{Symbol,2},Symbol}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :label, :fillrange, :fillalpha),Tuple{Tuple{Int64,Int64},String,Int64,Float64}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Vararg{Plots.Plot{Plots.GRBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :label, :fillrange, :fillalpha),Tuple{Tuple{Int64,Int64},String,Int64,Float64}},typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Vararg{Plots.Plot{Plots.PlotlyBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :link),Tuple{Int64,Symbol}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :link),Tuple{Int64,Symbol}},typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :palette, :bg_inside),Tuple{Int64,Array{PlotUtils.ContinuousColorGradient,2},Array{Symbol,2}}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :t, :leg, :ticks, :border),Tuple{Plots.GridLayout,Array{Symbol,2},Bool,Nothing,Symbol}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :title, :titlelocation, :left_margin, :bottom_margin, :xrotation),Tuple{Plots.GridLayout,Array{String,2},Symbol,Array{Measures.Length{:mm,Float64},2},Measures.Length{:mm,Float64},Int64}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout,),Tuple{Plots.GridLayout}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Vararg{Plots.Plot{Plots.GRBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:legend,),Tuple{Bool}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Vararg{Plots.Plot{Plots.GRBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:legend,),Tuple{Bool}},typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Vararg{Plots.Plot{Plots.PlotlyBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:legend,),Tuple{Symbol}},typeof(plot),Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:legend,),Tuple{Symbol}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Vararg{Plots.Plot{Plots.GRBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:legend,),Tuple{Symbol}},typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Vararg{Plots.Plot{Plots.PlotlyBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:line, :lab, :ms),Tuple{Tuple{Array{Symbol,2},Int64},Array{String,2},Int64}},typeof(plot),Array{Array{T,1} where T,1},Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:line, :label, :legendtitle),Tuple{Tuple{Int64,Array{Symbol,2}},Array{String,2},String}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:line, :leg, :fill),Tuple{Int64,Bool,Tuple{Int64,Symbol}}},typeof(plot),Function,Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:line, :marker, :bg, :fg, :xlim, :ylim, :leg),Tuple{Tuple{Int64,Symbol,Symbol},Tuple{Shape,Int64,RGBA{Float64}},Symbol,Symbol,Tuple{Int64,Int64},Tuple{Int64,Int64},Bool}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:line_z, :linewidth, :legend),Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Int64,Bool}},typeof(plot),Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:m, :lab, :bg, :xlim, :ylim, :seriestype),Tuple{Tuple{Int64,Symbol},Array{String,2},Symbol,Tuple{Int64,Int64},Tuple{Int64,Int64},Symbol}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:marker,),Tuple{Bool}},typeof(plot),Array{Complex{Float64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:marker,),Tuple{Bool}},typeof(plot),Array{Union{Missing, Int64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:marker_z, :color, :legend, :seriestype),Tuple{typeof(+),Symbol,Bool,Symbol}},typeof(plot),Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:nbins, :seriestype),Tuple{Int64,Symbol}},typeof(plot),Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:proj, :m),Tuple{Symbol,Int64}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:reg, :fill),Tuple{Bool,Tuple{Int64,Symbol}}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:ribbon,),Tuple{Int64}},typeof(plot),UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:ribbon,),Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}}}},typeof(plot),UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:ribbon,),Tuple{Tuple{LinRange{Float64},LinRange{Float64}}}},typeof(plot),UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:ribbon,),Tuple{typeof(sqrt)}},typeof(plot),UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:seriestype,),Tuple{Symbol}},typeof(plot),Array{Dates.DateTime,1},UnitRange{Int64},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:seriestype,),Tuple{Symbol}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:title, :l, :seriestype),Tuple{String,Float64,Symbol}},typeof(plot),Array{String,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:title,),Tuple{Array{String,2}}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:title,),Tuple{Array{String,2}}},typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:title,),Tuple{String}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:title,),Tuple{String}},typeof(plot),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:title,),Tuple{String}},typeof(plot),Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:w,),Tuple{Int64}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:xaxis, :background_color, :leg),Tuple{Tuple{String,Tuple{Int64,Int64},StepRange{Int64,Int64},Symbol},RGB{Float64},Bool}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:zcolor, :m, :leg, :cbar, :w),Tuple{StepRange{Int64,Int64},Tuple{Int64,Float64,Symbol,Plots.Stroke},Bool,Bool,Int64}},typeof(plot),Array{Float64,1},Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.portfoliocomposition)),NamedTuple{(:labels,),Tuple{Array{String,2}}},typeof(portfoliocomposition),Array{Float64,2},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.scatter!)),NamedTuple{(:alpha,),Tuple{Float64}},typeof(scatter!),Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.scatter!)),NamedTuple{(:marker, :series_annotations),Tuple{Tuple{Int64,Float64,Symbol},Array{Any,1}}},typeof(scatter!),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.scatter!)),NamedTuple{(:markersize, :c),Tuple{Int64,Symbol}},typeof(scatter!),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.scatter!)),NamedTuple{(:zcolor, :m, :ms, :lab),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String}},typeof(scatter!),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.scatter)),NamedTuple{(:framestyle, :title, :color, :layout, :label, :markerstrokewidth, :ticks),Tuple{Array{Symbol,2},Array{String,2},Base.ReshapedArray{Int64,2,UnitRange{Int64},Tuple{}},Int64,String,Int64,UnitRange{Int64}}},typeof(scatter),Array{Array{Float64,1},1},Vararg{Array{Array{Float64,1},1},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.scatter)),NamedTuple{(:m, :lab, :bg, :xlim, :ylim),Tuple{Tuple{Int64,Symbol},Array{String,2},Symbol,Tuple{Int64,Int64},Tuple{Int64,Int64}}},typeof(scatter),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.scatter)),NamedTuple{(:marker_z, :color, :legend),Tuple{typeof(+),Symbol,Bool}},typeof(scatter),Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.test_examples)),NamedTuple{(:skip, :disp),Tuple{Array{Int64,1},Bool}},typeof(test_examples),Symbol})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.test_examples)),NamedTuple{(:skip,),Tuple{Array{Int64,1}}},typeof(test_examples),Symbol})
+    Base.precompile(Tuple{Core.var"#kw#Type",NamedTuple{(:label, :blank),Tuple{Symbol,Bool}},Type{Plots.EmptyLayout}})
+    Base.precompile(Tuple{Core.var"#kw#Type",NamedTuple{(:label, :width, :height),Tuple{Symbol,Symbol,Measures.Length{:pct,Float64}}},Type{Plots.EmptyLayout}})
+    Base.precompile(Tuple{Core.var"#kw#Type",NamedTuple{(:parent,),Tuple{Plots.GridLayout}},Type{Plots.Subplot},Plots.GRBackend})
+    Base.precompile(Tuple{Core.var"#kw#Type",NamedTuple{(:parent,),Tuple{Plots.GridLayout}},Type{Plots.Subplot},Plots.PlotlyBackend})
+    Base.precompile(Tuple{Core.var"#kw#Type",NamedTuple{(:parent,),Tuple{Plots.Subplot{Plots.GRBackend}}},Type{Plots.Subplot},Plots.GRBackend})
+    Base.precompile(Tuple{Core.var"#kw#Type",NamedTuple{(:parent,),Tuple{Plots.Subplot{Plots.PlotlyBackend}}},Type{Plots.Subplot},Plots.PlotlyBackend})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.contour_levels),Tuple{Array{Any,1},Base.RefValue{Tuple{Float64,Float64}}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.get_colorgradient),Tuple{Array{Any,1}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.get_fillalpha),Tuple{Array{Any,1}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.get_linealpha),Tuple{Array{Any,1}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.get_linecolor),Tuple{Array{Any,1},Base.RefValue{Tuple{Float64,Float64}}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.get_linestyle),Tuple{Array{Any,1}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.get_linewidth),Tuple{Array{Any,1}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.get_z_normalized),Tuple{Array{Float64,1},Float64,Float64}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.gr_color),Tuple{Array{RGBA{Float64},1}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.gr_tick_label),Tuple{Tuple{Plots.Axis},Array{String,1}}})
+    Base.precompile(Tuple{Type{Base.Generator},typeof(Plots.bottompad),Array{AbstractLayout,1}})
+    Base.precompile(Tuple{Type{Base.Generator},typeof(Plots.leftpad),Array{AbstractLayout,1}})
+    Base.precompile(Tuple{Type{Base.Generator},typeof(Plots.rightpad),Array{AbstractLayout,1}})
+    Base.precompile(Tuple{Type{Base.Generator},typeof(Plots.toppad),Array{AbstractLayout,1}})
+    Base.precompile(Tuple{Type{NamedTuple{(:annotations, :leg),T} where T<:Tuple},Tuple{Tuple{Int64,Float64,Plots.PlotText},Bool}})
+    Base.precompile(Tuple{Type{NamedTuple{(:color, :line, :marker),T} where T<:Tuple},Tuple{Array{Symbol,2},Tuple{Symbol,Int64},Tuple{Array{Symbol,2},Int64,Float64,Plots.Stroke}}})
+    Base.precompile(Tuple{Type{NamedTuple{(:layout, :group, :linetype, :linecolor),T} where T<:Tuple},Tuple{Plots.GridLayout,Array{String,1},Array{Symbol,2},Symbol}})
+    Base.precompile(Tuple{Type{NamedTuple{(:layout, :t, :leg, :ticks, :border),T} where T<:Tuple},Tuple{Plots.GridLayout,Array{Symbol,2},Bool,Nothing,Symbol}})
+    Base.precompile(Tuple{Type{NamedTuple{(:layout, :title, :titlelocation, :left_margin, :bottom_margin, :xrotation),T} where T<:Tuple},Tuple{Plots.GridLayout,Array{String,2},Symbol,Array{Measures.Length{:mm,Float64},2},Measures.Length{:mm,Float64},Int64}})
+    Base.precompile(Tuple{Type{NamedTuple{(:layout,),T} where T<:Tuple},Tuple{Plots.GridLayout}})
+    Base.precompile(Tuple{Type{NamedTuple{(:line, :marker, :bg, :fg, :xlim, :ylim, :leg),T} where T<:Tuple},Tuple{Tuple{Int64,Symbol,Symbol},Tuple{Shape,Int64,RGBA{Float64}},Symbol,Symbol,Tuple{Int64,Int64},Tuple{Int64,Int64},Bool}})
+    Base.precompile(Tuple{Type{NamedTuple{(:parent,),T} where T<:Tuple},Tuple{Plots.Subplot{Plots.GRBackend}}})
+    Base.precompile(Tuple{Type{NamedTuple{(:parent,),T} where T<:Tuple},Tuple{Plots.Subplot{Plots.PlotlyBackend}}})
+    Base.precompile(Tuple{Type{NamedTuple{(:zcolor, :m, :leg, :cbar, :w),T} where T<:Tuple},Tuple{StepRange{Int64,Int64},Tuple{Int64,Float64,Symbol,Plots.Stroke},Bool,Bool,Int64}})
+    Base.precompile(Tuple{Type{NamedTuple{(:zcolor, :m, :ms, :lab),T} where T<:Tuple},Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String}})
+    Base.precompile(Tuple{Type{Pair},Symbol,Plots.Arrow})
+    Base.precompile(Tuple{Type{Pair},Symbol,Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Type{Pair},Symbol,Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Type{Pair},Symbol,Plots.SeriesAnnotations})
+    Base.precompile(Tuple{Type{Pair},Symbol,Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{Type{Pair},Symbol,Plots.Subplot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Type{Pair},Symbol,Shape})
+    Base.precompile(Tuple{Type{Plots.Font},String,Int64,Symbol,Symbol,Float64,RGBA{Float64}})
+    Base.precompile(Tuple{Type{Plots.GridLayout},Int64,Vararg{Int64,N} where N})
+    Base.precompile(Tuple{Type{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Type{Plots.Plot},Plots.GRBackend,Int64,RecipesPipeline.DefaultsDict,Array{Plots.Series,1},Nothing,Array{Plots.Subplot,1},Dict{Any,Plots.Subplot},Plots.EmptyLayout,Array{Plots.Subplot,1},Bool})
+    Base.precompile(Tuple{Type{Plots.Plot},Plots.PlotlyBackend,Int64,RecipesPipeline.DefaultsDict,Array{Plots.Series,1},Nothing,Array{Plots.Subplot,1},Dict{Any,Plots.Subplot},Plots.EmptyLayout,Array{Plots.Subplot,1},Bool})
+    Base.precompile(Tuple{Type{Plots.SegmentsIterator},Tuple{Array{Float64,1},Array{Float64,1},Array{Float64,1}},Int64,Int64})
+    Base.precompile(Tuple{Type{Plots.SegmentsIterator},Tuple{Array{Float64,1},Array{Float64,1},UnitRange{Int64}},Int64,Int64})
+    Base.precompile(Tuple{Type{Shape},Array{Tuple{Float64,Float64},1}})
+    Base.precompile(Tuple{typeof(!=),Plots.Arrow,Nothing})
+    Base.precompile(Tuple{typeof(!=),Shape,Symbol})
+    Base.precompile(Tuple{typeof(*),Measures.Length{:mm,Float64},Measures.Length{:pct,Float64}})
+    Base.precompile(Tuple{typeof(==),Array{Tuple{Int64,Float64,Plots.PlotText},1},Symbol})
+    Base.precompile(Tuple{typeof(==),Plots.Arrow,Bool})
+    Base.precompile(Tuple{typeof(==),Plots.Axis,Symbol})
+    Base.precompile(Tuple{typeof(==),Plots.Extrema,Symbol})
+    Base.precompile(Tuple{typeof(==),Tuple{Int64,Float64,Plots.PlotText},Symbol})
+    Base.precompile(Tuple{typeof(Base.Broadcast.broadcasted),Function,Tuple{Plots.Axis},Array{String,1}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.copyto_nonleaf!),Array{Int64,1},Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linewidth),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Base.OneTo{Int64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Base.Broadcast.copyto_nonleaf!),Array{Nothing,1},Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_fillalpha),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Base.OneTo{Int64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Base.Broadcast.copyto_nonleaf!),Array{Nothing,1},Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linealpha),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Base.OneTo{Int64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Base.Broadcast.copyto_nonleaf!),Array{PlotUtils.ContinuousColorGradient,1},Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_colorgradient),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Base.OneTo{Int64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Base.Broadcast.copyto_nonleaf!),Array{PlotUtils.ContinuousColorGradient,1},Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linecolor),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}},Base.RefValue{Tuple{Float64,Float64}}}},Base.OneTo{Int64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Base.Broadcast.copyto_nonleaf!),Array{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},1},Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.contour_levels),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}},Base.RefValue{Tuple{Float64,Float64}}}},Base.OneTo{Int64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Base.Broadcast.copyto_nonleaf!),Array{Symbol,1},Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linestyle),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Base.OneTo{Int64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Base.Broadcast.instantiate),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.get_colorgradient),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.instantiate),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.get_fillalpha),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.instantiate),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.get_linealpha),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.instantiate),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.get_linestyle),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.instantiate),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.get_linewidth),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.instantiate),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.gr_color),Tuple{Array{RGBA{Float64},1}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.instantiate),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.gr_tick_label),Tuple{Tuple{Plots.Axis},Array{String,1}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.materialize),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.contour_levels),Tuple{Array{Any,1},Base.RefValue{Tuple{Float64,Float64}}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.materialize),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.get_linecolor),Tuple{Array{Any,1},Base.RefValue{Tuple{Float64,Float64}}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.materialize),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.get_z_normalized),Tuple{Array{Float64,1},Float64,Float64}}})
+    Base.precompile(Tuple{typeof(Base._array_for),Type{Plots.Axis},Array{Any,1},Base.HasShape{1}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String,Symbol}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Array{Symbol,2},Tuple{Symbol,Int64},Tuple{Array{Symbol,2},Int64,Float64,Plots.Stroke}}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Plots.GridLayout,Array{String,1},Array{Symbol,2},Symbol}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Plots.GridLayout,Array{String,2},Symbol,Array{Measures.Length{:mm,Float64},2},Measures.Length{:mm,Float64},Int64}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Plots.GridLayout,Array{Symbol,2},Bool,Nothing,Symbol}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{StepRange{Int64,Int64},Tuple{Int64,Float64,Symbol,Plots.Stroke},Bool,Bool,Int64}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Tuple{Int64,Float64,Plots.PlotText},Bool}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Tuple{Int64,Symbol,Symbol},Tuple{Shape,Int64,RGBA{Float64}},Symbol,Symbol,Tuple{Int64,Int64},Tuple{Int64,Int64},Bool}}})
+    Base.precompile(Tuple{typeof(Base._similar_for),Array{Any,1},Type{Int64},Base.Generator{Array{Any,1},typeof(Plots.rowsize)},Base.HasShape{1}})
+    Base.precompile(Tuple{typeof(Base.collect_similar),Array{AbstractLayout,1},Base.Generator{Array{AbstractLayout,1},typeof(Plots.bottompad)}})
+    Base.precompile(Tuple{typeof(Base.collect_similar),Array{AbstractLayout,1},Base.Generator{Array{AbstractLayout,1},typeof(Plots.leftpad)}})
+    Base.precompile(Tuple{typeof(Base.collect_similar),Array{AbstractLayout,1},Base.Generator{Array{AbstractLayout,1},typeof(Plots.rightpad)}})
+    Base.precompile(Tuple{typeof(Base.collect_similar),Array{AbstractLayout,1},Base.Generator{Array{AbstractLayout,1},typeof(Plots.toppad)}})
+    Base.precompile(Tuple{typeof(Base.collect_to_with_first!),Array{Int64,1},Int64,Base.Generator{Array{Any,1},typeof(Plots.rowsize)},Int64})
+    Base.precompile(Tuple{typeof(Base.deepcopy_internal),Array{Plots.Series,1},IdDict{Any,Any}})
+    Base.precompile(Tuple{typeof(Base.indexed_iterate),Tuple{Plots.GridLayout,Int64},Int64})
+    Base.precompile(Tuple{typeof(Base.merge_types),NTuple{5,Symbol},Type{NamedTuple{(:zcolor, :m, :ms, :lab),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String}}},Type{NamedTuple{(:seriestype,),Tuple{Symbol}}}})
+    Base.precompile(Tuple{typeof(Base.merge_types),Tuple{Symbol},Type{NamedTuple{(:annotation,),Tuple{Array{Tuple{Int64,Float64,Plots.PlotText},1}}}},Type{NamedTuple{(),Tuple{}}}})
+    Base.precompile(Tuple{typeof(Base.promote_typeof),String,Plots.PlotText})
+    Base.precompile(Tuple{typeof(Base.vect),Tuple{Int64,Float64,Plots.PlotText},Vararg{Tuple{Int64,Float64,Plots.PlotText},N} where N})
+    Base.precompile(Tuple{typeof(Plots._backend_instance),Symbol})
+    Base.precompile(Tuple{typeof(Plots._cbar_unique),Array{Int64,1},String})
+    Base.precompile(Tuple{typeof(Plots._cbar_unique),Array{Nothing,1},String})
+    Base.precompile(Tuple{typeof(Plots._cbar_unique),Array{PlotUtils.ContinuousColorGradient,1},String})
+    Base.precompile(Tuple{typeof(Plots._cbar_unique),Array{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},1},String})
+    Base.precompile(Tuple{typeof(Plots._cbar_unique),Array{Symbol,1},String})
+    Base.precompile(Tuple{typeof(Plots._create_backend_figure),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots._create_backend_figure),Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(Plots._cycle),Array{Any,1},Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Array{Float64,1},Array{Int64,1}})
+    Base.precompile(Tuple{typeof(Plots._cycle),Array{Float64,1},StepRange{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots._cycle),Array{Float64,1},UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(Plots._cycle),Array{Plots.Subplot,1},Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Array{String,1},Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Base.OneTo{Int64},Array{Int64,1}})
+    Base.precompile(Tuple{typeof(Plots._cycle),ColorPalette,Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Float64,Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Int64,StepRange{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots._cycle),Nothing,Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Plots.Subplot{Plots.GRBackend},Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Plots.Subplot{Plots.PlotlyBackend},Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Shape,Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),StepRange{Int64,Int64},Array{Int64,1}})
+    Base.precompile(Tuple{typeof(Plots._cycle),Symbol,Int64})
+    Base.precompile(Tuple{typeof(Plots._heatmap_edges),Array{Float64,1},Bool})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{AbstractArray{Float64,1},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Array{Float64,1},1},Array{Array{Float64,1},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Array{T,1} where T,1},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Array{T,1} where T,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Complex{Float64},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Dates.DateTime,1},UnitRange{Int64},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Float64,1},Array{Float64,1},UnitRange{Int64}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Float64,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Function,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Function,1},Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Function,1},Int64}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Int64,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{OHLC,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{String,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{String,1},Array{String,1},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Tuple{Int64,Int64},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Tuple{Int64,Real},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Union{Missing, Int64},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Plots.PortfolioComposition}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Plots.Spy}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{StepRange{Int64,Int64},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{UnitRange{Int64}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{typeof(log),Int64}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{AbstractArray{Float64,1},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Array{Float64,1},1},Array{Array{Float64,1},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Array{T,1} where T,1},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Array{T,1} where T,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Complex{Float64},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Dates.DateTime,1},UnitRange{Int64},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Float64,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Function,1},Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Int64,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{OHLC,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{String,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{String,1},Array{String,1},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Tuple{Int64,Int64},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Tuple{Int64,Real},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Union{Missing, Int64},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Plots.PortfolioComposition}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Plots.Spy}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{StepRange{Int64,Int64},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{UnitRange{Int64}}})
+    Base.precompile(Tuple{typeof(Plots._replace_markershape),Array{Symbol,2}})
+    Base.precompile(Tuple{typeof(Plots._replace_markershape),Shape})
+    Base.precompile(Tuple{typeof(Plots._slice_series_args!),Dict{Symbol,Any},Plots.Plot{Plots.GRBackend},Plots.Subplot{Plots.GRBackend},Int64})
+    Base.precompile(Tuple{typeof(Plots._slice_series_args!),Dict{Symbol,Any},Plots.Plot{Plots.PlotlyBackend},Plots.Subplot{Plots.PlotlyBackend},Int64})
+    Base.precompile(Tuple{typeof(Plots._slice_series_args!),RecipesPipeline.DefaultsDict,Plots.Plot{Plots.GRBackend},Plots.Subplot{Plots.GRBackend},Int64})
+    Base.precompile(Tuple{typeof(Plots._slice_series_args!),RecipesPipeline.DefaultsDict,Plots.Plot{Plots.PlotlyBackend},Plots.Subplot{Plots.PlotlyBackend},Int64})
+    Base.precompile(Tuple{typeof(Plots._transform_ticks),Nothing})
+    Base.precompile(Tuple{typeof(Plots._transform_ticks),StepRange{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots._transform_ticks),Symbol})
+    Base.precompile(Tuple{typeof(Plots._transform_ticks),UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(Plots._update_clims),Float64,Float64,Float64,Float64})
+    Base.precompile(Tuple{typeof(Plots._update_clims),Float64,Float64,Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots._update_min_padding!),Plots.GridLayout})
+    Base.precompile(Tuple{typeof(Plots._update_plot_args),Plots.Plot{Plots.GRBackend},RecipesPipeline.DefaultsDict})
+    Base.precompile(Tuple{typeof(Plots._update_plot_args),Plots.Plot{Plots.PlotlyBackend},RecipesPipeline.DefaultsDict})
+    Base.precompile(Tuple{typeof(Plots._update_subplot_args),Plots.Plot{Plots.GRBackend},Plots.Subplot{Plots.GRBackend},Dict{Symbol,Any},Int64,Bool})
+    Base.precompile(Tuple{typeof(Plots._update_subplot_args),Plots.Plot{Plots.PlotlyBackend},Plots.Subplot{Plots.PlotlyBackend},Dict{Symbol,Any},Int64,Bool})
+    Base.precompile(Tuple{typeof(Plots._update_subplot_periphery),Plots.Subplot{Plots.GRBackend},Array{Any,1}})
+    Base.precompile(Tuple{typeof(Plots._update_subplot_periphery),Plots.Subplot{Plots.PlotlyBackend},Array{Any,1}})
+    Base.precompile(Tuple{typeof(Plots.allStyles),Symbol})
+    Base.precompile(Tuple{typeof(Plots.attr),Plots.EmptyLayout,Symbol,Symbol})
+    Base.precompile(Tuple{typeof(Plots.attr),Plots.EmptyLayout,Symbol})
+    Base.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}}}})
+    Base.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}}}})
+    Base.precompile(Tuple{typeof(Plots.bottompad),Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.build_layout),Plots.GridLayout,Int64})
+    Base.precompile(Tuple{typeof(Plots.calc_num_subplots),Plots.EmptyLayout})
+    Base.precompile(Tuple{typeof(Plots.convertLegendValue),Bool})
+    Base.precompile(Tuple{typeof(Plots.convertLegendValue),Symbol})
+    Base.precompile(Tuple{typeof(Plots.convert_to_polar),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1},Tuple{Int64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.create_grid),Expr})
+    Base.precompile(Tuple{typeof(Plots.discrete_value!),Plots.Axis,Array{String,1}})
+    Base.precompile(Tuple{typeof(Plots.discrete_value!),Plots.Axis,Array{Union{Missing, Float64},1}})
+    Base.precompile(Tuple{typeof(Plots.error_coords),Array{Float64,1},Array{Float64,1},Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    Base.precompile(Tuple{typeof(Plots.error_coords),Array{Float64,1},Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.error_zipit),Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,Array{Int64,1}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,Base.OneTo{Int64}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,StepRange{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,Surface{Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(Plots.extend_by_data!),Array{Float64,1},Float64})
+    Base.precompile(Tuple{typeof(Plots.fakedata),Int64,Vararg{Int64,N} where N})
+    Base.precompile(Tuple{typeof(Plots.get_clims),Plots.Subplot{Plots.GRBackend},Plots.Series,Function})
+    Base.precompile(Tuple{typeof(Plots.get_fillcolor),Plots.Series,Tuple{Float64,Float64},Int64})
+    Base.precompile(Tuple{typeof(Plots.get_fillcolor),Plots.Series,Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.get_gradient),PlotUtils.ContinuousColorGradient})
+    Base.precompile(Tuple{typeof(Plots.get_linecolor),Plots.Series,Tuple{Float64,Float64},Int64})
+    Base.precompile(Tuple{typeof(Plots.get_linecolor),Plots.Series,Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.get_minor_ticks),Plots.Subplot{Plots.GRBackend},Plots.Axis,Tuple{Array{Float64,1},Array{Any,1}}})
+    Base.precompile(Tuple{typeof(Plots.get_minor_ticks),Plots.Subplot{Plots.GRBackend},Plots.Axis,Tuple{Array{Float64,1},Array{String,1}}})
+    Base.precompile(Tuple{typeof(Plots.get_minor_ticks),Plots.Subplot{Plots.GRBackend},Plots.Axis,Tuple{Array{Int64,1},Array{String,1}}})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),ColorPalette,Plots.Subplot{Plots.PlotlyBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),Int64,Plots.Subplot{Plots.GRBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),Int64,Plots.Subplot{Plots.PlotlyBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),PlotUtils.ContinuousColorGradient,Plots.Subplot{Plots.GRBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),PlotUtils.ContinuousColorGradient,Plots.Subplot{Plots.PlotlyBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),RGBA{Float64},Plots.Subplot{Plots.GRBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),RGBA{Float64},Plots.Subplot{Plots.PlotlyBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),Symbol,Plots.Subplot{Plots.GRBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),Symbol,Plots.Subplot{Plots.PlotlyBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_subplot),Plots.Plot{Plots.GRBackend},Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.get_subplot),Plots.Plot{Plots.PlotlyBackend},Plots.Subplot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(Plots.get_thickness_scaling),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.get_xy),OHLC{Float64},Int64,Float64})
+    Base.precompile(Tuple{typeof(Plots.gr_axis_height),Plots.Subplot{Plots.GRBackend},Plots.Axis})
+    Base.precompile(Tuple{typeof(Plots.gr_axis_width),Plots.Subplot{Plots.GRBackend},Plots.Axis})
+    Base.precompile(Tuple{typeof(Plots.gr_display),Plots.Subplot{Plots.GRBackend},Measures.Length{:mm,Float64},Measures.Length{:mm,Float64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_colorbar),Plots.GRColorbar,Plots.Subplot{Plots.GRBackend},Tuple{Float64,Float64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_marker),Plots.Series,Float64,Float64,Tuple{Float64,Float64},Int64,Float64,Float64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_marker),Plots.Series,Float64,Float64,Tuple{Float64,Float64},Int64,Int64,Int64,Shape})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_marker),Plots.Series,Float64,Float64,Tuple{Float64,Float64},Int64,Int64,Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_marker),Plots.Series,Int64,Float64,Tuple{Float64,Float64},Int64,Float64,Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_marker),Plots.Series,Int64,Float64,Tuple{Float64,Float64},Int64,Int64,Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_marker),Plots.Series,Int64,Int64,Tuple{Float64,Float64},Int64,Int64,Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Array{Float64,1},Array{Float64,1},Tuple{Float64,Float64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Array{Float64,1},Array{Float64,1},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Array{Int64,1},Array{Float64,1},Tuple{Float64,Float64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Array{Int64,1},Array{Float64,1},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Array{Int64,1},Array{Int64,1},Tuple{Float64,Float64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Array{Int64,1},Array{Int64,1},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Base.OneTo{Int64},Array{Float64,1},Tuple{Float64,Float64},Array{Float64,1},Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Base.OneTo{Int64},Array{Float64,1},Tuple{Float64,Float64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Base.OneTo{Int64},Array{Float64,1},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Float64,Float64,Tuple{Float64,Float64},Float64,Float64})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1},Tuple{Float64,Float64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_fill_viewport),Array{Float64,1},RGBA{Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_get_ticks_size),Tuple{Array{Float64,1},Array{Any,1}},Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_get_ticks_size),Tuple{Array{Float64,1},Array{String,1}},Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_get_ticks_size),Tuple{Array{Int64,1},Array{String,1}},Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_legend_pos),Plots.Subplot{Plots.GRBackend},Float64,Float64,Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.gr_polaraxes),Int64,Float64,Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.gr_polyline),Array{Float64,1},Array{Float64,1},Function})
+    Base.precompile(Tuple{typeof(Plots.gr_set_bordercolor),RGBA{Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_set_fill),RGBA{Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_set_gradient),PlotUtils.ContinuousColorGradient})
+    Base.precompile(Tuple{typeof(Plots.gr_set_line),Float64,Symbol,RGBA{Float64},Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.gr_set_line),Int64,Symbol,RGBA{Float64},Plots.Series})
+    Base.precompile(Tuple{typeof(Plots.gr_set_markercolor),RGBA{Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_set_textcolor),RGBA{Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_set_transparency),RGBA{Float64},Float64})
+    Base.precompile(Tuple{typeof(Plots.gr_set_transparency),RGBA{Float64},Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_set_transparency),RGBA{Float64},Nothing})
+    Base.precompile(Tuple{typeof(Plots.gr_text_size),String})
+    Base.precompile(Tuple{typeof(Plots.gr_tick_label),Plots.Axis,String})
+    Base.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}})
+    Base.precompile(Tuple{typeof(Plots.gr_w3tondc),Float64,Float64,Float64})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),Array{Float64,1},Symbol,Array{Float64,1},Symbol,Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),Array{Float64,1},Symbol,UnitRange{Int64},Symbol,Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),Array{Float64,1},Symbol})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),Base.OneTo{Int64},Symbol,Base.OneTo{Int64},Symbol,Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),Base.OneTo{Int64},Symbol})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Symbol,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Symbol,Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Symbol})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),UnitRange{Int64},Symbol})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_extrema),Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_extrema),Array{Float64,2}})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_extrema),Base.OneTo{Int64}})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_extrema),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}}})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_extrema),StepRange{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_maximum),Base.OneTo{Int64}})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_minimum),Array{Int64,1}})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_minimum),Base.OneTo{Int64}})
+    Base.precompile(Tuple{typeof(Plots.intersection_point),Float64,Float64,Float64,Float64,Float64,Float64})
+    Base.precompile(Tuple{typeof(Plots.is_2tuple),Int64})
+    Base.precompile(Tuple{typeof(Plots.is_2tuple),Symbol})
+    Base.precompile(Tuple{typeof(Plots.is_2tuple),Tuple{Array{Float64,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots.is_2tuple),Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.is_2tuple),Tuple{Int64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.is_2tuple),Tuple{Int64,Int64}})
+    Base.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}}}}})
+    Base.precompile(Tuple{typeof(Plots.is_marker_supported),Plots.Stroke})
+    Base.precompile(Tuple{typeof(Plots.is_marker_supported),Shape})
+    Base.precompile(Tuple{typeof(Plots.is_uniformly_spaced),Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.ispolar),Plots.Subplot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(Plots.labelfunc),Symbol,Plots.GRBackend})
+    Base.precompile(Tuple{typeof(Plots.layout_args),Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots.layout_args),Int64,Plots.GridLayout})
+    Base.precompile(Tuple{typeof(Plots.layout_args),Int64,Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.layout_args),Int64})
+    Base.precompile(Tuple{typeof(Plots.layout_args),Plots.GridLayout})
+    Base.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}}}})
+    Base.precompile(Tuple{typeof(Plots.leftpad),Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.link_axes!),Plots.Axis})
+    Base.precompile(Tuple{typeof(Plots.link_axes!),Plots.Subplot{Plots.GRBackend},Symbol})
+    Base.precompile(Tuple{typeof(Plots.link_axes!),Plots.Subplot{Plots.PlotlyBackend},Symbol})
+    Base.precompile(Tuple{typeof(Plots.locate_annotation),Plots.Subplot{Plots.GRBackend},Int64,Float64,Plots.PlotText})
+    Base.precompile(Tuple{typeof(Plots.make_fillrange_side),UnitRange{Int64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.make_fillrange_side),UnitRange{Int64},Int64})
+    Base.precompile(Tuple{typeof(Plots.make_fillrange_side),UnitRange{Int64},LinRange{Float64}})
+    Base.precompile(Tuple{typeof(Plots.make_fillrange_side),UnitRange{Int64},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}}})
+    Base.precompile(Tuple{typeof(Plots.make_steps),Nothing,Symbol})
+    Base.precompile(Tuple{typeof(Plots.optimal_ticks_and_labels),Plots.Subplot{Plots.GRBackend},Plots.Axis,StepRange{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.optimal_ticks_and_labels),Plots.Subplot{Plots.GRBackend},Plots.Axis,UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(Plots.plotarea!),Plots.GridLayout,Measures.BoundingBox{Tuple{Measures.Length{:mm,Float64},Measures.Length{:mm,Float64}},Tuple{Measures.Length{:mm,Float64},Measures.Length{:mm,Float64}}}})
+    Base.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}}}})
+    Base.precompile(Tuple{typeof(Plots.processFillArg),Dict{Symbol,Any},Bool})
+    Base.precompile(Tuple{typeof(Plots.processFillArg),Dict{Symbol,Any},Int64})
+    Base.precompile(Tuple{typeof(Plots.processFillArg),Dict{Symbol,Any},Symbol})
+    Base.precompile(Tuple{typeof(Plots.processFontArg!),Dict{Symbol,Any},Symbol,Int64})
+    Base.precompile(Tuple{typeof(Plots.processFontArg!),Dict{Symbol,Any},Symbol,String})
+    Base.precompile(Tuple{typeof(Plots.processFontArg!),Dict{Symbol,Any},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(Plots.processGridArg!),Dict{Symbol,Any},Bool,Symbol})
+    Base.precompile(Tuple{typeof(Plots.processGridArg!),Dict{Symbol,Any},Float64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.processGridArg!),Dict{Symbol,Any},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.processGridArg!),Dict{Symbol,Any},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(Plots.processGridArg!),RecipesPipeline.DefaultsDict,Bool,Symbol})
+    Base.precompile(Tuple{typeof(Plots.processLineArg),Dict{Symbol,Any},Array{Symbol,2}})
+    Base.precompile(Tuple{typeof(Plots.processLineArg),Dict{Symbol,Any},Float64})
+    Base.precompile(Tuple{typeof(Plots.processLineArg),Dict{Symbol,Any},Int64})
+    Base.precompile(Tuple{typeof(Plots.processLineArg),Dict{Symbol,Any},Symbol})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Array{Symbol,2}})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Bool})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Float64})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Int64})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Plots.Stroke})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},RGBA{Float64}})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Shape})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Symbol})
+    Base.precompile(Tuple{typeof(Plots.processMinorGridArg!),Dict{Symbol,Any},Bool,Symbol})
+    Base.precompile(Tuple{typeof(Plots.process_annotation),Plots.Subplot{Plots.GRBackend},Int64,Float64,Plots.PlotText})
+    Base.precompile(Tuple{typeof(Plots.process_annotation),Plots.Subplot{Plots.PlotlyBackend},Int64,Float64,Plots.PlotText})
+    Base.precompile(Tuple{typeof(Plots.process_axis_arg!),Dict{Symbol,Any},StepRange{Int64,Int64},Symbol})
+    Base.precompile(Tuple{typeof(Plots.process_axis_arg!),Dict{Symbol,Any},String,Symbol})
+    Base.precompile(Tuple{typeof(Plots.process_axis_arg!),Dict{Symbol,Any},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(Plots.process_axis_arg!),Dict{Symbol,Any},Tuple{Int64,Int64},Symbol})
+    Base.precompile(Tuple{typeof(Plots.process_clims),Symbol})
+    Base.precompile(Tuple{typeof(Plots.reset_axis_defaults_byletter!)})
+    Base.precompile(Tuple{typeof(Plots.rightpad),Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.rowsize),Expr})
+    Base.precompile(Tuple{typeof(Plots.rowsize),Symbol})
+    Base.precompile(Tuple{typeof(Plots.series_annotations),Array{Any,1}})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Array{Float64,2},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Array{Measures.Length{:mm,Float64},2},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Array{PlotUtils.ContinuousColorGradient,2},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Array{RGBA{Float64},2},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Array{String,2},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Array{Symbol,2},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Base.ReshapedArray{Int64,2,UnitRange{Int64},Tuple{}},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Bool,Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Float64,Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Function,Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Nothing,Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),RGBA{Float64},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),StepRange{Int64,Int64},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),String,Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Symbol,Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Tuple{Float64,Float64},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Tuple{Int64,Float64},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Tuple{Int64,Int64},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),UnitRange{Int64},Int64})
+    Base.precompile(Tuple{typeof(Plots.straightline_data),Tuple{Float64,Float64},Tuple{Float64,Float64},Array{Float64,1},Array{Float64,1},Int64})
+    Base.precompile(Tuple{typeof(Plots.toppad),Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.transpose_z),Plots.Series,Array{Float64,2},Bool})
+    Base.precompile(Tuple{typeof(Plots.update_child_bboxes!),Plots.Subplot{Plots.GRBackend},Array{Measures.Length{:mm,Float64},1}})
+    Base.precompile(Tuple{typeof(Plots.widen),Float64,Float64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Array{Any,1}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Bool})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Float64})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Int64})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Nothing})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Plots.SeriesAnnotations})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Array{Symbol,2},Int64,Float64,Plots.Stroke}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Array{Symbol,2},Int64}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Int64,Array{Symbol,2}}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Int64,Float64,Symbol,Plots.Stroke}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Int64,Float64,Symbol}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Int64,String}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Int64,Symbol,Float64,Array{Symbol,2}}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Int64,Symbol,Symbol}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Int64,Symbol}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{LinRange{Float64},LinRange{Float64}}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Shape,Int64,RGBA{Float64}}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{String,Symbol}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{String,Tuple{Int64,Int64},StepRange{Int64,Int64},Symbol}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Symbol,Float64,Plots.Stroke}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Symbol,Int64}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Symbol,Symbol,Int64,Symbol,Float64}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Symbol,Symbol,Symbol,Int64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Array{Complex{Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Array{OHLC,1}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Plots.PortfolioComposition})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Plots.Spy})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:bar}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:bar}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:contour}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:contour}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:heatmap}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:heatmap}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:histogram2d}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:histogram2d}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:histogram}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:histogram}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:hline}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:hline}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:image}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:path}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:path}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:pie}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:pie}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:scatter}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:scatter}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:shape}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:shape}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:spy}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:spy}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:vline}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:vline}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:wireframe}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:wireframe}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:xerror}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:xerror}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:yerror}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:yerror}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:zerror}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:zerror}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:barbins}},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:barhist}},Base.OneTo{Int64},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:bar}},Array{Float64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:bar}},Array{Int64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:bar}},Base.OneTo{Int64},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:bins2d}},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Surface{Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:histogram2d}},Array{Float64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:histogram}},Base.OneTo{Int64},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:hline}},Base.OneTo{Int64},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:line}},Base.OneTo{Int64},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:pie}},Array{String,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:steppost}},Array{Float64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:steppre}},Array{Float64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:steppre}},Array{Int64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:steppre}},Base.OneTo{Int64},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:sticks}},Array{Float64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:vline}},Base.OneTo{Int64},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:xerror}},Array{Float64,1},Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:xerror}},Array{Float64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:yerror}},Array{Float64,1},Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:yerror}},Array{Float64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:zerror}},Array{Float64,1},Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.is_seriestype_supported),Plots.Plot{Plots.GRBackend},Symbol})
+    Base.precompile(Tuple{typeof(RecipesPipeline.is_seriestype_supported),Plots.Plot{Plots.PlotlyBackend},Symbol})
+    Base.precompile(Tuple{typeof(RecipesPipeline.preprocess_attributes!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.preprocess_attributes!),Plots.Plot{Plots.GRBackend},RecipesPipeline.DefaultsDict})
+    Base.precompile(Tuple{typeof(RecipesPipeline.preprocess_attributes!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.preprocess_attributes!),Plots.Plot{Plots.PlotlyBackend},RecipesPipeline.DefaultsDict})
+    Base.precompile(Tuple{typeof(RecipesPipeline.process_userrecipe!),Plots.Plot{Plots.GRBackend},Array{Dict{Symbol,Any},1},Dict{Symbol,Any}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.process_userrecipe!),Plots.Plot{Plots.PlotlyBackend},Array{Dict{Symbol,Any},1},Dict{Symbol,Any}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.GRBackend},Symbol,Array{Int64,1},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.GRBackend},Symbol,Array{String,1},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.GRBackend},Symbol,Array{Symbol,2},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.GRBackend},Symbol,Plots.GridLayout,Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.GRBackend},Symbol,Plots.Plot{Plots.GRBackend},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.GRBackend},Symbol,String,Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.GRBackend},Symbol,Symbol,Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.PlotlyBackend},Symbol,Array{Int64,1},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.PlotlyBackend},Symbol,Array{String,1},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.PlotlyBackend},Symbol,Array{Symbol,2},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.PlotlyBackend},Symbol,Plots.GridLayout,Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.PlotlyBackend},Symbol,Plots.Plot{Plots.PlotlyBackend},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.PlotlyBackend},Symbol,String,Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.PlotlyBackend},Symbol,Symbol,Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{AbstractArray{Float64,1},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Array{Float64,1},1},Vararg{Array{Array{Float64,1},1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Array{T,1} where T,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Array{T,1} where T,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Complex{Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Dates.DateTime,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Float64,2}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Function,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Int64,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{OHLC,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Tuple{Int64,Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Union{Missing, Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Formatted{Array{Int64,1}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Int64,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Nothing,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Plots.PortfolioComposition})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Plots.Spy})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,RecipesPipeline.GroupBy,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,StepRange{Int64,Int64},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Type,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{AbstractArray{Float64,1},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Array{Float64,1},1},Vararg{Array{Array{Float64,1},1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Array{T,1} where T,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Array{T,1} where T,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Complex{Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Dates.DateTime,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Float64,2}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Function,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Int64,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{OHLC,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Tuple{Int64,Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Union{Missing, Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Formatted{Array{Int64,1}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Int64,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Nothing,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Plots.PortfolioComposition})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Plots.Spy})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,RecipesPipeline.GroupBy,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,StepRange{Int64,Int64},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Type,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Array{Array{Float64,1},1},Vararg{Array{Array{Float64,1},1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Array{Array{T,1} where T,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Array{Dates.DateTime,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Array{Function,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Formatted{Array{Int64,1}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Int64,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Nothing,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,RecipesPipeline.GroupBy,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,StepRange{Int64,Int64},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Type,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipesPipeline.DefaultsDict,Symbol,Symbol})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{AbstractArray{Float64,1},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Array{Float64,1},1},Vararg{Array{Array{Float64,1},1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Array{T,1} where T,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Array{T,1} where T,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Complex{Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Dates.DateTime,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Float64,2}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Function,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Int64,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{OHLC,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Tuple{Int64,Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Union{Missing, Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Formatted{Array{Int64,1}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Nothing,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Plots.PortfolioComposition})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Plots.Spy})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,RecipesPipeline.GroupBy,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,StepRange{Int64,Int64},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Type,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{AbstractArray{Float64,1},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Array{Float64,1},1},Vararg{Array{Array{Float64,1},1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Array{T,1} where T,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Array{T,1} where T,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Complex{Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Dates.DateTime,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Float64,2}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Function,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Int64,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{OHLC,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Tuple{Int64,Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Union{Missing, Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Formatted{Array{Int64,1}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Nothing,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Plots.PortfolioComposition})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Plots.Spy})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,RecipesPipeline.GroupBy,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,StepRange{Int64,Int64},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Type,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{Array{Float64,1},1},Vararg{Array{Array{Float64,1},1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{Array{T,1} where T,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{Dates.DateTime,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{Function,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Formatted{Array{Int64,1}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Nothing,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,RecipesPipeline.GroupBy,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,StepRange{Int64,Int64},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Type,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipesPipeline.DefaultsDict,Symbol,Symbol})
+    Base.precompile(Tuple{typeof(annotate!),Array{Tuple{Int64,Float64,Plots.PlotText},1}})
+    Base.precompile(Tuple{typeof(arrow),Int64})
+    Base.precompile(Tuple{typeof(backend),Plots.PlotlyBackend})
+    Base.precompile(Tuple{typeof(bar),Array{Float64,1}})
+    Base.precompile(Tuple{typeof(bbox),Float64,Float64,Float64,Float64})
+    Base.precompile(Tuple{typeof(bbox),Measures.Length{:mm,Float64},Measures.Length{:mm,Float64},Measures.Length{:mm,Float64},Measures.Length{:mm,Float64}})
+    Base.precompile(Tuple{typeof(contour),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(convert),Type{AbstractBackend},Plots.PlotlyBackend})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_colorgradient),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_fillalpha),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linealpha),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linestyle),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linewidth),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.gr_color),Tuple{Array{RGBA{Float64},1}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.gr_tick_label),Tuple{Tuple{Plots.Axis},Array{String,1}}}})
+    Base.precompile(Tuple{typeof(copyto!),Array{Any,1},Tuple{String,String,String,String,String,Plots.PlotText}})
+    Base.precompile(Tuple{typeof(deepcopy),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(deepcopy),Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(default),Symbol,Bool})
+    Base.precompile(Tuple{typeof(default),Symbol,Int64})
+    Base.precompile(Tuple{typeof(default),Symbol,String})
+    Base.precompile(Tuple{typeof(default),Symbol,Symbol})
+    Base.precompile(Tuple{typeof(enumerate),Tuple{Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}}})
+    Base.precompile(Tuple{typeof(enumerate),Tuple{Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}}})
+    Base.precompile(Tuple{typeof(enumerate),Tuple{Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}}})
+    Base.precompile(Tuple{typeof(enumerate),Tuple{Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}}})
+    Base.precompile(Tuple{typeof(font),String,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(frame),Animation,Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(get),Dict{Plots.Subplot,Any},Plots.Subplot{Plots.GRBackend},Dict{Symbol,Any}})
+    Base.precompile(Tuple{typeof(get),Dict{Plots.Subplot,Any},Plots.Subplot{Plots.PlotlyBackend},Dict{Symbol,Any}})
+    Base.precompile(Tuple{typeof(get),RecipesPipeline.DefaultsDict,Symbol,Plots.Arrow})
+    Base.precompile(Tuple{typeof(get),RecipesPipeline.DefaultsDict,Symbol,Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(get),RecipesPipeline.DefaultsDict,Symbol,Plots.Subplot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(getproperty),Plots.Arrow,Symbol})
+    Base.precompile(Tuple{typeof(getproperty),Plots.SeriesAnnotations,Symbol})
+    Base.precompile(Tuple{typeof(haskey),Dict{Symbol,Symbol},Shape})
+    Base.precompile(Tuple{typeof(heatmap),Array{Dates.DateTime,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(in),Plots.Arrow,Tuple{Bool,Nothing,Symbol}})
+    Base.precompile(Tuple{typeof(in),Plots.Subplot{Plots.GRBackend},Array{Plots.Subplot,1}})
+    Base.precompile(Tuple{typeof(in),Plots.Subplot{Plots.PlotlyBackend},Array{Plots.Subplot,1}})
+    Base.precompile(Tuple{typeof(iter_segments),Array{Float64,1},Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(iter_segments),Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(iter_segments),Array{Int64,1},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(iter_segments),Base.OneTo{Int64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(iter_segments),Base.OneTo{Int64},UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(iter_segments),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(iter_segments),StepRange{Int64,Int64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(iter_segments),UnitRange{Int64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}}},Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}}},Tuple{Int64}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}}},Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}}},Tuple{Int64}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}}},Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}}},Tuple{Int64}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}}},Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}}},Tuple{Int64}})
+    Base.precompile(Tuple{typeof(ohlc),Array{OHLC,1}})
+    Base.precompile(Tuple{typeof(plot!),Array{Float64,2}})
+    Base.precompile(Tuple{typeof(plot!),Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Float64,2}})
+    Base.precompile(Tuple{typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{Float64,2}})
+    Base.precompile(Tuple{typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{typeof(plot),Array{Tuple{Int64,Int64},1}})
+    Base.precompile(Tuple{typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Vararg{Plots.Plot{Plots.GRBackend},N} where N})
+    Base.precompile(Tuple{typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(plot),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Vararg{Plots.Plot{Plots.PlotlyBackend},N} where N})
+    Base.precompile(Tuple{typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Function})
+    Base.precompile(Tuple{typeof(push!),Plots.Plot{Plots.GRBackend},Float64,Array{Float64,1}})
+    Base.precompile(Tuple{typeof(push!),Segments{Float64},Float64,Float64,Float64,Float64,Vararg{Float64,N} where N})
+    Base.precompile(Tuple{typeof(push!),Segments{Float64},Float64,Int64,Int64,Float64,Vararg{Float64,N} where N})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64,Float64}},Tuple{Float64,Float64,Float64},Tuple{Float64,Float64,Float64}})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64}},Tuple{Float64,Float64},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64}},Tuple{Float64,Int64},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64}},Tuple{Float64,Int64},Tuple{Float64,Int64}})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64}},Tuple{Int64,Float64},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64}},Tuple{Int64,Float64},Tuple{Int64,Float64}})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64}},Tuple{Int64,Int64},Tuple{Float64,Int64}})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64}},Tuple{Int64,Int64},Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Any,Any},Plots.Plot{Plots.GRBackend},Int64})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Any,Any},Plots.Plot{Plots.PlotlyBackend},Int64})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Any,Plots.Subplot},Plots.Subplot{Plots.GRBackend},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Any,Plots.Subplot},Plots.Subplot{Plots.PlotlyBackend},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Plots.Subplot,Any},Dict{Symbol,Any},Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Plots.Subplot,Any},Dict{Symbol,Any},Plots.Subplot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Plots.Arrow,Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Plots.GridLayout,Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Plots.Subplot{Plots.GRBackend},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Plots.Subplot{Plots.PlotlyBackend},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Tuple{Array{Symbol,2},Int64,Float64,Plots.Stroke},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Tuple{Int64,Float64,Plots.PlotText},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Tuple{Int64,Float64,Symbol,Plots.Stroke},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Tuple{Shape,Int64,RGBA{Float64}},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Tuple{Symbol,Float64,Plots.Stroke},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Plots.Axis,Array{Any,1},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Plots.Axis,Array{Float64,1},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Plots.Axis,Dict{Any,Any},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Plots.Axis,Plots.Extrema,Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Plots.GridLayout,Plots.EmptyLayout,Int64,Int64})
+    Base.precompile(Tuple{typeof(setindex!),Plots.GridLayout,Plots.GridLayout,Int64,Int64})
+    Base.precompile(Tuple{typeof(setindex!),Plots.Plot{Plots.GRBackend},RGBA{Float64},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Plots.Plot{Plots.PlotlyBackend},RGBA{Float64},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),RecipesPipeline.DefaultsDict,Array{Tuple{Int64,Float64,Plots.PlotText},1},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),RecipesPipeline.DefaultsDict,Plots.Arrow,Symbol})
+    Base.precompile(Tuple{typeof(setindex!),RecipesPipeline.DefaultsDict,Plots.GridLayout,Symbol})
+    Base.precompile(Tuple{typeof(setindex!),RecipesPipeline.DefaultsDict,Plots.Subplot{Plots.GRBackend},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),RecipesPipeline.DefaultsDict,Plots.Subplot{Plots.PlotlyBackend},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),RecipesPipeline.DefaultsDict,Tuple{Int64,Float64,Plots.PlotText},Symbol})
+    Base.precompile(Tuple{typeof(setproperty!),Plots.GridLayout,Symbol,Measures.BoundingBox{Tuple{Measures.Length{:mm,Float64},Measures.Length{:mm,Float64}},Tuple{Measures.Length{:mm,Float64},Measures.Length{:mm,Float64}}}})
+    Base.precompile(Tuple{typeof(show),IOStream,MIME{Symbol("image/png")},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(similar),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.contour_levels),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}},Base.RefValue{Tuple{Float64,Float64}}}},Type{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}}}})
+    Base.precompile(Tuple{typeof(similar),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_colorgradient),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Type{PlotUtils.ContinuousColorGradient}})
+    Base.precompile(Tuple{typeof(similar),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_fillalpha),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Type{Nothing}})
+    Base.precompile(Tuple{typeof(similar),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linealpha),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Type{Nothing}})
+    Base.precompile(Tuple{typeof(similar),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linecolor),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}},Base.RefValue{Tuple{Float64,Float64}}}},Type{PlotUtils.ContinuousColorGradient}})
+    Base.precompile(Tuple{typeof(similar),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linestyle),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Type{Symbol}})
+    Base.precompile(Tuple{typeof(similar),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linewidth),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Type{Int64}})
+    Base.precompile(Tuple{typeof(stroke),Int64,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(text),String,Int64,Symbol,Vararg{Symbol,N} where N})
+    Base.precompile(Tuple{typeof(text),String,Symbol,Int64,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(text),String,Symbol})
+    Base.precompile(Tuple{typeof(title!),String})
+    Base.precompile(Tuple{typeof(vcat),Array{Any,1},Tuple{Int64,Float64,Plots.PlotText}})
+    Base.precompile(Tuple{typeof(vline!),Array{Int64,1}})
+    Base.precompile(Tuple{typeof(xgrid!),Plots.Plot{Plots.GRBackend},Symbol,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(xgrid!),Plots.Plot{Plots.PlotlyBackend},Symbol,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(xlims),Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(xlims),Plots.Subplot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(yaxis!),String,Symbol})
+    Base.precompile(Tuple{typeof(ylims),Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(ylims),Plots.Subplot{Plots.PlotlyBackend}})
+    isdefined(Plots, Symbol("##GridLayout#143")) && Base.precompile(Tuple{getfield(Plots, Symbol("##GridLayout#143")),Plots.RootLayout,Array{Float64,1},Array{Float64,1},Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}},Type{Plots.GridLayout},Int64,Vararg{Int64,N} where N})
+    isdefined(Plots, Symbol("##gr_polyline#339")) && Base.precompile(Tuple{getfield(Plots, Symbol("##gr_polyline#339")),Symbol,Symbol,typeof(Plots.gr_polyline),Array{Float64,1},Array{Float64,1},typeof(GR.fillarea)})
+    isdefined(Plots, Symbol("##gr_set_font#340")) && Base.precompile(Tuple{getfield(Plots, Symbol("##gr_set_font#340")),Symbol,Symbol,RGBA{Float64},Float64,typeof(Plots.gr_set_font),Plots.Font,Plots.Subplot{Plots.GRBackend}})
+    isdefined(Plots, Symbol("##gr_set_font#340")) && Base.precompile(Tuple{getfield(Plots, Symbol("##gr_set_font#340")),Symbol,Symbol,RGBA{Float64},Int64,typeof(Plots.gr_set_font),Plots.Font,Plots.Subplot{Plots.GRBackend}})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Any,NTuple{5,Symbol},NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String,Symbol}}},typeof(plot!),Array{Float64,1}})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol,Symbol},NamedTuple{(:marker, :series_annotations, :seriestype),Tuple{Tuple{Int64,Float64,Symbol},Array{Any,1},Symbol}}},typeof(plot!),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol,Symbol},NamedTuple{(:markersize, :c, :seriestype),Tuple{Int64,Symbol,Symbol}}},typeof(plot!),Array{Float64,1}})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol},NamedTuple{(:alpha, :seriestype),Tuple{Float64,Symbol}}},typeof(plot!),Array{GeometryBasics.Point{2,Float64},1}})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol},NamedTuple{(:line, :seriestype),Tuple{Tuple{Int64,Symbol,Float64,Array{Symbol,2}},Symbol}}},typeof(plot!),Array{Float64,2}})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol},NamedTuple{(:seriestype, :inset),Tuple{Symbol,Tuple{Int64,Measures.BoundingBox{Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}},Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}}}}}}},typeof(plot!),Array{Int64,1},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Array{Tuple{Int64,Float64,Plots.PlotText},1},Tuple{Symbol},NamedTuple{(:annotation,),Tuple{Array{Tuple{Int64,Float64,Plots.PlotText},1}}}},typeof(plot!)})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Int64,Tuple{Symbol},NamedTuple{(:w,),Tuple{Int64}}},typeof(plot!),Array{Float64,1},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,String,Tuple{Symbol},NamedTuple{(:title,),Tuple{String}}},typeof(plot!)})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Symbol,Tuple{Symbol},NamedTuple{(:seriestype,),Tuple{Symbol}}},typeof(plot!),Array{Int64,1}})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Tuple{String,Symbol},Tuple{Symbol},NamedTuple{(:yaxis,),Tuple{Tuple{String,Symbol}}}},typeof(plot!)})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}},typeof(plot!),Array{Float64,2}})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}},typeof(plot!),Array{Tuple{Int64,Real},1}})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,NTuple{5,Symbol},NamedTuple{(:lab, :w, :palette, :fill, :α),Tuple{String,Int64,PlotUtils.ContinuousColorGradient,Int64,Float64}}},typeof(plot),StepRange{Int64,Int64},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,NTuple{5,Symbol},NamedTuple{(:label, :title, :xlabel, :linewidth, :legend),Tuple{Array{String,2},String,String,Int64,Symbol}}},typeof(plot),Array{Function,1},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,NTuple{5,Symbol},NamedTuple{(:zcolor, :m, :leg, :cbar, :w),Tuple{StepRange{Int64,Int64},Tuple{Int64,Float64,Symbol,Plots.Stroke},Bool,Bool,Int64}}},typeof(plot),Array{Float64,1},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,NTuple{7,Symbol},NamedTuple{(:line, :marker, :bg, :fg, :xlim, :ylim, :leg),Tuple{Tuple{Int64,Symbol,Symbol},Tuple{Shape,Int64,RGBA{Float64}},Symbol,Symbol,Tuple{Int64,Int64},Tuple{Int64,Int64},Bool}}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol,Symbol},NamedTuple{(:line, :lab, :ms),Tuple{Tuple{Array{Symbol,2},Int64},Array{String,2},Int64}}},typeof(plot),Array{Array{T,1} where T,1},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol,Symbol},NamedTuple{(:line, :leg, :fill),Tuple{Int64,Bool,Tuple{Int64,Symbol}}}},typeof(plot),Function,Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol,Symbol},NamedTuple{(:line_z, :linewidth, :legend),Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Int64,Bool}}},typeof(plot),Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol,Symbol},NamedTuple{(:xlims, :ylims, :leg),Tuple{Tuple{Int64,Float64},Tuple{Int64,Int64},Bool}}},typeof(plot),Function,Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol},NamedTuple{(:leg, :seriestype),Tuple{Bool,Symbol}}},typeof(plot),Array{Function,1},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol},NamedTuple{(:proj, :m),Tuple{Symbol,Int64}}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Bool,Tuple{Symbol},NamedTuple{(:leg,),Tuple{Bool}}},typeof(plot),Array{Function,1},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Int64,Tuple{Symbol},NamedTuple{(:arrow,),Tuple{Int64}}},typeof(plot),Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##text#89")) && Base.precompile(Tuple{getfield(Plots, Symbol("##text#89")),Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}},typeof(text),String,Int64,Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##text#89")) && Base.precompile(Tuple{getfield(Plots, Symbol("##text#89")),Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}},typeof(text),String,Symbol,Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("#144#145")) && Base.precompile(Tuple{getfield(Plots, Symbol("#144#145")),Tuple{Int64,Expr}})
+    isdefined(Plots, Symbol("#144#145")) && Base.precompile(Tuple{getfield(Plots, Symbol("#144#145")),Tuple{Int64,Symbol}})
+    isdefined(Plots, Symbol("#146#147")) && Base.precompile(Tuple{getfield(Plots, Symbol("#146#147")),Tuple{Int64,Expr}})
+    isdefined(Plots, Symbol("#146#147")) && Base.precompile(Tuple{getfield(Plots, Symbol("#146#147")),Tuple{Int64,Symbol}})
+    isdefined(Plots, Symbol("#148#149")) && Base.precompile(Tuple{getfield(Plots, Symbol("#148#149")),Plots.Subplot{Plots.GRBackend}})
+    isdefined(Plots, Symbol("#148#149")) && Base.precompile(Tuple{getfield(Plots, Symbol("#148#149")),Plots.Subplot{Plots.PlotlyBackend}})
+    isdefined(Plots, Symbol("#281#314")) && Base.precompile(Tuple{getfield(Plots, Symbol("#281#314"))})
+end

deps/SnoopCompile/precompile/linux/1.3/precompile_Plots.jl

@@ -0,0 +1,956 @@
+function _precompile_()
+    ccall(:jl_generating_output, Cint, ()) == 1 || return nothing
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots._make_hist)),NamedTuple{(:normed, :weights),Tuple{Bool,Array{Int64,1}}},typeof(Plots._make_hist),Tuple{Array{Float64,1}},Symbol})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots._make_hist)),NamedTuple{(:normed, :weights),Tuple{Bool,Nothing}},typeof(Plots._make_hist),Tuple{Array{Float64,1},Array{Float64,1}},Int64})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots._make_hist)),NamedTuple{(:normed, :weights),Tuple{Bool,Nothing}},typeof(Plots._make_hist),Tuple{Array{Float64,1},Array{Float64,1}},Tuple{Int64,Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots._make_hist)),NamedTuple{(:normed, :weights),Tuple{Bool,Nothing}},typeof(Plots._make_hist),Tuple{Array{Float64,1}},Symbol})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:flip,),Tuple{Bool}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:formatter,),Tuple{Symbol}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:formatter,),Tuple{typeof(RecipesPipeline.datetimeformatter)}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:grid, :lims),Tuple{Bool,Tuple{Int64,Int64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:grid, :lims, :flip),Tuple{Bool,Tuple{Int64,Int64},Bool}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:grid,),Tuple{Bool}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:gridlinewidth, :grid, :gridalpha, :gridstyle, :foreground_color_grid),Tuple{Int64,Bool,Float64,Symbol,RGBA{Float64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:guide,),Tuple{String}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:lims, :flip, :ticks, :guide),Tuple{Tuple{Int64,Int64},Bool,StepRange{Int64,Int64},String}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:lims,),Tuple{Tuple{Float64,Float64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:lims,),Tuple{Tuple{Int64,Float64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:lims,),Tuple{Tuple{Int64,Int64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:rotation,),Tuple{Int64}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:scale, :guide),Tuple{Symbol,String}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:ticks,),Tuple{Nothing}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:ticks,),Tuple{UnitRange{Int64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.contour)),NamedTuple{(:fill,),Tuple{Bool}},typeof(contour),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.default)),NamedTuple{(:titlefont, :legendfontsize, :guidefont, :tickfont, :guide, :framestyle, :yminorgrid),Tuple{Tuple{Int64,String},Int64,Tuple{Int64,Symbol},Tuple{Int64,Symbol},String,Symbol,Bool}},typeof(default)})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(Plots.gr_polyline),Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(Plots.gr_polyline),Array{Int64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(Plots.gr_polyline),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(Plots.gr_polyline),StepRange{Int64,Int64},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(Plots.gr_polyline),UnitRange{Int64},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(Plots.gr_polyline),UnitRange{Int64},UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_set_font)),NamedTuple{(:halign, :valign, :rotation),Tuple{Symbol,Symbol,Int64}},typeof(Plots.gr_set_font),Plots.Font,Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_set_font)),NamedTuple{(:halign, :valign, :rotation, :color),Tuple{Symbol,Symbol,Int64,RGBA{Float64}}},typeof(Plots.gr_set_font),Plots.Font,Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.heatmap)),NamedTuple{(:aspect_ratio,),Tuple{Int64}},typeof(heatmap),Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.histogram)),NamedTuple{(:bins, :weights),Tuple{Symbol,Array{Int64,1}}},typeof(histogram),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.histogram2d)),NamedTuple{(:nbins, :show_empty_bins, :normed, :aspect_ratio),Tuple{Tuple{Int64,Int64},Bool,Bool,Int64}},typeof(histogram2d),Array{Complex{Float64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.histogram2d)),NamedTuple{(:nbins,),Tuple{Int64}},typeof(histogram2d),Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.hline!)),NamedTuple{(:line,),Tuple{Tuple{Int64,Symbol,Float64,Array{Symbol,2}}}},typeof(hline!),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.lens!)),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(lens!),Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.pie)),NamedTuple{(:title, :l),Tuple{String,Float64}},typeof(pie),Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:alpha, :seriestype),Tuple{Float64,Symbol}},typeof(plot!),Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:alpha, :seriestype),Tuple{Float64,Symbol}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:alpha, :seriestype),Tuple{Float64,Symbol}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:annotation,),Tuple{Array{Tuple{Int64,Float64,Plots.PlotText},1}}},typeof(plot!),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:annotation,),Tuple{Array{Tuple{Int64,Float64,Plots.PlotText},1}}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:annotation,),Tuple{Array{Tuple{Int64,Float64,Plots.PlotText},1}}},typeof(plot!)})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:line, :seriestype),Tuple{Tuple{Int64,Symbol,Float64,Array{Symbol,2}},Symbol}},typeof(plot!),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:line, :seriestype),Tuple{Tuple{Int64,Symbol,Float64,Array{Symbol,2}},Symbol}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:line, :seriestype),Tuple{Tuple{Int64,Symbol,Float64,Array{Symbol,2}},Symbol}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:marker, :series_annotations, :seriestype),Tuple{Tuple{Int64,Float64,Symbol},Array{Any,1},Symbol}},typeof(plot!),Plots.Plot{Plots.GRBackend},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:marker, :series_annotations, :seriestype),Tuple{Tuple{Int64,Float64,Symbol},Array{Any,1},Symbol}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:marker, :series_annotations, :seriestype),Tuple{Tuple{Int64,Float64,Symbol},Array{Any,1},Symbol}},typeof(plot!),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:markersize, :c, :seriestype),Tuple{Int64,Symbol,Symbol}},typeof(plot!),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:markersize, :c, :seriestype),Tuple{Int64,Symbol,Symbol}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:markersize, :c, :seriestype),Tuple{Int64,Symbol,Symbol}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:seriestype, :inset),Tuple{Symbol,Tuple{Int64,Measures.BoundingBox{Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}},Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}}}}}},typeof(plot!),Array{Int64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:seriestype, :inset),Tuple{Symbol,Tuple{Int64,Measures.BoundingBox{Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}},Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}}}}}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:seriestype, :inset),Tuple{Symbol,Tuple{Int64,Measures.BoundingBox{Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}},Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}}}}}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:seriestype,),Tuple{Symbol}},typeof(plot!),Array{Int64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:seriestype,),Tuple{Symbol}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Int64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:seriestype,),Tuple{Symbol}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{Int64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:title,),Tuple{String}},typeof(plot!),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:title,),Tuple{String}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:title,),Tuple{String}},typeof(plot!)})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:w,),Tuple{Int64}},typeof(plot!),Array{Float64,1},Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:w,),Tuple{Int64}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:xgrid,),Tuple{Tuple{Symbol,Symbol,Int64,Symbol,Float64}}},typeof(plot!),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:xgrid,),Tuple{Tuple{Symbol,Symbol,Int64,Symbol,Float64}}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:yaxis,),Tuple{Tuple{String,Symbol}}},typeof(plot!),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:yaxis,),Tuple{Tuple{String,Symbol}}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:yaxis,),Tuple{Tuple{String,Symbol}}},typeof(plot!)})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String,Symbol}},typeof(plot!),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String,Symbol}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String,Symbol}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:annotations, :leg),Tuple{Tuple{Int64,Float64,Plots.PlotText},Bool}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:arrow,),Tuple{Int64}},typeof(plot),Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:aspect_ratio, :seriestype),Tuple{Int64,Symbol}},typeof(plot),Array{String,1},Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:color, :line, :marker),Tuple{Array{Symbol,2},Tuple{Symbol,Int64},Tuple{Array{Symbol,2},Int64,Float64,Plots.Stroke}}},typeof(plot),Array{Array{T,1} where T,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:fill, :seriestype),Tuple{Bool,Symbol}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:framestyle, :title, :color, :layout, :label, :markerstrokewidth, :ticks, :seriestype),Tuple{Array{Symbol,2},Array{String,2},Base.ReshapedArray{Int64,2,UnitRange{Int64},Tuple{}},Int64,String,Int64,UnitRange{Int64},Symbol}},typeof(plot),Array{Array{Float64,1},1},Array{Array{Float64,1},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:grid, :title),Tuple{Tuple{Symbol,Symbol,Symbol,Int64,Float64},String}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:lab, :w, :palette, :fill, :α),Tuple{String,Int64,PlotUtils.ContinuousColorGradient,Int64,Float64}},typeof(plot),StepRange{Int64,Int64},Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:label, :title, :xlabel, :linewidth, :legend),Tuple{Array{String,2},String,String,Int64,Symbol}},typeof(plot),Array{Function,1},Float64,Vararg{Float64,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:label,),Tuple{Array{String,2}}},typeof(plot),Array{AbstractArray{Float64,1},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :group, :linetype, :linecolor),Tuple{Plots.GridLayout,Array{String,1},Array{Symbol,2},Symbol}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :label, :fillrange, :fillalpha),Tuple{Tuple{Int64,Int64},String,Int64,Float64}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Vararg{Plots.Plot{Plots.GRBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :label, :fillrange, :fillalpha),Tuple{Tuple{Int64,Int64},String,Int64,Float64}},typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Vararg{Plots.Plot{Plots.PlotlyBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :link),Tuple{Int64,Symbol}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :link),Tuple{Int64,Symbol}},typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :palette, :bg_inside),Tuple{Int64,Array{PlotUtils.ContinuousColorGradient,2},Array{Symbol,2}}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :t, :leg, :ticks, :border),Tuple{Plots.GridLayout,Array{Symbol,2},Bool,Nothing,Symbol}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :title, :titlelocation, :left_margin, :bottom_margin, :xrotation),Tuple{Plots.GridLayout,Array{String,2},Symbol,Array{Measures.Length{:mm,Float64},2},Measures.Length{:mm,Float64},Int64}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout,),Tuple{Plots.GridLayout}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Vararg{Plots.Plot{Plots.GRBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:legend,),Tuple{Bool}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Vararg{Plots.Plot{Plots.GRBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:legend,),Tuple{Bool}},typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Vararg{Plots.Plot{Plots.PlotlyBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:legend,),Tuple{Symbol}},typeof(plot),Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:legend,),Tuple{Symbol}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Vararg{Plots.Plot{Plots.GRBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:legend,),Tuple{Symbol}},typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Vararg{Plots.Plot{Plots.PlotlyBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:line, :lab, :ms),Tuple{Tuple{Array{Symbol,2},Int64},Array{String,2},Int64}},typeof(plot),Array{Array{T,1} where T,1},Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:line, :label, :legendtitle),Tuple{Tuple{Int64,Array{Symbol,2}},Array{String,2},String}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:line, :leg, :fill),Tuple{Int64,Bool,Tuple{Int64,Symbol}}},typeof(plot),Function,Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:line, :marker, :bg, :fg, :xlim, :ylim, :leg),Tuple{Tuple{Int64,Symbol,Symbol},Tuple{Shape,Int64,RGBA{Float64}},Symbol,Symbol,Tuple{Int64,Int64},Tuple{Int64,Int64},Bool}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:line_z, :linewidth, :legend),Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Int64,Bool}},typeof(plot),Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:m, :lab, :bg, :xlim, :ylim, :seriestype),Tuple{Tuple{Int64,Symbol},Array{String,2},Symbol,Tuple{Int64,Int64},Tuple{Int64,Int64},Symbol}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:marker,),Tuple{Bool}},typeof(plot),Array{Complex{Float64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:marker,),Tuple{Bool}},typeof(plot),Array{Union{Missing, Int64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:marker_z, :color, :legend, :seriestype),Tuple{typeof(+),Symbol,Bool,Symbol}},typeof(plot),Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:nbins, :seriestype),Tuple{Int64,Symbol}},typeof(plot),Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:proj, :m),Tuple{Symbol,Int64}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:reg, :fill),Tuple{Bool,Tuple{Int64,Symbol}}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:ribbon,),Tuple{Int64}},typeof(plot),UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:ribbon,),Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}}}},typeof(plot),UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:ribbon,),Tuple{Tuple{LinRange{Float64},LinRange{Float64}}}},typeof(plot),UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:ribbon,),Tuple{typeof(sqrt)}},typeof(plot),UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:seriestype,),Tuple{Symbol}},typeof(plot),Array{Dates.DateTime,1},UnitRange{Int64},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:seriestype,),Tuple{Symbol}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:title, :l, :seriestype),Tuple{String,Float64,Symbol}},typeof(plot),Array{String,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:title,),Tuple{Array{String,2}}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:title,),Tuple{Array{String,2}}},typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:title,),Tuple{String}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:title,),Tuple{String}},typeof(plot),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:title,),Tuple{String}},typeof(plot),Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:w,),Tuple{Int64}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:xaxis, :background_color, :leg),Tuple{Tuple{String,Tuple{Int64,Int64},StepRange{Int64,Int64},Symbol},RGB{Float64},Bool}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:zcolor, :m, :leg, :cbar, :w),Tuple{StepRange{Int64,Int64},Tuple{Int64,Float64,Symbol,Plots.Stroke},Bool,Bool,Int64}},typeof(plot),Array{Float64,1},Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.portfoliocomposition)),NamedTuple{(:labels,),Tuple{Array{String,2}}},typeof(portfoliocomposition),Array{Float64,2},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.scatter!)),NamedTuple{(:alpha,),Tuple{Float64}},typeof(scatter!),Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.scatter!)),NamedTuple{(:marker, :series_annotations),Tuple{Tuple{Int64,Float64,Symbol},Array{Any,1}}},typeof(scatter!),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.scatter!)),NamedTuple{(:markersize, :c),Tuple{Int64,Symbol}},typeof(scatter!),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.scatter!)),NamedTuple{(:zcolor, :m, :ms, :lab),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String}},typeof(scatter!),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.scatter)),NamedTuple{(:framestyle, :title, :color, :layout, :label, :markerstrokewidth, :ticks),Tuple{Array{Symbol,2},Array{String,2},Base.ReshapedArray{Int64,2,UnitRange{Int64},Tuple{}},Int64,String,Int64,UnitRange{Int64}}},typeof(scatter),Array{Array{Float64,1},1},Vararg{Array{Array{Float64,1},1},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.scatter)),NamedTuple{(:m, :lab, :bg, :xlim, :ylim),Tuple{Tuple{Int64,Symbol},Array{String,2},Symbol,Tuple{Int64,Int64},Tuple{Int64,Int64}}},typeof(scatter),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.scatter)),NamedTuple{(:marker_z, :color, :legend),Tuple{typeof(+),Symbol,Bool}},typeof(scatter),Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.test_examples)),NamedTuple{(:skip, :disp),Tuple{Array{Int64,1},Bool}},typeof(test_examples),Symbol})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.test_examples)),NamedTuple{(:skip,),Tuple{Array{Int64,1}}},typeof(test_examples),Symbol})
+    Base.precompile(Tuple{Core.var"#kw#Type",NamedTuple{(:label, :blank),Tuple{Symbol,Bool}},Type{Plots.EmptyLayout}})
+    Base.precompile(Tuple{Core.var"#kw#Type",NamedTuple{(:label, :width, :height),Tuple{Symbol,Symbol,Measures.Length{:pct,Float64}}},Type{Plots.EmptyLayout}})
+    Base.precompile(Tuple{Core.var"#kw#Type",NamedTuple{(:parent,),Tuple{Plots.GridLayout}},Type{Plots.Subplot},Plots.GRBackend})
+    Base.precompile(Tuple{Core.var"#kw#Type",NamedTuple{(:parent,),Tuple{Plots.GridLayout}},Type{Plots.Subplot},Plots.PlotlyBackend})
+    Base.precompile(Tuple{Core.var"#kw#Type",NamedTuple{(:parent,),Tuple{Plots.Subplot{Plots.GRBackend}}},Type{Plots.Subplot},Plots.GRBackend})
+    Base.precompile(Tuple{Core.var"#kw#Type",NamedTuple{(:parent,),Tuple{Plots.Subplot{Plots.PlotlyBackend}}},Type{Plots.Subplot},Plots.PlotlyBackend})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.contour_levels),Tuple{Array{Any,1},Base.RefValue{Tuple{Float64,Float64}}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.get_colorgradient),Tuple{Array{Any,1}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.get_fillalpha),Tuple{Array{Any,1}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.get_linealpha),Tuple{Array{Any,1}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.get_linecolor),Tuple{Array{Any,1},Base.RefValue{Tuple{Float64,Float64}}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.get_linestyle),Tuple{Array{Any,1}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.get_linewidth),Tuple{Array{Any,1}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.get_z_normalized),Tuple{Array{Float64,1},Float64,Float64}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.gr_color),Tuple{Array{RGBA{Float64},1}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.gr_tick_label),Tuple{Tuple{Plots.Axis},Array{String,1}}})
+    Base.precompile(Tuple{Type{Base.Generator},typeof(Plots.bottompad),Array{AbstractLayout,1}})
+    Base.precompile(Tuple{Type{Base.Generator},typeof(Plots.leftpad),Array{AbstractLayout,1}})
+    Base.precompile(Tuple{Type{Base.Generator},typeof(Plots.rightpad),Array{AbstractLayout,1}})
+    Base.precompile(Tuple{Type{Base.Generator},typeof(Plots.toppad),Array{AbstractLayout,1}})
+    Base.precompile(Tuple{Type{NamedTuple{(:annotations, :leg),T} where T<:Tuple},Tuple{Tuple{Int64,Float64,Plots.PlotText},Bool}})
+    Base.precompile(Tuple{Type{NamedTuple{(:color, :line, :marker),T} where T<:Tuple},Tuple{Array{Symbol,2},Tuple{Symbol,Int64},Tuple{Array{Symbol,2},Int64,Float64,Plots.Stroke}}})
+    Base.precompile(Tuple{Type{NamedTuple{(:layout, :group, :linetype, :linecolor),T} where T<:Tuple},Tuple{Plots.GridLayout,Array{String,1},Array{Symbol,2},Symbol}})
+    Base.precompile(Tuple{Type{NamedTuple{(:layout, :t, :leg, :ticks, :border),T} where T<:Tuple},Tuple{Plots.GridLayout,Array{Symbol,2},Bool,Nothing,Symbol}})
+    Base.precompile(Tuple{Type{NamedTuple{(:layout, :title, :titlelocation, :left_margin, :bottom_margin, :xrotation),T} where T<:Tuple},Tuple{Plots.GridLayout,Array{String,2},Symbol,Array{Measures.Length{:mm,Float64},2},Measures.Length{:mm,Float64},Int64}})
+    Base.precompile(Tuple{Type{NamedTuple{(:layout,),T} where T<:Tuple},Tuple{Plots.GridLayout}})
+    Base.precompile(Tuple{Type{NamedTuple{(:line, :marker, :bg, :fg, :xlim, :ylim, :leg),T} where T<:Tuple},Tuple{Tuple{Int64,Symbol,Symbol},Tuple{Shape,Int64,RGBA{Float64}},Symbol,Symbol,Tuple{Int64,Int64},Tuple{Int64,Int64},Bool}})
+    Base.precompile(Tuple{Type{NamedTuple{(:parent,),T} where T<:Tuple},Tuple{Plots.Subplot{Plots.GRBackend}}})
+    Base.precompile(Tuple{Type{NamedTuple{(:parent,),T} where T<:Tuple},Tuple{Plots.Subplot{Plots.PlotlyBackend}}})
+    Base.precompile(Tuple{Type{NamedTuple{(:zcolor, :m, :leg, :cbar, :w),T} where T<:Tuple},Tuple{StepRange{Int64,Int64},Tuple{Int64,Float64,Symbol,Plots.Stroke},Bool,Bool,Int64}})
+    Base.precompile(Tuple{Type{NamedTuple{(:zcolor, :m, :ms, :lab),T} where T<:Tuple},Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String}})
+    Base.precompile(Tuple{Type{Pair},Symbol,Plots.Arrow})
+    Base.precompile(Tuple{Type{Pair},Symbol,Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Type{Pair},Symbol,Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Type{Pair},Symbol,Plots.SeriesAnnotations})
+    Base.precompile(Tuple{Type{Pair},Symbol,Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{Type{Pair},Symbol,Plots.Subplot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Type{Pair},Symbol,Shape})
+    Base.precompile(Tuple{Type{Plots.Font},String,Int64,Symbol,Symbol,Float64,RGBA{Float64}})
+    Base.precompile(Tuple{Type{Plots.GridLayout},Int64,Vararg{Int64,N} where N})
+    Base.precompile(Tuple{Type{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Type{Plots.Plot},Plots.GRBackend,Int64,RecipesPipeline.DefaultsDict,Array{Plots.Series,1},Nothing,Array{Plots.Subplot,1},Dict{Any,Plots.Subplot},Plots.EmptyLayout,Array{Plots.Subplot,1},Bool})
+    Base.precompile(Tuple{Type{Plots.Plot},Plots.PlotlyBackend,Int64,RecipesPipeline.DefaultsDict,Array{Plots.Series,1},Nothing,Array{Plots.Subplot,1},Dict{Any,Plots.Subplot},Plots.EmptyLayout,Array{Plots.Subplot,1},Bool})
+    Base.precompile(Tuple{Type{Plots.SegmentsIterator},Tuple{Array{Float64,1},Array{Float64,1},Array{Float64,1}},Int64,Int64})
+    Base.precompile(Tuple{Type{Plots.SegmentsIterator},Tuple{Array{Float64,1},Array{Float64,1},UnitRange{Int64}},Int64,Int64})
+    Base.precompile(Tuple{Type{Shape},Array{Tuple{Float64,Float64},1}})
+    Base.precompile(Tuple{typeof(!=),Plots.Arrow,Nothing})
+    Base.precompile(Tuple{typeof(!=),Shape,Symbol})
+    Base.precompile(Tuple{typeof(*),Measures.Length{:mm,Float64},Measures.Length{:pct,Float64}})
+    Base.precompile(Tuple{typeof(==),Array{Tuple{Int64,Float64,Plots.PlotText},1},Symbol})
+    Base.precompile(Tuple{typeof(==),Plots.Arrow,Bool})
+    Base.precompile(Tuple{typeof(==),Plots.Axis,Symbol})
+    Base.precompile(Tuple{typeof(==),Plots.Extrema,Symbol})
+    Base.precompile(Tuple{typeof(==),Tuple{Int64,Float64,Plots.PlotText},Symbol})
+    Base.precompile(Tuple{typeof(Base.Broadcast.broadcasted),Function,Tuple{Plots.Axis},Array{String,1}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.copyto_nonleaf!),Array{Int64,1},Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linewidth),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Base.OneTo{Int64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Base.Broadcast.copyto_nonleaf!),Array{Nothing,1},Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_fillalpha),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Base.OneTo{Int64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Base.Broadcast.copyto_nonleaf!),Array{Nothing,1},Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linealpha),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Base.OneTo{Int64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Base.Broadcast.copyto_nonleaf!),Array{PlotUtils.ContinuousColorGradient,1},Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_colorgradient),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Base.OneTo{Int64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Base.Broadcast.copyto_nonleaf!),Array{PlotUtils.ContinuousColorGradient,1},Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linecolor),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}},Base.RefValue{Tuple{Float64,Float64}}}},Base.OneTo{Int64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Base.Broadcast.copyto_nonleaf!),Array{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},1},Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.contour_levels),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}},Base.RefValue{Tuple{Float64,Float64}}}},Base.OneTo{Int64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Base.Broadcast.copyto_nonleaf!),Array{Symbol,1},Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linestyle),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Base.OneTo{Int64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Base.Broadcast.instantiate),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.get_colorgradient),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.instantiate),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.get_fillalpha),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.instantiate),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.get_linealpha),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.instantiate),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.get_linestyle),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.instantiate),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.get_linewidth),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.instantiate),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.gr_color),Tuple{Array{RGBA{Float64},1}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.instantiate),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.gr_tick_label),Tuple{Tuple{Plots.Axis},Array{String,1}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.materialize),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.contour_levels),Tuple{Array{Any,1},Base.RefValue{Tuple{Float64,Float64}}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.materialize),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.get_linecolor),Tuple{Array{Any,1},Base.RefValue{Tuple{Float64,Float64}}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.materialize),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.get_z_normalized),Tuple{Array{Float64,1},Float64,Float64}}})
+    Base.precompile(Tuple{typeof(Base._array_for),Type{Plots.Axis},Array{Any,1},Base.HasShape{1}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String,Symbol}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Array{Symbol,2},Tuple{Symbol,Int64},Tuple{Array{Symbol,2},Int64,Float64,Plots.Stroke}}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Plots.GridLayout,Array{String,1},Array{Symbol,2},Symbol}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Plots.GridLayout,Array{String,2},Symbol,Array{Measures.Length{:mm,Float64},2},Measures.Length{:mm,Float64},Int64}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Plots.GridLayout,Array{Symbol,2},Bool,Nothing,Symbol}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{StepRange{Int64,Int64},Tuple{Int64,Float64,Symbol,Plots.Stroke},Bool,Bool,Int64}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Tuple{Int64,Float64,Plots.PlotText},Bool}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Tuple{Int64,Symbol,Symbol},Tuple{Shape,Int64,RGBA{Float64}},Symbol,Symbol,Tuple{Int64,Int64},Tuple{Int64,Int64},Bool}}})
+    Base.precompile(Tuple{typeof(Base._similar_for),Array{Any,1},Type{Int64},Base.Generator{Array{Any,1},typeof(Plots.rowsize)},Base.HasShape{1}})
+    Base.precompile(Tuple{typeof(Base.collect_similar),Array{AbstractLayout,1},Base.Generator{Array{AbstractLayout,1},typeof(Plots.bottompad)}})
+    Base.precompile(Tuple{typeof(Base.collect_similar),Array{AbstractLayout,1},Base.Generator{Array{AbstractLayout,1},typeof(Plots.leftpad)}})
+    Base.precompile(Tuple{typeof(Base.collect_similar),Array{AbstractLayout,1},Base.Generator{Array{AbstractLayout,1},typeof(Plots.rightpad)}})
+    Base.precompile(Tuple{typeof(Base.collect_similar),Array{AbstractLayout,1},Base.Generator{Array{AbstractLayout,1},typeof(Plots.toppad)}})
+    Base.precompile(Tuple{typeof(Base.collect_to_with_first!),Array{Int64,1},Int64,Base.Generator{Array{Any,1},typeof(Plots.rowsize)},Int64})
+    Base.precompile(Tuple{typeof(Base.deepcopy_internal),Array{Plots.Series,1},IdDict{Any,Any}})
+    Base.precompile(Tuple{typeof(Base.indexed_iterate),Tuple{Plots.GridLayout,Int64},Int64})
+    Base.precompile(Tuple{typeof(Base.merge_types),NTuple{5,Symbol},Type{NamedTuple{(:zcolor, :m, :ms, :lab),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String}}},Type{NamedTuple{(:seriestype,),Tuple{Symbol}}}})
+    Base.precompile(Tuple{typeof(Base.merge_types),Tuple{Symbol},Type{NamedTuple{(:annotation,),Tuple{Array{Tuple{Int64,Float64,Plots.PlotText},1}}}},Type{NamedTuple{(),Tuple{}}}})
+    Base.precompile(Tuple{typeof(Base.promote_typeof),String,Plots.PlotText})
+    Base.precompile(Tuple{typeof(Base.vect),Tuple{Int64,Float64,Plots.PlotText},Vararg{Tuple{Int64,Float64,Plots.PlotText},N} where N})
+    Base.precompile(Tuple{typeof(Plots._backend_instance),Symbol})
+    Base.precompile(Tuple{typeof(Plots._cbar_unique),Array{Int64,1},String})
+    Base.precompile(Tuple{typeof(Plots._cbar_unique),Array{Nothing,1},String})
+    Base.precompile(Tuple{typeof(Plots._cbar_unique),Array{PlotUtils.ContinuousColorGradient,1},String})
+    Base.precompile(Tuple{typeof(Plots._cbar_unique),Array{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},1},String})
+    Base.precompile(Tuple{typeof(Plots._cbar_unique),Array{Symbol,1},String})
+    Base.precompile(Tuple{typeof(Plots._create_backend_figure),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots._create_backend_figure),Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(Plots._cycle),Array{Any,1},Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Array{Float64,1},Array{Int64,1}})
+    Base.precompile(Tuple{typeof(Plots._cycle),Array{Float64,1},StepRange{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots._cycle),Array{Float64,1},UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(Plots._cycle),Array{Plots.Subplot,1},Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Array{String,1},Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Base.OneTo{Int64},Array{Int64,1}})
+    Base.precompile(Tuple{typeof(Plots._cycle),ColorPalette,Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Float64,Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Int64,StepRange{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots._cycle),Nothing,Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Plots.Subplot{Plots.GRBackend},Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Plots.Subplot{Plots.PlotlyBackend},Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Shape,Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),StepRange{Int64,Int64},Array{Int64,1}})
+    Base.precompile(Tuple{typeof(Plots._cycle),Symbol,Int64})
+    Base.precompile(Tuple{typeof(Plots._heatmap_edges),Array{Float64,1},Bool})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{AbstractArray{Float64,1},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Array{Float64,1},1},Array{Array{Float64,1},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Array{T,1} where T,1},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Array{T,1} where T,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Complex{Float64},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Dates.DateTime,1},UnitRange{Int64},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Float64,1},Array{Float64,1},UnitRange{Int64}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Float64,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Function,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Function,1},Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Function,1},Int64}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Int64,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{OHLC,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{String,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{String,1},Array{String,1},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Tuple{Int64,Int64},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Tuple{Int64,Real},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Union{Missing, Int64},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Plots.PortfolioComposition}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Plots.Spy}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{StepRange{Int64,Int64},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{UnitRange{Int64}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{typeof(log),Int64}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{AbstractArray{Float64,1},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Array{Float64,1},1},Array{Array{Float64,1},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Array{T,1} where T,1},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Array{T,1} where T,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Complex{Float64},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Dates.DateTime,1},UnitRange{Int64},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Float64,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Function,1},Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Int64,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{OHLC,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{String,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{String,1},Array{String,1},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Tuple{Int64,Int64},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Tuple{Int64,Real},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Union{Missing, Int64},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Plots.PortfolioComposition}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Plots.Spy}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{StepRange{Int64,Int64},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{UnitRange{Int64}}})
+    Base.precompile(Tuple{typeof(Plots._replace_markershape),Array{Symbol,2}})
+    Base.precompile(Tuple{typeof(Plots._replace_markershape),Shape})
+    Base.precompile(Tuple{typeof(Plots._slice_series_args!),Dict{Symbol,Any},Plots.Plot{Plots.GRBackend},Plots.Subplot{Plots.GRBackend},Int64})
+    Base.precompile(Tuple{typeof(Plots._slice_series_args!),Dict{Symbol,Any},Plots.Plot{Plots.PlotlyBackend},Plots.Subplot{Plots.PlotlyBackend},Int64})
+    Base.precompile(Tuple{typeof(Plots._slice_series_args!),RecipesPipeline.DefaultsDict,Plots.Plot{Plots.GRBackend},Plots.Subplot{Plots.GRBackend},Int64})
+    Base.precompile(Tuple{typeof(Plots._slice_series_args!),RecipesPipeline.DefaultsDict,Plots.Plot{Plots.PlotlyBackend},Plots.Subplot{Plots.PlotlyBackend},Int64})
+    Base.precompile(Tuple{typeof(Plots._transform_ticks),Nothing})
+    Base.precompile(Tuple{typeof(Plots._transform_ticks),StepRange{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots._transform_ticks),Symbol})
+    Base.precompile(Tuple{typeof(Plots._transform_ticks),UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(Plots._update_clims),Float64,Float64,Float64,Float64})
+    Base.precompile(Tuple{typeof(Plots._update_clims),Float64,Float64,Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots._update_min_padding!),Plots.GridLayout})
+    Base.precompile(Tuple{typeof(Plots._update_plot_args),Plots.Plot{Plots.GRBackend},RecipesPipeline.DefaultsDict})
+    Base.precompile(Tuple{typeof(Plots._update_plot_args),Plots.Plot{Plots.PlotlyBackend},RecipesPipeline.DefaultsDict})
+    Base.precompile(Tuple{typeof(Plots._update_subplot_args),Plots.Plot{Plots.GRBackend},Plots.Subplot{Plots.GRBackend},Dict{Symbol,Any},Int64,Bool})
+    Base.precompile(Tuple{typeof(Plots._update_subplot_args),Plots.Plot{Plots.PlotlyBackend},Plots.Subplot{Plots.PlotlyBackend},Dict{Symbol,Any},Int64,Bool})
+    Base.precompile(Tuple{typeof(Plots._update_subplot_periphery),Plots.Subplot{Plots.GRBackend},Array{Any,1}})
+    Base.precompile(Tuple{typeof(Plots._update_subplot_periphery),Plots.Subplot{Plots.PlotlyBackend},Array{Any,1}})
+    Base.precompile(Tuple{typeof(Plots.allStyles),Symbol})
+    Base.precompile(Tuple{typeof(Plots.attr),Plots.EmptyLayout,Symbol,Symbol})
+    Base.precompile(Tuple{typeof(Plots.attr),Plots.EmptyLayout,Symbol})
+    Base.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}}}})
+    Base.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}}}})
+    Base.precompile(Tuple{typeof(Plots.bottompad),Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.build_layout),Plots.GridLayout,Int64})
+    Base.precompile(Tuple{typeof(Plots.calc_num_subplots),Plots.EmptyLayout})
+    Base.precompile(Tuple{typeof(Plots.convertLegendValue),Bool})
+    Base.precompile(Tuple{typeof(Plots.convertLegendValue),Symbol})
+    Base.precompile(Tuple{typeof(Plots.convert_to_polar),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1},Tuple{Int64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.create_grid),Expr})
+    Base.precompile(Tuple{typeof(Plots.discrete_value!),Plots.Axis,Array{String,1}})
+    Base.precompile(Tuple{typeof(Plots.discrete_value!),Plots.Axis,Array{Union{Missing, Float64},1}})
+    Base.precompile(Tuple{typeof(Plots.error_coords),Array{Float64,1},Array{Float64,1},Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    Base.precompile(Tuple{typeof(Plots.error_coords),Array{Float64,1},Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.error_zipit),Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,Array{Int64,1}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,Base.OneTo{Int64}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,StepRange{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,Surface{Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(Plots.extend_by_data!),Array{Float64,1},Float64})
+    Base.precompile(Tuple{typeof(Plots.fakedata),Int64,Vararg{Int64,N} where N})
+    Base.precompile(Tuple{typeof(Plots.get_clims),Plots.Subplot{Plots.GRBackend},Plots.Series,Function})
+    Base.precompile(Tuple{typeof(Plots.get_fillcolor),Plots.Series,Tuple{Float64,Float64},Int64})
+    Base.precompile(Tuple{typeof(Plots.get_fillcolor),Plots.Series,Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.get_gradient),PlotUtils.ContinuousColorGradient})
+    Base.precompile(Tuple{typeof(Plots.get_linecolor),Plots.Series,Tuple{Float64,Float64},Int64})
+    Base.precompile(Tuple{typeof(Plots.get_linecolor),Plots.Series,Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.get_minor_ticks),Plots.Subplot{Plots.GRBackend},Plots.Axis,Tuple{Array{Float64,1},Array{Any,1}}})
+    Base.precompile(Tuple{typeof(Plots.get_minor_ticks),Plots.Subplot{Plots.GRBackend},Plots.Axis,Tuple{Array{Float64,1},Array{String,1}}})
+    Base.precompile(Tuple{typeof(Plots.get_minor_ticks),Plots.Subplot{Plots.GRBackend},Plots.Axis,Tuple{Array{Int64,1},Array{String,1}}})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),ColorPalette,Plots.Subplot{Plots.PlotlyBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),Int64,Plots.Subplot{Plots.GRBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),Int64,Plots.Subplot{Plots.PlotlyBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),PlotUtils.ContinuousColorGradient,Plots.Subplot{Plots.GRBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),PlotUtils.ContinuousColorGradient,Plots.Subplot{Plots.PlotlyBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),RGBA{Float64},Plots.Subplot{Plots.GRBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),RGBA{Float64},Plots.Subplot{Plots.PlotlyBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),Symbol,Plots.Subplot{Plots.GRBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),Symbol,Plots.Subplot{Plots.PlotlyBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_subplot),Plots.Plot{Plots.GRBackend},Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.get_subplot),Plots.Plot{Plots.PlotlyBackend},Plots.Subplot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(Plots.get_thickness_scaling),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.get_xy),OHLC{Float64},Int64,Float64})
+    Base.precompile(Tuple{typeof(Plots.gr_axis_height),Plots.Subplot{Plots.GRBackend},Plots.Axis})
+    Base.precompile(Tuple{typeof(Plots.gr_axis_width),Plots.Subplot{Plots.GRBackend},Plots.Axis})
+    Base.precompile(Tuple{typeof(Plots.gr_display),Plots.Subplot{Plots.GRBackend},Measures.Length{:mm,Float64},Measures.Length{:mm,Float64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_colorbar),Plots.GRColorbar,Plots.Subplot{Plots.GRBackend},Tuple{Float64,Float64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_marker),Plots.Series,Float64,Float64,Tuple{Float64,Float64},Int64,Float64,Float64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_marker),Plots.Series,Float64,Float64,Tuple{Float64,Float64},Int64,Int64,Int64,Shape})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_marker),Plots.Series,Float64,Float64,Tuple{Float64,Float64},Int64,Int64,Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_marker),Plots.Series,Int64,Float64,Tuple{Float64,Float64},Int64,Float64,Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_marker),Plots.Series,Int64,Float64,Tuple{Float64,Float64},Int64,Int64,Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_marker),Plots.Series,Int64,Int64,Tuple{Float64,Float64},Int64,Int64,Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Array{Float64,1},Array{Float64,1},Tuple{Float64,Float64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Array{Float64,1},Array{Float64,1},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Array{Int64,1},Array{Float64,1},Tuple{Float64,Float64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Array{Int64,1},Array{Float64,1},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Array{Int64,1},Array{Int64,1},Tuple{Float64,Float64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Array{Int64,1},Array{Int64,1},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Base.OneTo{Int64},Array{Float64,1},Tuple{Float64,Float64},Array{Float64,1},Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Base.OneTo{Int64},Array{Float64,1},Tuple{Float64,Float64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Base.OneTo{Int64},Array{Float64,1},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Float64,Float64,Tuple{Float64,Float64},Float64,Float64})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1},Tuple{Float64,Float64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_fill_viewport),Array{Float64,1},RGBA{Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_get_ticks_size),Tuple{Array{Float64,1},Array{Any,1}},Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_get_ticks_size),Tuple{Array{Float64,1},Array{String,1}},Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_get_ticks_size),Tuple{Array{Int64,1},Array{String,1}},Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_legend_pos),Plots.Subplot{Plots.GRBackend},Float64,Float64,Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.gr_polaraxes),Int64,Float64,Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.gr_polyline),Array{Float64,1},Array{Float64,1},Function})
+    Base.precompile(Tuple{typeof(Plots.gr_set_bordercolor),RGBA{Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_set_fill),RGBA{Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_set_gradient),PlotUtils.ContinuousColorGradient})
+    Base.precompile(Tuple{typeof(Plots.gr_set_line),Float64,Symbol,RGBA{Float64},Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.gr_set_line),Int64,Symbol,RGBA{Float64},Plots.Series})
+    Base.precompile(Tuple{typeof(Plots.gr_set_markercolor),RGBA{Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_set_textcolor),RGBA{Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_set_transparency),RGBA{Float64},Float64})
+    Base.precompile(Tuple{typeof(Plots.gr_set_transparency),RGBA{Float64},Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_set_transparency),RGBA{Float64},Nothing})
+    Base.precompile(Tuple{typeof(Plots.gr_text_size),String})
+    Base.precompile(Tuple{typeof(Plots.gr_tick_label),Plots.Axis,String})
+    Base.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}})
+    Base.precompile(Tuple{typeof(Plots.gr_w3tondc),Float64,Float64,Float64})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),Array{Float64,1},Symbol,Array{Float64,1},Symbol,Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),Array{Float64,1},Symbol,UnitRange{Int64},Symbol,Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),Array{Float64,1},Symbol})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),Base.OneTo{Int64},Symbol,Base.OneTo{Int64},Symbol,Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),Base.OneTo{Int64},Symbol})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Symbol,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Symbol,Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Symbol})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),UnitRange{Int64},Symbol})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_extrema),Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_extrema),Array{Float64,2}})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_extrema),Base.OneTo{Int64}})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_extrema),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}}})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_extrema),StepRange{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_maximum),Base.OneTo{Int64}})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_minimum),Array{Int64,1}})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_minimum),Base.OneTo{Int64}})
+    Base.precompile(Tuple{typeof(Plots.intersection_point),Float64,Float64,Float64,Float64,Float64,Float64})
+    Base.precompile(Tuple{typeof(Plots.is_2tuple),Int64})
+    Base.precompile(Tuple{typeof(Plots.is_2tuple),Symbol})
+    Base.precompile(Tuple{typeof(Plots.is_2tuple),Tuple{Array{Float64,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots.is_2tuple),Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.is_2tuple),Tuple{Int64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.is_2tuple),Tuple{Int64,Int64}})
+    Base.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}}}}})
+    Base.precompile(Tuple{typeof(Plots.is_marker_supported),Plots.Stroke})
+    Base.precompile(Tuple{typeof(Plots.is_marker_supported),Shape})
+    Base.precompile(Tuple{typeof(Plots.is_uniformly_spaced),Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.ispolar),Plots.Subplot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(Plots.labelfunc),Symbol,Plots.GRBackend})
+    Base.precompile(Tuple{typeof(Plots.layout_args),Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots.layout_args),Int64,Plots.GridLayout})
+    Base.precompile(Tuple{typeof(Plots.layout_args),Int64,Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.layout_args),Int64})
+    Base.precompile(Tuple{typeof(Plots.layout_args),Plots.GridLayout})
+    Base.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}}}})
+    Base.precompile(Tuple{typeof(Plots.leftpad),Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.link_axes!),Plots.Axis})
+    Base.precompile(Tuple{typeof(Plots.link_axes!),Plots.Subplot{Plots.GRBackend},Symbol})
+    Base.precompile(Tuple{typeof(Plots.link_axes!),Plots.Subplot{Plots.PlotlyBackend},Symbol})
+    Base.precompile(Tuple{typeof(Plots.locate_annotation),Plots.Subplot{Plots.GRBackend},Int64,Float64,Plots.PlotText})
+    Base.precompile(Tuple{typeof(Plots.make_fillrange_side),UnitRange{Int64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.make_fillrange_side),UnitRange{Int64},Int64})
+    Base.precompile(Tuple{typeof(Plots.make_fillrange_side),UnitRange{Int64},LinRange{Float64}})
+    Base.precompile(Tuple{typeof(Plots.make_fillrange_side),UnitRange{Int64},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}}})
+    Base.precompile(Tuple{typeof(Plots.make_steps),Nothing,Symbol})
+    Base.precompile(Tuple{typeof(Plots.optimal_ticks_and_labels),Plots.Subplot{Plots.GRBackend},Plots.Axis,StepRange{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.optimal_ticks_and_labels),Plots.Subplot{Plots.GRBackend},Plots.Axis,UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(Plots.plotarea!),Plots.GridLayout,Measures.BoundingBox{Tuple{Measures.Length{:mm,Float64},Measures.Length{:mm,Float64}},Tuple{Measures.Length{:mm,Float64},Measures.Length{:mm,Float64}}}})
+    Base.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}}}})
+    Base.precompile(Tuple{typeof(Plots.processFillArg),Dict{Symbol,Any},Bool})
+    Base.precompile(Tuple{typeof(Plots.processFillArg),Dict{Symbol,Any},Int64})
+    Base.precompile(Tuple{typeof(Plots.processFillArg),Dict{Symbol,Any},Symbol})
+    Base.precompile(Tuple{typeof(Plots.processFontArg!),Dict{Symbol,Any},Symbol,Int64})
+    Base.precompile(Tuple{typeof(Plots.processFontArg!),Dict{Symbol,Any},Symbol,String})
+    Base.precompile(Tuple{typeof(Plots.processFontArg!),Dict{Symbol,Any},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(Plots.processGridArg!),Dict{Symbol,Any},Bool,Symbol})
+    Base.precompile(Tuple{typeof(Plots.processGridArg!),Dict{Symbol,Any},Float64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.processGridArg!),Dict{Symbol,Any},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.processGridArg!),Dict{Symbol,Any},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(Plots.processGridArg!),RecipesPipeline.DefaultsDict,Bool,Symbol})
+    Base.precompile(Tuple{typeof(Plots.processLineArg),Dict{Symbol,Any},Array{Symbol,2}})
+    Base.precompile(Tuple{typeof(Plots.processLineArg),Dict{Symbol,Any},Float64})
+    Base.precompile(Tuple{typeof(Plots.processLineArg),Dict{Symbol,Any},Int64})
+    Base.precompile(Tuple{typeof(Plots.processLineArg),Dict{Symbol,Any},Symbol})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Array{Symbol,2}})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Bool})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Float64})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Int64})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Plots.Stroke})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},RGBA{Float64}})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Shape})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Symbol})
+    Base.precompile(Tuple{typeof(Plots.processMinorGridArg!),Dict{Symbol,Any},Bool,Symbol})
+    Base.precompile(Tuple{typeof(Plots.process_annotation),Plots.Subplot{Plots.GRBackend},Int64,Float64,Plots.PlotText})
+    Base.precompile(Tuple{typeof(Plots.process_annotation),Plots.Subplot{Plots.PlotlyBackend},Int64,Float64,Plots.PlotText})
+    Base.precompile(Tuple{typeof(Plots.process_axis_arg!),Dict{Symbol,Any},StepRange{Int64,Int64},Symbol})
+    Base.precompile(Tuple{typeof(Plots.process_axis_arg!),Dict{Symbol,Any},String,Symbol})
+    Base.precompile(Tuple{typeof(Plots.process_axis_arg!),Dict{Symbol,Any},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(Plots.process_axis_arg!),Dict{Symbol,Any},Tuple{Int64,Int64},Symbol})
+    Base.precompile(Tuple{typeof(Plots.process_clims),Symbol})
+    Base.precompile(Tuple{typeof(Plots.reset_axis_defaults_byletter!)})
+    Base.precompile(Tuple{typeof(Plots.rightpad),Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.rowsize),Expr})
+    Base.precompile(Tuple{typeof(Plots.rowsize),Symbol})
+    Base.precompile(Tuple{typeof(Plots.series_annotations),Array{Any,1}})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Array{Float64,2},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Array{Measures.Length{:mm,Float64},2},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Array{PlotUtils.ContinuousColorGradient,2},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Array{RGBA{Float64},2},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Array{String,2},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Array{Symbol,2},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Base.ReshapedArray{Int64,2,UnitRange{Int64},Tuple{}},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Bool,Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Float64,Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Function,Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Nothing,Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),RGBA{Float64},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),StepRange{Int64,Int64},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),String,Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Symbol,Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Tuple{Float64,Float64},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Tuple{Int64,Float64},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Tuple{Int64,Int64},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),UnitRange{Int64},Int64})
+    Base.precompile(Tuple{typeof(Plots.straightline_data),Tuple{Float64,Float64},Tuple{Float64,Float64},Array{Float64,1},Array{Float64,1},Int64})
+    Base.precompile(Tuple{typeof(Plots.toppad),Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.transpose_z),Plots.Series,Array{Float64,2},Bool})
+    Base.precompile(Tuple{typeof(Plots.update_child_bboxes!),Plots.Subplot{Plots.GRBackend},Array{Measures.Length{:mm,Float64},1}})
+    Base.precompile(Tuple{typeof(Plots.widen),Float64,Float64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Array{Any,1}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Bool})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Float64})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Int64})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Nothing})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Plots.SeriesAnnotations})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Array{Symbol,2},Int64,Float64,Plots.Stroke}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Array{Symbol,2},Int64}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Int64,Array{Symbol,2}}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Int64,Float64,Symbol,Plots.Stroke}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Int64,Float64,Symbol}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Int64,String}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Int64,Symbol,Float64,Array{Symbol,2}}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Int64,Symbol,Symbol}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Int64,Symbol}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{LinRange{Float64},LinRange{Float64}}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Shape,Int64,RGBA{Float64}}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{String,Symbol}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{String,Tuple{Int64,Int64},StepRange{Int64,Int64},Symbol}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Symbol,Float64,Plots.Stroke}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Symbol,Int64}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Symbol,Symbol,Int64,Symbol,Float64}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Symbol,Symbol,Symbol,Int64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Array{Complex{Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Array{OHLC,1}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Plots.PortfolioComposition})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Plots.Spy})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:bar}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:bar}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:contour}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:contour}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:heatmap}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:heatmap}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:histogram2d}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:histogram2d}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:histogram}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:histogram}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:hline}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:hline}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:image}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:path}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:path}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:pie}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:pie}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:scatter}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:scatter}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:shape}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:shape}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:spy}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:spy}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:vline}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:vline}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:wireframe}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:wireframe}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:xerror}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:xerror}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:yerror}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:yerror}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:zerror}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:zerror}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:barbins}},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:barhist}},Base.OneTo{Int64},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:bar}},Array{Float64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:bar}},Array{Int64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:bar}},Base.OneTo{Int64},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:bins2d}},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Surface{Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:histogram2d}},Array{Float64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:histogram}},Base.OneTo{Int64},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:hline}},Base.OneTo{Int64},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:line}},Base.OneTo{Int64},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:pie}},Array{String,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:steppost}},Array{Float64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:steppre}},Array{Float64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:steppre}},Array{Int64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:steppre}},Base.OneTo{Int64},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:sticks}},Array{Float64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:vline}},Base.OneTo{Int64},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:xerror}},Array{Float64,1},Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:xerror}},Array{Float64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:yerror}},Array{Float64,1},Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:yerror}},Array{Float64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:zerror}},Array{Float64,1},Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.is_seriestype_supported),Plots.Plot{Plots.GRBackend},Symbol})
+    Base.precompile(Tuple{typeof(RecipesPipeline.is_seriestype_supported),Plots.Plot{Plots.PlotlyBackend},Symbol})
+    Base.precompile(Tuple{typeof(RecipesPipeline.preprocess_attributes!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.preprocess_attributes!),Plots.Plot{Plots.GRBackend},RecipesPipeline.DefaultsDict})
+    Base.precompile(Tuple{typeof(RecipesPipeline.preprocess_attributes!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.preprocess_attributes!),Plots.Plot{Plots.PlotlyBackend},RecipesPipeline.DefaultsDict})
+    Base.precompile(Tuple{typeof(RecipesPipeline.process_userrecipe!),Plots.Plot{Plots.GRBackend},Array{Dict{Symbol,Any},1},Dict{Symbol,Any}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.process_userrecipe!),Plots.Plot{Plots.PlotlyBackend},Array{Dict{Symbol,Any},1},Dict{Symbol,Any}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.GRBackend},Symbol,Array{Int64,1},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.GRBackend},Symbol,Array{String,1},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.GRBackend},Symbol,Array{Symbol,2},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.GRBackend},Symbol,Plots.GridLayout,Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.GRBackend},Symbol,Plots.Plot{Plots.GRBackend},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.GRBackend},Symbol,String,Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.GRBackend},Symbol,Symbol,Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.PlotlyBackend},Symbol,Array{Int64,1},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.PlotlyBackend},Symbol,Array{String,1},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.PlotlyBackend},Symbol,Array{Symbol,2},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.PlotlyBackend},Symbol,Plots.GridLayout,Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.PlotlyBackend},Symbol,Plots.Plot{Plots.PlotlyBackend},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.PlotlyBackend},Symbol,String,Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.PlotlyBackend},Symbol,Symbol,Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{AbstractArray{Float64,1},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Array{Float64,1},1},Vararg{Array{Array{Float64,1},1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Array{T,1} where T,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Array{T,1} where T,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Complex{Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Dates.DateTime,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Float64,2}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Function,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Int64,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{OHLC,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Tuple{Int64,Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Union{Missing, Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Formatted{Array{Int64,1}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Int64,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Nothing,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Plots.PortfolioComposition})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Plots.Spy})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,RecipesPipeline.GroupBy,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,StepRange{Int64,Int64},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Type,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{AbstractArray{Float64,1},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Array{Float64,1},1},Vararg{Array{Array{Float64,1},1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Array{T,1} where T,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Array{T,1} where T,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Complex{Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Dates.DateTime,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Float64,2}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Function,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Int64,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{OHLC,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Tuple{Int64,Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Union{Missing, Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Formatted{Array{Int64,1}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Int64,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Nothing,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Plots.PortfolioComposition})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Plots.Spy})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,RecipesPipeline.GroupBy,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,StepRange{Int64,Int64},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Type,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Array{Array{Float64,1},1},Vararg{Array{Array{Float64,1},1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Array{Array{T,1} where T,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Array{Dates.DateTime,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Array{Function,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Formatted{Array{Int64,1}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Int64,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Nothing,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,RecipesPipeline.GroupBy,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,StepRange{Int64,Int64},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Type,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipesPipeline.DefaultsDict,Symbol,Symbol})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{AbstractArray{Float64,1},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Array{Float64,1},1},Vararg{Array{Array{Float64,1},1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Array{T,1} where T,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Array{T,1} where T,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Complex{Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Dates.DateTime,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Float64,2}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Function,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Int64,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{OHLC,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Tuple{Int64,Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Union{Missing, Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Formatted{Array{Int64,1}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Nothing,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Plots.PortfolioComposition})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Plots.Spy})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,RecipesPipeline.GroupBy,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,StepRange{Int64,Int64},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Type,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{AbstractArray{Float64,1},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Array{Float64,1},1},Vararg{Array{Array{Float64,1},1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Array{T,1} where T,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Array{T,1} where T,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Complex{Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Dates.DateTime,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Float64,2}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Function,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Int64,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{OHLC,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Tuple{Int64,Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Union{Missing, Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Formatted{Array{Int64,1}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Nothing,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Plots.PortfolioComposition})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Plots.Spy})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,RecipesPipeline.GroupBy,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,StepRange{Int64,Int64},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Type,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{Array{Float64,1},1},Vararg{Array{Array{Float64,1},1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{Array{T,1} where T,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{Dates.DateTime,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{Function,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Formatted{Array{Int64,1}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Nothing,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,RecipesPipeline.GroupBy,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,StepRange{Int64,Int64},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Type,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipesPipeline.DefaultsDict,Symbol,Symbol})
+    Base.precompile(Tuple{typeof(annotate!),Array{Tuple{Int64,Float64,Plots.PlotText},1}})
+    Base.precompile(Tuple{typeof(arrow),Int64})
+    Base.precompile(Tuple{typeof(backend),Plots.PlotlyBackend})
+    Base.precompile(Tuple{typeof(bar),Array{Float64,1}})
+    Base.precompile(Tuple{typeof(bbox),Float64,Float64,Float64,Float64})
+    Base.precompile(Tuple{typeof(bbox),Measures.Length{:mm,Float64},Measures.Length{:mm,Float64},Measures.Length{:mm,Float64},Measures.Length{:mm,Float64}})
+    Base.precompile(Tuple{typeof(contour),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(convert),Type{AbstractBackend},Plots.PlotlyBackend})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_colorgradient),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_fillalpha),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linealpha),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linestyle),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linewidth),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.gr_color),Tuple{Array{RGBA{Float64},1}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.gr_tick_label),Tuple{Tuple{Plots.Axis},Array{String,1}}}})
+    Base.precompile(Tuple{typeof(copyto!),Array{Any,1},Tuple{String,String,String,String,String,Plots.PlotText}})
+    Base.precompile(Tuple{typeof(deepcopy),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(deepcopy),Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(default),Symbol,Bool})
+    Base.precompile(Tuple{typeof(default),Symbol,Int64})
+    Base.precompile(Tuple{typeof(default),Symbol,String})
+    Base.precompile(Tuple{typeof(default),Symbol,Symbol})
+    Base.precompile(Tuple{typeof(enumerate),Tuple{Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}}})
+    Base.precompile(Tuple{typeof(enumerate),Tuple{Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}}})
+    Base.precompile(Tuple{typeof(enumerate),Tuple{Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}}})
+    Base.precompile(Tuple{typeof(enumerate),Tuple{Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}}})
+    Base.precompile(Tuple{typeof(font),String,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(frame),Animation,Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(get),Dict{Plots.Subplot,Any},Plots.Subplot{Plots.GRBackend},Dict{Symbol,Any}})
+    Base.precompile(Tuple{typeof(get),Dict{Plots.Subplot,Any},Plots.Subplot{Plots.PlotlyBackend},Dict{Symbol,Any}})
+    Base.precompile(Tuple{typeof(get),RecipesPipeline.DefaultsDict,Symbol,Plots.Arrow})
+    Base.precompile(Tuple{typeof(get),RecipesPipeline.DefaultsDict,Symbol,Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(get),RecipesPipeline.DefaultsDict,Symbol,Plots.Subplot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(getproperty),Plots.Arrow,Symbol})
+    Base.precompile(Tuple{typeof(getproperty),Plots.SeriesAnnotations,Symbol})
+    Base.precompile(Tuple{typeof(haskey),Dict{Symbol,Symbol},Shape})
+    Base.precompile(Tuple{typeof(heatmap),Array{Dates.DateTime,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(in),Plots.Arrow,Tuple{Bool,Nothing,Symbol}})
+    Base.precompile(Tuple{typeof(in),Plots.Subplot{Plots.GRBackend},Array{Plots.Subplot,1}})
+    Base.precompile(Tuple{typeof(in),Plots.Subplot{Plots.PlotlyBackend},Array{Plots.Subplot,1}})
+    Base.precompile(Tuple{typeof(iter_segments),Array{Float64,1},Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(iter_segments),Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(iter_segments),Array{Int64,1},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(iter_segments),Base.OneTo{Int64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(iter_segments),Base.OneTo{Int64},UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(iter_segments),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(iter_segments),StepRange{Int64,Int64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(iter_segments),UnitRange{Int64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}}},Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}}},Tuple{Int64}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}}},Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}}},Tuple{Int64}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}}},Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}}},Tuple{Int64}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}}},Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}}},Tuple{Int64}})
+    Base.precompile(Tuple{typeof(ohlc),Array{OHLC,1}})
+    Base.precompile(Tuple{typeof(plot!),Array{Float64,2}})
+    Base.precompile(Tuple{typeof(plot!),Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Float64,2}})
+    Base.precompile(Tuple{typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{Float64,2}})
+    Base.precompile(Tuple{typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{typeof(plot),Array{Tuple{Int64,Int64},1}})
+    Base.precompile(Tuple{typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Vararg{Plots.Plot{Plots.GRBackend},N} where N})
+    Base.precompile(Tuple{typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(plot),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Vararg{Plots.Plot{Plots.PlotlyBackend},N} where N})
+    Base.precompile(Tuple{typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Function})
+    Base.precompile(Tuple{typeof(push!),Plots.Plot{Plots.GRBackend},Float64,Array{Float64,1}})
+    Base.precompile(Tuple{typeof(push!),Segments{Float64},Float64,Float64,Float64,Float64,Vararg{Float64,N} where N})
+    Base.precompile(Tuple{typeof(push!),Segments{Float64},Float64,Int64,Int64,Float64,Vararg{Float64,N} where N})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64,Float64}},Tuple{Float64,Float64,Float64},Tuple{Float64,Float64,Float64}})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64}},Tuple{Float64,Float64},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64}},Tuple{Float64,Int64},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64}},Tuple{Float64,Int64},Tuple{Float64,Int64}})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64}},Tuple{Int64,Float64},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64}},Tuple{Int64,Float64},Tuple{Int64,Float64}})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64}},Tuple{Int64,Int64},Tuple{Float64,Int64}})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64}},Tuple{Int64,Int64},Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Any,Any},Plots.Plot{Plots.GRBackend},Int64})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Any,Any},Plots.Plot{Plots.PlotlyBackend},Int64})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Any,Plots.Subplot},Plots.Subplot{Plots.GRBackend},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Any,Plots.Subplot},Plots.Subplot{Plots.PlotlyBackend},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Plots.Subplot,Any},Dict{Symbol,Any},Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Plots.Subplot,Any},Dict{Symbol,Any},Plots.Subplot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Plots.Arrow,Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Plots.GridLayout,Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Plots.Subplot{Plots.GRBackend},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Plots.Subplot{Plots.PlotlyBackend},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Tuple{Array{Symbol,2},Int64,Float64,Plots.Stroke},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Tuple{Int64,Float64,Plots.PlotText},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Tuple{Int64,Float64,Symbol,Plots.Stroke},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Tuple{Shape,Int64,RGBA{Float64}},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Tuple{Symbol,Float64,Plots.Stroke},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Plots.Axis,Array{Any,1},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Plots.Axis,Array{Float64,1},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Plots.Axis,Dict{Any,Any},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Plots.Axis,Plots.Extrema,Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Plots.GridLayout,Plots.EmptyLayout,Int64,Int64})
+    Base.precompile(Tuple{typeof(setindex!),Plots.GridLayout,Plots.GridLayout,Int64,Int64})
+    Base.precompile(Tuple{typeof(setindex!),Plots.Plot{Plots.GRBackend},RGBA{Float64},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Plots.Plot{Plots.PlotlyBackend},RGBA{Float64},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),RecipesPipeline.DefaultsDict,Array{Tuple{Int64,Float64,Plots.PlotText},1},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),RecipesPipeline.DefaultsDict,Plots.Arrow,Symbol})
+    Base.precompile(Tuple{typeof(setindex!),RecipesPipeline.DefaultsDict,Plots.GridLayout,Symbol})
+    Base.precompile(Tuple{typeof(setindex!),RecipesPipeline.DefaultsDict,Plots.Subplot{Plots.GRBackend},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),RecipesPipeline.DefaultsDict,Plots.Subplot{Plots.PlotlyBackend},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),RecipesPipeline.DefaultsDict,Tuple{Int64,Float64,Plots.PlotText},Symbol})
+    Base.precompile(Tuple{typeof(setproperty!),Plots.GridLayout,Symbol,Measures.BoundingBox{Tuple{Measures.Length{:mm,Float64},Measures.Length{:mm,Float64}},Tuple{Measures.Length{:mm,Float64},Measures.Length{:mm,Float64}}}})
+    Base.precompile(Tuple{typeof(show),IOStream,MIME{Symbol("image/png")},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(similar),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.contour_levels),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}},Base.RefValue{Tuple{Float64,Float64}}}},Type{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}}}})
+    Base.precompile(Tuple{typeof(similar),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_colorgradient),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Type{PlotUtils.ContinuousColorGradient}})
+    Base.precompile(Tuple{typeof(similar),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_fillalpha),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Type{Nothing}})
+    Base.precompile(Tuple{typeof(similar),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linealpha),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Type{Nothing}})
+    Base.precompile(Tuple{typeof(similar),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linecolor),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}},Base.RefValue{Tuple{Float64,Float64}}}},Type{PlotUtils.ContinuousColorGradient}})
+    Base.precompile(Tuple{typeof(similar),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linestyle),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Type{Symbol}})
+    Base.precompile(Tuple{typeof(similar),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linewidth),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Type{Int64}})
+    Base.precompile(Tuple{typeof(stroke),Int64,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(text),String,Int64,Symbol,Vararg{Symbol,N} where N})
+    Base.precompile(Tuple{typeof(text),String,Symbol,Int64,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(text),String,Symbol})
+    Base.precompile(Tuple{typeof(title!),String})
+    Base.precompile(Tuple{typeof(vcat),Array{Any,1},Tuple{Int64,Float64,Plots.PlotText}})
+    Base.precompile(Tuple{typeof(vline!),Array{Int64,1}})
+    Base.precompile(Tuple{typeof(xgrid!),Plots.Plot{Plots.GRBackend},Symbol,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(xgrid!),Plots.Plot{Plots.PlotlyBackend},Symbol,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(xlims),Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(xlims),Plots.Subplot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(yaxis!),String,Symbol})
+    Base.precompile(Tuple{typeof(ylims),Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(ylims),Plots.Subplot{Plots.PlotlyBackend}})
+    isdefined(Plots, Symbol("##GridLayout#143")) && Base.precompile(Tuple{getfield(Plots, Symbol("##GridLayout#143")),Plots.RootLayout,Array{Float64,1},Array{Float64,1},Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}},Type{Plots.GridLayout},Int64,Vararg{Int64,N} where N})
+    isdefined(Plots, Symbol("##gr_polyline#339")) && Base.precompile(Tuple{getfield(Plots, Symbol("##gr_polyline#339")),Symbol,Symbol,typeof(Plots.gr_polyline),Array{Float64,1},Array{Float64,1},typeof(GR.fillarea)})
+    isdefined(Plots, Symbol("##gr_set_font#340")) && Base.precompile(Tuple{getfield(Plots, Symbol("##gr_set_font#340")),Symbol,Symbol,RGBA{Float64},Float64,typeof(Plots.gr_set_font),Plots.Font,Plots.Subplot{Plots.GRBackend}})
+    isdefined(Plots, Symbol("##gr_set_font#340")) && Base.precompile(Tuple{getfield(Plots, Symbol("##gr_set_font#340")),Symbol,Symbol,RGBA{Float64},Int64,typeof(Plots.gr_set_font),Plots.Font,Plots.Subplot{Plots.GRBackend}})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Any,NTuple{5,Symbol},NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String,Symbol}}},typeof(plot!),Array{Float64,1}})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol,Symbol},NamedTuple{(:marker, :series_annotations, :seriestype),Tuple{Tuple{Int64,Float64,Symbol},Array{Any,1},Symbol}}},typeof(plot!),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol,Symbol},NamedTuple{(:markersize, :c, :seriestype),Tuple{Int64,Symbol,Symbol}}},typeof(plot!),Array{Float64,1}})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol},NamedTuple{(:alpha, :seriestype),Tuple{Float64,Symbol}}},typeof(plot!),Array{GeometryBasics.Point{2,Float64},1}})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol},NamedTuple{(:line, :seriestype),Tuple{Tuple{Int64,Symbol,Float64,Array{Symbol,2}},Symbol}}},typeof(plot!),Array{Float64,2}})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol},NamedTuple{(:seriestype, :inset),Tuple{Symbol,Tuple{Int64,Measures.BoundingBox{Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}},Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}}}}}}},typeof(plot!),Array{Int64,1},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Array{Tuple{Int64,Float64,Plots.PlotText},1},Tuple{Symbol},NamedTuple{(:annotation,),Tuple{Array{Tuple{Int64,Float64,Plots.PlotText},1}}}},typeof(plot!)})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Int64,Tuple{Symbol},NamedTuple{(:w,),Tuple{Int64}}},typeof(plot!),Array{Float64,1},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,String,Tuple{Symbol},NamedTuple{(:title,),Tuple{String}}},typeof(plot!)})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Symbol,Tuple{Symbol},NamedTuple{(:seriestype,),Tuple{Symbol}}},typeof(plot!),Array{Int64,1}})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Tuple{String,Symbol},Tuple{Symbol},NamedTuple{(:yaxis,),Tuple{Tuple{String,Symbol}}}},typeof(plot!)})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}},typeof(plot!),Array{Float64,2}})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}},typeof(plot!),Array{Tuple{Int64,Real},1}})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,NTuple{5,Symbol},NamedTuple{(:lab, :w, :palette, :fill, :α),Tuple{String,Int64,PlotUtils.ContinuousColorGradient,Int64,Float64}}},typeof(plot),StepRange{Int64,Int64},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,NTuple{5,Symbol},NamedTuple{(:label, :title, :xlabel, :linewidth, :legend),Tuple{Array{String,2},String,String,Int64,Symbol}}},typeof(plot),Array{Function,1},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,NTuple{5,Symbol},NamedTuple{(:zcolor, :m, :leg, :cbar, :w),Tuple{StepRange{Int64,Int64},Tuple{Int64,Float64,Symbol,Plots.Stroke},Bool,Bool,Int64}}},typeof(plot),Array{Float64,1},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,NTuple{7,Symbol},NamedTuple{(:line, :marker, :bg, :fg, :xlim, :ylim, :leg),Tuple{Tuple{Int64,Symbol,Symbol},Tuple{Shape,Int64,RGBA{Float64}},Symbol,Symbol,Tuple{Int64,Int64},Tuple{Int64,Int64},Bool}}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol,Symbol},NamedTuple{(:line, :lab, :ms),Tuple{Tuple{Array{Symbol,2},Int64},Array{String,2},Int64}}},typeof(plot),Array{Array{T,1} where T,1},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol,Symbol},NamedTuple{(:line, :leg, :fill),Tuple{Int64,Bool,Tuple{Int64,Symbol}}}},typeof(plot),Function,Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol,Symbol},NamedTuple{(:line_z, :linewidth, :legend),Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Int64,Bool}}},typeof(plot),Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol,Symbol},NamedTuple{(:xlims, :ylims, :leg),Tuple{Tuple{Int64,Float64},Tuple{Int64,Int64},Bool}}},typeof(plot),Function,Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol},NamedTuple{(:leg, :seriestype),Tuple{Bool,Symbol}}},typeof(plot),Array{Function,1},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol},NamedTuple{(:proj, :m),Tuple{Symbol,Int64}}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Bool,Tuple{Symbol},NamedTuple{(:leg,),Tuple{Bool}}},typeof(plot),Array{Function,1},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Int64,Tuple{Symbol},NamedTuple{(:arrow,),Tuple{Int64}}},typeof(plot),Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##text#89")) && Base.precompile(Tuple{getfield(Plots, Symbol("##text#89")),Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}},typeof(text),String,Int64,Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##text#89")) && Base.precompile(Tuple{getfield(Plots, Symbol("##text#89")),Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}},typeof(text),String,Symbol,Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("#144#145")) && Base.precompile(Tuple{getfield(Plots, Symbol("#144#145")),Tuple{Int64,Expr}})
+    isdefined(Plots, Symbol("#144#145")) && Base.precompile(Tuple{getfield(Plots, Symbol("#144#145")),Tuple{Int64,Symbol}})
+    isdefined(Plots, Symbol("#146#147")) && Base.precompile(Tuple{getfield(Plots, Symbol("#146#147")),Tuple{Int64,Expr}})
+    isdefined(Plots, Symbol("#146#147")) && Base.precompile(Tuple{getfield(Plots, Symbol("#146#147")),Tuple{Int64,Symbol}})
+    isdefined(Plots, Symbol("#148#149")) && Base.precompile(Tuple{getfield(Plots, Symbol("#148#149")),Plots.Subplot{Plots.GRBackend}})
+    isdefined(Plots, Symbol("#148#149")) && Base.precompile(Tuple{getfield(Plots, Symbol("#148#149")),Plots.Subplot{Plots.PlotlyBackend}})
+    isdefined(Plots, Symbol("#281#314")) && Base.precompile(Tuple{getfield(Plots, Symbol("#281#314"))})
+end

deps/SnoopCompile/precompile/windows/1.3/precompile_Plots.jl

@@ -0,0 +1,956 @@
+function _precompile_()
+    ccall(:jl_generating_output, Cint, ()) == 1 || return nothing
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots._make_hist)),NamedTuple{(:normed, :weights),Tuple{Bool,Array{Int64,1}}},typeof(Plots._make_hist),Tuple{Array{Float64,1}},Symbol})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots._make_hist)),NamedTuple{(:normed, :weights),Tuple{Bool,Nothing}},typeof(Plots._make_hist),Tuple{Array{Float64,1},Array{Float64,1}},Int64})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots._make_hist)),NamedTuple{(:normed, :weights),Tuple{Bool,Nothing}},typeof(Plots._make_hist),Tuple{Array{Float64,1},Array{Float64,1}},Tuple{Int64,Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots._make_hist)),NamedTuple{(:normed, :weights),Tuple{Bool,Nothing}},typeof(Plots._make_hist),Tuple{Array{Float64,1}},Symbol})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:flip,),Tuple{Bool}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:formatter,),Tuple{Symbol}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:formatter,),Tuple{typeof(RecipesPipeline.datetimeformatter)}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:grid, :lims),Tuple{Bool,Tuple{Int64,Int64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:grid, :lims, :flip),Tuple{Bool,Tuple{Int64,Int64},Bool}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:grid,),Tuple{Bool}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:gridlinewidth, :grid, :gridalpha, :gridstyle, :foreground_color_grid),Tuple{Int64,Bool,Float64,Symbol,RGBA{Float64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:guide,),Tuple{String}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:lims, :flip, :ticks, :guide),Tuple{Tuple{Int64,Int64},Bool,StepRange{Int64,Int64},String}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:lims,),Tuple{Tuple{Float64,Float64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:lims,),Tuple{Tuple{Int64,Float64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:lims,),Tuple{Tuple{Int64,Int64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:rotation,),Tuple{Int64}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:scale, :guide),Tuple{Symbol,String}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:ticks,),Tuple{Nothing}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.attr!)),NamedTuple{(:ticks,),Tuple{UnitRange{Int64}}},typeof(attr!),Plots.Axis})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.contour)),NamedTuple{(:fill,),Tuple{Bool}},typeof(contour),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.default)),NamedTuple{(:titlefont, :legendfontsize, :guidefont, :tickfont, :guide, :framestyle, :yminorgrid),Tuple{Tuple{Int64,String},Int64,Tuple{Int64,Symbol},Tuple{Int64,Symbol},String,Symbol,Bool}},typeof(default)})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(Plots.gr_polyline),Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(Plots.gr_polyline),Array{Int64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(Plots.gr_polyline),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(Plots.gr_polyline),StepRange{Int64,Int64},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(Plots.gr_polyline),UnitRange{Int64},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_polyline)),NamedTuple{(:arrowside, :arrowstyle),Tuple{Symbol,Symbol}},typeof(Plots.gr_polyline),UnitRange{Int64},UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_set_font)),NamedTuple{(:halign, :valign, :rotation),Tuple{Symbol,Symbol,Int64}},typeof(Plots.gr_set_font),Plots.Font,Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.gr_set_font)),NamedTuple{(:halign, :valign, :rotation, :color),Tuple{Symbol,Symbol,Int64,RGBA{Float64}}},typeof(Plots.gr_set_font),Plots.Font,Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.heatmap)),NamedTuple{(:aspect_ratio,),Tuple{Int64}},typeof(heatmap),Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.histogram)),NamedTuple{(:bins, :weights),Tuple{Symbol,Array{Int64,1}}},typeof(histogram),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.histogram2d)),NamedTuple{(:nbins, :show_empty_bins, :normed, :aspect_ratio),Tuple{Tuple{Int64,Int64},Bool,Bool,Int64}},typeof(histogram2d),Array{Complex{Float64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.histogram2d)),NamedTuple{(:nbins,),Tuple{Int64}},typeof(histogram2d),Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.hline!)),NamedTuple{(:line,),Tuple{Tuple{Int64,Symbol,Float64,Array{Symbol,2}}}},typeof(hline!),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.lens!)),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(lens!),Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.pie)),NamedTuple{(:title, :l),Tuple{String,Float64}},typeof(pie),Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:alpha, :seriestype),Tuple{Float64,Symbol}},typeof(plot!),Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:alpha, :seriestype),Tuple{Float64,Symbol}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:alpha, :seriestype),Tuple{Float64,Symbol}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:annotation,),Tuple{Array{Tuple{Int64,Float64,Plots.PlotText},1}}},typeof(plot!),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:annotation,),Tuple{Array{Tuple{Int64,Float64,Plots.PlotText},1}}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:annotation,),Tuple{Array{Tuple{Int64,Float64,Plots.PlotText},1}}},typeof(plot!)})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:line, :seriestype),Tuple{Tuple{Int64,Symbol,Float64,Array{Symbol,2}},Symbol}},typeof(plot!),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:line, :seriestype),Tuple{Tuple{Int64,Symbol,Float64,Array{Symbol,2}},Symbol}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:line, :seriestype),Tuple{Tuple{Int64,Symbol,Float64,Array{Symbol,2}},Symbol}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:marker, :series_annotations, :seriestype),Tuple{Tuple{Int64,Float64,Symbol},Array{Any,1},Symbol}},typeof(plot!),Plots.Plot{Plots.GRBackend},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:marker, :series_annotations, :seriestype),Tuple{Tuple{Int64,Float64,Symbol},Array{Any,1},Symbol}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:marker, :series_annotations, :seriestype),Tuple{Tuple{Int64,Float64,Symbol},Array{Any,1},Symbol}},typeof(plot!),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:markersize, :c, :seriestype),Tuple{Int64,Symbol,Symbol}},typeof(plot!),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:markersize, :c, :seriestype),Tuple{Int64,Symbol,Symbol}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:markersize, :c, :seriestype),Tuple{Int64,Symbol,Symbol}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:seriestype, :inset),Tuple{Symbol,Tuple{Int64,Measures.BoundingBox{Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}},Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}}}}}},typeof(plot!),Array{Int64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:seriestype, :inset),Tuple{Symbol,Tuple{Int64,Measures.BoundingBox{Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}},Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}}}}}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:seriestype, :inset),Tuple{Symbol,Tuple{Int64,Measures.BoundingBox{Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}},Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}}}}}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:seriestype,),Tuple{Symbol}},typeof(plot!),Array{Int64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:seriestype,),Tuple{Symbol}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Int64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:seriestype,),Tuple{Symbol}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{Int64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:title,),Tuple{String}},typeof(plot!),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:title,),Tuple{String}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:title,),Tuple{String}},typeof(plot!)})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:w,),Tuple{Int64}},typeof(plot!),Array{Float64,1},Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:w,),Tuple{Int64}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:xgrid,),Tuple{Tuple{Symbol,Symbol,Int64,Symbol,Float64}}},typeof(plot!),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:xgrid,),Tuple{Tuple{Symbol,Symbol,Int64,Symbol,Float64}}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:yaxis,),Tuple{Tuple{String,Symbol}}},typeof(plot!),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:yaxis,),Tuple{Tuple{String,Symbol}}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:yaxis,),Tuple{Tuple{String,Symbol}}},typeof(plot!)})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String,Symbol}},typeof(plot!),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String,Symbol}},typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot!)),NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String,Symbol}},typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:annotations, :leg),Tuple{Tuple{Int64,Float64,Plots.PlotText},Bool}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:arrow,),Tuple{Int64}},typeof(plot),Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:aspect_ratio, :seriestype),Tuple{Int64,Symbol}},typeof(plot),Array{String,1},Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:color, :line, :marker),Tuple{Array{Symbol,2},Tuple{Symbol,Int64},Tuple{Array{Symbol,2},Int64,Float64,Plots.Stroke}}},typeof(plot),Array{Array{T,1} where T,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:fill, :seriestype),Tuple{Bool,Symbol}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:framestyle, :title, :color, :layout, :label, :markerstrokewidth, :ticks, :seriestype),Tuple{Array{Symbol,2},Array{String,2},Base.ReshapedArray{Int64,2,UnitRange{Int64},Tuple{}},Int64,String,Int64,UnitRange{Int64},Symbol}},typeof(plot),Array{Array{Float64,1},1},Array{Array{Float64,1},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:grid, :title),Tuple{Tuple{Symbol,Symbol,Symbol,Int64,Float64},String}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:lab, :w, :palette, :fill, :α),Tuple{String,Int64,PlotUtils.ContinuousColorGradient,Int64,Float64}},typeof(plot),StepRange{Int64,Int64},Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:label, :title, :xlabel, :linewidth, :legend),Tuple{Array{String,2},String,String,Int64,Symbol}},typeof(plot),Array{Function,1},Float64,Vararg{Float64,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:label,),Tuple{Array{String,2}}},typeof(plot),Array{AbstractArray{Float64,1},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :group, :linetype, :linecolor),Tuple{Plots.GridLayout,Array{String,1},Array{Symbol,2},Symbol}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :label, :fillrange, :fillalpha),Tuple{Tuple{Int64,Int64},String,Int64,Float64}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Vararg{Plots.Plot{Plots.GRBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :label, :fillrange, :fillalpha),Tuple{Tuple{Int64,Int64},String,Int64,Float64}},typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Vararg{Plots.Plot{Plots.PlotlyBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :link),Tuple{Int64,Symbol}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :link),Tuple{Int64,Symbol}},typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :palette, :bg_inside),Tuple{Int64,Array{PlotUtils.ContinuousColorGradient,2},Array{Symbol,2}}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :t, :leg, :ticks, :border),Tuple{Plots.GridLayout,Array{Symbol,2},Bool,Nothing,Symbol}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout, :title, :titlelocation, :left_margin, :bottom_margin, :xrotation),Tuple{Plots.GridLayout,Array{String,2},Symbol,Array{Measures.Length{:mm,Float64},2},Measures.Length{:mm,Float64},Int64}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:layout,),Tuple{Plots.GridLayout}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Vararg{Plots.Plot{Plots.GRBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:legend,),Tuple{Bool}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Vararg{Plots.Plot{Plots.GRBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:legend,),Tuple{Bool}},typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Vararg{Plots.Plot{Plots.PlotlyBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:legend,),Tuple{Symbol}},typeof(plot),Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:legend,),Tuple{Symbol}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Vararg{Plots.Plot{Plots.GRBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:legend,),Tuple{Symbol}},typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Vararg{Plots.Plot{Plots.PlotlyBackend},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:line, :lab, :ms),Tuple{Tuple{Array{Symbol,2},Int64},Array{String,2},Int64}},typeof(plot),Array{Array{T,1} where T,1},Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:line, :label, :legendtitle),Tuple{Tuple{Int64,Array{Symbol,2}},Array{String,2},String}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:line, :leg, :fill),Tuple{Int64,Bool,Tuple{Int64,Symbol}}},typeof(plot),Function,Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:line, :marker, :bg, :fg, :xlim, :ylim, :leg),Tuple{Tuple{Int64,Symbol,Symbol},Tuple{Shape,Int64,RGBA{Float64}},Symbol,Symbol,Tuple{Int64,Int64},Tuple{Int64,Int64},Bool}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:line_z, :linewidth, :legend),Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Int64,Bool}},typeof(plot),Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:m, :lab, :bg, :xlim, :ylim, :seriestype),Tuple{Tuple{Int64,Symbol},Array{String,2},Symbol,Tuple{Int64,Int64},Tuple{Int64,Int64},Symbol}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:marker,),Tuple{Bool}},typeof(plot),Array{Complex{Float64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:marker,),Tuple{Bool}},typeof(plot),Array{Union{Missing, Int64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:marker_z, :color, :legend, :seriestype),Tuple{typeof(+),Symbol,Bool,Symbol}},typeof(plot),Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:nbins, :seriestype),Tuple{Int64,Symbol}},typeof(plot),Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:proj, :m),Tuple{Symbol,Int64}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:reg, :fill),Tuple{Bool,Tuple{Int64,Symbol}}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:ribbon,),Tuple{Int64}},typeof(plot),UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:ribbon,),Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}}}},typeof(plot),UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:ribbon,),Tuple{Tuple{LinRange{Float64},LinRange{Float64}}}},typeof(plot),UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:ribbon,),Tuple{typeof(sqrt)}},typeof(plot),UnitRange{Int64}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:seriestype,),Tuple{Symbol}},typeof(plot),Array{Dates.DateTime,1},UnitRange{Int64},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:seriestype,),Tuple{Symbol}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:title, :l, :seriestype),Tuple{String,Float64,Symbol}},typeof(plot),Array{String,1},Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:title,),Tuple{Array{String,2}}},typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:title,),Tuple{Array{String,2}}},typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:title,),Tuple{String}},typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:title,),Tuple{String}},typeof(plot),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:title,),Tuple{String}},typeof(plot),Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:w,),Tuple{Int64}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:xaxis, :background_color, :leg),Tuple{Tuple{String,Tuple{Int64,Int64},StepRange{Int64,Int64},Symbol},RGB{Float64},Bool}},typeof(plot),Array{Float64,2}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.plot)),NamedTuple{(:zcolor, :m, :leg, :cbar, :w),Tuple{StepRange{Int64,Int64},Tuple{Int64,Float64,Symbol,Plots.Stroke},Bool,Bool,Int64}},typeof(plot),Array{Float64,1},Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.portfoliocomposition)),NamedTuple{(:labels,),Tuple{Array{String,2}}},typeof(portfoliocomposition),Array{Float64,2},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.scatter!)),NamedTuple{(:alpha,),Tuple{Float64}},typeof(scatter!),Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.scatter!)),NamedTuple{(:marker, :series_annotations),Tuple{Tuple{Int64,Float64,Symbol},Array{Any,1}}},typeof(scatter!),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.scatter!)),NamedTuple{(:markersize, :c),Tuple{Int64,Symbol}},typeof(scatter!),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.scatter!)),NamedTuple{(:zcolor, :m, :ms, :lab),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String}},typeof(scatter!),Array{Float64,1}})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.scatter)),NamedTuple{(:framestyle, :title, :color, :layout, :label, :markerstrokewidth, :ticks),Tuple{Array{Symbol,2},Array{String,2},Base.ReshapedArray{Int64,2,UnitRange{Int64},Tuple{}},Int64,String,Int64,UnitRange{Int64}}},typeof(scatter),Array{Array{Float64,1},1},Vararg{Array{Array{Float64,1},1},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.scatter)),NamedTuple{(:m, :lab, :bg, :xlim, :ylim),Tuple{Tuple{Int64,Symbol},Array{String,2},Symbol,Tuple{Int64,Int64},Tuple{Int64,Int64}}},typeof(scatter),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.scatter)),NamedTuple{(:marker_z, :color, :legend),Tuple{typeof(+),Symbol,Bool}},typeof(scatter),Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.test_examples)),NamedTuple{(:skip, :disp),Tuple{Array{Int64,1},Bool}},typeof(test_examples),Symbol})
+    Base.precompile(Tuple{Core.kwftype(typeof(Plots.test_examples)),NamedTuple{(:skip,),Tuple{Array{Int64,1}}},typeof(test_examples),Symbol})
+    Base.precompile(Tuple{Core.var"#kw#Type",NamedTuple{(:label, :blank),Tuple{Symbol,Bool}},Type{Plots.EmptyLayout}})
+    Base.precompile(Tuple{Core.var"#kw#Type",NamedTuple{(:label, :width, :height),Tuple{Symbol,Symbol,Measures.Length{:pct,Float64}}},Type{Plots.EmptyLayout}})
+    Base.precompile(Tuple{Core.var"#kw#Type",NamedTuple{(:parent,),Tuple{Plots.GridLayout}},Type{Plots.Subplot},Plots.GRBackend})
+    Base.precompile(Tuple{Core.var"#kw#Type",NamedTuple{(:parent,),Tuple{Plots.GridLayout}},Type{Plots.Subplot},Plots.PlotlyBackend})
+    Base.precompile(Tuple{Core.var"#kw#Type",NamedTuple{(:parent,),Tuple{Plots.Subplot{Plots.GRBackend}}},Type{Plots.Subplot},Plots.GRBackend})
+    Base.precompile(Tuple{Core.var"#kw#Type",NamedTuple{(:parent,),Tuple{Plots.Subplot{Plots.PlotlyBackend}}},Type{Plots.Subplot},Plots.PlotlyBackend})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.contour_levels),Tuple{Array{Any,1},Base.RefValue{Tuple{Float64,Float64}}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.get_colorgradient),Tuple{Array{Any,1}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.get_fillalpha),Tuple{Array{Any,1}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.get_linealpha),Tuple{Array{Any,1}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.get_linecolor),Tuple{Array{Any,1},Base.RefValue{Tuple{Float64,Float64}}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.get_linestyle),Tuple{Array{Any,1}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.get_linewidth),Tuple{Array{Any,1}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.get_z_normalized),Tuple{Array{Float64,1},Float64,Float64}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.gr_color),Tuple{Array{RGBA{Float64},1}}})
+    Base.precompile(Tuple{Type{Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Axes,F,Args} where Args<:Tuple where F where Axes},typeof(Plots.gr_tick_label),Tuple{Tuple{Plots.Axis},Array{String,1}}})
+    Base.precompile(Tuple{Type{Base.Generator},typeof(Plots.bottompad),Array{AbstractLayout,1}})
+    Base.precompile(Tuple{Type{Base.Generator},typeof(Plots.leftpad),Array{AbstractLayout,1}})
+    Base.precompile(Tuple{Type{Base.Generator},typeof(Plots.rightpad),Array{AbstractLayout,1}})
+    Base.precompile(Tuple{Type{Base.Generator},typeof(Plots.toppad),Array{AbstractLayout,1}})
+    Base.precompile(Tuple{Type{NamedTuple{(:annotations, :leg),T} where T<:Tuple},Tuple{Tuple{Int64,Float64,Plots.PlotText},Bool}})
+    Base.precompile(Tuple{Type{NamedTuple{(:color, :line, :marker),T} where T<:Tuple},Tuple{Array{Symbol,2},Tuple{Symbol,Int64},Tuple{Array{Symbol,2},Int64,Float64,Plots.Stroke}}})
+    Base.precompile(Tuple{Type{NamedTuple{(:layout, :group, :linetype, :linecolor),T} where T<:Tuple},Tuple{Plots.GridLayout,Array{String,1},Array{Symbol,2},Symbol}})
+    Base.precompile(Tuple{Type{NamedTuple{(:layout, :t, :leg, :ticks, :border),T} where T<:Tuple},Tuple{Plots.GridLayout,Array{Symbol,2},Bool,Nothing,Symbol}})
+    Base.precompile(Tuple{Type{NamedTuple{(:layout, :title, :titlelocation, :left_margin, :bottom_margin, :xrotation),T} where T<:Tuple},Tuple{Plots.GridLayout,Array{String,2},Symbol,Array{Measures.Length{:mm,Float64},2},Measures.Length{:mm,Float64},Int64}})
+    Base.precompile(Tuple{Type{NamedTuple{(:layout,),T} where T<:Tuple},Tuple{Plots.GridLayout}})
+    Base.precompile(Tuple{Type{NamedTuple{(:line, :marker, :bg, :fg, :xlim, :ylim, :leg),T} where T<:Tuple},Tuple{Tuple{Int64,Symbol,Symbol},Tuple{Shape,Int64,RGBA{Float64}},Symbol,Symbol,Tuple{Int64,Int64},Tuple{Int64,Int64},Bool}})
+    Base.precompile(Tuple{Type{NamedTuple{(:parent,),T} where T<:Tuple},Tuple{Plots.Subplot{Plots.GRBackend}}})
+    Base.precompile(Tuple{Type{NamedTuple{(:parent,),T} where T<:Tuple},Tuple{Plots.Subplot{Plots.PlotlyBackend}}})
+    Base.precompile(Tuple{Type{NamedTuple{(:zcolor, :m, :leg, :cbar, :w),T} where T<:Tuple},Tuple{StepRange{Int64,Int64},Tuple{Int64,Float64,Symbol,Plots.Stroke},Bool,Bool,Int64}})
+    Base.precompile(Tuple{Type{NamedTuple{(:zcolor, :m, :ms, :lab),T} where T<:Tuple},Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String}})
+    Base.precompile(Tuple{Type{Pair},Symbol,Plots.Arrow})
+    Base.precompile(Tuple{Type{Pair},Symbol,Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{Type{Pair},Symbol,Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Type{Pair},Symbol,Plots.SeriesAnnotations})
+    Base.precompile(Tuple{Type{Pair},Symbol,Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{Type{Pair},Symbol,Plots.Subplot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Type{Pair},Symbol,Shape})
+    Base.precompile(Tuple{Type{Plots.Font},String,Int64,Symbol,Symbol,Float64,RGBA{Float64}})
+    Base.precompile(Tuple{Type{Plots.GridLayout},Int64,Vararg{Int64,N} where N})
+    Base.precompile(Tuple{Type{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{Type{Plots.Plot},Plots.GRBackend,Int64,RecipesPipeline.DefaultsDict,Array{Plots.Series,1},Nothing,Array{Plots.Subplot,1},Dict{Any,Plots.Subplot},Plots.EmptyLayout,Array{Plots.Subplot,1},Bool})
+    Base.precompile(Tuple{Type{Plots.Plot},Plots.PlotlyBackend,Int64,RecipesPipeline.DefaultsDict,Array{Plots.Series,1},Nothing,Array{Plots.Subplot,1},Dict{Any,Plots.Subplot},Plots.EmptyLayout,Array{Plots.Subplot,1},Bool})
+    Base.precompile(Tuple{Type{Plots.SegmentsIterator},Tuple{Array{Float64,1},Array{Float64,1},Array{Float64,1}},Int64,Int64})
+    Base.precompile(Tuple{Type{Plots.SegmentsIterator},Tuple{Array{Float64,1},Array{Float64,1},UnitRange{Int64}},Int64,Int64})
+    Base.precompile(Tuple{Type{Shape},Array{Tuple{Float64,Float64},1}})
+    Base.precompile(Tuple{typeof(!=),Plots.Arrow,Nothing})
+    Base.precompile(Tuple{typeof(!=),Shape,Symbol})
+    Base.precompile(Tuple{typeof(*),Measures.Length{:mm,Float64},Measures.Length{:pct,Float64}})
+    Base.precompile(Tuple{typeof(==),Array{Tuple{Int64,Float64,Plots.PlotText},1},Symbol})
+    Base.precompile(Tuple{typeof(==),Plots.Arrow,Bool})
+    Base.precompile(Tuple{typeof(==),Plots.Axis,Symbol})
+    Base.precompile(Tuple{typeof(==),Plots.Extrema,Symbol})
+    Base.precompile(Tuple{typeof(==),Tuple{Int64,Float64,Plots.PlotText},Symbol})
+    Base.precompile(Tuple{typeof(Base.Broadcast.broadcasted),Function,Tuple{Plots.Axis},Array{String,1}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.copyto_nonleaf!),Array{Int64,1},Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linewidth),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Base.OneTo{Int64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Base.Broadcast.copyto_nonleaf!),Array{Nothing,1},Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_fillalpha),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Base.OneTo{Int64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Base.Broadcast.copyto_nonleaf!),Array{Nothing,1},Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linealpha),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Base.OneTo{Int64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Base.Broadcast.copyto_nonleaf!),Array{PlotUtils.ContinuousColorGradient,1},Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_colorgradient),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Base.OneTo{Int64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Base.Broadcast.copyto_nonleaf!),Array{PlotUtils.ContinuousColorGradient,1},Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linecolor),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}},Base.RefValue{Tuple{Float64,Float64}}}},Base.OneTo{Int64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Base.Broadcast.copyto_nonleaf!),Array{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},1},Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.contour_levels),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}},Base.RefValue{Tuple{Float64,Float64}}}},Base.OneTo{Int64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Base.Broadcast.copyto_nonleaf!),Array{Symbol,1},Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linestyle),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Base.OneTo{Int64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Base.Broadcast.instantiate),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.get_colorgradient),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.instantiate),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.get_fillalpha),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.instantiate),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.get_linealpha),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.instantiate),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.get_linestyle),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.instantiate),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.get_linewidth),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.instantiate),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.gr_color),Tuple{Array{RGBA{Float64},1}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.instantiate),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.gr_tick_label),Tuple{Tuple{Plots.Axis},Array{String,1}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.materialize),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.contour_levels),Tuple{Array{Any,1},Base.RefValue{Tuple{Float64,Float64}}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.materialize),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.get_linecolor),Tuple{Array{Any,1},Base.RefValue{Tuple{Float64,Float64}}}}})
+    Base.precompile(Tuple{typeof(Base.Broadcast.materialize),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Nothing,typeof(Plots.get_z_normalized),Tuple{Array{Float64,1},Float64,Float64}}})
+    Base.precompile(Tuple{typeof(Base._array_for),Type{Plots.Axis},Array{Any,1},Base.HasShape{1}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String,Symbol}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Array{Symbol,2},Tuple{Symbol,Int64},Tuple{Array{Symbol,2},Int64,Float64,Plots.Stroke}}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Plots.GridLayout,Array{String,1},Array{Symbol,2},Symbol}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Plots.GridLayout,Array{String,2},Symbol,Array{Measures.Length{:mm,Float64},2},Measures.Length{:mm,Float64},Int64}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Plots.GridLayout,Array{Symbol,2},Bool,Nothing,Symbol}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{StepRange{Int64,Int64},Tuple{Int64,Float64,Symbol,Plots.Stroke},Bool,Bool,Int64}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Tuple{Int64,Float64,Plots.PlotText},Bool}}})
+    Base.precompile(Tuple{typeof(Base._compute_eltype),Type{Tuple{Tuple{Int64,Symbol,Symbol},Tuple{Shape,Int64,RGBA{Float64}},Symbol,Symbol,Tuple{Int64,Int64},Tuple{Int64,Int64},Bool}}})
+    Base.precompile(Tuple{typeof(Base._similar_for),Array{Any,1},Type{Int64},Base.Generator{Array{Any,1},typeof(Plots.rowsize)},Base.HasShape{1}})
+    Base.precompile(Tuple{typeof(Base.collect_similar),Array{AbstractLayout,1},Base.Generator{Array{AbstractLayout,1},typeof(Plots.bottompad)}})
+    Base.precompile(Tuple{typeof(Base.collect_similar),Array{AbstractLayout,1},Base.Generator{Array{AbstractLayout,1},typeof(Plots.leftpad)}})
+    Base.precompile(Tuple{typeof(Base.collect_similar),Array{AbstractLayout,1},Base.Generator{Array{AbstractLayout,1},typeof(Plots.rightpad)}})
+    Base.precompile(Tuple{typeof(Base.collect_similar),Array{AbstractLayout,1},Base.Generator{Array{AbstractLayout,1},typeof(Plots.toppad)}})
+    Base.precompile(Tuple{typeof(Base.collect_to_with_first!),Array{Int64,1},Int64,Base.Generator{Array{Any,1},typeof(Plots.rowsize)},Int64})
+    Base.precompile(Tuple{typeof(Base.deepcopy_internal),Array{Plots.Series,1},IdDict{Any,Any}})
+    Base.precompile(Tuple{typeof(Base.indexed_iterate),Tuple{Plots.GridLayout,Int64},Int64})
+    Base.precompile(Tuple{typeof(Base.merge_types),NTuple{5,Symbol},Type{NamedTuple{(:zcolor, :m, :ms, :lab),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String}}},Type{NamedTuple{(:seriestype,),Tuple{Symbol}}}})
+    Base.precompile(Tuple{typeof(Base.merge_types),Tuple{Symbol},Type{NamedTuple{(:annotation,),Tuple{Array{Tuple{Int64,Float64,Plots.PlotText},1}}}},Type{NamedTuple{(),Tuple{}}}})
+    Base.precompile(Tuple{typeof(Base.promote_typeof),String,Plots.PlotText})
+    Base.precompile(Tuple{typeof(Base.vect),Tuple{Int64,Float64,Plots.PlotText},Vararg{Tuple{Int64,Float64,Plots.PlotText},N} where N})
+    Base.precompile(Tuple{typeof(Plots._backend_instance),Symbol})
+    Base.precompile(Tuple{typeof(Plots._cbar_unique),Array{Int64,1},String})
+    Base.precompile(Tuple{typeof(Plots._cbar_unique),Array{Nothing,1},String})
+    Base.precompile(Tuple{typeof(Plots._cbar_unique),Array{PlotUtils.ContinuousColorGradient,1},String})
+    Base.precompile(Tuple{typeof(Plots._cbar_unique),Array{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},1},String})
+    Base.precompile(Tuple{typeof(Plots._cbar_unique),Array{Symbol,1},String})
+    Base.precompile(Tuple{typeof(Plots._create_backend_figure),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots._create_backend_figure),Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(Plots._cycle),Array{Any,1},Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Array{Float64,1},Array{Int64,1}})
+    Base.precompile(Tuple{typeof(Plots._cycle),Array{Float64,1},StepRange{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots._cycle),Array{Float64,1},UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(Plots._cycle),Array{Plots.Subplot,1},Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Array{String,1},Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Base.OneTo{Int64},Array{Int64,1}})
+    Base.precompile(Tuple{typeof(Plots._cycle),ColorPalette,Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Float64,Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Int64,StepRange{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots._cycle),Nothing,Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Plots.Subplot{Plots.GRBackend},Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Plots.Subplot{Plots.PlotlyBackend},Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),Shape,Int64})
+    Base.precompile(Tuple{typeof(Plots._cycle),StepRange{Int64,Int64},Array{Int64,1}})
+    Base.precompile(Tuple{typeof(Plots._cycle),Symbol,Int64})
+    Base.precompile(Tuple{typeof(Plots._heatmap_edges),Array{Float64,1},Bool})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{AbstractArray{Float64,1},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Array{Float64,1},1},Array{Array{Float64,1},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Array{T,1} where T,1},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Array{T,1} where T,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Complex{Float64},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Dates.DateTime,1},UnitRange{Int64},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Float64,1},Array{Float64,1},UnitRange{Int64}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Float64,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Function,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Function,1},Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Function,1},Int64}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Int64,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{OHLC,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{String,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{String,1},Array{String,1},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Tuple{Int64,Int64},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Tuple{Int64,Real},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Array{Union{Missing, Int64},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Plots.PortfolioComposition}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{Plots.Spy}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{StepRange{Int64,Int64},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{UnitRange{Int64}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Tuple{typeof(log),Int64}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{AbstractArray{Float64,1},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Array{Float64,1},1},Array{Array{Float64,1},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Array{T,1} where T,1},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Array{T,1} where T,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Complex{Float64},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Dates.DateTime,1},UnitRange{Int64},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Float64,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Function,1},Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Int64,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{OHLC,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{String,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{String,1},Array{String,1},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Tuple{Int64,Int64},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Tuple{Int64,Real},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Array{Union{Missing, Int64},1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Plots.PortfolioComposition}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{Plots.Spy}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{StepRange{Int64,Int64},Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots._plot!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Tuple{UnitRange{Int64}}})
+    Base.precompile(Tuple{typeof(Plots._replace_markershape),Array{Symbol,2}})
+    Base.precompile(Tuple{typeof(Plots._replace_markershape),Shape})
+    Base.precompile(Tuple{typeof(Plots._slice_series_args!),Dict{Symbol,Any},Plots.Plot{Plots.GRBackend},Plots.Subplot{Plots.GRBackend},Int64})
+    Base.precompile(Tuple{typeof(Plots._slice_series_args!),Dict{Symbol,Any},Plots.Plot{Plots.PlotlyBackend},Plots.Subplot{Plots.PlotlyBackend},Int64})
+    Base.precompile(Tuple{typeof(Plots._slice_series_args!),RecipesPipeline.DefaultsDict,Plots.Plot{Plots.GRBackend},Plots.Subplot{Plots.GRBackend},Int64})
+    Base.precompile(Tuple{typeof(Plots._slice_series_args!),RecipesPipeline.DefaultsDict,Plots.Plot{Plots.PlotlyBackend},Plots.Subplot{Plots.PlotlyBackend},Int64})
+    Base.precompile(Tuple{typeof(Plots._transform_ticks),Nothing})
+    Base.precompile(Tuple{typeof(Plots._transform_ticks),StepRange{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots._transform_ticks),Symbol})
+    Base.precompile(Tuple{typeof(Plots._transform_ticks),UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(Plots._update_clims),Float64,Float64,Float64,Float64})
+    Base.precompile(Tuple{typeof(Plots._update_clims),Float64,Float64,Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots._update_min_padding!),Plots.GridLayout})
+    Base.precompile(Tuple{typeof(Plots._update_plot_args),Plots.Plot{Plots.GRBackend},RecipesPipeline.DefaultsDict})
+    Base.precompile(Tuple{typeof(Plots._update_plot_args),Plots.Plot{Plots.PlotlyBackend},RecipesPipeline.DefaultsDict})
+    Base.precompile(Tuple{typeof(Plots._update_subplot_args),Plots.Plot{Plots.GRBackend},Plots.Subplot{Plots.GRBackend},Dict{Symbol,Any},Int64,Bool})
+    Base.precompile(Tuple{typeof(Plots._update_subplot_args),Plots.Plot{Plots.PlotlyBackend},Plots.Subplot{Plots.PlotlyBackend},Dict{Symbol,Any},Int64,Bool})
+    Base.precompile(Tuple{typeof(Plots._update_subplot_periphery),Plots.Subplot{Plots.GRBackend},Array{Any,1}})
+    Base.precompile(Tuple{typeof(Plots._update_subplot_periphery),Plots.Subplot{Plots.PlotlyBackend},Array{Any,1}})
+    Base.precompile(Tuple{typeof(Plots.allStyles),Symbol})
+    Base.precompile(Tuple{typeof(Plots.attr),Plots.EmptyLayout,Symbol,Symbol})
+    Base.precompile(Tuple{typeof(Plots.attr),Plots.EmptyLayout,Symbol})
+    Base.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}}}})
+    Base.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}}}})
+    Base.precompile(Tuple{typeof(Plots.bottompad),Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.build_layout),Plots.GridLayout,Int64})
+    Base.precompile(Tuple{typeof(Plots.calc_num_subplots),Plots.EmptyLayout})
+    Base.precompile(Tuple{typeof(Plots.convertLegendValue),Bool})
+    Base.precompile(Tuple{typeof(Plots.convertLegendValue),Symbol})
+    Base.precompile(Tuple{typeof(Plots.convert_to_polar),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1},Tuple{Int64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.create_grid),Expr})
+    Base.precompile(Tuple{typeof(Plots.discrete_value!),Plots.Axis,Array{String,1}})
+    Base.precompile(Tuple{typeof(Plots.discrete_value!),Plots.Axis,Array{Union{Missing, Float64},1}})
+    Base.precompile(Tuple{typeof(Plots.error_coords),Array{Float64,1},Array{Float64,1},Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    Base.precompile(Tuple{typeof(Plots.error_coords),Array{Float64,1},Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.error_zipit),Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,Array{Int64,1}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,Base.OneTo{Int64}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,StepRange{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,Surface{Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.expand_extrema!),Plots.Axis,UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(Plots.extend_by_data!),Array{Float64,1},Float64})
+    Base.precompile(Tuple{typeof(Plots.fakedata),Int64,Vararg{Int64,N} where N})
+    Base.precompile(Tuple{typeof(Plots.get_clims),Plots.Subplot{Plots.GRBackend},Plots.Series,Function})
+    Base.precompile(Tuple{typeof(Plots.get_fillcolor),Plots.Series,Tuple{Float64,Float64},Int64})
+    Base.precompile(Tuple{typeof(Plots.get_fillcolor),Plots.Series,Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.get_gradient),PlotUtils.ContinuousColorGradient})
+    Base.precompile(Tuple{typeof(Plots.get_linecolor),Plots.Series,Tuple{Float64,Float64},Int64})
+    Base.precompile(Tuple{typeof(Plots.get_linecolor),Plots.Series,Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.get_minor_ticks),Plots.Subplot{Plots.GRBackend},Plots.Axis,Tuple{Array{Float64,1},Array{Any,1}}})
+    Base.precompile(Tuple{typeof(Plots.get_minor_ticks),Plots.Subplot{Plots.GRBackend},Plots.Axis,Tuple{Array{Float64,1},Array{String,1}}})
+    Base.precompile(Tuple{typeof(Plots.get_minor_ticks),Plots.Subplot{Plots.GRBackend},Plots.Axis,Tuple{Array{Int64,1},Array{String,1}}})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),ColorPalette,Plots.Subplot{Plots.PlotlyBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),Int64,Plots.Subplot{Plots.GRBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),Int64,Plots.Subplot{Plots.PlotlyBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),PlotUtils.ContinuousColorGradient,Plots.Subplot{Plots.GRBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),PlotUtils.ContinuousColorGradient,Plots.Subplot{Plots.PlotlyBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),RGBA{Float64},Plots.Subplot{Plots.GRBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),RGBA{Float64},Plots.Subplot{Plots.PlotlyBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),Symbol,Plots.Subplot{Plots.GRBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_series_color),Symbol,Plots.Subplot{Plots.PlotlyBackend},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.get_subplot),Plots.Plot{Plots.GRBackend},Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.get_subplot),Plots.Plot{Plots.PlotlyBackend},Plots.Subplot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(Plots.get_thickness_scaling),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.get_xy),OHLC{Float64},Int64,Float64})
+    Base.precompile(Tuple{typeof(Plots.gr_axis_height),Plots.Subplot{Plots.GRBackend},Plots.Axis})
+    Base.precompile(Tuple{typeof(Plots.gr_axis_width),Plots.Subplot{Plots.GRBackend},Plots.Axis})
+    Base.precompile(Tuple{typeof(Plots.gr_display),Plots.Subplot{Plots.GRBackend},Measures.Length{:mm,Float64},Measures.Length{:mm,Float64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_colorbar),Plots.GRColorbar,Plots.Subplot{Plots.GRBackend},Tuple{Float64,Float64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_marker),Plots.Series,Float64,Float64,Tuple{Float64,Float64},Int64,Float64,Float64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_marker),Plots.Series,Float64,Float64,Tuple{Float64,Float64},Int64,Int64,Int64,Shape})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_marker),Plots.Series,Float64,Float64,Tuple{Float64,Float64},Int64,Int64,Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_marker),Plots.Series,Int64,Float64,Tuple{Float64,Float64},Int64,Float64,Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_marker),Plots.Series,Int64,Float64,Tuple{Float64,Float64},Int64,Int64,Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_marker),Plots.Series,Int64,Int64,Tuple{Float64,Float64},Int64,Int64,Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Array{Float64,1},Array{Float64,1},Tuple{Float64,Float64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Array{Float64,1},Array{Float64,1},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Array{Int64,1},Array{Float64,1},Tuple{Float64,Float64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Array{Int64,1},Array{Float64,1},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Array{Int64,1},Array{Int64,1},Tuple{Float64,Float64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Array{Int64,1},Array{Int64,1},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Base.OneTo{Int64},Array{Float64,1},Tuple{Float64,Float64},Array{Float64,1},Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Base.OneTo{Int64},Array{Float64,1},Tuple{Float64,Float64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Base.OneTo{Int64},Array{Float64,1},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,Float64,Float64,Tuple{Float64,Float64},Float64,Float64})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1},Tuple{Float64,Float64},Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_draw_markers),Plots.Series,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_fill_viewport),Array{Float64,1},RGBA{Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_get_ticks_size),Tuple{Array{Float64,1},Array{Any,1}},Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_get_ticks_size),Tuple{Array{Float64,1},Array{String,1}},Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_get_ticks_size),Tuple{Array{Int64,1},Array{String,1}},Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_legend_pos),Plots.Subplot{Plots.GRBackend},Float64,Float64,Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.gr_polaraxes),Int64,Float64,Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.gr_polyline),Array{Float64,1},Array{Float64,1},Function})
+    Base.precompile(Tuple{typeof(Plots.gr_set_bordercolor),RGBA{Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_set_fill),RGBA{Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_set_gradient),PlotUtils.ContinuousColorGradient})
+    Base.precompile(Tuple{typeof(Plots.gr_set_line),Float64,Symbol,RGBA{Float64},Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.gr_set_line),Int64,Symbol,RGBA{Float64},Plots.Series})
+    Base.precompile(Tuple{typeof(Plots.gr_set_markercolor),RGBA{Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_set_textcolor),RGBA{Float64}})
+    Base.precompile(Tuple{typeof(Plots.gr_set_transparency),RGBA{Float64},Float64})
+    Base.precompile(Tuple{typeof(Plots.gr_set_transparency),RGBA{Float64},Int64})
+    Base.precompile(Tuple{typeof(Plots.gr_set_transparency),RGBA{Float64},Nothing})
+    Base.precompile(Tuple{typeof(Plots.gr_text_size),String})
+    Base.precompile(Tuple{typeof(Plots.gr_tick_label),Plots.Axis,String})
+    Base.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}})
+    Base.precompile(Tuple{typeof(Plots.gr_w3tondc),Float64,Float64,Float64})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),Array{Float64,1},Symbol,Array{Float64,1},Symbol,Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),Array{Float64,1},Symbol,UnitRange{Int64},Symbol,Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),Array{Float64,1},Symbol})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),Base.OneTo{Int64},Symbol,Base.OneTo{Int64},Symbol,Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),Base.OneTo{Int64},Symbol})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Symbol,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Symbol,Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Symbol})
+    Base.precompile(Tuple{typeof(Plots.heatmap_edges),UnitRange{Int64},Symbol})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_extrema),Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_extrema),Array{Float64,2}})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_extrema),Base.OneTo{Int64}})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_extrema),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}}})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_extrema),StepRange{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_maximum),Base.OneTo{Int64}})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_minimum),Array{Int64,1}})
+    Base.precompile(Tuple{typeof(Plots.ignorenan_minimum),Base.OneTo{Int64}})
+    Base.precompile(Tuple{typeof(Plots.intersection_point),Float64,Float64,Float64,Float64,Float64,Float64})
+    Base.precompile(Tuple{typeof(Plots.is_2tuple),Int64})
+    Base.precompile(Tuple{typeof(Plots.is_2tuple),Symbol})
+    Base.precompile(Tuple{typeof(Plots.is_2tuple),Tuple{Array{Float64,1},Array{Float64,1}}})
+    Base.precompile(Tuple{typeof(Plots.is_2tuple),Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.is_2tuple),Tuple{Int64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.is_2tuple),Tuple{Int64,Int64}})
+    Base.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}}}}})
+    Base.precompile(Tuple{typeof(Plots.is_marker_supported),Plots.Stroke})
+    Base.precompile(Tuple{typeof(Plots.is_marker_supported),Shape})
+    Base.precompile(Tuple{typeof(Plots.is_uniformly_spaced),Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.ispolar),Plots.Subplot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(Plots.labelfunc),Symbol,Plots.GRBackend})
+    Base.precompile(Tuple{typeof(Plots.layout_args),Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots.layout_args),Int64,Plots.GridLayout})
+    Base.precompile(Tuple{typeof(Plots.layout_args),Int64,Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.layout_args),Int64})
+    Base.precompile(Tuple{typeof(Plots.layout_args),Plots.GridLayout})
+    Base.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}}}})
+    Base.precompile(Tuple{typeof(Plots.leftpad),Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.link_axes!),Plots.Axis})
+    Base.precompile(Tuple{typeof(Plots.link_axes!),Plots.Subplot{Plots.GRBackend},Symbol})
+    Base.precompile(Tuple{typeof(Plots.link_axes!),Plots.Subplot{Plots.PlotlyBackend},Symbol})
+    Base.precompile(Tuple{typeof(Plots.locate_annotation),Plots.Subplot{Plots.GRBackend},Int64,Float64,Plots.PlotText})
+    Base.precompile(Tuple{typeof(Plots.make_fillrange_side),UnitRange{Int64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.make_fillrange_side),UnitRange{Int64},Int64})
+    Base.precompile(Tuple{typeof(Plots.make_fillrange_side),UnitRange{Int64},LinRange{Float64}})
+    Base.precompile(Tuple{typeof(Plots.make_fillrange_side),UnitRange{Int64},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}}})
+    Base.precompile(Tuple{typeof(Plots.make_steps),Nothing,Symbol})
+    Base.precompile(Tuple{typeof(Plots.optimal_ticks_and_labels),Plots.Subplot{Plots.GRBackend},Plots.Axis,StepRange{Int64,Int64}})
+    Base.precompile(Tuple{typeof(Plots.optimal_ticks_and_labels),Plots.Subplot{Plots.GRBackend},Plots.Axis,UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(Plots.plotarea!),Plots.GridLayout,Measures.BoundingBox{Tuple{Measures.Length{:mm,Float64},Measures.Length{:mm,Float64}},Tuple{Measures.Length{:mm,Float64},Measures.Length{:mm,Float64}}}})
+    Base.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}}}})
+    Base.precompile(Tuple{typeof(Plots.processFillArg),Dict{Symbol,Any},Bool})
+    Base.precompile(Tuple{typeof(Plots.processFillArg),Dict{Symbol,Any},Int64})
+    Base.precompile(Tuple{typeof(Plots.processFillArg),Dict{Symbol,Any},Symbol})
+    Base.precompile(Tuple{typeof(Plots.processFontArg!),Dict{Symbol,Any},Symbol,Int64})
+    Base.precompile(Tuple{typeof(Plots.processFontArg!),Dict{Symbol,Any},Symbol,String})
+    Base.precompile(Tuple{typeof(Plots.processFontArg!),Dict{Symbol,Any},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(Plots.processGridArg!),Dict{Symbol,Any},Bool,Symbol})
+    Base.precompile(Tuple{typeof(Plots.processGridArg!),Dict{Symbol,Any},Float64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.processGridArg!),Dict{Symbol,Any},Int64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.processGridArg!),Dict{Symbol,Any},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(Plots.processGridArg!),RecipesPipeline.DefaultsDict,Bool,Symbol})
+    Base.precompile(Tuple{typeof(Plots.processLineArg),Dict{Symbol,Any},Array{Symbol,2}})
+    Base.precompile(Tuple{typeof(Plots.processLineArg),Dict{Symbol,Any},Float64})
+    Base.precompile(Tuple{typeof(Plots.processLineArg),Dict{Symbol,Any},Int64})
+    Base.precompile(Tuple{typeof(Plots.processLineArg),Dict{Symbol,Any},Symbol})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Array{Symbol,2}})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Bool})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Float64})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Int64})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Plots.Stroke})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},RGBA{Float64}})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Shape})
+    Base.precompile(Tuple{typeof(Plots.processMarkerArg),Dict{Symbol,Any},Symbol})
+    Base.precompile(Tuple{typeof(Plots.processMinorGridArg!),Dict{Symbol,Any},Bool,Symbol})
+    Base.precompile(Tuple{typeof(Plots.process_annotation),Plots.Subplot{Plots.GRBackend},Int64,Float64,Plots.PlotText})
+    Base.precompile(Tuple{typeof(Plots.process_annotation),Plots.Subplot{Plots.PlotlyBackend},Int64,Float64,Plots.PlotText})
+    Base.precompile(Tuple{typeof(Plots.process_axis_arg!),Dict{Symbol,Any},StepRange{Int64,Int64},Symbol})
+    Base.precompile(Tuple{typeof(Plots.process_axis_arg!),Dict{Symbol,Any},String,Symbol})
+    Base.precompile(Tuple{typeof(Plots.process_axis_arg!),Dict{Symbol,Any},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(Plots.process_axis_arg!),Dict{Symbol,Any},Tuple{Int64,Int64},Symbol})
+    Base.precompile(Tuple{typeof(Plots.process_clims),Symbol})
+    Base.precompile(Tuple{typeof(Plots.reset_axis_defaults_byletter!)})
+    Base.precompile(Tuple{typeof(Plots.rightpad),Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.rowsize),Expr})
+    Base.precompile(Tuple{typeof(Plots.rowsize),Symbol})
+    Base.precompile(Tuple{typeof(Plots.series_annotations),Array{Any,1}})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Array{Float64,2},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Array{Measures.Length{:mm,Float64},2},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Array{PlotUtils.ContinuousColorGradient,2},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Array{RGBA{Float64},2},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Array{String,2},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Array{Symbol,2},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Base.ReshapedArray{Int64,2,UnitRange{Int64},Tuple{}},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Bool,Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Float64,Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Function,Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Int64,Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Nothing,Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),RGBA{Float64},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),StepRange{Int64,Int64},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),String,Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Symbol,Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Tuple{Float64,Float64},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Tuple{Int64,Float64},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),Tuple{Int64,Int64},Int64})
+    Base.precompile(Tuple{typeof(Plots.slice_arg),UnitRange{Int64},Int64})
+    Base.precompile(Tuple{typeof(Plots.straightline_data),Tuple{Float64,Float64},Tuple{Float64,Float64},Array{Float64,1},Array{Float64,1},Int64})
+    Base.precompile(Tuple{typeof(Plots.toppad),Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(Plots.transpose_z),Plots.Series,Array{Float64,2},Bool})
+    Base.precompile(Tuple{typeof(Plots.update_child_bboxes!),Plots.Subplot{Plots.GRBackend},Array{Measures.Length{:mm,Float64},1}})
+    Base.precompile(Tuple{typeof(Plots.widen),Float64,Float64,Symbol})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Array{Any,1}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Array{Float64,1}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Bool})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Float64})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Int64})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Nothing})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Plots.SeriesAnnotations})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Array{Symbol,2},Int64,Float64,Plots.Stroke}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Array{Symbol,2},Int64}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Int64,Array{Symbol,2}}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Int64,Float64,Symbol,Plots.Stroke}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Int64,Float64,Symbol}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Int64,String}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Int64,Symbol,Float64,Array{Symbol,2}}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Int64,Symbol,Symbol}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Int64,Symbol}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{LinRange{Float64},LinRange{Float64}}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Shape,Int64,RGBA{Float64}}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{String,Symbol}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{String,Tuple{Int64,Int64},StepRange{Int64,Int64},Symbol}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Symbol,Float64,Plots.Stroke}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Symbol,Int64}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Symbol,Symbol,Int64,Symbol,Float64}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{Symbol,Symbol,Symbol,Int64,Float64}})
+    Base.precompile(Tuple{typeof(Plots.wraptuple),Tuple{}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Array{Complex{Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Array{OHLC,1}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Plots.PortfolioComposition})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Plots.Spy})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:bar}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:bar}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:contour}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:contour}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:heatmap}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:heatmap}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:histogram2d}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:histogram2d}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:histogram}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:histogram}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:hline}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:hline}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:image}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:path}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:path}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:pie}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:pie}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:scatter}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:scatter}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:shape}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:shape}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:spy}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:spy}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:vline}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:vline}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:wireframe}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:wireframe}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:xerror}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:xerror}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:yerror}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:yerror}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:zerror}},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),Dict{Symbol,Any},Type{Val{:zerror}},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:barbins}},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:barhist}},Base.OneTo{Int64},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:bar}},Array{Float64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:bar}},Array{Int64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:bar}},Base.OneTo{Int64},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:bins2d}},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Surface{Array{Float64,2}}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:histogram2d}},Array{Float64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:histogram}},Base.OneTo{Int64},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:hline}},Base.OneTo{Int64},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:line}},Base.OneTo{Int64},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:pie}},Array{String,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:steppost}},Array{Float64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:steppre}},Array{Float64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:steppre}},Array{Int64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:steppre}},Base.OneTo{Int64},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:sticks}},Array{Float64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:vline}},Base.OneTo{Int64},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:xerror}},Array{Float64,1},Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:xerror}},Array{Float64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:yerror}},Array{Float64,1},Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:yerror}},Array{Float64,1},Array{Float64,1},Nothing})
+    Base.precompile(Tuple{typeof(RecipesBase.apply_recipe),RecipesPipeline.DefaultsDict,Type{Val{:zerror}},Array{Float64,1},Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.is_seriestype_supported),Plots.Plot{Plots.GRBackend},Symbol})
+    Base.precompile(Tuple{typeof(RecipesPipeline.is_seriestype_supported),Plots.Plot{Plots.PlotlyBackend},Symbol})
+    Base.precompile(Tuple{typeof(RecipesPipeline.preprocess_attributes!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.preprocess_attributes!),Plots.Plot{Plots.GRBackend},RecipesPipeline.DefaultsDict})
+    Base.precompile(Tuple{typeof(RecipesPipeline.preprocess_attributes!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.preprocess_attributes!),Plots.Plot{Plots.PlotlyBackend},RecipesPipeline.DefaultsDict})
+    Base.precompile(Tuple{typeof(RecipesPipeline.process_userrecipe!),Plots.Plot{Plots.GRBackend},Array{Dict{Symbol,Any},1},Dict{Symbol,Any}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.process_userrecipe!),Plots.Plot{Plots.PlotlyBackend},Array{Dict{Symbol,Any},1},Dict{Symbol,Any}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.GRBackend},Symbol,Array{Int64,1},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.GRBackend},Symbol,Array{String,1},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.GRBackend},Symbol,Array{Symbol,2},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.GRBackend},Symbol,Plots.GridLayout,Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.GRBackend},Symbol,Plots.Plot{Plots.GRBackend},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.GRBackend},Symbol,String,Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.GRBackend},Symbol,Symbol,Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.PlotlyBackend},Symbol,Array{Int64,1},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.PlotlyBackend},Symbol,Array{String,1},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.PlotlyBackend},Symbol,Array{Symbol,2},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.PlotlyBackend},Symbol,Plots.GridLayout,Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.PlotlyBackend},Symbol,Plots.Plot{Plots.PlotlyBackend},Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.PlotlyBackend},Symbol,String,Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.splittable_attribute),Plots.Plot{Plots.PlotlyBackend},Symbol,Symbol,Int64})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{AbstractArray{Float64,1},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Array{Float64,1},1},Vararg{Array{Array{Float64,1},1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Array{T,1} where T,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Array{T,1} where T,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Complex{Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Dates.DateTime,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Float64,2}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Function,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Int64,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{OHLC,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Tuple{Int64,Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Array{Union{Missing, Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Formatted{Array{Int64,1}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Int64,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Nothing,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Plots.PortfolioComposition})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Plots.Spy})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,RecipesPipeline.GroupBy,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,StepRange{Int64,Int64},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,Type,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Array{RecipeData,1},Symbol,UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{AbstractArray{Float64,1},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Array{Float64,1},1},Vararg{Array{Array{Float64,1},1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Array{T,1} where T,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Array{T,1} where T,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Complex{Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Dates.DateTime,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Float64,2}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Function,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Int64,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{OHLC,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Tuple{Int64,Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Array{Union{Missing, Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Formatted{Array{Int64,1}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Int64,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Nothing,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Plots.PortfolioComposition})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Plots.Spy})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,RecipesPipeline.GroupBy,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,StepRange{Int64,Int64},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,Type,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},Dict{Symbol,Any},Symbol,UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Array{Array{Float64,1},1},Vararg{Array{Array{Float64,1},1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Array{Array{T,1} where T,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Array{Dates.DateTime,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Array{Function,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Formatted{Array{Int64,1}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Int64,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Nothing,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,RecipesPipeline.GroupBy,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,StepRange{Int64,Int64},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipeData,Symbol,Type,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.GRBackend},RecipesPipeline.DefaultsDict,Symbol,Symbol})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{AbstractArray{Float64,1},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Array{Float64,1},1},Vararg{Array{Array{Float64,1},1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Array{T,1} where T,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Array{T,1} where T,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Complex{Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Dates.DateTime,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Float64,2}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Function,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Int64,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{OHLC,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Tuple{Int64,Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Array{Union{Missing, Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Formatted{Array{Int64,1}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Nothing,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Plots.PortfolioComposition})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Plots.Spy})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,RecipesPipeline.GroupBy,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,StepRange{Int64,Int64},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,Type,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Array{RecipeData,1},Symbol,UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{AbstractArray{Float64,1},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Array{Float64,1},1},Vararg{Array{Array{Float64,1},1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Array{T,1} where T,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Array{T,1} where T,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Complex{Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Dates.DateTime,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Float64,2}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Function,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{GeometryBasics.Point{2,Float64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Int64,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{OHLC,1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Tuple{Int64,Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Array{Union{Missing, Int64},1}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Formatted{Array{Int64,1}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Nothing,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Plots.PortfolioComposition})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Plots.Spy})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,RecipesPipeline.GroupBy,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,StepRange{Int64,Int64},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Symbol})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,Type,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},Dict{Symbol,Any},Symbol,UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{Array{Float64,1},1},Vararg{Array{Array{Float64,1},1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{Array{T,1} where T,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{Dates.DateTime,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{Function,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{Int64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Array{String,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Formatted{Array{Int64,1}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Function,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Nothing,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,RecipesPipeline.GroupBy,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,StepRange{Int64,Int64},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipeData,Symbol,Type,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(RecipesPipeline.warn_on_recipe_aliases!),Plots.Plot{Plots.PlotlyBackend},RecipesPipeline.DefaultsDict,Symbol,Symbol})
+    Base.precompile(Tuple{typeof(annotate!),Array{Tuple{Int64,Float64,Plots.PlotText},1}})
+    Base.precompile(Tuple{typeof(arrow),Int64})
+    Base.precompile(Tuple{typeof(backend),Plots.PlotlyBackend})
+    Base.precompile(Tuple{typeof(bar),Array{Float64,1}})
+    Base.precompile(Tuple{typeof(bbox),Float64,Float64,Float64,Float64})
+    Base.precompile(Tuple{typeof(bbox),Measures.Length{:mm,Float64},Measures.Length{:mm,Float64},Measures.Length{:mm,Float64},Measures.Length{:mm,Float64}})
+    Base.precompile(Tuple{typeof(contour),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(convert),Type{AbstractBackend},Plots.PlotlyBackend})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_colorgradient),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_fillalpha),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linealpha),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linestyle),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linewidth),Tuple{Array{Any,1}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.gr_color),Tuple{Array{RGBA{Float64},1}}}})
+    Base.precompile(Tuple{typeof(copy),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.gr_tick_label),Tuple{Tuple{Plots.Axis},Array{String,1}}}})
+    Base.precompile(Tuple{typeof(copyto!),Array{Any,1},Tuple{String,String,String,String,String,Plots.PlotText}})
+    Base.precompile(Tuple{typeof(deepcopy),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(deepcopy),Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(default),Symbol,Bool})
+    Base.precompile(Tuple{typeof(default),Symbol,Int64})
+    Base.precompile(Tuple{typeof(default),Symbol,String})
+    Base.precompile(Tuple{typeof(default),Symbol,Symbol})
+    Base.precompile(Tuple{typeof(enumerate),Tuple{Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}}})
+    Base.precompile(Tuple{typeof(enumerate),Tuple{Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}}})
+    Base.precompile(Tuple{typeof(enumerate),Tuple{Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}}})
+    Base.precompile(Tuple{typeof(enumerate),Tuple{Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}}})
+    Base.precompile(Tuple{typeof(font),String,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(frame),Animation,Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(get),Dict{Plots.Subplot,Any},Plots.Subplot{Plots.GRBackend},Dict{Symbol,Any}})
+    Base.precompile(Tuple{typeof(get),Dict{Plots.Subplot,Any},Plots.Subplot{Plots.PlotlyBackend},Dict{Symbol,Any}})
+    Base.precompile(Tuple{typeof(get),RecipesPipeline.DefaultsDict,Symbol,Plots.Arrow})
+    Base.precompile(Tuple{typeof(get),RecipesPipeline.DefaultsDict,Symbol,Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(get),RecipesPipeline.DefaultsDict,Symbol,Plots.Subplot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(getproperty),Plots.Arrow,Symbol})
+    Base.precompile(Tuple{typeof(getproperty),Plots.SeriesAnnotations,Symbol})
+    Base.precompile(Tuple{typeof(haskey),Dict{Symbol,Symbol},Shape})
+    Base.precompile(Tuple{typeof(heatmap),Array{Dates.DateTime,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(in),Plots.Arrow,Tuple{Bool,Nothing,Symbol}})
+    Base.precompile(Tuple{typeof(in),Plots.Subplot{Plots.GRBackend},Array{Plots.Subplot,1}})
+    Base.precompile(Tuple{typeof(in),Plots.Subplot{Plots.PlotlyBackend},Array{Plots.Subplot,1}})
+    Base.precompile(Tuple{typeof(iter_segments),Array{Float64,1},Array{Float64,1},Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(iter_segments),Array{Float64,1},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(iter_segments),Array{Int64,1},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(iter_segments),Base.OneTo{Int64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(iter_segments),Base.OneTo{Int64},UnitRange{Int64}})
+    Base.precompile(Tuple{typeof(iter_segments),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(iter_segments),StepRange{Int64,Int64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(iter_segments),UnitRange{Int64},Array{Float64,1}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}}},Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}}},Tuple{Int64}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}}},Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}}},Tuple{Int64}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}}},Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}}},Tuple{Int64}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}}},Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(iterate),Base.Iterators.Enumerate{Tuple{Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}}},Tuple{Int64}})
+    Base.precompile(Tuple{typeof(ohlc),Array{OHLC,1}})
+    Base.precompile(Tuple{typeof(plot!),Array{Float64,2}})
+    Base.precompile(Tuple{typeof(plot!),Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Float64,2}})
+    Base.precompile(Tuple{typeof(plot!),Plots.Plot{Plots.GRBackend},Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{Float64,2}})
+    Base.precompile(Tuple{typeof(plot!),Plots.Plot{Plots.PlotlyBackend},Array{Tuple{Int64,Real},1}})
+    Base.precompile(Tuple{typeof(plot),Array{Float64,1}})
+    Base.precompile(Tuple{typeof(plot),Array{Tuple{Int64,Int64},1}})
+    Base.precompile(Tuple{typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend},Vararg{Plots.Plot{Plots.GRBackend},N} where N})
+    Base.precompile(Tuple{typeof(plot),Plots.Plot{Plots.GRBackend},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(plot),Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend},Vararg{Plots.Plot{Plots.PlotlyBackend},N} where N})
+    Base.precompile(Tuple{typeof(plot),Plots.Plot{Plots.PlotlyBackend},Plots.Plot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Function})
+    Base.precompile(Tuple{typeof(push!),Plots.Plot{Plots.GRBackend},Float64,Array{Float64,1}})
+    Base.precompile(Tuple{typeof(push!),Segments{Float64},Float64,Float64,Float64,Float64,Vararg{Float64,N} where N})
+    Base.precompile(Tuple{typeof(push!),Segments{Float64},Float64,Int64,Int64,Float64,Vararg{Float64,N} where N})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64,Float64}},Tuple{Float64,Float64,Float64},Tuple{Float64,Float64,Float64}})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64}},Tuple{Float64,Float64},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64}},Tuple{Float64,Int64},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64}},Tuple{Float64,Int64},Tuple{Float64,Int64}})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64}},Tuple{Int64,Float64},Tuple{Float64,Float64}})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64}},Tuple{Int64,Float64},Tuple{Int64,Float64}})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64}},Tuple{Int64,Int64},Tuple{Float64,Int64}})
+    Base.precompile(Tuple{typeof(push!),Segments{Tuple{Float64,Float64}},Tuple{Int64,Int64},Tuple{Int64,Int64}})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Any,Any},Plots.Plot{Plots.GRBackend},Int64})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Any,Any},Plots.Plot{Plots.PlotlyBackend},Int64})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Any,Plots.Subplot},Plots.Subplot{Plots.GRBackend},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Any,Plots.Subplot},Plots.Subplot{Plots.PlotlyBackend},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Plots.Subplot,Any},Dict{Symbol,Any},Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Plots.Subplot,Any},Dict{Symbol,Any},Plots.Subplot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Plots.Arrow,Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Plots.GridLayout,Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Plots.Subplot{Plots.GRBackend},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Plots.Subplot{Plots.PlotlyBackend},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Tuple{Array{Symbol,2},Int64,Float64,Plots.Stroke},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Tuple{Int64,Float64,Plots.PlotText},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Tuple{Int64,Float64,Symbol,Plots.Stroke},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Tuple{Shape,Int64,RGBA{Float64}},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Dict{Symbol,Any},Tuple{Symbol,Float64,Plots.Stroke},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Plots.Axis,Array{Any,1},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Plots.Axis,Array{Float64,1},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Plots.Axis,Dict{Any,Any},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Plots.Axis,Plots.Extrema,Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Plots.GridLayout,Plots.EmptyLayout,Int64,Int64})
+    Base.precompile(Tuple{typeof(setindex!),Plots.GridLayout,Plots.GridLayout,Int64,Int64})
+    Base.precompile(Tuple{typeof(setindex!),Plots.Plot{Plots.GRBackend},RGBA{Float64},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),Plots.Plot{Plots.PlotlyBackend},RGBA{Float64},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),RecipesPipeline.DefaultsDict,Array{Tuple{Int64,Float64,Plots.PlotText},1},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),RecipesPipeline.DefaultsDict,Plots.Arrow,Symbol})
+    Base.precompile(Tuple{typeof(setindex!),RecipesPipeline.DefaultsDict,Plots.GridLayout,Symbol})
+    Base.precompile(Tuple{typeof(setindex!),RecipesPipeline.DefaultsDict,Plots.Subplot{Plots.GRBackend},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),RecipesPipeline.DefaultsDict,Plots.Subplot{Plots.PlotlyBackend},Symbol})
+    Base.precompile(Tuple{typeof(setindex!),RecipesPipeline.DefaultsDict,Tuple{Int64,Float64,Plots.PlotText},Symbol})
+    Base.precompile(Tuple{typeof(setproperty!),Plots.GridLayout,Symbol,Measures.BoundingBox{Tuple{Measures.Length{:mm,Float64},Measures.Length{:mm,Float64}},Tuple{Measures.Length{:mm,Float64},Measures.Length{:mm,Float64}}}})
+    Base.precompile(Tuple{typeof(show),IOStream,MIME{Symbol("image/png")},Plots.Plot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(similar),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.contour_levels),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}},Base.RefValue{Tuple{Float64,Float64}}}},Type{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}}}})
+    Base.precompile(Tuple{typeof(similar),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_colorgradient),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Type{PlotUtils.ContinuousColorGradient}})
+    Base.precompile(Tuple{typeof(similar),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_fillalpha),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Type{Nothing}})
+    Base.precompile(Tuple{typeof(similar),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linealpha),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Type{Nothing}})
+    Base.precompile(Tuple{typeof(similar),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linecolor),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}},Base.RefValue{Tuple{Float64,Float64}}}},Type{PlotUtils.ContinuousColorGradient}})
+    Base.precompile(Tuple{typeof(similar),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linestyle),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Type{Symbol}})
+    Base.precompile(Tuple{typeof(similar),Base.Broadcast.Broadcasted{Base.Broadcast.DefaultArrayStyle{1},Tuple{Base.OneTo{Int64}},typeof(Plots.get_linewidth),Tuple{Base.Broadcast.Extruded{Array{Any,1},Tuple{Bool},Tuple{Int64}}}},Type{Int64}})
+    Base.precompile(Tuple{typeof(stroke),Int64,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(text),String,Int64,Symbol,Vararg{Symbol,N} where N})
+    Base.precompile(Tuple{typeof(text),String,Symbol,Int64,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(text),String,Symbol})
+    Base.precompile(Tuple{typeof(title!),String})
+    Base.precompile(Tuple{typeof(vcat),Array{Any,1},Tuple{Int64,Float64,Plots.PlotText}})
+    Base.precompile(Tuple{typeof(vline!),Array{Int64,1}})
+    Base.precompile(Tuple{typeof(xgrid!),Plots.Plot{Plots.GRBackend},Symbol,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(xgrid!),Plots.Plot{Plots.PlotlyBackend},Symbol,Vararg{Any,N} where N})
+    Base.precompile(Tuple{typeof(xlims),Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(xlims),Plots.Subplot{Plots.PlotlyBackend}})
+    Base.precompile(Tuple{typeof(yaxis!),String,Symbol})
+    Base.precompile(Tuple{typeof(ylims),Plots.Subplot{Plots.GRBackend}})
+    Base.precompile(Tuple{typeof(ylims),Plots.Subplot{Plots.PlotlyBackend}})
+    isdefined(Plots, Symbol("##GridLayout#143")) && Base.precompile(Tuple{getfield(Plots, Symbol("##GridLayout#143")),Plots.RootLayout,Array{Float64,1},Array{Float64,1},Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}},Type{Plots.GridLayout},Int64,Vararg{Int64,N} where N})
+    isdefined(Plots, Symbol("##gr_polyline#339")) && Base.precompile(Tuple{getfield(Plots, Symbol("##gr_polyline#339")),Symbol,Symbol,typeof(Plots.gr_polyline),Array{Float64,1},Array{Float64,1},typeof(GR.fillarea)})
+    isdefined(Plots, Symbol("##gr_set_font#340")) && Base.precompile(Tuple{getfield(Plots, Symbol("##gr_set_font#340")),Symbol,Symbol,RGBA{Float64},Float64,typeof(Plots.gr_set_font),Plots.Font,Plots.Subplot{Plots.GRBackend}})
+    isdefined(Plots, Symbol("##gr_set_font#340")) && Base.precompile(Tuple{getfield(Plots, Symbol("##gr_set_font#340")),Symbol,Symbol,RGBA{Float64},Int64,typeof(Plots.gr_set_font),Plots.Font,Plots.Subplot{Plots.GRBackend}})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Any,NTuple{5,Symbol},NamedTuple{(:zcolor, :m, :ms, :lab, :seriestype),Tuple{Array{Float64,1},Tuple{Symbol,Float64,Plots.Stroke},Array{Float64,1},String,Symbol}}},typeof(plot!),Array{Float64,1}})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol,Symbol},NamedTuple{(:marker, :series_annotations, :seriestype),Tuple{Tuple{Int64,Float64,Symbol},Array{Any,1},Symbol}}},typeof(plot!),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol,Symbol},NamedTuple{(:markersize, :c, :seriestype),Tuple{Int64,Symbol,Symbol}}},typeof(plot!),Array{Float64,1}})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol},NamedTuple{(:alpha, :seriestype),Tuple{Float64,Symbol}}},typeof(plot!),Array{GeometryBasics.Point{2,Float64},1}})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol},NamedTuple{(:line, :seriestype),Tuple{Tuple{Int64,Symbol,Float64,Array{Symbol,2}},Symbol}}},typeof(plot!),Array{Float64,2}})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol},NamedTuple{(:seriestype, :inset),Tuple{Symbol,Tuple{Int64,Measures.BoundingBox{Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}},Tuple{Measures.Length{:w,Float64},Measures.Length{:h,Float64}}}}}}},typeof(plot!),Array{Int64,1},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Array{Tuple{Int64,Float64,Plots.PlotText},1},Tuple{Symbol},NamedTuple{(:annotation,),Tuple{Array{Tuple{Int64,Float64,Plots.PlotText},1}}}},typeof(plot!)})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Int64,Tuple{Symbol},NamedTuple{(:w,),Tuple{Int64}}},typeof(plot!),Array{Float64,1},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,String,Tuple{Symbol},NamedTuple{(:title,),Tuple{String}}},typeof(plot!)})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Symbol,Tuple{Symbol},NamedTuple{(:seriestype,),Tuple{Symbol}}},typeof(plot!),Array{Int64,1}})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Symbol,Tuple{String,Symbol},Tuple{Symbol},NamedTuple{(:yaxis,),Tuple{Tuple{String,Symbol}}}},typeof(plot!)})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}},typeof(plot!),Array{Float64,2}})
+    isdefined(Plots, Symbol("##plot!#128")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot!#128")),Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}},typeof(plot!),Array{Tuple{Int64,Real},1}})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,NTuple{5,Symbol},NamedTuple{(:lab, :w, :palette, :fill, :α),Tuple{String,Int64,PlotUtils.ContinuousColorGradient,Int64,Float64}}},typeof(plot),StepRange{Int64,Int64},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,NTuple{5,Symbol},NamedTuple{(:label, :title, :xlabel, :linewidth, :legend),Tuple{Array{String,2},String,String,Int64,Symbol}}},typeof(plot),Array{Function,1},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,NTuple{5,Symbol},NamedTuple{(:zcolor, :m, :leg, :cbar, :w),Tuple{StepRange{Int64,Int64},Tuple{Int64,Float64,Symbol,Plots.Stroke},Bool,Bool,Int64}}},typeof(plot),Array{Float64,1},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,NTuple{7,Symbol},NamedTuple{(:line, :marker, :bg, :fg, :xlim, :ylim, :leg),Tuple{Tuple{Int64,Symbol,Symbol},Tuple{Shape,Int64,RGBA{Float64}},Symbol,Symbol,Tuple{Int64,Int64},Tuple{Int64,Int64},Bool}}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol,Symbol},NamedTuple{(:line, :lab, :ms),Tuple{Tuple{Array{Symbol,2},Int64},Array{String,2},Int64}}},typeof(plot),Array{Array{T,1} where T,1},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol,Symbol},NamedTuple{(:line, :leg, :fill),Tuple{Int64,Bool,Tuple{Int64,Symbol}}}},typeof(plot),Function,Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol,Symbol},NamedTuple{(:line_z, :linewidth, :legend),Tuple{StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Int64,Bool}}},typeof(plot),Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol,Symbol},NamedTuple{(:xlims, :ylims, :leg),Tuple{Tuple{Int64,Float64},Tuple{Int64,Int64},Bool}}},typeof(plot),Function,Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol},NamedTuple{(:leg, :seriestype),Tuple{Bool,Symbol}}},typeof(plot),Array{Function,1},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Any,Tuple{Symbol,Symbol},NamedTuple{(:proj, :m),Tuple{Symbol,Int64}}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Bool,Tuple{Symbol},NamedTuple{(:leg,),Tuple{Bool}}},typeof(plot),Array{Function,1},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Symbol,Int64,Tuple{Symbol},NamedTuple{(:arrow,),Tuple{Int64}}},typeof(plot),Array{Float64,1},Vararg{Array{Float64,1},N} where N})
+    isdefined(Plots, Symbol("##plot#124")) && Base.precompile(Tuple{getfield(Plots, Symbol("##plot#124")),Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}},typeof(plot),StepRangeLen{Float64,Base.TwicePrecision{Float64},Base.TwicePrecision{Float64}},Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##text#89")) && Base.precompile(Tuple{getfield(Plots, Symbol("##text#89")),Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}},typeof(text),String,Int64,Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("##text#89")) && Base.precompile(Tuple{getfield(Plots, Symbol("##text#89")),Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}},typeof(text),String,Symbol,Vararg{Any,N} where N})
+    isdefined(Plots, Symbol("#144#145")) && Base.precompile(Tuple{getfield(Plots, Symbol("#144#145")),Tuple{Int64,Expr}})
+    isdefined(Plots, Symbol("#144#145")) && Base.precompile(Tuple{getfield(Plots, Symbol("#144#145")),Tuple{Int64,Symbol}})
+    isdefined(Plots, Symbol("#146#147")) && Base.precompile(Tuple{getfield(Plots, Symbol("#146#147")),Tuple{Int64,Expr}})
+    isdefined(Plots, Symbol("#146#147")) && Base.precompile(Tuple{getfield(Plots, Symbol("#146#147")),Tuple{Int64,Symbol}})
+    isdefined(Plots, Symbol("#148#149")) && Base.precompile(Tuple{getfield(Plots, Symbol("#148#149")),Plots.Subplot{Plots.GRBackend}})
+    isdefined(Plots, Symbol("#148#149")) && Base.precompile(Tuple{getfield(Plots, Symbol("#148#149")),Plots.Subplot{Plots.PlotlyBackend}})
+    isdefined(Plots, Symbol("#281#314")) && Base.precompile(Tuple{getfield(Plots, Symbol("#281#314"))})
+end

deps/SnoopCompile/precompile_script.jl

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

deps/SnoopCompile/snoop_bench.jl

@@ -0,0 +1,11 @@
+using SnoopCompile
+
+snoop_bench(
+    BotConfig(
+        "Plots",
+        yml_path= "SnoopCompile.yml",
+        else_os = "linux",
+        else_version = "1.4",
+    ),
+    joinpath(@__DIR__, "precompile_script.jl"),
+)

deps/SnoopCompile/snoop_bot.jl

@@ -0,0 +1,11 @@
+using SnoopCompile
+
+snoop_bot(
+    BotConfig(
+        "Plots",
+        yml_path= "SnoopCompile.yml",
+        else_os = "linux",
+        else_version = "1.4",
+    ),
+    joinpath(@__DIR__, "precompile_script.jl"),
+)

deps/build.jl

@@ -1,12 +1,12 @@
 
-#TODO: download https://cdn.plot.ly/plotly-latest.min.js to deps/ if it doesn't exist
+#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-latest.min.js")
+    local_fn = joinpath(dirname(@__FILE__), "plotly-1.54.2.min.js")
     if !isfile(local_fn)
-        @info("Cannot find deps/plotly-latest.min.js... downloading latest version.")
-        download("https://cdn.plot.ly/plotly-latest.min.js", local_fn)
+        @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

deps/generateprecompiles.jl

@@ -1,51 +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
-
-log_path = joinpath(tempdir(), "compiles.log")
-precompiles_path = joinpath(tempdir(), "precompile")
-
-# run examples with GR backend, logging what needs to be compiled
-SnoopCompile.@snoopc log_path begin
-    using Plots
-    Plots.test_examples(:gr, disp=true)
-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",
-    "SparseArrays",
-    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

@@ -1,12 +1,16 @@
 module Plots
 
+if isdefined(Base, :Experimental) && isdefined(Base.Experimental, Symbol("@optlevel"))
+    @eval Base.Experimental.@optlevel 1
+end
+
 const _current_plots_version = VersionNumber(split(first(filter(line -> occursin("version", line), readlines(normpath(@__DIR__, "..", "Project.toml")))), "\"")[2])
 
 using Reexport
 
-import GeometryTypes
+import GeometryTypes, GeometryBasics
 using Dates, Printf, Statistics, Base64, LinearAlgebra, Random
-import SparseArrays: findnz
+import SparseArrays: AbstractSparseMatrix, findnz
 
 using FFMPEG
 
@@ -104,6 +108,7 @@ export
     gif,
     mov,
     mp4,
+    webm,
     animate,
     @animate,
     @gif,
@@ -119,7 +124,11 @@ export
     center,
     BezierCurve,
 
-    plotattr
+    plotattr,
+    scalefontsize,
+    scalefontsizes,
+    resetfontsizes
+
 
 # ---------------------------------------------------------
 
@@ -163,6 +172,26 @@ using .PlotMeasures
 import .PlotMeasures: Length, AbsoluteLength, Measure, width, height
 # ---------------------------------------------------------
 
+import RecipesPipeline
+import RecipesPipeline: SliceIt,
+    DefaultsDict,
+    Formatted,
+    AbstractSurface,
+    Surface,
+    Volume,
+    is3d,
+    is_surface,
+    needs_3d_axes,
+    group_as_matrix, # for StatsPlots
+    reset_kw!,
+    pop_kw!,
+    scale_func,
+    inverse_scale_func,
+    unzip,
+    dateformatter,
+    datetimeformatter,
+    timeformatter
+
 include("types.jl")
 include("utils.jl")
 include("components.jl")
@@ -171,7 +200,6 @@ include("args.jl")
 include("themes.jl")
 include("plot.jl")
 include("pipeline.jl")
-include("series.jl")
 include("layouts.jl")
 include("subplots.jl")
 include("recipes.jl")
@@ -222,7 +250,6 @@ end
 
 const CURRENT_BACKEND = CurrentBackend(:none)
 
-include("precompile.jl")
-_precompile_()
+include("precompile_includer.jl")
 
 end # module

src/animation.jl

@@ -24,6 +24,7 @@ end
 giffn() = (isijulia() ? "tmp.gif" : tempname()*".gif")
 movfn() = (isijulia() ? "tmp.mov" : tempname()*".mov")
 mp4fn() = (isijulia() ? "tmp.mp4" : tempname()*".mp4")
+webmfn() = (isijulia() ? "tmp.webm" : tempname()*".webm")
 
 mutable struct FrameIterator
     itr
@@ -63,6 +64,7 @@ file_extension(fn) = Base.Filesystem.splitext(fn)[2][2:end]
 gif(anim::Animation, fn = giffn(); kw...) = buildanimation(anim, fn; kw...)
 mov(anim::Animation, fn = movfn(); kw...) = buildanimation(anim, fn, false; kw...)
 mp4(anim::Animation, fn = mp4fn(); kw...) = buildanimation(anim, fn, false; kw...)
+webm(anim::Animation, fn = webmfn(); kw...) = buildanimation(anim, fn, false; kw...)
 
 ffmpeg_framerate(fps) = "$fps"
 ffmpeg_framerate(fps::Rational) = "$(fps.num)/$(fps.den)"
@@ -71,6 +73,7 @@ function buildanimation(anim::Animation, fn::AbstractString,
                         is_animated_gif::Bool=true;
                         fps::Real = 20, loop::Integer = 0,
                         variable_palette::Bool=false,
+                        verbose=false,
                         show_msg::Bool=true)
     if length(anim.frames) == 0
         throw(ArgumentError("Cannot build empty animations"))
@@ -79,20 +82,23 @@ function buildanimation(anim::Animation, fn::AbstractString,
     fn = abspath(expanduser(fn))
     animdir = anim.dir
     framerate = ffmpeg_framerate(fps)
+    verbose_level = (verbose isa Int ? verbose :
+                        verbose ? 32  # "info"
+                                : 16) # "error"
 
     if is_animated_gif
         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 0 -framerate $framerate -loop $loop -i $(animdir)/%06d.png -lavfi "$palette" -y $fn`)
+            ffmpeg_exe(`-v $verbose_level -framerate $framerate -loop $loop -i $(animdir)/%06d.png -lavfi "$palette" -y $fn`)
         else
             # generate a colorpalette first so ffmpeg does not have to guess it
-            ffmpeg_exe(`-v 0 -i $(animdir)/%06d.png -vf "palettegen=stats_mode=diff" -y "$(animdir)/palette.bmp"`)
+            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 0 -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 -loop $loop -i $(animdir)/%06d.png -i "$(animdir)/palette.bmp" -lavfi "paletteuse=dither=sierra2_4a" -y $fn`)
         end
     else
-        ffmpeg_exe(`-v 0 -framerate $framerate -loop $loop -i $(animdir)/%06d.png -pix_fmt yuv420p -y $fn`)
+        ffmpeg_exe(`-v $verbose_level -framerate $framerate -loop $loop -i $(animdir)/%06d.png -pix_fmt yuv420p -y $fn`)
     end
 
     show_msg && @info("Saved animation to ", fn)
@@ -106,8 +112,8 @@ function Base.show(io::IO, ::MIME"text/html", agif::AnimatedGif)
     ext = file_extension(agif.filename)
     if ext == "gif"
         html = "<img src=\"data:image/gif;base64," * base64encode(read(agif.filename)) * "\" />"
-    elseif ext in ("mov", "mp4")
-        mimetype = ext == "mov" ? "video/quicktime" : "video/mp4"
+    elseif ext in ("mov", "mp4","webm")
+        mimetype = ext == "mov" ? "video/quicktime" : "video/$ext"
         html = "<video controls><source src=\"data:$mimetype;base64," *
                base64encode(read(agif.filename)) *
                "\" type = \"$mimetype\"></video>"

src/arg_desc.jl

@@ -70,12 +70,13 @@ const _arg_desc = KW(
 :dpi 			  => "Number.  Dots Per Inch of output figures",
 :thickness_scaling        => "Number. Scale for the thickness of all line elements like lines, borders, axes, grid lines, ... defaults to 1.",
 :display_type             => "Symbol (`:auto`, `:gui`, or `:inline`).  When supported, `display` will either open a GUI window or plot inline.",
-:extra_kwargs 	          => "KW (Dict{Symbol,Any}).  Pass a map of extra keyword args which may be specific to a backend.",
+:extra_kwargs 	          => "Either one of (`:plot`, `:subplot`, `:series`) to specify for which element extra keyword args are collected or a KW (Dict{Symbol,Any}) to pass a map of extra keyword args which may be specific to a backend. Default: `:series`.\n Example: `pgfplotsx(); scatter(1:5, extra_kwargs=Dict(:subplot=>Dict(\"axis line shift\" => \"10pt\"))`",
 :fontfamily               => "String or Symbol.  Default font family for title, legend entries, tick labels and guides",
+:warn_on_unsupported      => "Bool. Warn on unsupported attributes, series types and marker shapes",
 
 # subplot args
 :title                    => "String. Subplot title.",
-:title_location           => "Symbol. Position of subplot title. Values: `:left`, `:center`, `:right`",
+: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",
@@ -89,13 +90,14 @@ const _arg_desc = KW(
 :foreground_color_legend  => "Color Type or `:match` (matches `:foreground_color_subplot`).  Foreground color of the legend.",
 :foreground_color_title   => "Color Type or `:match` (matches `:foreground_color_subplot`). Color of subplot title.",
 :color_palette            => "Vector of colors (cycle through) or color gradient (generate list from gradient) or `:auto` (generate a color list using `Colors.distiguishable_colors` and custom seed colors chosen to contrast with the background).  The color palette is a color list from which series colors are automatically chosen.",
-:legend                   => "Bool (show the legend?) or Symbol (legend position).  Symbol values: `:none`, `:best`, `:right`, `:left`, `:top`, `:bottom`, `:inside`, `:legend`, `:topright`, `:topleft`, `:bottomleft`, `:bottomright` (note: only some may be supported in each backend)",
+:legend                   => "Bool (show the legend?) or (x,y) tuple or Symbol (legend position). Bottom left corner of legend is placed at (x,y).  Symbol values: `:none`; `:best`; `:inline`; `:inside`; `:legend`; any valid combination of `:(outer ?)(top/bottom ?)(right/left ?)`, i.e.: `:top`, `:topright`, `:outerleft`, `:outerbottomright` ... (note: only some may be supported in each backend)",
 :legendfontfamily         => "String or Symbol. Font family of legend entries.",
 :legendfontsize           => "Integer. Font pointsize of legend entries.",
 :legendfonthalign         => "Symbol. Font horizontal alignment of legend entries: :hcenter, :left, :right or :center",
 :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",
@@ -103,12 +105,12 @@ const _arg_desc = KW(
 :legendtitlefontrotation       => "Real. Font rotation of the legend title",
 :legendtitlefontcolor          => "Color Type. Font color of the legend title",
 :colorbar                 => "Bool (show the colorbar?) or Symbol (colorbar position).  Symbol values: `:none`, `:best`, `:right`, `:left`, `:top`, `:bottom`, `:legend` (matches legend value) (note: only some may be supported in each backend)",
-:clims 					  => "`:auto` or NTuple{2,Number}.  Fixes the limits of the colorbar.",
+:clims 					  => "`:auto`, NTuple{2,Number}, or a function that takes series data in and returns NTuple{2,Number}.  Fixes the limits of the colorbar.",
 :legendfont               => "Font. Font of legend items.",
 :legendtitlefont          => "Font. Font of the legend title.",
 :annotations              => "(x,y,text) tuple(s).  Can be a single tuple or a list of them.  Text can be String or PlotText (created with `text(args...)`)  Add one-off text annotations at the x,y coordinates.",
 :projection               => "Symbol or String.  '3d' or 'polar'",
-:aspect_ratio             => "Symbol (:equal) or Number. Plot area is resized so that 1 y-unit is the same size as `aspect_ratio` x-units.",
+:aspect_ratio             => "Symbol (:equal or :none) or Number. Plot area is resized so that 1 y-unit is the same size as `aspect_ratio` x-units. With `:none`, images inherit aspect ratio of the plot area.",
 :margin                   => "Measure (multiply by `mm`, `px`, etc). Base for individual margins... not directly used.  Specifies the extra padding around subplots.",
 :left_margin              => "Measure (multiply by `mm`, `px`, etc) or `:match` (matches `:margin`).  Specifies the extra padding to the left of the subplot.",
 :top_margin               => "Measure (multiply by `mm`, `px`, etc) or `:match` (matches `:margin`).  Specifies the extra padding on the top of the subplot.",

src/args.jl

@@ -20,7 +20,14 @@ function add_non_underscore_aliases!(aliases::Dict{Symbol,Symbol})
     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
 # ------------------------------------------------------------
 
 const _allAxes = [:auto, :left, :right]
@@ -86,13 +93,10 @@ const _surface_like = [:contour, :contourf, :contour3d, :heatmap, :surface, :wir
 
 like_histogram(seriestype::Symbol) = seriestype in _histogram_like
 like_line(seriestype::Symbol)      = seriestype in _line_like
-like_surface(seriestype::Symbol)   = seriestype in _surface_like
+like_surface(seriestype::Symbol)   = RecipesPipeline.is_surface(seriestype)
 
-is3d(seriestype::Symbol) = seriestype in _3dTypes
-is3d(series::Series) = is3d(series.plotattributes)
-is3d(plotattributes::AKW) = trueOrAllTrue(is3d, Symbol(plotattributes[:seriestype]))
-
-is3d(sp::Subplot) = string(sp.attr[:projection]) == "3d"
+RecipesPipeline.is3d(series::Series) = RecipesPipeline.is3d(series.plotattributes)
+RecipesPipeline.is3d(sp::Subplot) = string(sp.attr[:projection]) == "3d"
 ispolar(sp::Subplot) = string(sp.attr[:projection]) == "polar"
 ispolar(series::Series) = ispolar(series.plotattributes[:subplot])
 
@@ -231,7 +235,7 @@ const _bar_width = 0.8
 # -----------------------------------------------------------------------------
 
 const _series_defaults = KW(
-    :label             => "AUTO",
+    :label             => :auto,
     :colorbar_entry    => true,
     :seriescolor       => :auto,
     :seriesalpha       => nothing,
@@ -267,6 +271,7 @@ const _series_defaults = KW(
     :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...)`
@@ -283,6 +288,7 @@ const _series_defaults = KW(
                                      #     one logical series to be broken up (path and markers, for example)
     :hover              => nothing,  # text to display when hovering over the data points
     :stride             => (1,1),    # array stride for wireframe/surface, the first element is the row stride and the second is the column stride.
+    :extra_kwargs       => Dict()
 )
 
 
@@ -294,7 +300,7 @@ const _plot_defaults = KW(
     :fontfamily                  => "sans-serif",
     :size                        => (600,400),
     :pos                         => (0,0),
-    :window_title                 => "Plots.jl",
+    :window_title                => "Plots.jl",
     :show                        => false,
     :layout                      => 1,
     :link                        => :none,
@@ -306,13 +312,15 @@ const _plot_defaults = KW(
     :dpi                         => DPI,        # dots per inch for images, etc
     :thickness_scaling           => 1,
     :display_type                => :auto,
-    :extra_kwargs                => KW(),
+    :warn_on_unsupported         => true,
+    :extra_plot_kwargs           => Dict(),
+    :extra_kwargs                => :series,    # directs collection of extra_kwargs
 )
 
 
 const _subplot_defaults = KW(
     :title                    => "",
-    :title_location           => :center,           # also :left or :right
+    :titlelocation            => :center,           # also :left or :right
     :fontfamily_subplot       => :match,
     :titlefontfamily          => :match,
     :titlefontsize            => 14,
@@ -355,6 +363,7 @@ const _subplot_defaults = KW(
     :colorbar_title           => "",
     :framestyle               => :axes,
     :camera                   => (30,30),
+    :extra_kwargs             => Dict()
 )
 
 const _axis_defaults = KW(
@@ -450,24 +459,39 @@ const _initial_fontsizes = Dict(:titlefontsize  => _subplot_defaults[:titlefonts
                                 :tickfontsize   => _axis_defaults[:tickfontsize],
                                 :guidefontsize  => _axis_defaults[:guidefontsize])
 
-const _all_args = sort(collect(union(map(keys, _all_defaults)...)))
+const _internal_args =
+    [:plot_object, :series_plotindex, :markershape_to_add, :letter, :idxfilter]
 
-is_subplot_attr(k) = haskey(_subplot_defaults, k)
-is_series_attr(k) = haskey(_series_defaults, k)
-#is_axis_attr(k) = haskey(_axis_defaults_byletter, k)
-is_axis_attr(k) = haskey(_axis_defaults, Symbol(chop(string(k); head=1, tail=0)))
-is_axis_attr_noletter(k) = haskey(_axis_defaults, k)
+const _axis_args = sort(union(collect(keys(_axis_defaults))))
+const _series_args = sort(union(collect(keys(_series_defaults))))
+const _subplot_args = sort(union(collect(keys(_subplot_defaults))))
+const _plot_args = sort(union(collect(keys(_plot_defaults))))
+
+const _magic_axis_args = [:axis, :tickfont, :guidefont, :grid, :minorgrid]
+const _magic_subplot_args = [:titlefont, :legendfont, :legendtitlefont, ]
+const _magic_series_args = [:line, :marker, :fill]
+
+const _all_axis_args = sort(union([_axis_args; _magic_axis_args]))
+const _all_subplot_args = sort(union([_subplot_args; _magic_subplot_args]))
+const _all_series_args = sort(union([_series_args; _magic_series_args]))
+const _all_plot_args = _plot_args
+
+const _all_args =
+    sort([_all_axis_args; _all_subplot_args; _all_series_args; _all_plot_args])
+
+is_subplot_attr(k) = k in _all_subplot_args
+is_series_attr(k) = k in _all_series_args
+is_axis_attr(k) = Symbol(chop(string(k); head=1, tail=0)) in _all_axis_args
+is_axis_attr_noletter(k) = k in _all_axis_args
 
 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(arr::AVec, idx::Integer) = arr[mod1(idx,length(arr))]
-autopick(notarr, idx::Integer) = notarr
-
-autopick_ignore_none_auto(arr::AVec, idx::Integer) = autopick(setdiff(arr, [:none, :auto]), idx)
+autopick_ignore_none_auto(arr::AVec, idx::Integer) = _cycle(setdiff(arr, [:none, :auto]), idx)
 autopick_ignore_none_auto(notarr, idx::Integer) = notarr
 
 function aliasesAndAutopick(plotattributes::AKW, sym::Symbol, aliases::Dict{Symbol,Symbol}, options::AVec, plotIndex::Int)
@@ -485,6 +509,13 @@ end
 # -----------------------------------------------------------------------------
 
 
+# margin
+add_aliases(:left_margin , :leftmargin )
+add_aliases(:top_margin , :topmargin)
+add_aliases(:bottom_margin , :bottommargin)
+add_aliases(:right_margin ,:rightmargin)
+
+
 # colors
 add_aliases(:seriescolor, :c, :color, :colour)
 add_aliases(:linecolor, :lc, :lcolor, :lcolour, :linecolour)
@@ -550,21 +581,23 @@ add_aliases(:bins, :bin, :nbin, :nbins, :nb)
 add_aliases(:ribbon, :rib)
 add_aliases(:annotations, :ann, :anns, :annotate, :annotation)
 add_aliases(:xguide, :xlabel, :xlab, :xl)
-add_aliases(:xlims, :xlim, :xlimit, :xlimits)
+add_aliases(:xlims, :xlim, :xlimit, :xlimits, :xrange)
 add_aliases(:xticks, :xtick)
 add_aliases(:xrotation, :xrot, :xr)
 add_aliases(:yguide, :ylabel, :ylab, :yl)
-add_aliases(:ylims, :ylim, :ylimit, :ylimits)
+add_aliases(:ylims, :ylim, :ylimit, :ylimits, :yrange)
 add_aliases(:yticks, :ytick)
 add_aliases(:yrotation, :yrot, :yr)
 add_aliases(:zguide, :zlabel, :zlab, :zl)
 add_aliases(:zlims, :zlim, :zlimit, :zlimits)
 add_aliases(:zticks, :ztick)
 add_aliases(:zrotation, :zrot, :zr)
+add_aliases(:guidefontsize, :labelfontsize)
 add_aliases(:fill_z, :fillz, :fz, :surfacecolor, :surfacecolour, :sc, :surfcolor, :surfcolour)
 add_aliases(:legend, :leg, :key)
 add_aliases(:legendtitle, :legend_title, :labeltitle, :label_title, :leg_title, :key_title)
 add_aliases(:colorbar, :cb, :cbar, :colorkey)
+add_aliases(:colorbar_title, :colorbartitle, :cb_title, :cbtitle, :cbartitle, :cbar_title, :colorkeytitle, :colorkey_title)
 add_aliases(:clims, :clim, :cbarlims, :cbar_lims, :climits, :color_limits)
 add_aliases(:smooth, :regression, :reg)
 add_aliases(:levels, :nlevels, :nlev, :levs)
@@ -575,6 +608,7 @@ add_aliases(:color_palette, :palette)
 add_aliases(:overwrite_figure, :clf, :clearfig, :overwrite, :reuse)
 add_aliases(:xerror, :xerr, :xerrorbar)
 add_aliases(:yerror, :yerr, :yerrorbar, :err, :errorbar)
+add_aliases(:zerror, :zerr, :zerrorbar)
 add_aliases(:quiver, :velocity, :quiver2d, :gradient, :vectorfield)
 add_aliases(:normalize, :norm, :normed, :normalized)
 add_aliases(:show_empty_bins, :showemptybins, :showempty, :show_empty)
@@ -582,7 +616,7 @@ 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(:title_location, :title_loc, :titleloc, :title_position, :title_pos, :titlepos, :titleposition, :title_align, :title_alignment)
+add_aliases(:titlelocation, :title_location, :title_loc, :titleloc, :title_position, :title_pos, :titlepos, :titleposition, :title_align, :title_alignment)
 add_aliases(:series_annotations, :series_ann, :seriesann, :series_anns, :seriesanns, :series_annotation, :text, :txt, :texts, :txts)
 add_aliases(:html_output_format, :format, :fmt, :html_format)
 add_aliases(:orientation, :direction, :dir)
@@ -596,13 +630,14 @@ add_aliases(:framestyle, :frame_style, :frame, :axesstyle, :axes_style, :boxstyl
 add_aliases(:tick_direction, :tickdirection, :tick_dir, :tickdir, :tick_orientation, :tickorientation, :tick_or, :tickor)
 add_aliases(:camera, :cam, :viewangle, :view_angle)
 add_aliases(:contour_labels, :contourlabels, :clabels, :clabs)
+add_aliases(:warn_on_unsupported, :warn)
 
 # add all pluralized forms to the _keyAliases dict
 for arg in keys(_series_defaults)
     _keyAliases[makeplural(arg)] = arg
 end
 
-
+add_non_underscore_aliases!(_keyAliases)
 
 # -----------------------------------------------------------------------------
 
@@ -638,7 +673,8 @@ function default(k::Symbol)
         letter, key = axis_k
         return _axis_defaults_byletter[letter][key]
     end
-    k in _suppress_warnings || error("Unknown key: ", k)
+    k == :letter && return k # for type recipe processing
+    return missing
 end
 
 function default(k::Symbol, v)
@@ -661,9 +697,12 @@ function default(k::Symbol, v)
     k in _suppress_warnings || error("Unknown key: ", k)
 end
 
-function default(; kw...)
+function default(; reset = true, kw...)
+    if reset && isempty(kw)
+        reset_defaults()
+    end
     kw = KW(kw)
-    preprocessArgs!(kw)
+    RecipesPipeline.preprocess_attributes!(kw)
     for (k,v) in kw
         default(k, v)
     end
@@ -916,28 +955,13 @@ function _add_markershape(plotattributes::AKW)
 end
 
 "Handle all preprocessing of args... break out colors/sizes/etc and replace aliases."
-function preprocessArgs!(plotattributes::AKW)
+function RecipesPipeline.preprocess_attributes!(plotattributes::AKW)
     replaceAliases!(plotattributes, _keyAliases)
 
-    # clear all axis stuff
-    # if haskey(plotattributes, :axis) && plotattributes[:axis] in (:none, nothing, false)
-    #     plotattributes[:ticks] = nothing
-    #     plotattributes[:foreground_color_border] = RGBA(0,0,0,0)
-    #     plotattributes[:foreground_color_axis] = RGBA(0,0,0,0)
-    #     plotattributes[:grid] = false
-    #     delete!(plotattributes, :axis)
-    # end
-    # for letter in (:x, :y, :z)
-    #     asym = Symbol(letter, :axis)
-    #     if haskey(plotattributes, asym) || plotattributes[asym] in (:none, nothing, false)
-    #         plotattributes[Symbol(letter, :ticks)] = nothing
-    #         plotattributes[Symbol(letter, :foreground_color_border)] = RGBA(0,0,0,0)
-    #     end
-    # end
-
     # handle axis args common to all axis
-    args = pop_kw!(plotattributes, :axis, ())
-    for arg in wraptuple(args)
+    args = wraptuple(RecipesPipeline.pop_kw!(plotattributes, :axis, ()))
+    showarg = wraptuple(RecipesPipeline.pop_kw!(plotattributes, :showaxis, ()))
+    for arg in wraptuple((args..., showarg...))
         for letter in (:x, :y, :z)
             process_axis_arg!(plotattributes, arg, letter)
         end
@@ -945,7 +969,7 @@ function preprocessArgs!(plotattributes::AKW)
     # handle axis args
     for letter in (:x, :y, :z)
         asym = Symbol(letter, :axis)
-        args = pop_kw!(plotattributes, asym, ())
+        args = RecipesPipeline.pop_kw!(plotattributes, asym, ())
         if !(typeof(args) <: Axis)
             for arg in wraptuple(args)
                 process_axis_arg!(plotattributes, arg, letter)
@@ -963,7 +987,7 @@ function preprocessArgs!(plotattributes::AKW)
     end
 
     # handle grid args common to all axes
-    args = pop_kw!(plotattributes, :grid, ())
+    args = RecipesPipeline.pop_kw!(plotattributes, :grid, ())
     for arg in wraptuple(args)
         for letter in (:x, :y, :z)
             processGridArg!(plotattributes, arg, letter)
@@ -972,13 +996,13 @@ function preprocessArgs!(plotattributes::AKW)
     # handle individual axes grid args
     for letter in (:x, :y, :z)
         gridsym = Symbol(letter, :grid)
-        args = pop_kw!(plotattributes, gridsym, ())
+        args = RecipesPipeline.pop_kw!(plotattributes, gridsym, ())
         for arg in wraptuple(args)
             processGridArg!(plotattributes, arg, letter)
         end
     end
     # handle minor grid args common to all axes
-    args = pop_kw!(plotattributes, :minorgrid, ())
+    args = RecipesPipeline.pop_kw!(plotattributes, :minorgrid, ())
     for arg in wraptuple(args)
         for letter in (:x, :y, :z)
             processMinorGridArg!(plotattributes, arg, letter)
@@ -987,21 +1011,14 @@ function preprocessArgs!(plotattributes::AKW)
     # handle individual axes grid args
     for letter in (:x, :y, :z)
         gridsym = Symbol(letter, :minorgrid)
-        args = pop_kw!(plotattributes, gridsym, ())
+        args = RecipesPipeline.pop_kw!(plotattributes, gridsym, ())
         for arg in wraptuple(args)
             processMinorGridArg!(plotattributes, arg, letter)
         end
     end
-    # fonts
-    for fontname in (:titlefont, :legendfont, :legendtitlefont)
-        args = pop_kw!(plotattributes, fontname, ())
-        for arg in wraptuple(args)
-            processFontArg!(plotattributes, fontname, arg)
-        end
-    end
     # handle font args common to all axes
     for fontname in (:tickfont, :guidefont)
-        args = pop_kw!(plotattributes, fontname, ())
+        args = RecipesPipeline.pop_kw!(plotattributes, fontname, ())
         for arg in wraptuple(args)
             for letter in (:x, :y, :z)
                 processFontArg!(plotattributes, Symbol(letter, fontname), arg)
@@ -1011,15 +1028,35 @@ function preprocessArgs!(plotattributes::AKW)
     # handle individual axes font args
     for letter in (:x, :y, :z)
         for fontname in (:tickfont, :guidefont)
-            args = pop_kw!(plotattributes, Symbol(letter, fontname), ())
+            args = RecipesPipeline.pop_kw!(plotattributes, Symbol(letter, fontname), ())
             for arg in wraptuple(args)
                 processFontArg!(plotattributes, Symbol(letter, fontname), arg)
             end
         end
     end
+    # handle axes args
+    for k in _axis_args
+        if haskey(plotattributes, k) && k !== :link
+            v = plotattributes[k]
+            for letter in (:x, :y, :z)
+                lk = Symbol(letter, k)
+                if !is_explicit(plotattributes, lk)
+                    plotattributes[lk] = v
+                end
+            end
+        end
+    end
+
+    # fonts
+    for fontname in (:titlefont, :legendfont, :legendtitlefont)
+        args = RecipesPipeline.pop_kw!(plotattributes, fontname, ())
+        for arg in wraptuple(args)
+            processFontArg!(plotattributes, fontname, arg)
+        end
+    end
 
     # handle line args
-    for arg in wraptuple(pop_kw!(plotattributes, :line, ()))
+    for arg in wraptuple(RecipesPipeline.pop_kw!(plotattributes, :line, ()))
         processLineArg(plotattributes, arg)
     end
 
@@ -1033,7 +1070,7 @@ function preprocessArgs!(plotattributes::AKW)
         processMarkerArg(plotattributes, arg)
         anymarker = true
     end
-    reset_kw!(plotattributes, :marker)
+    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
@@ -1047,7 +1084,7 @@ function preprocessArgs!(plotattributes::AKW)
     for arg in wraptuple(get(plotattributes, :fill, ()))
         processFillArg(plotattributes, arg)
     end
-    reset_kw!(plotattributes, :fill)
+    RecipesPipeline.reset_kw!(plotattributes, :fill)
 
     # handle series annotations
     if haskey(plotattributes, :series_annotations)
@@ -1096,99 +1133,46 @@ function preprocessArgs!(plotattributes::AKW)
     return
 end
 
-# -----------------------------------------------------------------------------
-
-"A special type that will break up incoming data into groups, and allow for easier creation of grouped plots"
-mutable struct GroupBy
-    groupLabels::Vector           # length == numGroups
-    groupIds::Vector{Vector{Int}} # list of indices for each group
-end
-
-
-# this is when given a vector-type of values to group by
-function extractGroupArgs(v::AVec, args...; legendEntry = string)
-    groupLabels = sort(collect(unique(v)))
-    n = length(groupLabels)
-    if n > 100
-        @warn("You created n=$n groups... Is that intended?")
-    end
-    groupIds = Vector{Int}[filter(i -> v[i] == glab, eachindex(v)) for glab in groupLabels]
-    GroupBy(map(legendEntry, groupLabels), groupIds)
-end
-
-legendEntryFromTuple(ns::Tuple) = join(ns, ' ')
-
-# this is when given a tuple of vectors of values to group by
-function extractGroupArgs(vs::Tuple, args...)
-    isempty(vs) && return GroupBy([""], [axes(args[1],1)])
-    v = map(tuple, vs...)
-    extractGroupArgs(v, args...; legendEntry = legendEntryFromTuple)
-end
-
-# allow passing NamedTuples for a named legend entry
-legendEntryFromTuple(ns::NamedTuple) =
-    join(["$k = $v" for (k, v) in pairs(ns)], ", ")
-
-function extractGroupArgs(vs::NamedTuple, args...)
-    isempty(vs) && return GroupBy([""], [axes(args[1],1)])
-    v = map(NamedTuple{keys(vs)}∘tuple, values(vs)...)
-    extractGroupArgs(v, args...; legendEntry = legendEntryFromTuple)
-end
-
-# expecting a mapping of "group label" to "group indices"
-function extractGroupArgs(idxmap::Dict{T,V}, args...) where {T, V<:AVec{Int}}
-    groupLabels = sortedkeys(idxmap)
-    groupIds = Vector{Int}[collect(idxmap[k]) for k in groupLabels]
-    GroupBy(groupLabels, groupIds)
-end
-
-filter_data(v::AVec, idxfilter::AVec{Int}) = v[idxfilter]
-filter_data(v, idxfilter) = v
-
-function filter_data!(plotattributes::AKW, idxfilter)
-    for s in (:x, :y, :z)
-        plotattributes[s] = filter_data(get(plotattributes, s, nothing), idxfilter)
-    end
-end
-
-function _filter_input_data!(plotattributes::AKW)
-    idxfilter = pop!(plotattributes, :idxfilter, nothing)
-    if idxfilter !== nothing
-        filter_data!(plotattributes, idxfilter)
-    end
-end
-
 
 # -----------------------------------------------------------------------------
 
 const _already_warned = Dict{Symbol,Set{Symbol}}()
 const _to_warn = Set{Symbol}()
 
-function warnOnUnsupported_args(pkg::AbstractBackend, plotattributes)
+function warn_on_unsupported_args(pkg::AbstractBackend, plotattributes)
     empty!(_to_warn)
     bend = backend_name(pkg)
     already_warned = get!(_already_warned, bend, Set{Symbol}())
+    extra_kwargs = Dict{Symbol,Any}()
     for k in keys(plotattributes)
         is_attr_supported(pkg, k) && continue
         k in _suppress_warnings && continue
-        if plotattributes[k] != default(k)
+        default_value = default(k)
+        if ismissing(default_value)
+            extra_kwargs[k] = pop_kw!(plotattributes, k)
+        elseif plotattributes[k] != default(k)
             k in already_warned || push!(_to_warn, k)
         end
     end
 
-    if !isempty(_to_warn)
+    if !isempty(_to_warn) &&
+        !get(plotattributes, :warn_on_unsupported, _plot_defaults[:warn_on_unsupported])
         for k in sort(collect(_to_warn))
             push!(already_warned, k)
             @warn("Keyword argument $k not supported with $pkg.  Choose from: $(supported_attrs(pkg))")
         end
     end
+    return extra_kwargs
 end
 
 # _markershape_supported(pkg::AbstractBackend, shape::Symbol) = shape in supported_markers(pkg)
 # _markershape_supported(pkg::AbstractBackend, shape::Shape) = Shape in supported_markers(pkg)
 # _markershape_supported(pkg::AbstractBackend, shapes::AVec) = all([_markershape_supported(pkg, shape) for shape in shapes])
 
-function warnOnUnsupported(pkg::AbstractBackend, plotattributes)
+function warn_on_unsupported(pkg::AbstractBackend, plotattributes)
+    if !get(plotattributes, :warn_on_unsupported, _plot_defaults[:warn_on_unsupported])
+        return
+    end
     if !is_seriestype_supported(pkg, plotattributes[:seriestype])
         @warn("seriestype $(plotattributes[:seriestype]) is unsupported with $pkg.  Choose from: $(supported_seriestypes(pkg))")
     end
@@ -1200,7 +1184,10 @@ function warnOnUnsupported(pkg::AbstractBackend, plotattributes)
     end
 end
 
-function warnOnUnsupported_scales(pkg::AbstractBackend, plotattributes::AKW)
+function warn_on_unsupported_scales(pkg::AbstractBackend, plotattributes::AKW)
+    if !get(plotattributes, :warn_on_unsupported, _plot_defaults[:warn_on_unsupported])
+        return
+    end
     for k in (:xscale, :yscale, :zscale, :scale)
         if haskey(plotattributes, k)
             v = plotattributes[k]
@@ -1219,7 +1206,7 @@ function convertLegendValue(val::Symbol)
         :best
     elseif val in (:no, :none)
         :none
-    elseif val in (:right, :left, :top, :bottom, :inside, :best, :legend, :topright, :topleft, :bottomleft, :bottomright, :outertopright, :outertopleft, :outertop, :outerright, :outerleft, :outerbottomright, :outerbottomleft, :outerbottom)
+    elseif val in (:right, :left, :top, :bottom, :inside, :best, :legend, :topright, :topleft, :bottomleft, :bottomright, :outertopright, :outertopleft, :outertop, :outerright, :outerleft, :outerbottomright, :outerbottomleft, :outerbottom, :inline)
         val
     else
         error("Invalid symbol for legend: $val")
@@ -1258,7 +1245,7 @@ function slice_arg!(plotattributes_in, plotattributes_out,
         v
     end
     if remove_pair
-        reset_kw!(plotattributes_in, k)
+        RecipesPipeline.reset_kw!(plotattributes_in, k)
     end
     return
 end
@@ -1442,8 +1429,7 @@ end
 function _update_subplot_colors(sp::Subplot)
     # background colors
     color_or_nothing!(sp.attr, :background_color_subplot)
-    bg = plot_color(sp[:background_color_subplot])
-    sp.attr[:color_palette] = get_color_palette(sp.attr[:color_palette], bg, 30)
+    sp.attr[:color_palette] = get_color_palette(sp.attr[:color_palette], 30)
     color_or_nothing!(sp.attr, :background_color_legend)
     color_or_nothing!(sp.attr, :background_color_inside)
 
@@ -1471,12 +1457,9 @@ function _update_axis(plt::Plot, sp::Subplot, plotattributes_in::AKW, letter::Sy
 end
 
 function _update_axis(axis::Axis, plotattributes_in::AKW, letter::Symbol, subplot_index::Int)
-    # grab magic args (for example `xaxis = (:flip, :log)`)
-    args = wraptuple(get(plotattributes_in, Symbol(letter, :axis), ()))
-
     # build the KW of arguments from the letter version (i.e. xticks --> ticks)
     kw = KW()
-    for k in keys(_axis_defaults)
+    for k in _all_axis_args
         # first get the args without the letter: `tickfont = font(10)`
         # note: we don't pop because we want this to apply to all axes! (delete after all have finished)
         if haskey(plotattributes_in, k)
@@ -1491,7 +1474,7 @@ function _update_axis(axis::Axis, plotattributes_in::AKW, letter::Symbol, subplo
     end
 
     # update the axis
-    attr!(axis, args...; kw...)
+    attr!(axis; kw...)
     return
 end
 
@@ -1522,7 +1505,7 @@ end
 
 # update a subplots args and axes
 function _update_subplot_args(plt::Plot, sp::Subplot, plotattributes_in, subplot_index::Int, remove_pair::Bool)
-    anns = pop_kw!(sp.attr, :annotations)
+    anns = RecipesPipeline.pop_kw!(sp.attr, :annotations)
 
     # # grab those args which apply to this subplot
     for k in keys(_subplot_defaults)
@@ -1549,9 +1532,9 @@ end
 # and assigns a color automatically
 function get_series_color(c, sp::Subplot, n::Int, seriestype)
     if c == :auto
-        c = like_surface(seriestype) ? cgrad() : autopick(sp[:color_palette], n)
+        c = like_surface(seriestype) ? cgrad() : _cycle(sp[:color_palette], n)
     elseif isa(c, Int)
-        c = autopick(sp[:color_palette], c)
+        c = _cycle(sp[:color_palette], c)
     end
     plot_color(c)
 end
@@ -1561,7 +1544,13 @@ function get_series_color(c::AbstractArray, sp::Subplot, n::Int, seriestype)
 end
 
 function ensure_gradient!(plotattributes::AKW, csym::Symbol, asym::Symbol)
-    if !isa(plotattributes[csym], ColorGradient)
+    if plotattributes[csym] isa ColorPalette
+        α = nothing
+        if !(plotattributes[asym] isa AbstractVector)
+            α = plotattributes[asym]
+        end
+        plotattributes[csym] = cgrad(plotattributes[csym], categorical = true, alpha = α)
+    elseif !(plotattributes[csym] isa ColorGradient)
         plotattributes[csym] = typeof(plotattributes[asym]) <: AbstractVector ? cgrad() : cgrad(alpha = plotattributes[asym])
     end
 end
@@ -1580,6 +1569,20 @@ 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]
@@ -1648,10 +1651,7 @@ 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

src/axes.jl

@@ -17,7 +17,7 @@ function Axis(sp::Subplot, letter::Symbol, args...; kw...)
         :show => true,  # show or hide the axis? (useful for linked subplots)
     )
 
-    attr = Attr(explicit, _axis_defaults_byletter[letter])
+    attr = DefaultsDict(explicit, _axis_defaults_byletter[letter])
 
     # update the defaults
     attr!(Axis([sp], attr), args...; kw...)
@@ -35,7 +35,6 @@ end
 function process_axis_arg!(plotattributes::AKW, arg, letter = "")
     T = typeof(arg)
     arg = get(_scaleAliases, arg, arg)
-
     if typeof(arg) <: Font
         plotattributes[Symbol(letter,:tickfont)] = arg
         plotattributes[Symbol(letter,:guidefont)] = arg
@@ -84,6 +83,9 @@ function attr!(axis::Axis, args...; kw...)
         process_axis_arg!(plotattributes, arg)
     end
 
+    # then preprocess keyword arguments
+    RecipesPipeline.preprocess_attributes!(KW(kw))
+
     # then override for any keywords... only those keywords that already exists in plotattributes
     for (k,v) in kw
         if haskey(plotattributes, k)
@@ -114,33 +116,11 @@ Base.setindex!(axis::Axis, v, ks::Symbol...) = setindex!(axis.plotattributes, v,
 Base.haskey(axis::Axis, k::Symbol) = haskey(axis.plotattributes, k)
 ignorenan_extrema(axis::Axis) = (ex = axis[:extrema]; (ex.emin, ex.emax))
 
-
-const _scale_funcs = Dict{Symbol,Function}(
-    :log10 => log10,
-    :log2 => log2,
-    :ln => log,
-)
-const _inv_scale_funcs = Dict{Symbol,Function}(
-    :log10 => exp10,
-    :log2 => exp2,
-    :ln => exp,
-)
-
-# const _label_func = Dict{Symbol,Function}(
-#     :log10 => x -> "10^$x",
-#     :log2 => x -> "2^$x",
-#     :ln => x -> "e^$x",
-# )
-
 const _label_func = Dict{Symbol,Function}(
     :log10 => x -> "10^$x",
     :log2 => x -> "2^$x",
     :ln => x -> "e^$x",
 )
-
-
-scalefunc(scale::Symbol) = x -> get(_scale_funcs, scale, identity)(Float64(x))
-invscalefunc(scale::Symbol) = x -> get(_inv_scale_funcs, scale, identity)(Float64(x))
 labelfunc(scale::Symbol, backend::AbstractBackend) = get(_label_func, scale, string)
 
 function optimal_ticks_and_labels(sp::Subplot, axis::Axis, ticks = nothing)
@@ -148,7 +128,7 @@ function optimal_ticks_and_labels(sp::Subplot, axis::Axis, ticks = nothing)
 
     # scale the limits
     scale = axis[:scale]
-    sf = scalefunc(scale)
+    sf = RecipesPipeline.scale_func(scale)
 
     # If the axis input was a Date or DateTime use a special logic to find
     # "round" Date(Time)s as ticks
@@ -158,7 +138,7 @@ 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] == dateformatter
+        if axis[: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,
@@ -169,7 +149,7 @@ 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] == datetimeformatter
+        elseif axis[:formatter] == RecipesPipeline.datetimeformatter
             return optimize_datetime_ticks(amin, amax; k_min = 2, k_max = 4)
         end
     end
@@ -193,24 +173,18 @@ function optimal_ticks_and_labels(sp::Subplot, axis::Axis, ticks = nothing)
             # chosen  ticks is not too much bigger than amin - amax:
             strict_span = false,
         )
-        axis[:lims] = map(invscalefunc(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(invscalefunc(scale), scaled_ticks)
+    unscaled_ticks = map(RecipesPipeline.inverse_scale_func(scale), scaled_ticks)
 
     labels = if any(isfinite, unscaled_ticks)
         formatter = axis[:formatter]
-        if formatter == :auto
-            # the default behavior is to make strings of the scaled values and then apply the labelfunc
-            map(labelfunc(scale, backend()), Showoff.showoff(scaled_ticks, :auto))
-        elseif formatter == :plain
-            # Leave the numbers in plain format
-            map(labelfunc(scale, backend()), Showoff.showoff(scaled_ticks, :plain))
-        elseif formatter == :scientific
-            Showoff.showoff(unscaled_ticks, :scientific)
-	elseif formatter == :latex
-	    map(x -> string("\$", replace(convert_sci_unicode(x), '×' => "\\times"), "\$"), Showoff.showoff(unscaled_ticks, :auto))
+        if formatter in (:auto, :plain, :scientific, :engineering)
+            map(labelfunc(scale, backend()), Showoff.showoff(scaled_ticks, formatter))
+        elseif formatter == :latex
+            map(x -> string("\$", replace(convert_sci_unicode(x), '×' => "\\times"), "\$"), Showoff.showoff(unscaled_ticks, :auto))
         else
             # there was an override for the formatter... use that on the unscaled ticks
             map(formatter, unscaled_ticks)
@@ -302,7 +276,7 @@ function get_minor_ticks(sp, axis, ticks)
     minorticks = typeof(ticks[1])[]
     for (i,hi) in enumerate(ticks[2:end])
         lo = ticks[i]
-        if isfinite(lo) && hi > lo
+        if isfinite(lo) && isfinite(hi) && hi > lo
             append!(minorticks,collect(lo + (hi-lo)/n :(hi-lo)/n: hi - (hi-lo)/2n))
         end
     end
@@ -397,7 +371,7 @@ function expand_extrema!(sp::Subplot, plotattributes::AKW)
     if fr === nothing && plotattributes[:seriestype] == :bar
         fr = 0.0
     end
-    if fr !== nothing && !all3D(plotattributes)
+    if fr !== nothing && !RecipesPipeline.is3d(plotattributes)
         axis = sp.attr[vert ? :yaxis : :xaxis]
         if typeof(fr) <: Tuple
             for fri in fr
@@ -442,7 +416,7 @@ end
 
 # push the limits out slightly
 function widen(lmin, lmax, scale = :identity)
-    f, invf = scalefunc(scale), invscalefunc(scale)
+    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)
@@ -481,11 +455,12 @@ function axis_limits(sp, letter, should_widen = default_should_widen(sp[Symbol(l
     lims = axis[:lims]
     has_user_lims = (isa(lims, Tuple) || isa(lims, AVec)) && length(lims) == 2
     if has_user_lims
-        if isfinite(lims[1])
-            amin = lims[1]
+        lmin, lmax = lims
+        if lmin != :auto && isfinite(lmin)
+            amin = lmin
         end
-        if isfinite(lims[2])
-            amax = lims[2]
+        if lmax != :auto && isfinite(lmax)
+            amax = lmax
         end
     end
     if amax <= amin && isfinite(amin)
@@ -511,7 +486,7 @@ function axis_limits(sp, letter, should_widen = default_should_widen(sp[Symbol(l
         amin, amax
     end
 
-    if !has_user_lims && consider_aspect && letter in (:x, :y) && !(sp[:aspect_ratio] in (:none, :auto) || 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
@@ -594,18 +569,6 @@ end
 
 # -------------------------------------------------------------------------
 
-function pie_labels(sp::Subplot, series::Series)
-    plotattributes = series.plotattributes
-    if haskey(plotattributes,:x_discrete_indices)
-        dvals = sp.attr[:xaxis].plotattributes[:discrete_values]
-        [dvals[idx] for idx in plotattributes[:x_discrete_indices]]
-    else
-        plotattributes[:x]
-    end
-end
-
-# -------------------------------------------------------------------------
-
 # compute the line segments which should be drawn for this axis
 function axis_drawing_info(sp::Subplot)
     xaxis, yaxis = sp[:xaxis], sp[:yaxis]
@@ -645,8 +608,8 @@ function axis_drawing_info(sp::Subplot)
             sp[:framestyle] in (:semi, :box) && push!(xborder_segs, (xmin, y2), (xmax, y2)) # top spine
         end
         if !(xaxis[:ticks] in (:none, nothing, false))
-            f = scalefunc(yaxis[:scale])
-            invf = invscalefunc(yaxis[:scale])
+            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)
@@ -699,8 +662,8 @@ function axis_drawing_info(sp::Subplot)
             sp[:framestyle] in (:semi, :box) && push!(yborder_segs, (x2, ymin), (x2, ymax)) # right spine
         end
         if !(yaxis[:ticks] in (:none, nothing, false))
-            f = scalefunc(xaxis[:scale])
-            invf = invscalefunc(xaxis[:scale])
+            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)
@@ -791,8 +754,8 @@ function axis_drawing_info_3d(sp::Subplot)
             sp[:framestyle] in (:semi, :box) && push!(xborder_segs, (xmin, y2, z2), (xmax, y2, z2)) # top spine
         end
         if !(xaxis[:ticks] in (:none, nothing, false))
-            f = scalefunc(yaxis[:scale])
-            invf = invscalefunc(yaxis[:scale])
+            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)
@@ -866,8 +829,8 @@ function axis_drawing_info_3d(sp::Subplot)
             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 = scalefunc(xaxis[:scale])
-            invf = invscalefunc(xaxis[:scale])
+            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)
@@ -941,8 +904,8 @@ function axis_drawing_info_3d(sp::Subplot)
             sp[:framestyle] in (:semi, :box) && push!(zborder_segs, (x2, y2, zmin), (x2, y2, zmax))
         end
         if !(zaxis[:ticks] in (:none, nothing, false))
-            f = scalefunc(xaxis[:scale])
-            invf = invscalefunc(xaxis[:scale])
+            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)

src/backends.jl

@@ -1,5 +1,3 @@
-using Pkg
-
 struct NoBackend <: AbstractBackend end
 
 const _backendType = Dict{Symbol, DataType}(:none => NoBackend)
@@ -30,7 +28,7 @@ macro init_backend(s)
     esc(quote
         struct $T <: AbstractBackend end
         export $sym
-        $sym(; kw...) = (default(; kw...); backend($T()))
+        $sym(; kw...) = (default(; reset = false, kw...); backend($T()))
         backend_name(::$T) = Symbol($str)
         backend_package_name(pkg::$T) = backend_package_name(Symbol($str))
         push!(_backends, Symbol($str))
@@ -104,7 +102,7 @@ end
 # Set the (left, top, right, bottom) minimum padding around the plot area
 # to fit ticks, tick labels, guides, colorbars, etc.
 function _update_min_padding!(sp::Subplot)
-    # TODO: something different when `is3d(sp) == true`
+    # TODO: something different when `RecipesPipeline.is3d(sp) == true`
     leftpad   = tick_padding(sp, sp[:yaxis]) + sp[:left_margin]   + guide_padding(sp[:yaxis])
     toppad    = sp[:top_margin]    + title_padding(sp)
     rightpad  = sp[:right_margin]
@@ -190,11 +188,15 @@ function backend(sym::Symbol)
     end
 end
 
-const _deprecated_backends = [:qwt, :winston, :bokeh, :gadfly, :immerse, :glvisualize]
+const _deprecated_backends = [:qwt, :winston, :bokeh, :gadfly, :immerse, :glvisualize, :pgfplots]
 
 function warn_on_deprecated_backend(bsym::Symbol)
     if bsym in _deprecated_backends
-        @warn("Backend $bsym has been deprecated.")
+        if bsym == :pgfplots
+            @warn("Backend $bsym has been deprecated. Use pgfplotsx instead.")
+        else
+            @warn("Backend $bsym has been deprecated.")
+        end
     end
 end
 
@@ -211,7 +213,7 @@ const _base_supported_args = [
     :seriestype,
     :seriescolor, :seriesalpha,
     :smooth,
-    :xerror, :yerror,
+    :xerror, :yerror, :zerror,
     :subplot,
     :x, :y, :z,
     :show, :size,
@@ -341,10 +343,18 @@ const _gr_attr = merge_with_base_supported([
     :contour_labels,
 ])
 const _gr_seriestype = [
-    :path, :scatter, :straightline,
-    :heatmap, :pie, :image,
-    :contour, :path3d, :scatter3d, :surface, :wireframe, :volume,
-    :shape
+    :path,
+    :scatter,
+    :straightline,
+    :heatmap,
+    :image,
+    :contour,
+    :path3d,
+    :scatter3d,
+    :surface,
+    :wireframe,
+    :volume,
+    :shape,
 ]
 const _gr_style = [:auto, :solid, :dash, :dot, :dashdot, :dashdotdot]
 const _gr_marker = _allMarkers
@@ -378,7 +388,7 @@ const _plotly_attr = merge_with_base_supported([
     :markerstrokewidth, :markerstrokecolor, :markerstrokealpha, :markerstrokestyle,
     :fillrange, :fillcolor, :fillalpha,
     :bins,
-    :title, :title_location,
+    :title, :titlelocation,
     :titlefontfamily, :titlefontsize, :titlefonthalign, :titlefontvalign,
     :titlefontcolor,
     :legendfontfamily, :legendfontsize, :legendfontcolor,
@@ -408,9 +418,17 @@ const _plotly_attr = merge_with_base_supported([
   ])
 
 const _plotly_seriestype = [
-    :path, :scatter, :pie, :heatmap,
-    :contour, :surface, :wireframe, :path3d, :scatter3d, :shape, :scattergl,
-    :straightline
+    :path,
+    :scatter,
+    :heatmap,
+    :contour,
+    :surface,
+    :wireframe,
+    :path3d,
+    :scatter3d,
+    :shape,
+    :scattergl,
+    :straightline,
 ]
 const _plotly_style = [:auto, :solid, :dash, :dot, :dashdot]
 const _plotly_marker = [
@@ -505,7 +523,7 @@ const _pyplot_attr = merge_with_base_supported([
     :markerstrokewidth, :markerstrokecolor, :markerstrokealpha,
     :fillrange, :fillcolor, :fillalpha,
     :bins, :bar_width, :bar_edges, :bar_position,
-    :title, :title_location, :titlefont,
+    :title, :titlelocation, :titlefont,
     :window_title,
     :guide, :guide_position, :lims, :ticks, :scale, :flip, :rotation,
     :titlefontfamily, :titlefontsize, :titlefontcolor,
@@ -533,12 +551,22 @@ const _pyplot_attr = merge_with_base_supported([
     :contour_labels,
   ])
 const _pyplot_seriestype = [
-        :path, :steppre, :steppost, :shape, :straightline,
-        :scatter, :hexbin, #:histogram2d, :histogram,
-        # :bar,
-        :heatmap, :pie, :image,
-        :contour, :contour3d, :path3d, :scatter3d, :surface, :wireframe
-    ]
+    :path,
+    :steppre,
+    :steppost,
+    :shape,
+    :straightline,
+    :scatter,
+    :hexbin,
+    :heatmap,
+    :image,
+    :contour,
+    :contour3d,
+    :path3d,
+    :scatter3d,
+    :surface,
+    :wireframe,
+]
 const _pyplot_style = [:auto, :solid, :dash, :dot, :dashdot]
 const _pyplot_marker = vcat(_allMarkers, :pixel)
 const _pyplot_scale = [:identity, :ln, :log2, :log10]
@@ -568,6 +596,9 @@ const _unicodeplots_style = [:auto, :solid]
 const _unicodeplots_marker = [:none, :auto, :circle]
 const _unicodeplots_scale = [:identity]
 
+# Additional constants
+const _canvas_type = Ref(:auto)
+
 # ------------------------------------------------------------------------------
 # hdf5
 
@@ -582,7 +613,7 @@ const _hdf5_attr = merge_with_base_supported([
     :markerstrokewidth, :markerstrokecolor, :markerstrokealpha,
     :fillrange, :fillcolor, :fillalpha,
     :bins, :bar_width, :bar_edges, :bar_position,
-    :title, :title_location, :titlefont,
+    :title, :titlelocation, :titlefont,
     :window_title,
     :guide, :lims, :ticks, :scale, :flip, :rotation,
     :tickfont, :guidefont, :legendfont,
@@ -602,16 +633,43 @@ const _hdf5_attr = merge_with_base_supported([
     :colorbar_title,
   ])
 const _hdf5_seriestype = [
-        :path, :steppre, :steppost, :shape, :straightline,
-        :scatter, :hexbin, #:histogram2d, :histogram,
-        # :bar,
-        :heatmap, :pie, :image,
-        :contour, :contour3d, :path3d, :scatter3d, :surface, :wireframe
-    ]
+    :path,
+    :steppre,
+    :steppost,
+    :shape,
+    :straightline,
+    :scatter,
+    :hexbin,
+    :heatmap,
+    :image,
+    :contour,
+    :contour3d,
+    :path3d,
+    :scatter3d,
+    :surface,
+    :wireframe,
+]
 const _hdf5_style = [:auto, :solid, :dash, :dot, :dashdot]
 const _hdf5_marker = vcat(_allMarkers, :pixel)
 const _hdf5_scale = [:identity, :ln, :log2, :log10]
 
+# Additional constants
+#Dict has problems using "Types" as keys.  Initialize in "_initialize_backend":
+const HDF5PLOT_MAP_STR2TELEM = Dict{String, Type}()
+const HDF5PLOT_MAP_TELEM2STR = Dict{Type, String}()
+
+#Don't really like this global variable... Very hacky
+mutable struct HDF5Plot_PlotRef
+	ref::Union{Plot, Nothing}
+end
+const HDF5PLOT_PLOTREF = HDF5Plot_PlotRef(nothing)
+
+#Simple sub-structures that can just be written out using _hdf5plot_gwritefields:
+const HDF5PLOT_SIMPLESUBSTRUCT = Union{Font, BoundingBox,
+	GridLayout, RootLayout, ColorGradient, SeriesAnnotations, PlotText,
+	Shape,
+}
+
 # ------------------------------------------------------------------------------
 # inspectdr
 
@@ -629,7 +687,7 @@ const _inspectdr_attr = merge_with_base_supported([
     :markerstrokestyle, #Causes warning not to have it... what is this?
     :fillcolor, :fillalpha, #:fillrange,
 #    :bins, :bar_width, :bar_edges, :bar_position,
-    :title, :title_location,
+    :title, :titlelocation,
     :window_title,
     :guide, :lims, :scale, #:ticks, :flip, :rotation,
     :titlefontfamily, :titlefontsize, :titlefontcolor,
@@ -772,6 +830,7 @@ const _pgfplotsx_seriestype = [
     :heatmap,
     :contour,
     :contour3d,
+    :quiver,
     :shape,
     :steppre,
     :stepmid,
@@ -800,3 +859,6 @@ const _pgfplotsx_marker = [
 ]
 const _pgfplotsx_scale = [:identity, :ln, :log2, :log10]
 is_marker_supported(::PGFPlotsXBackend, shape::Shape) = true
+
+# additional constants
+const _pgfplotsx_series_ids = KW()

src/backends/deprecated/pgfplots.jl

@@ -166,7 +166,7 @@ function pgf_series(sp::Subplot, series::Series)
     # function args
     args = if st == :contour
         plotattributes[:z].surf, plotattributes[:x], plotattributes[:y]
-    elseif is3d(st)
+    elseif RecipesPipeline.is3d(st)
         plotattributes[:x], plotattributes[:y], plotattributes[:z]
     elseif st == :straightline
         straightline_data(series)
@@ -271,7 +271,7 @@ function pgf_fillrange_series(series, i, fillrange, args...)
         push!(style, _pgf_series_extrastyle[st])
     end
     kw[:style] = join(style, ',')
-    func = is3d(series) ? PGFPlots.Linear3 : PGFPlots.Linear
+    func = RecipesPipeline.is3d(series) ? PGFPlots.Linear3 : PGFPlots.Linear
     return func(pgf_fillrange_args(fillrange, args...)...; kw...)
 end
 
@@ -444,7 +444,7 @@ function _update_plot_object(plt::Plot{PGFPlotsBackend})
 
         # add to style/kw for each axis
         for letter in (:x, :y, :z)
-            if letter != :z || is3d(sp)
+            if letter != :z || RecipesPipeline.is3d(sp)
                 axisstyle, axiskw = pgf_axis(sp, letter)
                 append!(style, axisstyle)
                 merge!(kw, axiskw)
@@ -494,7 +494,7 @@ function _update_plot_object(plt::Plot{PGFPlotsBackend})
         if any(s[:seriestype] == :contour for s in series_list(sp))
             kw[:view] = "{0}{90}"
             kw[:colorbar] = !(sp[:colorbar] in (:none, :off, :hide, false))
-        elseif is3d(sp)
+        elseif RecipesPipeline.is3d(sp)
             azim, elev = sp[:camera]
             kw[:view] = "{$(azim)}{$(elev)}"
         end

src/backends/hdf5.jl

@@ -37,33 +37,6 @@ import FixedPointNumbers: N0f8 #In core Julia
 struct HDF5PlotNative; end #Indentifies a data element that can natively be handled by HDF5
 struct HDF5CTuple; end #Identifies a "complex" tuple structure
 
-mutable struct HDF5Plot_PlotRef
-	ref::Union{Plot, Nothing}
-end
-
-
-#==Useful constants
-===============================================================================#
-const _hdf5_nullable{T} = Union{T, Nothing}
-const _hdf5_plotroot = "plot"
-const _hdf5_dataroot = "data" #TODO: Eventually move data to different root (easier to locate)?
-const _hdf5plot_datatypeid = "TYPE" #Attribute identifying type
-const _hdf5plot_countid = "COUNT" #Attribute for storing count
-
-#Dict has problems using "Types" as keys.  Initialize in "_initialize_backend":
-const HDF5PLOT_MAP_STR2TELEM = Dict{String, Type}()
-const HDF5PLOT_MAP_TELEM2STR = Dict{Type, String}()
-
-#Don't really like this global variable... Very hacky
-const HDF5PLOT_PLOTREF = HDF5Plot_PlotRef(nothing)
-
-#Simple sub-structures that can just be written out using _hdf5plot_gwritefields:
-const HDF5PLOT_SIMPLESUBSTRUCT = Union{Font, BoundingBox,
-	GridLayout, RootLayout, ColorGradient, SeriesAnnotations, PlotText,
-	Shape,
-}
-
-
 #==
 ===============================================================================#
 is_marker_supported(::HDF5Backend, shape::Shape) = true
@@ -83,6 +56,7 @@ if length(HDF5PLOT_MAP_TELEM2STR) < 1
         "ARRAY" => Array, #Dict won't allow Array to be key in HDF5PLOT_MAP_TELEM2STR
 
         #Sub-structure types:
+        "DEFAULTSDICT" => DefaultsDict,
         "FONT" => Font,
         "BOUNDINGBOX" => BoundingBox,
         "GRIDLAYOUT" => GridLayout,
@@ -94,7 +68,7 @@ if length(HDF5PLOT_MAP_TELEM2STR) < 1
         "AXIS" => Axis,
         "SURFACE" => Surface,
         "SUBPLOT" => Subplot,
-        "NULLABLE" => _hdf5_nullable,
+        "NULLABLE" => Union{Nothing, T} where T,
     )
     merge!(HDF5PLOT_MAP_STR2TELEM, telem2str)
     merge!(HDF5PLOT_MAP_TELEM2STR, Dict{Type, String}(v=>k for (k,v) in HDF5PLOT_MAP_STR2TELEM))
@@ -104,12 +78,12 @@ end
 #==Helper functions
 ===============================================================================#
 
-_hdf5_plotelempath(subpath::String) = "$_hdf5_plotroot/$subpath"
-_hdf5_datapath(subpath::String) = "$_hdf5_dataroot/$subpath"
+_hdf5_plotelempath(subpath::String) = "plot/$subpath"
+_hdf5_datapath(subpath::String) = "data/$subpath"
 _hdf5_map_str2telem(k::String) = HDF5PLOT_MAP_STR2TELEM[k]
 _hdf5_map_str2telem(v::Vector) = HDF5PLOT_MAP_STR2TELEM[v[1]]
 
-function _hdf5_merge!(dest, src)
+function _hdf5_merge!(dest::AKW, src::AKW)
     for (k, v) in src
         if isa(v, Axis)
             _hdf5_merge!(dest[k].plotattributes, v.plotattributes)
@@ -200,38 +174,38 @@ end
 
 function _hdf5plot_writetype(grp, k::String, tstr::Array{String})
     d = HDF5.d_open(grp, k)
-    HDF5.a_write(d, _hdf5plot_datatypeid, tstr)
+    HDF5.a_write(d, "TYPE", tstr)
 end
 function _hdf5plot_writetype(grp, k::String, T::Type)
     tstr = HDF5PLOT_MAP_TELEM2STR[T]
     d = HDF5.d_open(grp, k)
-    HDF5.a_write(d, _hdf5plot_datatypeid, tstr)
+    HDF5.a_write(d, "TYPE", tstr)
 end
 function _hdf5plot_overwritetype(grp, k::String, T::Type)
     tstr = HDF5PLOT_MAP_TELEM2STR[T]
     d = HDF5.d_open(grp, k)
-    HDF5.a_delete(d, _hdf5plot_datatypeid)
-    HDF5.a_write(d, _hdf5plot_datatypeid, tstr)
+    HDF5.a_delete(d, "TYPE")
+    HDF5.a_write(d, "TYPE", tstr)
 end
 function _hdf5plot_writetype(grp, T::Type) #Write directly to group
     tstr = HDF5PLOT_MAP_TELEM2STR[T]
-    HDF5.a_write(grp, _hdf5plot_datatypeid, tstr)
+    HDF5.a_write(grp, "TYPE", tstr)
 end
 function _hdf5plot_overwritetype(grp, T::Type) #Write directly to group
     tstr = HDF5PLOT_MAP_TELEM2STR[T]
-    HDF5.a_delete(grp, _hdf5plot_datatypeid)
-    HDF5.a_write(grp, _hdf5plot_datatypeid, tstr)
+    HDF5.a_delete(grp, "TYPE")
+    HDF5.a_write(grp, "TYPE", tstr)
 end
 function _hdf5plot_writetype(grp, ::Type{Array{T}}) where T<:Any
     tstr = HDF5PLOT_MAP_TELEM2STR[Array] #ANY
-    HDF5.a_write(grp, _hdf5plot_datatypeid, tstr)
+    HDF5.a_write(grp, "TYPE", tstr)
 end
 function _hdf5plot_writetype(grp, ::Type{T}) where T<:BoundingBox
     tstr = HDF5PLOT_MAP_TELEM2STR[BoundingBox]
-    HDF5.a_write(grp, _hdf5plot_datatypeid, tstr)
+    HDF5.a_write(grp, "TYPE", tstr)
 end
 function _hdf5plot_writecount(grp, n::Int) #Write directly to group
-    HDF5.a_write(grp, _hdf5plot_countid, n)
+    HDF5.a_write(grp, "COUNT", n)
 end
 function _hdf5plot_gwritefields(grp, k::String, v)
     grp = HDF5.g_create(grp, k)
@@ -263,6 +237,15 @@ function _hdf5plot_gwrite(grp, k::String, v::Array{T}) where T<:Number #Default
     grp[k] = v
     _hdf5plot_writetype(grp, k, HDF5PlotNative)
 end
+function _hdf5plot_gwrite(grp, k::String, v::Dict)
+#=
+	tstr = string(Dict)
+	path = HDF5.name(grp) * "/" * k
+	@info("Type not supported: $tstr\npath: $path")
+=#
+	#No support for structures with Dicts different than KW (plotattributes)
+end
+
 #=
 function _hdf5plot_gwrite(grp, k::String, v::Array{Any})
 #    @show grp, k
@@ -295,7 +278,8 @@ function _hdf5plot_gwrite(grp, k::String, v::Tuple)
     end
     #NOTE: _hdf5plot_overwritetype overwrites "Array" type with "Tuple".
 end
-function _hdf5plot_gwrite(grp, k::String, plotattributes::AKW)
+function _hdf5plot_gwrite(grp, k::String, plotattributes::KW)
+	#NOTE: Can only write directly to group, not a subi-item
 #    @warn("Cannot write dict: $k=$plotattributes")
 end
 function _hdf5plot_gwrite(grp, k::String, v::AbstractRange)
@@ -361,7 +345,7 @@ function _hdf5plot_gwrite(grp, k::String, v::Surface)
 	_hdf5plot_writetype(grp, Surface)
 end
 # #TODO: "Properly" support Nullable using _hdf5plot_writetype?
-# function _hdf5plot_gwrite(grp, k::String, v::_hdf5_nullable)
+# function _hdf5plot_gwrite(grp, k::String, v::Union{Nothing, T} where T)
 #     if isnull(v)
 #         _hdf5plot_gwrite(grp, k, nothing)
 #     else
@@ -376,13 +360,22 @@ function _hdf5plot_gwrite(grp, k::String, v::Subplot)
     _hdf5plot_writetype(grp, Subplot)
     return
 end
-function _hdf5plot_write(grp, plotattributes::AKW)
+
+function _hdf5plot_write(grp, plotattributes::KW)
     for (k, v) in plotattributes
         kstr = string(k)
         _hdf5plot_gwrite(grp, kstr, v)
     end
     return
 end
+function _hdf5plot_write(grp, plotattributes::DefaultsDict)
+    for (k, v) in plotattributes
+        kstr = string(k)
+        _hdf5plot_gwrite(grp, kstr, v)
+    end
+	_hdf5plot_writetype(grp, DefaultsDict)
+end
+
 
 # Write main plot structures:
 # ----------------------------------------------------------------
@@ -428,7 +421,7 @@ hdf5plot_write(path::AbstractString) = hdf5plot_write(current(), path)
 ===============================================================================#
 
 function _hdf5plot_readcount(grp) #Read directly from group
-    return HDF5.a_read(grp, _hdf5plot_countid)
+    return HDF5.a_read(grp, "COUNT")
 end
 
 _hdf5plot_convert(T::Type{HDF5PlotNative}, v) = v
@@ -445,20 +438,14 @@ _hdf5plot_convert(T::Type{Extrema}, v) = Extrema(v[1], v[2])
 # Read data structures:
 # ----------------------------------------------------------------
 
-function _hdf5plot_read(grp, k::String, T::Type, dtid)
+function _hdf5plot_read(grp, k::String, T::Type)
     v = HDF5.d_read(grp, k)
     return _hdf5plot_convert(T, v)
 end
-function _hdf5plot_read(grp, k::String, T::Type{Length}, dtid::Vector)
-    v = HDF5.d_read(grp, k)
-    TU = Symbol(dtid[2])
-    T = typeof(v)
-    return Length{TU,T}(v)
-end
 
 # Read more complex data structures:
 # ----------------------------------------------------------------
-function _hdf5plot_read(grp, k::String, T::Type{Font}, dtid)
+function _hdf5plot_read(grp, k::String, T::Type{Font})
     grp = HDF5.g_open(grp, k)
 
     family = _hdf5plot_read(grp, "family")
@@ -469,7 +456,7 @@ function _hdf5plot_read(grp, k::String, T::Type{Font}, dtid)
     color = _hdf5plot_read(grp, "color")
     return Font(family, pointsize, halign, valign, rotation, color)
 end
-function _hdf5plot_read(grp, k::String, T::Type{Array}, dtid) #ANY
+function _hdf5plot_read(grp, k::String, T::Type{Array}) #ANY
     grp = HDF5.g_open(grp, k)
     sz = _hdf5plot_read(grp, "dim")
     if [0] == sz; return []; end
@@ -488,18 +475,18 @@ function _hdf5plot_read(grp, k::String, T::Type{Array}, dtid) #ANY
     result = [result[iter] for iter in eachindex(result)] #Potentially make more specific
     return reshape(result, sz)
 end
-function _hdf5plot_read(grp, k::String, T::Type{HDF5CTuple}, dtid)
-    v = _hdf5plot_read(grp, k, Array, dtid)
+function _hdf5plot_read(grp, k::String, T::Type{HDF5CTuple})
+    v = _hdf5plot_read(grp, k, Array)
     return tuple(v...)
 end
-function _hdf5plot_read(grp, k::String, T::Type{PlotText}, dtid)
+function _hdf5plot_read(grp, k::String, T::Type{PlotText})
     grp = HDF5.g_open(grp, k)
 
     str = _hdf5plot_read(grp, "str")
     font = _hdf5plot_read(grp, "font")
     return PlotText(str, font)
 end
-function _hdf5plot_read(grp, k::String, T::Type{SeriesAnnotations}, dtid)
+function _hdf5plot_read(grp, k::String, T::Type{SeriesAnnotations})
     grp = HDF5.g_open(grp, k)
 
     strs = _hdf5plot_read(grp, "strs")
@@ -508,29 +495,29 @@ function _hdf5plot_read(grp, k::String, T::Type{SeriesAnnotations}, dtid)
     scalefactor = _hdf5plot_read(grp, "scalefactor")
     return SeriesAnnotations(strs, font, baseshape, scalefactor)
 end
-function _hdf5plot_read(grp, k::String, T::Type{Shape}, dtid)
+function _hdf5plot_read(grp, k::String, T::Type{Shape})
     grp = HDF5.g_open(grp, k)
 
     x = _hdf5plot_read(grp, "x")
     y = _hdf5plot_read(grp, "y")
     return Shape(x, y)
 end
-function _hdf5plot_read(grp, k::String, T::Type{ColorGradient}, dtid)
+function _hdf5plot_read(grp, k::String, T::Type{ColorGradient})
     grp = HDF5.g_open(grp, k)
 
     colors = _hdf5plot_read(grp, "colors")
     values = _hdf5plot_read(grp, "values")
     return ColorGradient(colors, values)
 end
-function _hdf5plot_read(grp, k::String, T::Type{BoundingBox}, dtid)
+function _hdf5plot_read(grp, k::String, T::Type{BoundingBox})
     grp = HDF5.g_open(grp, k)
 
     x0 = _hdf5plot_read(grp, "x0")
     a = _hdf5plot_read(grp, "a")
     return BoundingBox(x0, a)
 end
-_hdf5plot_read(grp, k::String, T::Type{RootLayout}, dtid) = RootLayout()
-function _hdf5plot_read(grp, k::String, T::Type{GridLayout}, dtid)
+_hdf5plot_read(grp, k::String, T::Type{RootLayout}) = RootLayout()
+function _hdf5plot_read(grp, k::String, T::Type{GridLayout})
     grp = HDF5.g_open(grp, k)
 
 #    parent = _hdf5plot_read(grp, "parent")
@@ -544,30 +531,44 @@ parent = RootLayout()
 
     return GridLayout(parent, minpad, bbox, grid, widths, heights, attr)
 end
-function _hdf5plot_read(grp, k::String, T::Type{Axis}, dtid)
-    grp = HDF5.g_open(grp, k)
-    kwlist = KW()
-    _hdf5plot_read(grp, kwlist)
-    return Axis([], kwlist)
+function _hdf5plot_read(grp, T::Type{DefaultsDict})
+    attr = DefaultsDict(KW(), _plot_defaults)
+    v = _hdf5plot_read(grp, attr)
+    return attr
 end
-function _hdf5plot_read(grp, k::String, T::Type{Surface}, dtid)
+function _hdf5plot_read(grp, k::String, T::Type{Axis})
+    grp = HDF5.g_open(grp, k)
+    plotattributes = DefaultsDict(KW(), _plot_defaults)
+    _hdf5plot_read(grp, plotattributes)
+    return Axis([], plotattributes)
+end
+function _hdf5plot_read(grp, k::String, T::Type{Surface})
     grp = HDF5.g_open(grp, k)
     data2d = _hdf5plot_read(grp, "data2d")
     return Surface(data2d)
 end
-function _hdf5plot_read(grp, k::String, T::Type{Subplot}, dtid)
+function _hdf5plot_read(grp, k::String, T::Type{Subplot})
     grp = HDF5.g_open(grp, k)
     idx = _hdf5plot_read(grp, "index")
     return HDF5PLOT_PLOTREF.ref.subplots[idx]
 end
+
+#Most types don't need dtid for read!!:
+_hdf5plot_read(grp, k::String, T::Type, dtid) = _hdf5plot_read(grp, k, T)
+function _hdf5plot_read(grp, k::String, T::Type{Length}, dtid::Vector)
+    v = HDF5.d_read(grp, k)
+    TU = Symbol(dtid[2])
+    T = typeof(v)
+    return Length{TU,T}(v)
+end
 function _hdf5plot_read(grp, k::String)
-    dtid = HDF5.a_read(grp[k], _hdf5plot_datatypeid)
+    dtid = HDF5.a_read(grp[k], "TYPE")
     T = _hdf5_map_str2telem(dtid) #expect exception
     return _hdf5plot_read(grp, k, T, dtid)
 end
 
 #Read in values in group to populate plotattributes:
-function _hdf5plot_read(grp, plotattributes::AKW)
+function _hdf5plot_readattr(grp, plotattributes::AbstractDict)
     gnames = names(grp)
     for k in gnames
         try
@@ -581,6 +582,8 @@ function _hdf5plot_read(grp, plotattributes::AKW)
     end
     return
 end
+_hdf5plot_read(grp, plotattributes::KW) = _hdf5plot_readattr(grp, plotattributes)
+_hdf5plot_read(grp, plotattributes::DefaultsDict) = _hdf5plot_readattr(grp, plotattributes)
 
 # Read main plot structures:
 # ----------------------------------------------------------------
@@ -593,17 +596,17 @@ function _hdf5plot_read(sp::Subplot, subpath::String, f)
 
     for i in 1:nseries
         grp = HDF5.g_open(f, _hdf5_plotelempath("$subpath/series_list/series$i"))
-        kwlist = KW()
-        _hdf5plot_read(grp, kwlist)
-        plot!(sp, kwlist[:x], kwlist[:y]) #Add data & create data structures
-        _hdf5_merge!(sp.series_list[end].plotattributes, kwlist)
+        seriesinfo = DefaultsDict(KW(), _plot_defaults)
+        _hdf5plot_read(grp, seriesinfo)
+        plot!(sp, seriesinfo[:x], seriesinfo[:y]) #Add data & create data structures
+        _hdf5_merge!(sp.series_list[end].plotattributes, seriesinfo)
     end
 
     #Perform after adding series... otherwise values get overwritten:
     grp = HDF5.g_open(f, _hdf5_plotelempath("$subpath/attr"))
-    kwlist = KW()
-    _hdf5plot_read(grp, kwlist)
-    _hdf5_merge!(sp.attr, kwlist)
+    attr = DefaultsDict(KW(), _plot_defaults)
+    _hdf5plot_read(grp, attr)
+    _hdf5_merge!(sp.attr, attr)
 
     return
 end

src/backends/inspectdr.jl

@@ -429,29 +429,23 @@ end
 
 # ----------------------------------------------------------------
 
-const _inspectdr_mimeformats_dpi = Dict(
-    "image/png"               => "png"
-)
-const _inspectdr_mimeformats_nodpi = Dict(
-    "image/svg+xml"           => "svg",
-    "application/eps"         => "eps",
-    "image/eps"               => "eps",
-#    "application/postscript"  => "ps", #TODO: support once Cairo supports PSSurface
-    "application/pdf"         => "pdf"
-)
 _inspectdr_show(io::IO, mime::MIME, ::Nothing, w, h) =
     throw(ErrorException("Cannot show(::IO, ...) plot - not yet generated"))
 function _inspectdr_show(io::IO, mime::MIME, mplot, w, h)
     InspectDR._show(io, mime, mplot, Float64(w), Float64(h))
 end
 
-for (mime, fmt) in _inspectdr_mimeformats_dpi
-    @eval function _show(io::IO, mime::MIME{Symbol($mime)}, plt::Plot{InspectDRBackend})
-        dpi = plt[:dpi]#TODO: support
-        _inspectdr_show(io, mime, _inspectdr_getmplot(plt.o), plt[:size]...)
-    end
+function _show(io::IO, mime::MIME{Symbol("image/png")}, plt::Plot{InspectDRBackend})
+    dpi = plt[:dpi] # TODO: support
+    _inspectdr_show(io, mime, _inspectdr_getmplot(plt.o), plt[:size]...)
 end
-for (mime, fmt) in _inspectdr_mimeformats_nodpi
+for (mime, fmt) in (
+    "image/svg+xml" => "svg",
+    "application/eps" => "eps",
+    "image/eps" => "eps",
+    # "application/postscript" => "ps", # TODO: support once Cairo supports PSSurface
+    "application/pdf" => "pdf",
+)
     @eval function _show(io::IO, mime::MIME{Symbol($mime)}, plt::Plot{InspectDRBackend})
         _inspectdr_show(io, mime, _inspectdr_getmplot(plt.o), plt[:size]...)
     end

src/backends/orca.jl

@@ -12,13 +12,12 @@ function plotlybase_syncplot(plt::Plot)
     return plt.o
 end
 
-const _orca_mimeformats = Dict(
+for (mime, fmt) in (
     "application/pdf" => "pdf",
-    "image/png"       => "png",
-    "image/svg+xml"   => "svg",
-    "image/eps"       => "eps",
+    "image/png" => "png",
+    "image/svg+xml" => "svg",
+    "image/eps" => "eps",
 )
-
-for (mime, fmt) in _orca_mimeformats
-    @eval _show(io::IO, ::MIME{Symbol($mime)}, plt::Plot{PlotlyBackend}) = ORCA.PlotlyBase.savefig(io, plotlybase_syncplot(plt), format = $fmt)
+    @eval _show(io::IO, ::MIME{Symbol($mime)}, plt::Plot{PlotlyBackend}) =
+        ORCA.PlotlyBase.savefig(io, plotlybase_syncplot(plt), format = $fmt)
 end

src/backends/pgfplotsx.jl

@@ -29,11 +29,20 @@ Base.@kwdef mutable struct PGFPlotsXPlot
         PGFPlotsX.push_preamble!(
             pgfx_plot.the_plot,
             raw"""
-            \pgfplotsset{
-            /pgfplots/layers/axis on top/.define layer set={
-            background, axis background,pre main,main,axis grid,axis ticks,axis lines,axis tick labels,
-            axis descriptions,axis foreground
-            }{/pgfplots/layers/standard},
+            \pgfplotsset{%
+            layers/standard/.define layer set={%
+                background,axis background,axis grid,axis ticks,axis lines,axis tick labels,pre main,main,axis descriptions,axis foreground%
+            }{grid style= {/pgfplots/on layer=axis grid},%
+                tick style= {/pgfplots/on layer=axis ticks},%
+                axis line style= {/pgfplots/on layer=axis lines},%
+                label style= {/pgfplots/on layer=axis descriptions},%
+                legend style= {/pgfplots/on layer=axis descriptions},%
+                title style= {/pgfplots/on layer=axis descriptions},%
+                colorbar style= {/pgfplots/on layer=axis descriptions},%
+                ticklabel style= {/pgfplots/on layer=axis tick labels},%
+                axis background@ style={/pgfplots/on layer=axis background},%
+                3d box foreground style={/pgfplots/on layer=axis foreground},%
+                },
             }
             """,
         )
@@ -76,7 +85,17 @@ end
 
 function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
     if !pgfx_plot.is_created || pgfx_plot.was_shown
-        the_plot = PGFPlotsX.TikzPicture(PGFPlotsX.Options())
+        pgfx_sanitize_plot!(plt)
+        # extract extra kwargs
+        extra_plot_opt = plt[:extra_plot_kwargs]
+        extra_plot = nothing
+        if haskey(extra_plot_opt, :add)
+            extra_plot = wraptuple(pop!(extra_plot_opt,:add))
+        end
+        the_plot = PGFPlotsX.TikzPicture(PGFPlotsX.Options(extra_plot_opt...))
+        if extra_plot !== nothing
+            push!(the_plot, extra_plot...)
+        end
         bgc = plt.attr[:background_color_outside] == :match ?
             plt.attr[:background_color] : plt.attr[:background_color_outside]
         if bgc isa Colors.Colorant
@@ -94,27 +113,38 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
         end
 
         for sp in plt.subplots
-            bb = bbox(sp)
-            sp_width = width(bb)
-            sp_height = height(bb)
-            dx, dy = bb.x0
-            # TODO: does this hold at every scale?
-            if sp[:legend] in (:outertopright, nothing)
-                dx *= 1.2
-            end
+            bb1 = sp.plotarea
+            bb2 = bbox(sp)
+            sp_width = width(bb2)
+            sp_height = height(bb2)
+            dx, dy = bb2.x0
+            lpad = leftpad(sp) + sp[:left_margin]
+            rpad = rightpad(sp) + sp[:right_margin]
+            tpad = toppad(sp) + sp[:top_margin]
+            bpad = bottompad(sp) + sp[:bottom_margin]
+            dx += lpad
+            dy += tpad
+            axis_height = sp_height - (tpad + bpad)
+            axis_width = sp_width - (rpad + lpad)
+
             cstr = plot_color(sp[:background_color_legend])
             a = alpha(cstr)
             fg_alpha = alpha(plot_color(sp[:foreground_color_legend]))
             title_cstr = plot_color(sp[:titlefontcolor])
             title_a = alpha(title_cstr)
+            title_loc = sp[:titlelocation]
             bgc_inside = plot_color(sp[:background_color_inside])
             bgc_inside_a = alpha(bgc_inside)
             axis_opt = PGFPlotsX.Options(
+                "point meta max" => get_clims(sp)[2],
+                "point meta min" => get_clims(sp)[1],
+                "legend cell align" => "left",
                 "title" => sp[:title],
                 "title style" => PGFPlotsX.Options(
-                    "font" => pgfx_font(
-                        sp[:titlefontsize],
-                        pgfx_thickness_scaling(sp),
+                        pgfx_get_title_pos(title_loc)...,
+                        "font" => pgfx_font(
+                            sp[:titlefontsize],
+                            pgfx_thickness_scaling(sp),
                     ),
                     "color" => title_cstr,
                     "draw opacity" => title_a,
@@ -139,30 +169,19 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
                     "fill" => bgc_inside,
                     "opacity" => bgc_inside_a,
                 ),
-                "axis on top" => nothing,
-                # "framed" => nothing,
                 # These are for layouting
                 "anchor" => "north west",
                 "xshift" => string(dx),
                 "yshift" => string(-dy),
             )
-            sp_width > 0 * mm ? push!(axis_opt, "width" => string(sp_width)) :
+            sp_width > 0 * mm ? push!(axis_opt, "width" => string(axis_width)) :
             nothing
-            sp_height > 0 * mm ? push!(axis_opt, "height" => string(sp_height)) :
+            sp_height > 0 * mm ? push!(axis_opt, "height" => string(axis_height)) :
             nothing
             # legend position
-            if sp[:legend] isa Tuple
-                x, y = sp[:legend]
-                push!(axis_opt["legend style"], "at={($x, $y)}")
-            else
-                push!(
-                    axis_opt,
-                    "legend pos" =>
-                        get(_pgfplotsx_legend_pos, sp[:legend], "outer north east"),
-                )
-            end
+            push!(axis_opt["legend style"], pgfx_get_legend_pos(sp[:legend])...)
             for letter in (:x, :y, :z)
-                if letter != :z || is3d(sp)
+                if letter != :z || RecipesPipeline.is3d(sp)
                     pgfx_axis!(axis_opt, sp, letter)
                 end
             end
@@ -177,35 +196,49 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
             # As it is likely that all series within the same axis use the same
             # colormap this should not cause any problem.
             for series in series_list(sp)
-                for col in (:markercolor, :fillcolor, :linecolor)
-                    if typeof(series.plotattributes[col]) == ColorGradient
-                        PGFPlotsX.push_preamble!(
-                            pgfx_plot.the_plot,
-                            """\\pgfplotsset{
-                            colormap={plots$(sp.attr[:subplot_index])}{$(pgfx_colormap(series.plotattributes[col]))},
-                            }""",
-                        )
+                if hascolorbar(series)
+                    cg = get_colorgradient(series)
+                    cm = pgfx_colormap(get_colorgradient(series))
+                    PGFPlotsX.push_preamble!(
+                        pgfx_plot.the_plot,
+                        """\\pgfplotsset{
+                        colormap={plots$(sp.attr[:subplot_index])}{$cm},
+                        }""",
+                    )
+                    push!(axis_opt, "colormap name" => "plots$(sp.attr[:subplot_index])")
+                    if cg isa PlotUtils.CategoricalColorGradient
                         push!(
                             axis_opt,
-                            "colorbar" => nothing,
-                            "colormap name" => "plots$(sp.attr[:subplot_index])",
+                            "colormap access" => "piecewise const",
+                            "colorbar sampled" => nothing,
                         )
-                        # goto is needed to break out of col and series for
-                        @goto colorbar_end
                     end
+                    # goto is needed to break out of col and series for
+                    @goto colorbar_end
                 end
             end
             @label colorbar_end
 
-            push!(
-                axis_opt,
-                "colorbar style" => PGFPlotsX.Options(
+            if hascolorbar(sp)
+                colorbar_style = PGFPlotsX.Options(
                     "title" => sp[:colorbar_title],
-                    "point meta max" => get_clims(sp)[2],
-                    "point meta min" => get_clims(sp)[1],
-                ),
-            )
-            if is3d(sp)
+                    "xticklabel style" => pgfx_get_ticklabel_style(sp, sp[:xaxis]),
+                    "yticklabel style" => pgfx_get_ticklabel_style(sp, sp[:yaxis]),
+                )
+                if sp[:colorbar] === :top
+                    push!(colorbar_style,
+                        "at" => string((0.5, 1.05)),
+                        "anchor" => "south",
+                        "xticklabel pos" => "upper",
+                    )
+                end
+                push!(
+                    axis_opt,
+                    string("colorbar", pgfx_get_colorbar_pos(sp[:colorbar])) => nothing,
+                    "colorbar style" => colorbar_style,
+                )
+            end
+            if RecipesPipeline.is3d(sp)
                 azim, elev = sp[:camera]
                 push!(axis_opt, "view" => (azim, elev))
             end
@@ -216,7 +249,25 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
             else
                 PGFPlotsX.Axis
             end
-            axis = axisf(axis_opt)
+            extra_sp_opt = sp[:extra_kwargs]
+            extra_sp = nothing
+            if haskey(extra_sp_opt, :add)
+                extra_sp = wraptuple(pop!(extra_sp_opt,:add))
+            end
+            axis = axisf(merge(axis_opt, PGFPlotsX.Options(extra_sp_opt...)))
+            if extra_sp !== nothing
+                push!(axis, extra_sp...)
+            end
+            if sp[:legendtitle] !== nothing
+                push!(axis, PGFPlotsX.Options("\\addlegendimage{empty legend}" => nothing))
+                push!(
+                    axis,
+                    PGFPlotsX.LegendEntry(
+                        string("\\hspace{-.6cm}{\\textbf{", sp[:legendtitle], "}}"),
+                        false,
+                    ),
+                )
+            end
             for (series_index, series) in enumerate(series_list(sp))
                 # give each series a uuid for fillbetween
                 series_id = uuid4()
@@ -228,7 +279,13 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
                     "color" => single_color(opt[:linecolor]),
                     "name path" => string(series_id),
                 )
-                if is3d(series) || st == :heatmap
+                extra_series_opt = series[:extra_kwargs]
+                extra_series = nothing
+                if haskey(extra_series_opt, :add)
+                    extra_series = wraptuple(pop!(extra_series_opt,:add))
+                end
+                series_opt = merge(series_opt, PGFPlotsX.Options(extra_series_opt...))
+                if RecipesPipeline.is3d(series) || st in (:heatmap, :contour)
                     series_func = PGFPlotsX.Plot3
                 else
                     series_func = PGFPlotsX.Plot
@@ -237,7 +294,7 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
                    !isfilledcontour(series) && series[:ribbon] === nothing
                     push!(series_opt, "area legend" => nothing)
                 end
-                if st == :heatmap
+                if st in (:heatmap, :contour)
                     push!(axis.options, "view" => "{0}{90}")
                 end
                 # treat segments
@@ -259,7 +316,7 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
                         if marker isa Shape
                             x = marker.x
                             y = marker.y
-                            scale_factor = 0.025
+                            scale_factor = 0.00125
                             mark_size = opt[:markersize] * scale_factor
                             path = join(
                                 [
@@ -282,12 +339,13 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
                         end
                         segment_opt = merge(segment_opt, pgfx_marker(opt, i))
                     end
-                    if st == :shape || isfilledcontour(series)
+                    if st == :shape
                         segment_opt = merge(segment_opt, pgfx_fillstyle(opt, i))
                     end
                     # add fillrange
                     if sf !== nothing &&
-                       !isfilledcontour(series) && series[:ribbon] === nothing
+                       !isfilledcontour(series) &&
+                       series[:ribbon] === nothing
                         if sf isa Number || sf isa AVec
                             pgfx_fillrange_series!(
                                 axis,
@@ -307,6 +365,9 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
                         pgfx_series_coordinates!(sp, series, segment_opt, opt, rng)
                     segment_plot =
                         series_func(merge(series_opt, segment_opt), coordinates)
+                    if extra_series !== nothing
+                        push!(segment_plot, extra_series...)
+                    end
                     push!(axis, segment_plot)
                     # fill between functions
                     if sf isa Tuple && series[:ribbon] === nothing
@@ -334,51 +395,51 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
                             series_index,
                         )
                     end
-                    # add series annotations
-                    anns = series[:series_annotations]
-                    for (xi, yi, str, fnt) in EachAnn(anns, series[:x], series[:y])
-                        pgfx_add_annotation!(
-                            axis,
-                            xi,
-                            yi,
-                            PlotText(str, fnt),
-                            pgfx_thickness_scaling(series),
-                        )
-                    end
                     # add to legend?
-                    if sp[:legend] != :none && pgfx_should_add_to_legend(series)
+                    if sp[:legend] != :none
                         leg_entry = if opt[:label] isa AVec
                             get(opt[:label], i, "")
                         elseif opt[:label] isa AbstractString
                             if i == 1
-                                opt[:label]
+                                get(opt, :label, "")
                             else
                                 ""
                             end
                         else
                             throw(ArgumentError("Malformed label. label = $(opt[:label])"))
                         end
-                        if leg_entry == ""
-                            push!(segment_plot.options, "forget plot" => nothing)
-                            continue
+                        if leg_entry == "" || !pgfx_should_add_to_legend(series)
+                            push!(axis.contents[end].options, "forget plot" => nothing)
+                        else
+                            leg_opt = PGFPlotsX.Options()
+                            if ribbon !== nothing
+                                pgfx_filllegend!(axis.contents[end - 3].options, opt)
+                            end
+                            legend = PGFPlotsX.LegendEntry(leg_opt, leg_entry, false)
+                            push!(axis, legend)
                         end
-                        leg_opt = PGFPlotsX.Options()
-                        if ribbon !== nothing
-                            pgfx_filllegend!(axis.contents[end - 3].options, opt)
-                        end
-                        legend = PGFPlotsX.LegendEntry(leg_opt, leg_entry, false)
-                        push!(axis, legend)
                     end
                 end # for segments
-                # add subplot annotations
-                for ann in sp[:annotations]
+                # add series annotations
+                anns = series[:series_annotations]
+                for (xi, yi, str, fnt) in EachAnn(anns, series[:x], series[:y])
                     pgfx_add_annotation!(
                         axis,
-                        locate_annotation(sp, ann...)...,
-                        pgfx_thickness_scaling(sp),
+                        xi,
+                        yi,
+                        PlotText(str, fnt),
+                        pgfx_thickness_scaling(series),
                     )
                 end
             end # for series
+            # add subplot annotations
+            for ann in sp[:annotations]
+                pgfx_add_annotation!(
+                    axis,
+                    locate_annotation(sp, ann...)...,
+                    pgfx_thickness_scaling(sp),
+                )
+            end
             push!(the_plot, axis)
             if length(plt.o.the_plot.elements) > 0
                 plt.o.the_plot.elements[1] = the_plot
@@ -387,6 +448,7 @@ function (pgfx_plot::PGFPlotsXPlot)(plt::Plot{PGFPlotsXBackend})
             end
         end # for subplots
         pgfx_plot.is_created = true
+        pgfx_plot.was_shown = false
     end # if
     return pgfx_plot
 end
@@ -398,7 +460,7 @@ end
         opt[:x], opt[:y], Array(opt[:z])'
     elseif st in (:heatmap, :surface, :wireframe)
         surface_to_vecs(opt[:x], opt[:y], opt[:z])
-    elseif is3d(st)
+    elseif RecipesPipeline.is3d(st)
         opt[:x], opt[:y], opt[:z]
     elseif st == :straightline
         straightline_data(series)
@@ -532,8 +594,8 @@ function pgfx_series_coordinates!(
     xs, ys, zs = collect(args)
     push!(
         segment_opt,
-        "contour filled" => PGFPlotsX.Options("labels" => opt[:contour_labels]),
-        "point meta" => "explicit",
+        "contour filled" => PGFPlotsX.Options(), # labels not supported
+        "patch type" => "bilinear",
         "shader" => "flat",
     )
     if opt[:levels] isa Number
@@ -542,64 +604,115 @@ function pgfx_series_coordinates!(
         push!(segment_opt["contour filled"], "levels" => opt[:levels])
     end
 
-    cs = join(
-        [
-            join(["($x, $y) [$(zs[j, i])]" for (j, x) in enumerate(xs)], " ") for (i, y) in enumerate(ys)
-        ],
-        "\n\n",
-    )
-    """
-        coordinates {
-        $cs
-        };
-    """
+    PGFPlotsX.Coordinates(args...)
 end
 ##
-const _pgfplotsx_linestyles = KW(
-    :solid => "solid",
-    :dash => "dashed",
-    :dot => "dotted",
-    :dashdot => "dashdotted",
-    :dashdotdot => "dashdotdotted",
+pgfx_get_linestyle(k) = get(
+    (
+        solid = "solid",
+        dash = "dashed",
+        dot = "dotted",
+        dashdot = "dashdotted",
+        dashdotdot = "dashdotdotted",
+    ),
+    Symbol(k),
+    "solid",
 )
 
-const _pgfplotsx_series_ids = KW()
-
-const _pgfplotsx_markers = KW(
-    :none => "none",
-    :cross => "+",
-    :xcross => "x",
-    :+ => "+",
-    :x => "x",
-    :utriangle => "triangle*",
-    :dtriangle => "triangle*",
-    :rtriangle => "triangle*",
-    :ltriangle => "triangle*",
-    :circle => "*",
-    :rect => "square*",
-    :star5 => "star",
-    :star6 => "asterisk",
-    :diamond => "diamond*",
-    :pentagon => "pentagon*",
-    :hline => "-",
-    :vline => "|",
+pgfx_get_marker(k) = get(
+    (
+        none = "none",
+        cross = "+",
+        xcross = "x",
+        + = "+",
+        x = "x",
+        utriangle = "triangle*",
+        dtriangle = "triangle*",
+        rtriangle = "triangle*",
+        ltriangle = "triangle*",
+        circle = "*",
+        rect = "square*",
+        star5 = "star",
+        star6 = "asterisk",
+        diamond = "diamond*",
+        pentagon = "pentagon*",
+        hline = "-",
+        vline = "|",
+    ),
+    Symbol(k),
+    "*",
 )
 
-const _pgfplotsx_legend_pos = KW(
-    :bottomleft => "south west",
-    :bottomright => "south east",
-    :topright => "north east",
-    :topleft => "north west",
-    :outertopright => "outer north east",
+pgfx_get_xguide_pos(k) = get(
+    (
+        top = "at={(0.5,1)},above,",
+        right = "at={(ticklabel* cs:1.02)}, anchor=west,",
+        left = "at={(ticklabel* cs:-0.02)}, anchor=east,",
+    ),
+    k,
+    "at={(ticklabel cs:0.5)}, anchor=near ticklabel"
 )
 
-const _pgfx_framestyles = [:box, :axes, :origin, :zerolines, :grid, :none]
-const _pgfx_framestyle_defaults = Dict(:semi => :box)
+pgfx_get_yguide_pos(k) = get(
+    (
+        top = "at={(ticklabel* cs:1.02)}, anchor=south",
+        right = "at={(1,0.5)},below,",
+        bottom = "at={(ticklabel* cs:-0.02)}, anchor=north,",
+    ),
+    k,
+    "at={(ticklabel cs:0.5)}, anchor=near ticklabel"
+)
+
+pgfx_get_legend_pos(k) = get(
+    (
+        top = ("at" => string((0.5, 0.98)), "anchor" => "north"),
+        bottom = ("at" => string((0.5, 0.02)), "anchor" => "south"),
+        left = ("at" => string((0.02, 0.5)), "anchor" => "west"),
+        right = ("at" => string((0.98, 0.5)), "anchor" => "east"),
+        bottomleft = ("at" => string((0.02, 0.02)), "anchor" => "south west"),
+        bottomright = ("at" => string((0.98, 0.02)), "anchor" => "south east"),
+        topright = ("at" => string((0.98, 0.98)), "anchor" => "north east"),
+        topleft = ("at" => string((0.02, 0.98)), "anchor" => "north west"),
+        outertop = ("at" => string((0.5, 1.02)), "anchor" => "south"),
+        outerbottom = ("at" => string((0.5, -0.02)), "anchor" => "north"),
+        outerleft = ("at" => string((-0.02, 0.5)), "anchor" => "east"),
+        outerright = ("at" => string((1.02, 0.5)), "anchor" => "west"),
+        outerbottomleft = ("at" => string((-0.02, -0.02)), "anchor" => "north east"),
+        outerbottomright = ("at" => string((1.02, -0.02)), "anchor" => "north west"),
+        outertopright = ("at" => string((1.02, 1)), "anchor" => "north west"),
+        outertopleft = ("at" => string((-0.02, 1)), "anchor" => "north east"),
+    ),
+    Symbol(k),
+    ("at" => string((1.02, 1)), "anchor" => "north west"),
+)
+pgfx_get_legend_pos(t::Tuple) = ("at" => "{$(string(t))}", "anchor" => "north west")
+pgfx_get_legend_pos(nt::NamedTuple) = ("at" => "{$(string(nt.at))}", "anchor" => string(nt.anchor))
+
+pgfx_get_colorbar_pos(s) =
+    get((left = " left", bottom = " horizontal", top = " horizontal"), s, "")
+pgfx_get_colorbar_pos(b::Bool) = ""
+
+pgfx_get_title_pos(s) =
+    get((
+        left = ("at" => "{(0,1)}", "anchor" => "south west"),
+        right = ("at" => "{(1,1)}", "anchor" => "south east"),
+        ), s,
+        ("at" => "{(0.5,1)}", "anchor" => "south"))
+pgfx_get_title_pos(t::Tuple) = ("at" => "{$(string(t))}", "anchor" => "south")
+pgfx_get_title_pos(nt::NamedTuple) = ("at" => "{$(string(nt.at))}", "anchor" => string(nt.anchor))
+
+function pgfx_get_ticklabel_style(sp, axis)
+    cstr = plot_color(axis[:tickfontcolor])
+    return PGFPlotsX.Options(
+        "font" => pgfx_font(
+            axis[:tickfontsize], pgfx_thickness_scaling(sp)
+        ),
+        "color" => cstr,
+        "draw opacity" => alpha(cstr),
+        "rotate" => axis[:tickfontrotation],
+    )
+end
 
-# we use the anchors to define orientations for example to align left
-# one needs to use the right edge as anchor
-const _pgfx_annotation_halign =
-    KW(:center => "", :left => "right", :right => "left")
 ## --------------------------------------------------------------------------------------
 # Generates a colormap for pgfplots based on a ColorGradient
 pgfx_arrow(::Nothing) = "every arrow/.append style={-}"
@@ -632,22 +745,24 @@ function pgfx_filllegend!(series_opt, opt)
               }""")
 end
 
-function pgfx_colormap(grad::ColorGradient)
-    join(map(grad.colors) do c
+pgfx_colormap(cl::PlotUtils.AbstractColorList) = pgfx_colormap(color_list(cl))
+function pgfx_colormap(v::Vector{<:Colorant})
+    join(map(v) do c
         @sprintf("rgb=(%.8f,%.8f,%.8f)", red(c), green(c), blue(c))
     end, "\n")
 end
-function pgfx_colormap(grad::Vector{<:Colorant})
-    join(map(grad) do c
-        @sprintf("rgb=(%.8f,%.8f,%.8f)", red(c), green(c), blue(c))
+function pgfx_colormap(cg::ColorGradient)
+    join(map(1:length(cg)) do i
+        @sprintf("rgb(%.8fcm)=(%.8f,%.8f,%.8f)", cg.values[i], red(cg.colors[i]), green(cg.colors[i]), blue(cg.colors[i]))
     end, "\n")
 end
 
+
 function pgfx_framestyle(style::Symbol)
-    if style in _pgfx_framestyles
+    if style in (:box, :axes, :origin, :zerolines, :grid, :none)
         return style
     else
-        default_style = get(_pgfx_framestyle_defaults, style, :axes)
+        default_style = get((semi = :box,), style, :axes)
         @warn( "Framestyle :$style is not (yet) supported by the PGFPlotsX backend. :$default_style was cosen instead.",)
         default_style
     end
@@ -666,14 +781,14 @@ function pgfx_fillstyle(plotattributes, i = 1)
     PGFPlotsX.Options("fill" => cstr, "fill opacity" => a)
 end
 
-function pgfx_linestyle(linewidth::Real, color, α = 1, linestyle = "solid")
+function pgfx_linestyle(linewidth::Real, color, α = 1, linestyle = :solid)
     cstr = plot_color(color, α)
     a = alpha(cstr)
     return PGFPlotsX.Options(
         "color" => cstr,
         "draw opacity" => a,
         "line width" => linewidth,
-        get(_pgfplotsx_linestyles, linestyle, "solid") => nothing,
+        pgfx_get_linestyle(linestyle) => nothing,
     )
 end
 
@@ -691,7 +806,7 @@ function pgfx_font(fontsize, thickness_scaling = 1, font = "\\selectfont")
 end
 
 function pgfx_should_add_to_legend(series::Series)
-    series.plotattributes[:primary] && series.plotattributes[:label] != "" &&
+    series.plotattributes[:primary] &&
     !(
         series.plotattributes[:seriestype] in (
             :hexbin,
@@ -703,7 +818,6 @@ function pgfx_should_add_to_legend(series::Series)
             :contourf,
             :contour3d,
             :heatmap,
-            :pie,
             :image,
         )
     )
@@ -711,10 +825,8 @@ end
 
 function pgfx_marker(plotattributes, i = 1)
     shape = _cycle(plotattributes[:markershape], i)
-    cstr = plot_color(
-        get_markercolor(plotattributes, i),
-        get_markeralpha(plotattributes, i),
-    )
+    cstr =
+        plot_color(get_markercolor(plotattributes, i), get_markeralpha(plotattributes, i))
     a = alpha(cstr)
     cstr_stroke = plot_color(
         get_markerstrokecolor(plotattributes, i),
@@ -723,11 +835,10 @@ function pgfx_marker(plotattributes, i = 1)
     a_stroke = alpha(cstr_stroke)
     mark_size =
         pgfx_thickness_scaling(plotattributes) *
-        0.5 *
+        0.75 *
         _cycle(plotattributes[:markersize], i)
     return PGFPlotsX.Options(
-        "mark" =>
-            shape isa Shape ? "PlotsShape$i" : get(_pgfplotsx_markers, shape, "*"),
+        "mark" => shape isa Shape ? "PlotsShape$i" : pgfx_get_marker(shape),
         "mark size" => "$mark_size pt",
         "mark options" => PGFPlotsX.Options(
             "color" => cstr_stroke,
@@ -736,6 +847,7 @@ function pgfx_marker(plotattributes, i = 1)
             "fill opacity" => a,
             "line width" =>
                 pgfx_thickness_scaling(plotattributes) *
+                0.75 *
                 _cycle(plotattributes[:markerstrokewidth], i),
             "rotate" => if shape == :dtriangle
                 180
@@ -746,11 +858,7 @@ function pgfx_marker(plotattributes, i = 1)
             else
                 0
             end,
-            get(
-                _pgfplotsx_linestyles,
-                _cycle(plotattributes[:markerstrokestyle], i),
-                "solid",
-            ) => nothing,
+            pgfx_get_linestyle(_cycle(plotattributes[:markerstrokestyle], i)) => nothing,
         ),
     )
 end
@@ -764,7 +872,8 @@ function pgfx_add_annotation!(o, x, y, val, thickness_scaling = 1)
         [
             "\\node",
             PGFPlotsX.Options(
-                get(_pgfx_annotation_halign, val.font.halign, "") => nothing,
+                get((center = "", left = "right", right = "left"), val.font.halign, "") =>
+                    nothing,
                 "color" => cstr,
                 "draw opacity" => convert(Float16, a),
                 "rotate" => val.font.rotation,
@@ -839,7 +948,7 @@ function pgfx_fillrange_series!(axis, series, series_func, i, fillrange, rng)
     fillrange_opt = merge(fillrange_opt, pgfx_marker(series, i))
     push!(fillrange_opt, "forget plot" => nothing)
     opt = series.plotattributes
-    args = is3d(series) ? (opt[:x][rng], opt[:y][rng], opt[:z][rng]) :
+    args = RecipesPipeline.is3d(series) ? (opt[:x][rng], opt[:y][rng], opt[:z][rng]) :
         (opt[:x][rng], opt[:y][rng])
     push!(
         axis,
@@ -862,6 +971,58 @@ function pgfx_fillrange_args(fillrange, x, y, z)
     z_fill = [z; _cycle(fillrange, n:-1:1); z[1]]
     return PGFPlotsX.Coordiantes(x_fill, y_fill, z_fill)
 end
+
+function pgfx_sanitize_string(p::PlotText)
+    PlotText(pgfx_sanitize_string(p.str), p.font)
+end
+function pgfx_sanitize_string(s::AbstractString)
+    s = replace(s, r"\\?\#" => "\\#")
+    s = replace(s, r"\\?\%" => "\\%")
+    s = replace(s, r"\\?\_" => "\\_")
+    s = replace(s, r"\\?\&" => "\\&")
+    s = replace(s, r"\\?\{" => "\\{")
+    s = replace(s, r"\\?\}" => "\\}")
+end
+@require LaTeXStrings = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f" begin
+    using .LaTeXStrings
+    function pgfx_sanitize_string(s::LaTeXString)
+        s = replace(s, r"\\?\#" => "\\#")
+        s = replace(s, r"\\?\%" => "\\%")
+        return LaTeXString(s)
+    end
+end
+function pgfx_sanitize_plot!(plt)
+        for (key, value) in plt.attr
+            if value isa Union{AbstractString, AbstractVector{<:AbstractString}}
+                plt.attr[key] = pgfx_sanitize_string.(value)
+            end
+        end
+        for subplot in plt.subplots
+            for (key, value) in subplot.attr
+                if key == :annotations && subplot.attr[:annotations] !== nothing
+                    old_ann = subplot.attr[key]
+                    for i in eachindex(old_ann)
+                        subplot.attr[key][i] = (old_ann[i][1], old_ann[i][2], pgfx_sanitize_string(old_ann[i][3]))
+                    end
+                elseif value isa Union{AbstractString, AbstractVector{<:AbstractString}}
+                    subplot.attr[key] = pgfx_sanitize_string.(value)
+                end
+            end
+        end
+        for series in plt.series_list
+            for (key, value) in series.plotattributes
+                if key == :series_annotations && series.plotattributes[:series_annotations] !== nothing
+                    old_ann = series.plotattributes[key].strs
+                    for i in eachindex(old_ann)
+                        series.plotattributes[key].strs[i] = pgfx_sanitize_string(old_ann[i])
+                    end
+                elseif value isa Union{AbstractString, AbstractVector{<:AbstractString}}
+                    series.plotattributes[key] = pgfx_sanitize_string.(value)
+                end
+            end
+        end
+        ##
+end
 # --------------------------------------------------------------------------------------
 function pgfx_axis!(opt::PGFPlotsX.Options, sp::Subplot, letter)
     axis = sp[Symbol(letter, :axis)]
@@ -872,16 +1033,31 @@ function pgfx_axis!(opt::PGFPlotsX.Options, sp::Subplot, letter)
         "scaled $(letter) ticks" => "false",
         string(letter, :label) => axis[:guide],
     )
+    tick_color = plot_color(axis[:foreground_color_axis])
+    push!(opt,
+        "$(letter) tick style" => PGFPlotsX.Options(
+            "color" => color(tick_color),
+            "opacity" => alpha(tick_color),
+        ),
+    )
+    tick_label_color = plot_color(axis[:tickfontcolor])
+    push!(opt,
+        "$(letter) tick label style" => PGFPlotsX.Options(
+            "color" => color(tick_color),
+            "opacity" => alpha(tick_color),
+            "rotate" => axis[:rotation]
+        ),
+    )
 
     # set to supported framestyle
     framestyle = pgfx_framestyle(sp[:framestyle] == false ? :none : sp[:framestyle])
 
     # axis label position
     labelpos = ""
-    if letter == :x && axis[:guide_position] == :top
-        labelpos = "at={(0.5,1)},above,"
-    elseif letter == :y && axis[:guide_position] == :right
-        labelpos = "at={(1,0.5)},below,"
+    if letter == :x
+        labelpos = pgfx_get_xguide_pos(axis[:guide_position])
+    elseif letter == :y
+        labelpos = pgfx_get_yguide_pos(axis[:guide_position])
     end
 
     # Add label font
@@ -912,6 +1088,8 @@ function pgfx_axis!(opt::PGFPlotsX.Options, sp::Subplot, letter)
     # ticks on or off
     if axis[:ticks] in (nothing, false, :none) || framestyle == :none
         push!(opt, "$(letter)majorticks" => "false")
+    elseif framestyle in (:grid, :zerolines)
+        push!(opt, "$letter tick style" => PGFPlotsX.Options("draw" => "none"))
     end
 
     # grid on or off
@@ -927,6 +1105,7 @@ function pgfx_axis!(opt::PGFPlotsX.Options, sp::Subplot, letter)
     push!(opt, string(letter, :min) => lims[1], string(letter, :max) => lims[2])
 
     if !(axis[:ticks] in (nothing, false, :none, :native)) && framestyle != :none
+        # ticks
         ticks = get_ticks(sp, axis)
         #pgf plot ignores ticks with angle below 90 when xmin = 90 so shift values
         tick_values =
@@ -971,17 +1150,8 @@ function pgfx_axis!(opt::PGFPlotsX.Options, sp::Subplot, letter)
             string(letter, "tick align") =>
                 (axis[:tick_direction] == :out ? "outside" : "inside"),
         )
-        cstr = plot_color(axis[:tickfontcolor])
-        α = alpha(cstr)
         push!(
-            opt,
-            string(letter, "ticklabel style") => PGFPlotsX.Options(
-                "font" =>
-                    pgfx_font(axis[:tickfontsize], pgfx_thickness_scaling(sp)),
-                "color" => cstr,
-                "draw opacity" => α,
-                "rotate" => axis[:tickfontrotation],
-            ),
+            opt, string(letter, "ticklabel style") => pgfx_get_ticklabel_style(sp, axis)
         )
         push!(
             opt,
@@ -992,6 +1162,37 @@ function pgfx_axis!(opt::PGFPlotsX.Options, sp::Subplot, letter)
                 axis[:gridstyle],
             ),
         )
+
+        # minor ticks
+        # NOTE: PGFPlots would provide "minor x ticks num", but this only places minor ticks
+        #       between major ticks and not outside first and last tick to the axis limits.
+        #       Hence, we hack around with extra ticks. Unfortunately this conflicts with
+        #       `:zerolines` framestyle hack. So minor ticks are not working with
+        #       `:zerolines`.
+        minor_ticks = get_minor_ticks(sp, axis, ticks)
+        if minor_ticks !== nothing
+            minor_ticks =
+                ispolar(sp) && letter == :x ? [rad2deg.(minor_ticks)[3:end]..., 360, 405] :
+                minor_ticks
+            push!(
+                opt,
+                string("extra ", letter, " ticks") => string("{", join(minor_ticks, ","), "}"),
+            )
+            push!(opt, string("extra ", letter, " tick labels") => "")
+            push!(
+                opt,
+                string("extra ", letter, " tick style") => PGFPlotsX.Options(
+                    "grid" => axis[:minorgrid] ? "major" : "none",
+                    string(letter, " grid style") => pgfx_linestyle(
+                        pgfx_thickness_scaling(sp) * axis[:minorgridlinewidth],
+                        axis[:foreground_color_minor_grid],
+                        axis[:minorgridalpha],
+                        axis[:minorgridstyle],
+                    ),
+                    "major tick length" => typeof(axis[:minorticks]) <: Integer && axis[:minorticks] > 1 || axis[:minorticks] ? "0.1cm" : "0"
+                ),
+            )
+        end
     end
 
     # framestyle
@@ -1013,7 +1214,7 @@ function pgfx_axis!(opt::PGFPlotsX.Options, sp::Subplot, letter)
             opt,
             string("extra ", letter, " tick style") => PGFPlotsX.Options(
                 "grid" => "major",
-                "major grid style" => pgfx_linestyle(
+                string(letter, " grid style") => pgfx_linestyle(
                     pgfx_thickness_scaling(sp),
                     axis[:foreground_color_border],
                     1.0,
@@ -1038,17 +1239,18 @@ function pgfx_axis!(opt::PGFPlotsX.Options, sp::Subplot, letter)
         )
     end
 end
+
 # --------------------------------------------------------------------------------------
 # display calls this and then _display, its called 3 times for plot(1:5)
 # Set the (left, top, right, bottom) minimum padding around the plot area
 # to fit ticks, tick labels, guides, colorbars, etc.
 function _update_min_padding!(sp::Subplot{PGFPlotsXBackend})
-    # TODO: make padding more intelligent
-    # TODO: how to include margins properly?
-    # sp.minpad = (50mm + sp[:left_margin],
-    #              0mm + sp[:top_margin],
-    #              50mm + sp[:right_margin],
-    #              0mm + sp[:bottom_margin])
+    leg = sp[:legend]
+    if leg in (:best, :outertopright, :outerright, :outerbottomright) || (leg isa Tuple && leg[1] >= 1)
+        sp.minpad = (0mm, 0mm, 5mm, 0mm)
+    else
+        sp.minpad = (0mm, 0mm, 0mm, 0mm)
+    end
 end
 
 function _create_backend_figure(plt::Plot{PGFPlotsXBackend})

src/backends/plotly.jl

@@ -3,13 +3,11 @@
 
 is_subplot_supported(::PlotlyBackend) = true
 # is_string_supported(::PlotlyBackend) = true
-const _plotly_framestyles = [:box, :axes, :zerolines, :grid, :none]
-const _plotly_framestyle_defaults = Dict(:semi => :box, :origin => :zerolines)
 function _plotly_framestyle(style::Symbol)
-    if style in _plotly_framestyles
+    if style in (:box, :axes, :zerolines, :grid, :none)
         return style
     else
-        default_style = get(_plotly_framestyle_defaults, style, :axes)
+        default_style = get((semi = :box, origin = :zerolines), style, :axes)
         @warn("Framestyle :$style is not supported by Plotly and PlotlyJS. :$default_style was cosen instead.")
         default_style
     end
@@ -17,31 +15,11 @@ end
 
 
 # --------------------------------------------------------------------------------------
-const plotly_remote_file_path = "https://cdn.plot.ly/plotly-latest.min.js"
 
-
-# if isatom()
-#     import Atom
-#     Atom.@msg evaljs(_js_code)
-# end
 using UUIDs
 
 # ----------------------------------------------------------------
 
-const _plotly_legend_pos = KW(
-    :right => [1., 0.5],
-    :left => [0., 0.5],
-    :top => [0.5, 1.],
-    :bottom => [0.5, 0.],
-    :bottomleft => [0., 0.],
-    :bottomright => [1., 0.],
-    :topright => [1., 1.],
-    :topleft => [0., 1.]
-)
-
-plotly_legend_pos(pos::Symbol) = get(_plotly_legend_pos, pos, [1.,1.])
-plotly_legend_pos(v::Tuple{S,T}) where {S<:Real, T<:Real} = v
-
 function plotly_font(font::Font, color = font.color)
     KW(
         :family => font.family,
@@ -162,7 +140,7 @@ function plotly_axis(plt::Plot, axis::Axis, sp::Subplot)
 
     if letter in (:x,:y)
         ax[:domain] = plotly_domain(sp, letter)
-        if is3d(sp)
+        if RecipesPipeline.is3d(sp)
             # don't link 3d axes for synchronized interactivity
             x_idx = y_idx = sp[:subplot_index]
         else
@@ -176,7 +154,7 @@ function plotly_axis(plt::Plot, axis::Axis, sp::Subplot)
     lims = axis_limits(sp, letter)
 
     if axis[:ticks] != :native || axis[:lims] != :auto
-        ax[:range] = map(scalefunc(axis[:scale]), lims)
+        ax[:range] = map(RecipesPipeline.scale_func(axis[:scale]), lims)
     end
 
     if !(axis[:ticks] in (nothing, :none, false))
@@ -245,7 +223,7 @@ function plotly_layout(plt::Plot)
         # but vertically just below the top of the subplot bounding box
         if sp[:title] != ""
             bb = plotarea(sp)
-            tpos = sp[:title_location]
+            tpos = sp[:titlelocation]
             xmm = if tpos == :left
                 left(bb)
             elseif tpos == :right
@@ -263,8 +241,8 @@ function plotly_layout(plt::Plot)
         # set to supported framestyle
         sp[:framestyle] = _plotly_framestyle(sp[:framestyle])
 
-        # if any(is3d, seriesargs)
-        if is3d(sp)
+        # 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(
@@ -291,18 +269,7 @@ function plotly_layout(plt::Plot)
         end
 
         # legend
-        plotattributes_out[:showlegend] = sp[:legend] != :none
-        xpos,ypos = plotly_legend_pos(sp[:legend])
-        if sp[:legend] != :none
-            plotattributes_out[:legend] = KW(
-                :bgcolor  => rgba_string(sp[:background_color_legend]),
-                :bordercolor => rgba_string(sp[:foreground_color_legend]),
-                :font     => plotly_font(legendfont(sp)),
-                :tracegroupgap => 0,
-                :x => xpos,
-                :y => ypos
-            )
-        end
+        plotly_add_legend!(plotattributes_out, sp)
 
         # annotations
         for ann in sp[:annotations]
@@ -342,38 +309,109 @@ function plotly_layout(plt::Plot)
         plotattributes_out[:hovermode] = "none"
     end
 
-    plotattributes_out
+    plotattributes_out = recursive_merge(plotattributes_out, plt.attr[:extra_plot_kwargs])
 end
 
+
+function plotly_add_legend!(plotattributes_out::KW, sp::Subplot)
+    plotattributes_out[:showlegend] = sp[:legend] != :none
+    legend_position = plotly_legend_pos(sp[:legend])
+    if sp[:legend] != :none
+        plotattributes_out[:legend] = KW(
+            :bgcolor  => rgba_string(sp[:background_color_legend]),
+            :bordercolor => rgba_string(sp[:foreground_color_legend]),
+            :borderwidth => 1,
+            :traceorder => "normal",
+            :xanchor => legend_position.xanchor,
+            :yanchor => legend_position.yanchor,
+            :font     => plotly_font(legendfont(sp)),
+            :tracegroupgap => 0,
+            :x => legend_position.coords[1],
+            :y => legend_position.coords[2]
+        )
+    end
+end
+
+function plotly_legend_pos(pos::Symbol)
+    xleft = 0.07
+    ybot = 0.07
+    ytop = 1.0
+    xcenter = 0.55
+    ycenter = 0.52    
+    center = 0.5
+    youtertop = 1.1
+    youterbot = -0.15
+    xouterright = 1.05
+    xouterleft = -0.15
+    plotly_legend_position_mapping = (
+        right       = (coords = [1.0, ycenter], xanchor = "right", yanchor = "middle"),
+        left        = (coords = [xleft, ycenter], xanchor = "left",  yanchor = "middle"),
+        top         = (coords = [xcenter, ytop], xanchor = "center",  yanchor = "top"),
+        bottom      = (coords = [xcenter, ybot], xanchor = "center",  yanchor = "bottom"),
+        bottomleft  = (coords = [xleft, ybot], xanchor = "left",  yanchor = "bottom"),
+        bottomright = (coords = [1.0, ybot], xanchor = "right", yanchor = "bottom"),
+        topright    = (coords = [1.0, 1.0], xanchor = "right", yanchor = "top"),
+        topleft     = (coords = [xleft, 1.0], xanchor = "left",  yanchor = "top"),
+        outertop =(coords = [center, youtertop ], xanchor = "upper",  yanchor = "middle"), 
+        outerbottom =(coords = [center, youterbot], xanchor = "lower",  yanchor = "middle"), 
+        outerleft =(coords = [xouterleft, center], xanchor = "left",  yanchor = "top"), 
+        outerright =(coords = [xouterright, center], xanchor = "right",  yanchor = "top"),
+        outertopleft =(coords = [xouterleft, ytop], xanchor = "upper",  yanchor = "left"),
+        outertopright = (coords = [xouterright, ytop], xanchor = "upper",  yanchor = "right"),
+        outerbottomleft =(coords = [xouterleft, ybot], xanchor = "lower",  yanchor = "left"),
+        outerbottomright =(coords = [xouterright, ybot], xanchor = "lower",  yanchor = "right"),
+        default = (coords = [1.0, 1.0], xanchor = "auto",  yanchor = "auto")
+    )
+
+    legend_position = get(plotly_legend_position_mapping, pos, plotly_legend_position_mapping.default)
+end
+
+plotly_legend_pos(v::Tuple{S,T}) where {S<:Real, T<:Real} = (coords=v, xanchor="left", yanchor="top")
+
+
 function plotly_layout_json(plt::Plot)
     JSON.json(plotly_layout(plt), 4)
 end
 
 
-function plotly_colorscale(grad::ColorGradient, α)
-    [[grad.values[i], rgba_string(plot_color(grad.colors[i], α))] for i in eachindex(grad.colors)]
-end
-plotly_colorscale(c::Colorant,α) = plotly_colorscale(_as_gradient(c),α)
-function plotly_colorscale(c::AbstractVector{<:RGBA}, α)
+plotly_colorscale(cg::ColorGradient, α = nothing) =
+    [[v, rgba_string(plot_color(cg.colors[v], α))] for v in cg.values]
+function plotly_colorscale(c::AbstractVector{<:Colorant}, α = nothing)
     if length(c) == 1
-        return [[0.0, rgba_string(plot_color(c[1], α))], [1.0, rgba_string(plot_color(c[1], α))]]
+        return [
+            [0.0, rgba_string(plot_color(c[1], α))],
+            [1.0, rgba_string(plot_color(c[1], α))],
+        ]
     else
-        vals = range(0.0, stop=1.0, length=length(c))
+        vals = range(0.0, stop = 1.0, length = length(c))
         return [[vals[i], rgba_string(plot_color(c[i], α))] for i in eachindex(c)]
     end
 end
-# plotly_colorscale(c, alpha = nothing) = plotly_colorscale(cgrad(), alpha)
+function plotly_colorscale(cg::PlotUtils.CategoricalColorGradient, α = nothing)
+    n = length(cg)
+    cinds = repeat(1:n, inner = 2)
+    vinds = vcat((i:(i + 1) for i in 1:n)...)
+    return [
+        [cg.values[vinds[i]], rgba_string(plot_color(color_list(cg)[cinds[i]], α))]
+        for i in eachindex(cinds)
+    ]
+end
+plotly_colorscale(c, α = nothing) = plotly_colorscale(_as_gradient(c), α)
 
 
-const _plotly_markers = KW(
-    :rect       => "square",
-    :xcross     => "x",
-    :x          => "x",
-    :utriangle  => "triangle-up",
-    :dtriangle  => "triangle-down",
-    :star5      => "star-triangle-up",
-    :vline      => "line-ns",
-    :hline      => "line-ew",
+get_plotly_marker(k, def) = get(
+    (
+        rect = "square",
+        xcross = "x",
+        x = "x",
+        utriangle = "triangle-up",
+        dtriangle = "triangle-down",
+        star5 = "star-triangle-up",
+        vline = "line-ns",
+        hline = "line-ew",
+    ),
+    k,
+    def,
 )
 
 # find indicies of axes to which the supblot links to
@@ -535,12 +573,6 @@ function plotly_series(plt::Plot, series::Series)
             plotattributes_out[:showscale] = hascolorbar(sp)
         end
 
-    elseif st == :pie
-        plotattributes_out[:type] = "pie"
-        plotattributes_out[:labels] = pie_labels(sp, series)
-        plotattributes_out[:values] = y
-        plotattributes_out[:hoverinfo] = "label+percent+name"
-
     else
         @warn("Plotly: seriestype $st isn't supported.")
         return KW()
@@ -550,7 +582,7 @@ function plotly_series(plt::Plot, series::Series)
     if hasmarker
         inds = eachindex(x)
         plotattributes_out[:marker] = KW(
-            :symbol => get(_plotly_markers, series[:markershape], string(series[:markershape])),
+            :symbol => get_plotly_marker(series[:markershape], string(series[:markershape])),
             # :opacity => series[:markeralpha],
             :size => 2 * _cycle(series[:markersize], inds),
             :color => rgba_string.(plot_color.(get_markercolor.(series, inds), get_markeralpha.(series, inds))),
@@ -670,7 +702,7 @@ function plotly_series_segments(series::Series, plotattributes_base::KW, x, y, z
         # add "marker"
         if hasmarker
             plotattributes_out[:marker] = KW(
-                :symbol => get(_plotly_markers, _cycle(series[:markershape], i), string(_cycle(series[:markershape], i))),
+                :symbol => get_plotly_marker(_cycle(series[:markershape], i), string(_cycle(series[:markershape], i))),
                 # :opacity => series[:markeralpha],
                 :size => 2 * _cycle(series[:markersize], i),
                 :color => rgba_string(plot_color(get_markercolor(series, clims, i), get_markeralpha(series, i))),
@@ -748,11 +780,11 @@ function plotly_colorbar_hack(series::Series, plotattributes_base::KW, sym::Symb
     plotattributes_out = deepcopy(plotattributes_base)
     cmin, cmax = get_clims(series[:subplot])
     plotattributes_out[:showlegend] = false
-    plotattributes_out[:type] = is3d(series) ? :scatter3d : :scatter
+    plotattributes_out[:type] = RecipesPipeline.is3d(series) ? :scatter3d : :scatter
     plotattributes_out[:hoverinfo] = :none
     plotattributes_out[:mode] = :markers
     plotattributes_out[:x], plotattributes_out[:y] = [series[:x][1]], [series[:y][1]]
-    if is3d(series)
+    if RecipesPipeline.is3d(series)
         plotattributes_out[:z] = [series[:z][1]]
     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)
@@ -808,8 +840,14 @@ html_body(plt::Plot{PlotlyBackend}) = plotly_html_body(plt)
 const ijulia_initialized = Ref(false)
 
 function plotly_html_head(plt::Plot)
-    local_file = ("file://" * plotly_local_file_path)
-    plotly = use_local_dependencies[] ? local_file : plotly_remote_file_path
+    local_file = ("file:///" * plotly_local_file_path)
+    plotly =
+        use_local_dependencies[] ? local_file : "https://cdn.plot.ly/plotly-1.54.2.min.js"
+
+    include_mathjax = get(plt[:extra_plot_kwargs], :include_mathjax, "")
+    mathjax_file = include_mathjax != "cdn" ? ("file://" * include_mathjax) : "https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.7/MathJax.js?config=TeX-MML-AM_CHTML"
+    mathjax_head = include_mathjax == "" ? "" : "<script src=\"$mathjax_file\"></script>\n\t\t"
+
     if isijulia() && !ijulia_initialized[]
         # using requirejs seems to be key to load a js depency in IJulia!
         # https://requirejs.org/docs/start.html
@@ -823,7 +861,7 @@ function plotly_html_head(plt::Plot)
         """)
         ijulia_initialized[] = true
     end
-    return "<script src=$(repr(plotly))></script>"
+    return "$mathjax_head<script src=$(repr(plotly))></script>"
 end
 
 function plotly_html_body(plt, style = nothing)

src/backends/plotlyjs.jl

@@ -19,14 +19,12 @@ end
 
 # ------------------------------------------------------------------------------
 
-const _plotlyjs_mimeformats = Dict(
+for (mime, fmt) in (
     "application/pdf" => "pdf",
     "image/png"       => "png",
     "image/svg+xml"   => "svg",
     "image/eps"       => "eps",
 )
-
-for (mime, fmt) in _plotlyjs_mimeformats
     @eval _show(io::IO, ::MIME{Symbol($mime)}, plt::Plot{PlotlyJSBackend}) = PlotlyJS.savefig(io, plotlyjs_syncplot(plt), format = $fmt)
 end
 
@@ -40,11 +38,9 @@ _show(io::IO, ::MIME"text/html", plt::Plot{PlotlyJSBackend}) = write(io, standal
 
 _display(plt::Plot{PlotlyJSBackend}) = display(plotlyjs_syncplot(plt))
 
-@require WebIO = "0f1e0344-ec1d-5b48-a673-e5cf874b6c29" begin
-    function WebIO.render(plt::Plot{PlotlyJSBackend})
-        prepare_output(plt)
-        WebIO.render(plt.o)
-    end
+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))
 end
 
 function closeall(::PlotlyJSBackend)

src/backends/pyplot.jl

@@ -1,6 +1,3 @@
-# Do "using PyPlot: PyCall, LaTeXStrings" without dependency warning:
-const PyCall = PyPlot.PyCall
-const LaTeXStrings = PyPlot.LaTeXStrings
 
 # https://github.com/stevengj/PyPlot.jl
 
@@ -16,6 +13,7 @@ append!(Base.Multimedia.displays, otherdisplays)
 pycolors = PyPlot.pyimport("matplotlib.colors")
 pypath = PyPlot.pyimport("matplotlib.path")
 mplot3d = PyPlot.pyimport("mpl_toolkits.mplot3d")
+axes_grid1 = PyPlot.pyimport("mpl_toolkits.axes_grid1")
 pypatches = PyPlot.pyimport("matplotlib.patches")
 pyfont = PyPlot.pyimport("matplotlib.font_manager")
 pyticker = PyPlot.pyimport("matplotlib.ticker")
@@ -35,7 +33,7 @@ else
 end
 
 # PyCall API changes in v1.90.0
-if !isdefined(PyCall, :_setproperty!)
+if !isdefined(PyPlot.PyCall, :_setproperty!)
     @warn "Plots no longer supports PyCall < 1.90.0 and PyPlot < 2.8.0. Either update PyCall and PyPlot or pin Plots to a version <= 0.23.2."
 end
 
@@ -64,16 +62,23 @@ end
 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)
-py_color(grad::ColorGradient) = py_color(grad.colors)
+py_color(grad::PlotUtils.AbstractColorList) = py_color(color_list(grad))
 py_color(c::Colorant, α) = py_color(plot_color(c, α))
 
-function py_colormap(grad::ColorGradient)
-    pyvals = [(z, py_color(grad[z])) for z in grad.values]
+function py_colormap(cg::ColorGradient)
+    pyvals = collect(zip(cg.values, py_color(PlotUtils.color_list(cg))))
     cm = pycolors."LinearSegmentedColormap"."from_list"("tmp", pyvals)
     cm."set_bad"(color=(0,0,0,0.0), alpha=0.0)
     cm
 end
-py_colormap(c::Colorant) = py_colormap(_as_gradient(c))
+function py_colormap(cg::PlotUtils.CategoricalColorGradient)
+    r = range(0, stop = 1, length = 256)
+    pyvals = collect(zip(r, py_color(cg[r])))
+    cm = pycolors."LinearSegmentedColormap"."from_list"("tmp", pyvals)
+    cm."set_bad"(color=(0,0,0,0.0), alpha=0.0)
+    cm
+end
+py_colormap(c) = py_colormap(_as_gradient(c))
 
 
 function py_shading(c, z)
@@ -105,32 +110,6 @@ function py_marker(marker::Shape)
     pypath."Path"(mat)
 end
 
-const _path_MOVETO = UInt8(1)
-const _path_LINETO = UInt8(2)
-const _path_CLOSEPOLY = UInt8(79)
-
-# # see http://matplotlib.org/users/path_tutorial.html
-# # and http://matplotlib.org/api/path_api.html#matplotlib.path.Path
-# function py_path(x, y)
-#     n = length(x)
-#     mat = zeros(n+1, 2)
-#     codes = zeros(UInt8, n+1)
-#     lastnan = true
-#     for i=1:n
-#         mat[i,1] = x[i]
-#         mat[i,2] = y[i]
-#         nan = !ok(x[i], y[i])
-#         codes[i] = if nan && i>1
-#             _path_CLOSEPOLY
-#         else
-#             lastnan ? _path_MOVETO : _path_LINETO
-#         end
-#         lastnan = nan
-#     end
-#     codes[n+1] = _path_CLOSEPOLY
-#     pypath["Path"](mat, codes)
-# end
-
 # get the marker shape
 function py_marker(marker::Symbol)
     marker == :none && return " "
@@ -197,19 +176,19 @@ end
 
 function labelfunc(scale::Symbol, backend::PyPlotBackend)
     if scale == :log10
-        x -> LaTeXStrings.latexstring("10^{$x}")
+        x -> PyPlot.LaTeXStrings.latexstring("10^{$x}")
     elseif scale == :log2
-        x -> LaTeXStrings.latexstring("2^{$x}")
+        x -> PyPlot.LaTeXStrings.latexstring("2^{$x}")
     elseif scale == :ln
-        x -> LaTeXStrings.latexstring("e^{$x}")
+        x -> PyPlot.LaTeXStrings.latexstring("e^{$x}")
     else
-        string
+        x -> PyPlot.LaTeXStrings.latexstring(convert_sci_unicode(x))
     end
 end
 
 function py_mask_nans(z)
     # pynp["ma"][:masked_invalid](z)))
-    PyCall.pycall(pynp."ma"."masked_invalid", Any, z)
+    PyPlot.PyCall.pycall(pynp."ma"."masked_invalid", Any, z)
     # pynp["ma"][:masked_where](pynp["isnan"](z),z)
 end
 
@@ -229,11 +208,6 @@ function fix_xy_lengths!(plt::Plot{PyPlotBackend}, series::Series)
     end
 end
 
-py_linecolor(series::Series)          = py_color(series[:linecolor])
-py_markercolor(series::Series)        = py_color(series[:markercolor])
-py_markerstrokecolor(series::Series)  = py_color(series[:markerstrokecolor])
-py_fillcolor(series::Series)          = py_color(series[:fillcolor])
-
 py_linecolormap(series::Series)       = py_colormap(series[:linecolor])
 py_markercolormap(series::Series)     = py_colormap(series[:markercolor])
 py_fillcolormap(series::Series)       = py_colormap(series[:fillcolor])
@@ -448,7 +422,7 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
             #         :norm => pycolors["Normalize"](; extrakw...)
             #     )
             #     lz = _cycle(series[:line_z], 1:n)
-            #     handle = if is3d(st)
+            #     handle = if RecipesPipeline.is3d(st)
             #         line_segments = [[(x[j], y[j], z[j]) for j in rng] for rng in segments]
             #         lc = pyart3d["Line3DCollection"](line_segments; kw...)
             #         lc[:set_array](lz)
@@ -463,22 +437,23 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
             #     end
             #     push!(handles, handle)
             # else
-                for (i, rng) in enumerate(iter_segments(series))
-                    handle = ax."plot"((arg[rng] for arg in xyargs)...;
-                        label = i == 1 ? series[:label] : "",
-                        zorder = series[:series_plotindex],
-                        color = py_color(single_color(get_linecolor(series, clims, i)), get_linealpha(series, i)),
-                        linewidth = py_thickness_scale(plt, get_linewidth(series, i)),
-                        linestyle = py_linestyle(st, get_linestyle(series, i)),
-                        solid_capstyle = "round",
-                        drawstyle = py_stepstyle(st)
-                    )[1]
-                    push!(handles, handle)
-                end
+            for (i, rng) in enumerate(iter_segments(series))
+                handle = ax."plot"((arg[rng] for arg in xyargs)...;
+                                   label = i == 1 ? series[:label] : "",
+                                   zorder = series[:series_plotindex],
+                                   color = py_color(single_color(get_linecolor(series, clims, i)), get_linealpha(series, i)),
+                                   linewidth = py_thickness_scale(plt, get_linewidth(series, i)),
+                                   linestyle = py_linestyle(st, get_linestyle(series, i)),
+                                   solid_capstyle = "butt",
+                                   dash_capstyle = "butt",
+                                   drawstyle = py_stepstyle(st)
+                                   )[1]
+                push!(handles, handle)
+            end
             # end
 
             a = series[:arrow]
-            if a !== nothing && !is3d(st)  # TODO: handle 3d later
+            if a !== nothing && !RecipesPipeline.is3d(st)  # TODO: handle 3d later
                 if typeof(a) != Arrow
                     @warn("Unexpected type for arrow: $(typeof(a))")
                 else
@@ -486,8 +461,8 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
                         :arrowstyle => "simple,head_length=$(a.headlength),head_width=$(a.headwidth)",
                         :shrinkA => 0,
                         :shrinkB => 0,
-                        :edgecolor => py_linecolor(series),
-                        :facecolor => py_linecolor(series),
+                        :edgecolor => py_color(get_linecolor(series)),
+                        :facecolor => py_color(get_linecolor(series)),
                         :linewidth => py_thickness_scale(plt, get_linewidth(series)),
                         :linestyle => py_linestyle(st, get_linestyle(series)),
                     )
@@ -533,16 +508,19 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
             handle = []
             x,y = xyargs
             shapes = series[:markershape]
-            msc = py_markerstrokecolor(series)
+            msc = py_color(get_markerstrokecolor(series), get_markerstrokealpha(series))
             lw = py_thickness_scale(plt, series[:markerstrokewidth])
             for i=eachindex(y)
-                extrakw[:c] = _cycle(markercolor, i)
+                if series[:marker_z] !== nothing
+                    extrakw[:c] = [py_color(get_markercolor(series, i), get_markercoloralpha(series, i))]
+                end
 
                 push!(handle, ax."scatter"(_cycle(x,i), _cycle(y,i);
                     label = series[:label],
                     zorder = series[:series_plotindex] + 0.5,
                     marker = py_marker(_cycle(shapes,i)),
-                    s =  py_thickness_scale(plt, _cycle(series[:markersize],i) .^ 2),
+                    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...
@@ -572,7 +550,7 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
                   push!(cur_y_list, _cycle(y,i))
 
                   push!(cur_color_list, _cycle(markercolor, i))
-                  push!(cur_scale_list, py_thickness_scale(plt, _cycle(series[:markersize],i) .^ 2))
+                  push!(cur_scale_list, py_thickness_scale(plt, _cycle(series[:markersize],i)).^ 2)
 
                   continue
                 end
@@ -582,7 +560,7 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
                   zorder = series[:series_plotindex] + 0.5,
                   marker = prev_marker,
                   s = cur_scale_list,
-                  edgecolors = py_markerstrokecolor(series),
+                  edgecolors = py_color(get_markerstrokecolor(series), get_markerstrokealpha(series)),
                   linewidths = py_thickness_scale(plt, series[:markerstrokewidth]),
                   facecolors = cur_color_list,
                   extrakw...
@@ -592,7 +570,7 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
                 cur_y_list = [_cycle(y,i)]
 
                 cur_color_list = [_cycle(markercolor, i)]
-                cur_scale_list = [py_thickness_scale(plt, _cycle(series[:markersize],i) .^ 2)]
+                cur_scale_list = [py_thickness_scale(plt, _cycle(series[:markersize],i)) .^ 2]
 
                 prev_marker = cur_marker
             end
@@ -603,7 +581,7 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
                 zorder = series[:series_plotindex] + 0.5,
                 marker = prev_marker,
                 s = cur_scale_list,
-                edgecolors = py_markerstrokecolor(series),
+                edgecolors = py_color(get_markerstrokecolor(series), get_markerstrokealpha(series)),
                 linewidths = py_thickness_scale(plt, series[:markerstrokewidth]),
                 facecolors = cur_color_list,
                 extrakw...
@@ -613,12 +591,18 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
             push!(handles, handle)
         else
             # do a normal scatter plot
+
+            # Add depthshade option for 3d plots
+            if RecipesPipeline.is3d(sp)
+                extrakw[:depthshade] = get(series[:extra_kwargs], :depthshade, false)
+            end
+
             handle = ax."scatter"(xyargs...;
                 label = series[:label],
                 zorder = series[:series_plotindex] + 0.5,
                 marker = py_marker(series[:markershape]),
-                s = py_thickness_scale(plt, series[:markersize] .^ 2),
-                edgecolors = py_markerstrokecolor(series),
+                s = py_thickness_scale(plt, series[:markersize]) .^2,
+                edgecolors = py_color(get_markerstrokecolor(series), get_markerstrokealpha(series)),
                 linewidths = py_thickness_scale(plt, series[:markerstrokewidth]),
                 extrakw...
             )
@@ -627,14 +611,16 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
     end
 
     if st == :hexbin
-        handle = ax."hexbin"(x, y;
+        handle = ax."hexbin"(x, y,
             label = series[:label],
-            zorder = series[:series_plotindex],
-            gridsize = series[:bins],
+            C = series[:weights],
+            gridsize = series[:bins]==:auto ? 100 : series[:bins],  # 100 is the default value
             linewidths = py_thickness_scale(plt, series[:linewidth]),
-            edgecolors = py_linecolor(series),
+            edgecolors = py_color(get_linecolor(series)),
+            alpha = series[:fillalpha],
             cmap = py_fillcolormap(series),  # applies to the pcolorfast object
-            extrakw...
+            zorder = series[:series_plotindex],
+            # extrakw...  # We are not supporting clims for hexbin as calculation of bins is not trivial
         )
         push!(handles, handle)
     end
@@ -667,7 +653,7 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
             extrakw...
         )
         if series[:contour_labels] == true
-            PyPlot."clabel"(handle, handle.levels)
+            ax."clabel"(handle, handle.levels)
         end
         push!(handles, handle)
 
@@ -676,6 +662,7 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
             handle = ax."contourf"(x, y, z, levelargs...;
                 label = series[:label],
                 zorder = series[:series_plotindex] + 0.5,
+                alpha = series[:fillalpha],
                 extrakw...
             )
             push!(handles, handle)
@@ -705,7 +692,7 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
                 rstride = series[:stride][1],
                 cstride = series[:stride][2],
                 linewidth = py_thickness_scale(plt, series[:linewidth]),
-                edgecolor = py_linecolor(series),
+                edgecolor = py_color(get_linecolor(series)),
                 extrakw...
             )
             push!(handles, handle)
@@ -731,7 +718,7 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
                 zorder = series[:series_plotindex],
                 cmap = py_fillcolormap(series),
                 linewidth = py_thickness_scale(plt, series[:linewidth]),
-                edgecolor = py_linecolor(series),
+                edgecolor = py_color(get_linecolor(series)),
                 extrakw...
             )
             push!(handles, handle)
@@ -753,7 +740,7 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
         end
         handle = ax."imshow"(z;
             zorder = series[:series_plotindex],
-            cmap = py_colormap(cgrad([:black, :white])),
+            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)
@@ -808,21 +795,6 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
         push!(handles, handle)
     end
 
-    if st == :pie
-        handle = ax."pie"(y;
-            # colors = # a vector of colors?
-            labels = pie_labels(sp, series)
-        )[1]
-        push!(handles, handle)
-
-        # # expand extrema... get list of Wedge objects
-        # for wedge in handle
-        #     path = wedge[:get_path]()
-        #     for
-        lim = 1.1
-        expand_extrema!(sp, -lim, lim, -lim, lim)
-    end
-
     series[:serieshandle] = handles
 
     # # smoothing
@@ -939,7 +911,7 @@ function py_set_axis_colors(sp, ax, a::Axis)
         spine."set_color"(py_color(a[:foreground_color_border]))
     end
     axissym = Symbol(a[:letter], :axis)
-    if PyCall.hasproperty(ax, axissym)
+    if PyPlot.PyCall.hasproperty(ax, axissym)
         tickcolor = sp[:framestyle] in (:zerolines, :grid) ? py_color(plot_color(a[:foreground_color_grid], a[:gridalpha])) : py_color(a[:foreground_color_axis])
         ax."tick_params"(axis=string(a[:letter]), which="both",
                          colors=tickcolor,
@@ -989,7 +961,7 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
 
         # title
         if sp[:title] != ""
-            loc = lowercase(string(sp[:title_location]))
+            loc = lowercase(string(sp[:titlelocation]))
             func = if loc == "left"
                 :_left_title
             elseif loc == "right"
@@ -1034,12 +1006,53 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
             end
             kw[:spacing] = "proportional"
 
-            # create and store the colorbar object (handle) and the axis that it is drawn on.
-            # note: the colorbar axis is positioned independently from the subplot axis
             fig = plt.o
-            cbax = fig."add_axes"([0.8,0.1,0.03,0.8], label = string(gensym()))
-            cb = fig."colorbar"(handle; cax = cbax, kw...)
+
+            if RecipesPipeline.is3d(sp)
+                cbax = fig."add_axes"([0.9, 0.1, 0.03, 0.8])
+                cb = fig."colorbar"(handle; cax=cbax, kw...)
+            else
+                # divider approach works only with 2d plots
+                divider = axes_grid1.make_axes_locatable(ax)
+                # width = axes_grid1.axes_size.AxesY(ax, aspect=1.0 / 3.5)
+                # pad = axes_grid1.axes_size.Fraction(0.5, width)  # Colorbar is spaced 0.5 of its size away from the ax
+                # cbax = divider.append_axes("right", size=width, pad=pad)   # This approach does not work well in subplots
+                colorbar_position = "right"
+                colorbar_pad = "2.5%"
+                colorbar_orientation="vertical"
+
+                if sp[:colorbar] == :left
+                    colorbar_position = string(sp[:colorbar])
+                    colorbar_pad = "5%"
+                elseif sp[:colorbar] == :top
+                    colorbar_position = string(sp[:colorbar])
+                    colorbar_pad = "2.5%"
+                    colorbar_orientation="horizontal"
+                elseif sp[:colorbar] == :bottom
+                    colorbar_position = string(sp[:colorbar])
+                    colorbar_pad = "5%"
+                    colorbar_orientation="horizontal"
+                end
+
+                cbax = divider.append_axes(colorbar_position, size="5%", pad=colorbar_pad)  # Reasonable value works most of the usecases
+                cb = fig."colorbar"(handle; cax=cbax, orientation = colorbar_orientation, kw...)
+
+                if sp[:colorbar] == :left
+                    cbax.yaxis.set_ticks_position("left")
+                elseif sp[:colorbar] == :top
+                    cbax.xaxis.set_ticks_position("top")
+                elseif sp[:colorbar] == :bottom
+                    cbax.xaxis.set_ticks_position("bottom")
+                end
+
+            end
+
             cb."set_label"(sp[:colorbar_title],size=py_thickness_scale(plt, sp[:yaxis][:guidefontsize]),family=sp[:yaxis][:guidefontfamily], color = py_color(sp[:yaxis][:guidefontcolor]))
+
+            # 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])
@@ -1050,7 +1063,7 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
         end
 
         # framestyle
-        if !ispolar(sp) && !is3d(sp)
+        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))
             if sp[:framestyle] == :semi
@@ -1080,7 +1093,7 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
         # axis attributes
         for letter in (:x, :y, :z)
             axissym = Symbol(letter, :axis)
-            PyCall.hasproperty(ax, axissym) || continue
+            PyPlot.PyCall.hasproperty(ax, axissym) || continue
             axis = sp[axissym]
             pyaxis = getproperty(ax, axissym)
             if axis[:mirror] && letter != :z
@@ -1103,13 +1116,27 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
                 ticks[2][ticks[1] .== 0] .= ""
             end
             axis[:ticks] != :native ? py_set_ticks(ax, ticks, letter) : nothing
-            pyaxis."set_tick_params"(direction = axis[:tick_direction] == :out ? "out" : "in")
+
+            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))
+
             getproperty(ax, Symbol("set_", letter, "label"))(axis[:guide])
             if get(axis.plotattributes, :flip, false)
                 getproperty(ax, Symbol("invert_", letter, "axis"))()
             end
             pyaxis."label"."set_fontsize"(py_thickness_scale(plt, axis[:guidefontsize]))
             pyaxis."label"."set_family"(axis[:guidefontfamily])
+
+            if (RecipesPipeline.is3d(sp))
+                pyaxis."set_rotate_label"(false)
+            end
+
+            if (letter == :y && !RecipesPipeline.is3d(sp))
+                pyaxis."label"."set_rotation"(axis[:guidefontrotation] + 90)
+            else
+                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])
@@ -1126,6 +1153,35 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
             else
                 pyaxis."grid"(false)
             end
+            #
+
+            if axis[:minorticks] > 1
+                pyaxis."set_minor_locator"(PyPlot.matplotlib.ticker.AutoMinorLocator(axis[:minorticks]))
+                pyaxis."set_tick_params"(
+                    which = "minor",
+                    direction = axis[:tick_direction] == :out ? "out" : "in",
+                    width=py_thickness_scale(plt, intensity))
+            end
+
+            if axis[:minorgrid]
+                if !(axis[:minorticks] > 1)  # Check if ticks were already configured
+                    ax."minorticks_on"()
+                end
+                pyaxis."set_tick_params"(
+                    which = "minor",
+                    direction = axis[:tick_direction] == :out ? "out" : "in",
+                    width=py_thickness_scale(plt, intensity))
+
+                pyaxis."grid"(true,
+                    which = "minor",
+                    color = fgcolor,
+                    linestyle = py_linestyle(:line, axis[:minorgridstyle]),
+                    linewidth = py_thickness_scale(plt, axis[:minorgridlinewidth]),
+                    alpha = axis[:minorgridalpha])
+            end
+
+
+
             py_set_axis_colors(sp, ax, axis)
         end
 
@@ -1161,7 +1217,7 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
         end
 
         #camera/view angle
-        if is3d(sp)
+        if RecipesPipeline.is3d(sp)
             #convert azimuthal to match GR behaviour
             #view_init(elevation, azimuthal) so reverse :camera args
             ax."view_init"((sp[:camera].-(90,0))[end:-1:1]...)
@@ -1208,7 +1264,7 @@ function _update_min_padding!(sp::Subplot{PyPlotBackend})
     # optionally add the width of colorbar labels and colorbar to rightpad
     if haskey(sp.attr, :cbar_ax)
         bb = py_bbox(sp.attr[:cbar_handle]."ax"."get_yticklabels"())
-        sp.attr[:cbar_width] = _cbar_width + width(bb) + 2.3mm + (sp[:colorbar_title] == "" ? 0px : 30px)
+        sp.attr[:cbar_width] = width(bb) + (sp[:colorbar_title] == "" ? 0px : 30px)
         rightpad = rightpad + sp.attr[:cbar_width]
     end
 
@@ -1249,43 +1305,44 @@ end
 
 # -----------------------------------------------------------------
 
-const _pyplot_legend_pos = KW(
-    :right => "right",
-    :left => "center left",
-    :top => "upper center",
-    :bottom => "lower center",
-    :bottomleft => "lower left",
-    :bottomright => "lower right",
-    :topright => "upper right",
-    :topleft => "upper left"
-  )
-
-const _pyplot_legend_pos_outer = KW(
-    :outerright => "center left",
-    :outerleft => "right",
-    :outertop => "lower center",
-    :outerbottom => "upper center",
-    :outerbottomleft => "lower right",
-    :outerbottomright => "lower left",
-    :outertopright => "upper left",
-    :outertopleft => "upper right"
+py_legend_pos(pos::Symbol) = get(
+    (
+        right = "right",
+        left = "center left",
+        top = "upper center",
+        bottom = "lower center",
+        bottomleft = "lower left",
+        bottomright = "lower right",
+        topright = "upper right",
+        topleft = "upper left",
+        outerright = "center left",
+        outerleft = "right",
+        outertop = "lower center",
+        outerbottom = "upper center",
+        outerbottomleft = "lower right",
+        outerbottomright = "lower left",
+        outertopright = "upper left",
+        outertopleft = "upper right",
+    ),
+    pos,
+    "best",
 )
-
-py_legend_pos(pos::Symbol) = get(_pyplot_legend_pos, pos, get(_pyplot_legend_pos_outer, pos, "best"))
 py_legend_pos(pos) = "lower left"
 
-const _pyplot_legend_bbox_outer = KW(
-    :outerright => (1.0, 0.5, 0.0, 0.0),
-    :outerleft => (-0.15, 0.5, 0.0, 0.0),
-    :outertop => (0.5, 1.0, 0.0, 0.0),
-    :outerbottom => (0.5, -0.15, 0.0, 0.0),
-    :outerbottomleft => (-0.15, 0.0, 0.0, 0.0),
-    :outerbottomright => (1.0, 0.0, 0.0, 0.0),
-    :outertopright => (1.0, 1.0, 0.0, 0.0),
-    :outertopleft => (-0.15, 1.0, 0.0, 0.0)
+py_legend_bbox(pos::Symbol) = get(
+    (
+        outerright = (1.0, 0.5, 0.0, 0.0),
+        outerleft = (-0.15, 0.5, 0.0, 0.0),
+        outertop = (0.5, 1.0, 0.0, 0.0),
+        outerbottom = (0.5, -0.15, 0.0, 0.0),
+        outerbottomleft = (-0.15, 0.0, 0.0, 0.0),
+        outerbottomright = (1.0, 0.0, 0.0, 0.0),
+        outertopright = (1.0, 1.0, 0.0, 0.0),
+        outertopleft = (-0.15, 1.0, 0.0, 0.0),
+    ),
+    pos,
+    (0.0, 0.0, 1.0, 1.0),
 )
-
-py_legend_bbox(pos::Symbol) = get(_pyplot_legend_bbox_outer, pos, (0.0, 0.0, 1.0, 1.0))
 py_legend_bbox(pos) = pos
 
 function py_add_legend(plt::Plot, sp::Subplot, ax)
@@ -1298,25 +1355,33 @@ function py_add_legend(plt::Plot, sp::Subplot, ax)
             if should_add_to_legend(series)
                 clims = get_clims(sp, series)
                 # add a line/marker and a label
-                push!(handles, if series[:seriestype] == :shape || series[:fillrange] !== nothing
-                    pypatches."Patch"(
-                        edgecolor = py_color(single_color(get_linecolor(series, clims)), get_linealpha(series)),
-                        facecolor = py_color(single_color(get_fillcolor(series, clims)), get_fillalpha(series)),
-                        linewidth = py_thickness_scale(plt, clamp(get_linewidth(series), 0, 5)),
-                        linestyle = py_linestyle(series[:seriestype], get_linestyle(series))
-                    )
-                elseif series[:seriestype] in (:path, :straightline, :scatter)
-                    PyPlot.plt."Line2D"((0,1),(0,0),
-                        color = py_color(single_color(get_linecolor(series, clims)), get_linealpha(series)),
-                        linewidth = py_thickness_scale(plt, clamp(get_linewidth(series), 0, 5)),
-                        linestyle = py_linestyle(:path, get_linestyle(series)),
-                        marker = py_marker(first(series[:markershape])),
-                        markeredgecolor = py_color(single_color(get_markerstrokecolor(series)), get_markerstrokealpha(series)),
-                        markerfacecolor = py_color(single_color(get_markercolor(series, clims)), get_markeralpha(series))
-                    )
-                else
-                    series[:serieshandle][1]
-                end)
+                push!(handles,
+                    if series[:seriestype] == :shape || series[:fillrange] !== nothing
+                        pypatches."Patch"(
+                            edgecolor = py_color(single_color(get_linecolor(series, clims)), get_linealpha(series)),
+                            facecolor = py_color(single_color(get_fillcolor(series, clims)), get_fillalpha(series)),
+                            linewidth = py_thickness_scale(plt, clamp(get_linewidth(series), 0, 5)),
+                            linestyle = py_linestyle(series[:seriestype], get_linestyle(series)),
+                            capstyle = "butt"
+                        )
+                    elseif series[:seriestype] in (:path, :straightline, :scatter, :steppre, :steppost)
+                        hasline = get_linewidth(series) > 0
+                        PyPlot.plt."Line2D"((0, 1),(0,0),
+                            color = py_color(single_color(get_linecolor(series, clims)), get_linealpha(series)),
+                            linewidth = py_thickness_scale(plt, hasline * sp[:legendfontsize] / 8),
+                            linestyle = py_linestyle(:path, get_linestyle(series)),
+                            solid_capstyle = "butt", solid_joinstyle = "miter",
+                            dash_capstyle = "butt", dash_joinstyle = "miter",
+                            marker = py_marker(_cycle(series[:markershape], 1)),
+                            markersize = py_thickness_scale(plt, 0.8 * sp[:legendfontsize]),
+                            markeredgecolor = py_color(single_color(get_markerstrokecolor(series)), get_markerstrokealpha(series)),
+                            markerfacecolor = py_color(single_color(get_markercolor(series, clims)), get_markeralpha(series)),
+                            markeredgewidth = py_thickness_scale(plt, 0.8 * get_markerstrokewidth(series) * sp[:legendfontsize] / first(series[:markersize]))   # retain the markersize/markerstroke ratio from the markers on the plot
+                        )
+                    else
+                        series[:serieshandle][1]
+                    end
+                )
                 push!(labels, series[:label])
             end
         end
@@ -1332,6 +1397,8 @@ function py_add_legend(plt::Plot, sp::Subplot, ax)
                 facecolor = py_color(sp[:background_color_legend]),
                 edgecolor = py_color(sp[:foreground_color_legend]),
                 framealpha = alpha(plot_color(sp[:background_color_legend])),
+                fancybox = false,  # makes the legend box square
+                borderpad=0.8      # to match GR legendbox
             )
             frame = leg."get_frame"()
             frame."set_linewidth"(py_thickness_scale(plt, 1))
@@ -1362,13 +1429,10 @@ function _update_plot_object(plt::Plot{PyPlotBackend})
         pcts = bbox_to_pcts(sp.plotarea, figw, figh)
         ax."set_position"(pcts)
 
-        # set the cbar position if there is one
-        if haskey(sp.attr, :cbar_ax)
+        if haskey(sp.attr, :cbar_ax) && RecipesPipeline.is3d(sp)   # 2D plots are completely handled by axis dividers
             cbw = sp.attr[:cbar_width]
             # this is the bounding box of just the colors of the colorbar (not labels)
-            ex = sp[:zaxis][:extrema]
-            has_toplabel = !(1e-7 < max(abs(ex.emax), abs(ex.emin)) < 1e7)
-            cb_bbox = BoundingBox(right(sp.bbox)-cbw+1mm, top(sp.bbox) +  (has_toplabel ? 4mm : 2mm), _cbar_width-1mm, height(sp.bbox) - (has_toplabel ? 6mm : 4mm))
+            cb_bbox = BoundingBox(right(sp.bbox)-cbw - 2mm, top(sp.bbox) + 2mm, _cbar_width-1mm, height(sp.bbox) -  4mm)
             pcts = bbox_to_pcts(cb_bbox, figw, figh)
             sp.attr[:cbar_ax]."set_position"(pcts)
         end
@@ -1382,8 +1446,7 @@ end
 _display(plt::Plot{PyPlotBackend}) = plt.o."show"()
 
 
-
-const _pyplot_mimeformats = Dict(
+for (mime, fmt) in (
     "application/eps"         => "eps",
     "image/eps"               => "eps",
     "application/pdf"         => "pdf",
@@ -1392,9 +1455,6 @@ const _pyplot_mimeformats = Dict(
     "image/svg+xml"           => "svg",
     "application/x-tex"       => "pgf"
 )
-
-
-for (mime, fmt) in _pyplot_mimeformats
     @eval function _show(io::IO, ::MIME{Symbol($mime)}, plt::Plot{PyPlotBackend})
         fig = plt.o
         fig."canvas"."print_figure"(

src/backends/unicodeplots.jl

@@ -3,19 +3,17 @@
 
 
 # don't warn on unsupported... there's just too many warnings!!
-warnOnUnsupported_args(::UnicodePlotsBackend, plotattributes::KW) = nothing
+warn_on_unsupported_args(::UnicodePlotsBackend, plotattributes::KW) = nothing
 
 # --------------------------------------------------------------------------------------
 
-const _canvas_type = Ref(:auto)
-
 function _canvas_map()
-    KW(
-        :braille => UnicodePlots.BrailleCanvas,
-        :ascii => UnicodePlots.AsciiCanvas,
-        :block => UnicodePlots.BlockCanvas,
-        :dot => UnicodePlots.DotCanvas,
-        :density => UnicodePlots.DensityCanvas,
+    (
+        braille = UnicodePlots.BrailleCanvas,
+        ascii = UnicodePlots.AsciiCanvas,
+        block = UnicodePlots.BlockCanvas,
+        dot = UnicodePlots.DotCanvas,
+        density = UnicodePlots.DensityCanvas,
     )
 end
 
@@ -126,7 +124,7 @@ function addUnicodeSeries!(o, plotattributes, addlegend::Bool, xlim, ylim)
     color = plotattributes[:linecolor] in UnicodePlots.color_cycle ? plotattributes[:linecolor] : :auto
 
     # add the series
-    x, y = Plots.unzip(collect(Base.Iterators.filter(xy->isfinite(xy[1])&&isfinite(xy[2]), zip(x,y))))
+    x, y = RecipesPipeline.unzip(collect(Base.Iterators.filter(xy->isfinite(xy[1])&&isfinite(xy[2]), zip(x,y))))
     func(o, x, y; color = color, name = label)
 end
 

src/components.jl

@@ -29,7 +29,7 @@ end
 
 Construct a polygon to be plotted
 """
-Shape(verts::AVec) = Shape(unzip(verts)...)
+Shape(verts::AVec) = Shape(RecipesPipeline.unzip(verts)...)
 Shape(s::Shape) = deepcopy(s)
 
 get_xs(shape::Shape) = shape.x
@@ -358,9 +358,15 @@ end
 Scales all **current** font sizes by `factor`. For example `scalefontsizes(1.1)` increases all current font sizes by 10%. To reset to initial sizes, use `scalefontsizes()`
 """
 function scalefontsizes(factor::Number)
-    for k in (:titlefontsize, :guidefontsize, :tickfontsize, :legendfontsize)
+    for k in (:titlefontsize, :legendfontsize, :legendtitlefontsize)
         scalefontsize(k, factor)
     end
+
+    for letter in (:x,:y,:z)
+        for k in (:guidefontsize, :tickfontsize)
+            scalefontsize(Symbol(letter, k), factor)
+        end
+    end
 end
 
 """
@@ -369,15 +375,27 @@ end
 Resets font sizes to initial default values.
 """
 function scalefontsizes()
-  for k in (:titlefontsize, :guidefontsize, :tickfontsize, :legendfontsize)
-      f = default(k)
-      if k in keys(_initial_fontsizes)
-        factor = f / _initial_fontsizes[k]
-        scalefontsize(k, 1.0/factor)
-      end
-  end
+    for k in (:titlefontsize, :legendfontsize, :legendtitlefontsize)
+        f = default(k)
+        if k in keys(_initial_fontsizes)
+            factor = f / _initial_fontsizes[k]
+            scalefontsize(k, 1.0/factor)
+        end
+    end
+
+    for letter in (:x,:y,:z)
+        for k in (:guidefontsize, :tickfontsize)
+            if k in keys(_initial_fontsizes)
+                f = default(Symbol(letter, k))
+                factor = f / _initial_fontsizes[k]
+                scalefontsize(Symbol(letter, k), 1.0/factor)
+            end
+        end
+    end
 end
 
+resetfontsizes() = scalefontsizes()
+
 "Wrap a string with font info"
 struct PlotText
   str::AbstractString
@@ -594,7 +612,9 @@ function process_annotation(sp::Subplot, xs, ys, labs, font = font())
     xlength = length(methods(length, (typeof(xs),))) == 0 ? 1 : length(xs)
     ylength = length(methods(length, (typeof(ys),))) == 0 ? 1 : length(ys)
     for i in 1:max(xlength, ylength, length(labs))
-        x, y, lab = _cycle(xs, i), _cycle(ys, i), _cycle(labs, i)
+      x, y, lab = _cycle(xs, i), _cycle(ys, i), _cycle(labs, i)
+        x = typeof(x) <: TimeType ? Dates.value(x) : x
+        y = typeof(y) <: TimeType ? Dates.value(y) : y
         if lab == :auto
             alphabet = "abcdefghijklmnopqrstuvwxyz"
             push!(anns, (x, y, text(string("(", alphabet[sp[:subplot_index]], ")"), font)))
@@ -650,23 +670,6 @@ end
 
 # -----------------------------------------------------------------------
 
-abstract type AbstractSurface end
-
-"represents a contour or surface mesh"
-struct Surface{M<:AMat} <: AbstractSurface
-  surf::M
-end
-
-Surface(f::Function, x, y) = Surface(Float64[f(xi,yi) for yi in y, xi in x])
-
-Base.Array(surf::Surface) = surf.surf
-
-for f in (:length, :size)
-  @eval Base.$f(surf::Surface, args...) = $f(surf.surf, args...)
-end
-Base.copy(surf::Surface) = Surface(copy(surf.surf))
-Base.eltype(surf::Surface{T}) where {T} = eltype(T)
-
 function expand_extrema!(a::Axis, surf::Surface)
     ex = a[:extrema]
     for vi in surf.surf
@@ -686,28 +689,7 @@ end
 # # I don't want to clash with ValidatedNumerics, but this would be nice:
 # ..(a::T, b::T) = (a,b)
 
-struct Volume{T}
-    v::Array{T,3}
-    x_extents::Tuple{T,T}
-    y_extents::Tuple{T,T}
-    z_extents::Tuple{T,T}
-end
 
-default_extents(::Type{T}) where {T} = (zero(T), one(T))
-
-function Volume(v::Array{T,3},
-                x_extents = default_extents(T),
-                y_extents = default_extents(T),
-                z_extents = default_extents(T)) where T
-    Volume(v, x_extents, y_extents, z_extents)
-end
-
-Base.Array(vol::Volume) = vol.v
-for f in (:length, :size)
-  @eval Base.$f(vol::Volume, args...) = $f(vol.v, args...)
-end
-Base.copy(vol::Volume{T}) where {T} = Volume{T}(copy(vol.v), vol.x_extents, vol.y_extents, vol.z_extents)
-Base.eltype(vol::Volume{T}) where {T} = T
 
 # -----------------------------------------------------------------------
 
@@ -771,14 +753,6 @@ function add_arrows(func::Function, x::AVec, y::AVec)
     end
 end
 
-# -----------------------------------------------------------------------
-
-"Represents data values with formatting that should apply to the tick labels."
-struct Formatted{T}
-    data::T
-    formatter::Function
-end
-
 # -----------------------------------------------------------------------
 "create a BezierCurve for plotting"
 mutable struct BezierCurve{T <: GeometryTypes.Point}
@@ -796,7 +770,7 @@ end
 
 @deprecate curve_points coords
 
-coords(curve::BezierCurve, n::Integer = 30; range = [0,1]) = map(curve, Base.range(range..., length=n))
+coords(curve::BezierCurve, n::Integer = 30; range = [0,1]) = map(curve, Base.range(first(range), stop=last(range), length=n))
 
 # build a BezierCurve which leaves point p vertically upwards and arrives point q vertically upwards.
 # may create a loop if necessary.  Assumes the view is [0,1]

src/examples.jl

@@ -74,7 +74,7 @@ const _examples = PlotExample[
                         rand(11, 4),
                         lab = "lines",
                         w = 3,
-                        palette = :grays,
+                        palette = cgrad(:grays),
                         fill = 0,
                         α = 0.6,
                     )
@@ -322,7 +322,7 @@ const _examples = PlotExample[
                     plot(
                         Plots.fakedata(100, 10),
                         layout = 4,
-                        palette = [:grays :blues :heat :lightrainbow],
+                        palette = cgrad.([:grays :blues :heat :lightrainbow]),
                         bg_inside = [:orange :pink :darkblue :black],
                     )
                 end
@@ -586,7 +586,7 @@ const _examples = PlotExample[
                         rand(100, 6),
                         layout = @layout([a b; c]),
                         title = ["A" "B" "C"],
-                        title_location = :left,
+                        titlelocation = :left,
                         left_margin = [20mm 0mm],
                         bottom_margin = 10px,
                         xrotation = 60,
@@ -875,24 +875,147 @@ const _examples = PlotExample[
             end,
         ],
     ),
+    PlotExample(
+        "Array Types",
+        "Plots supports different `Array` types that follow the `AbstractArray` interface, like `StaticArrays` and `OffsetArrays.`",
+        [
+            quote
+                begin
+                    using StaticArrays, OffsetArrays
+                    sv = SVector{10}(rand(10))
+                    ov = OffsetVector(rand(10), -2)
+                    plot([sv, ov], label = ["StaticArray" "OffsetArray"])
+                end
+            end,
+        ],
+    ),
+    PlotExample(
+        "Setting defaults and font arguments",
+        "",
+        [
+            quote
+                begin
+                    using Plots
+                    default(
+                        titlefont = (20, "times"),
+                        legendfontsize = 18,
+                        guidefont = (18, :darkgreen),
+                        tickfont = (12, :orange),
+                        guide = "x",
+                        framestyle = :zerolines,
+                        yminorgrid = true
+                    )
+                    plot(
+                        [sin, cos],
+                        -2π,
+                        2π,
+                        label = ["sin(θ)" "cos(θ)"],
+                        title = "Trigonometric Functions",
+                        xlabel = "θ",
+                        linewidth = 2,
+                        legend = :outertopleft,
+                    )
+                end
+            end,
+        ],
+    ),
+    PlotExample(
+        "Heatmap with DateTime axis",
+        "",
+        [
+            quote
+                begin
+                    using Dates
+                    z = rand(5, 5)
+                    x = DateTime.(2016:2020)
+                    y = 1:5
+                    heatmap(x, y, z)
+                end
+            end,
+        ],
+    ),
+    PlotExample(
+        "Linked axes",
+        "",
+        [
+            quote
+                begin
+                    x = -5:0.1:5
+                    plot(plot(x, x->x^2), plot(x, x->sin(x)), layout = 2, link = :y)
+                end
+            end,
+        ],
+    ),
+    PlotExample(
+        "Error bars and array type recipes",
+        "",
+        [
+            quote
+                begin
+                    struct Measurement <: Number
+                        val::Float64
+                        err::Float64
+                    end
+                    value(m::Measurement) = m.val
+                    uncertainty(m::Measurement) = m.err
+
+                    @recipe function f(::Type{T}, m::T) where T <: AbstractArray{<:Measurement}
+                        if !(get(plotattributes, :seriestype, :path) in [:contour, :contourf, :contour3d, :heatmap, :surface, :wireframe, :image])
+                            error_sym = Symbol(plotattributes[:letter], :error)
+                            plotattributes[error_sym] = uncertainty.(m)
+                        end
+                        value.(m)
+                    end
+
+                    x = Measurement.(10sort(rand(10)), rand(10))
+                    y = Measurement.(10sort(rand(10)), rand(10))
+                    z = Measurement.(10sort(rand(10)), rand(10))
+                    surf = Measurement.((1:10) .* (1:10)', rand(10,10))
+
+                    plot(
+                        scatter(x, [x y]),
+                        scatter(x, y, z),
+                        heatmap(x, y, surf),
+                        wireframe(x, y, surf),
+                        legend = :topleft
+                    )
+                end
+            end,
+        ],
+    ),
+    PlotExample(
+        "Tuples and `Point`s as data",
+        "",
+        [quote
+            using GeometryBasics
+            using Distributions
+            d = MvNormal([1.0 0.75; 0.75 2.0])
+            plot([(1,2),(3,2),(2,1),(2,3)])
+            scatter!(Point2.(eachcol(rand(d,1000))), alpha=0.25)
+        end]
+    ),
 ]
 
 # Some constants for PlotDocs and PlotReferenceImages
-_animation_examples = [2, 30]
+_animation_examples = [2, 31]
 _backend_skips = Dict(
     :gr => [25, 30],
-    :pyplot => [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],
-    :pgfplotsx => [ 6, # images
-                    10, # histogram2d
-                    20, # annotations due to missing sanitation
-                    22, # contourf
-                    23, # pie
-                    32, # spy
-                    38, # histogram2d
-                  ] )
+    :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
+    ],
+)
 
 
 

src/init.jl

@@ -3,7 +3,7 @@ using REPL
 
 function _plots_defaults()
     if isdefined(Main, :PLOTS_DEFAULTS)
-        Dict{Symbol,Any}(Main.PLOTS_DEFAULTS)
+        copy(Dict{Symbol,Any}(Main.PLOTS_DEFAULTS))
     else
         Dict{Symbol,Any}()
     end
@@ -13,11 +13,9 @@ end
 function __init__()
     user_defaults = _plots_defaults()
     if haskey(user_defaults, :theme)
-        theme(user_defaults[:theme])
-    end
-    for (k,v) in user_defaults
-        k == :theme || default(k, v)
+        theme(pop!(user_defaults, :theme))
     end
+    default(; user_defaults...)
 
     insert!(Base.Multimedia.displays, findlast(x -> x isa Base.TextDisplay || x isa REPL.REPLDisplay, Base.Multimedia.displays) + 1, PlotsDisplay())
 
@@ -31,49 +29,41 @@ function __init__()
     @require HDF5 = "f67ccb44-e63f-5c2f-98bd-6dc0ccc4ba2f" begin
         fn = joinpath(@__DIR__, "backends", "hdf5.jl")
         include(fn)
-        @require Revise = "295af30f-e4ad-537b-8983-00126c2a3abe" Revise.track(Plots, fn)
     end
 
     @require InspectDR = "d0351b0e-4b05-5898-87b3-e2a8edfddd1d" begin
         fn = joinpath(@__DIR__, "backends", "inspectdr.jl")
         include(fn)
-        @require Revise = "295af30f-e4ad-537b-8983-00126c2a3abe" Revise.track(Plots, fn)
     end
 
     @require PGFPlots = "3b7a836e-365b-5785-a47d-02c71176b4aa" begin
-        fn = joinpath(@__DIR__, "backends", "pgfplots.jl")
+        fn = joinpath(@__DIR__, "backends", "deprecated", "pgfplots.jl")
         include(fn)
-        @require Revise = "295af30f-e4ad-537b-8983-00126c2a3abe" Revise.track(Plots, fn)
     end
 
     @require ORCA = "47be7bcc-f1a6-5447-8b36-7eeeff7534fd" begin
         fn = joinpath(@__DIR__, "backends", "orca.jl")
         include(fn)
-        @require Revise = "295af30f-e4ad-537b-8983-00126c2a3abe" Revise.track(Plots, fn)
     end
 
     @require PGFPlotsX = "8314cec4-20b6-5062-9cdb-752b83310925" begin
         fn = joinpath(@__DIR__, "backends", "pgfplotsx.jl")
         include(fn)
-        @require Revise = "295af30f-e4ad-537b-8983-00126c2a3abe" Revise.track(Plots, fn)
     end
 
     @require PlotlyJS = "f0f68f2c-4968-5e81-91da-67840de0976a" begin
         fn = joinpath(@__DIR__, "backends", "plotlyjs.jl")
         include(fn)
-        @require Revise = "295af30f-e4ad-537b-8983-00126c2a3abe" Revise.track(Plots, fn)
     end
 
     @require PyPlot = "d330b81b-6aea-500a-939a-2ce795aea3ee" begin
         fn = joinpath(@__DIR__, "backends", "pyplot.jl")
         include(fn)
-        @require Revise = "295af30f-e4ad-537b-8983-00126c2a3abe" Revise.track(Plots, fn)
     end
 
     @require UnicodePlots = "b8865327-cd53-5732-bb35-84acbb429228" begin
         fn = joinpath(@__DIR__, "backends", "unicodeplots.jl")
         include(fn)
-        @require Revise = "295af30f-e4ad-537b-8983-00126c2a3abe" Revise.track(Plots, fn)
     end
 
     @require IJulia = "7073ff75-c697-5162-941a-fcdaad2a7d2a" begin

src/layouts.jl

@@ -345,10 +345,8 @@ 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 +405,10 @@ function update_child_bboxes!(layout::GridLayout, minimum_perimeter = [0mm,0mm,0
         # this is the minimum perimeter as decided by this child's parent, so that
         # all children on this border have the same value
         min_child_perimeter = [
-            c == 1  ? layout.minpad[1] : 0mm,
-            r == 1  ? layout.minpad[2] : 0mm,
-            c == nc ? layout.minpad[3] : 0mm,
-            r == nr ? layout.minpad[4] : 0mm
+            c == 1  ? layout.minpad[1] : pad_left[c],
+            r == 1  ? layout.minpad[2] : pad_top[r],
+            c == nc ? layout.minpad[3] : pad_right[c],
+            r == nr ? layout.minpad[4] : pad_bottom[r]
         ]
 
         # recursively update the child's children

src/output.jl

@@ -1,57 +1,62 @@
 
-
 defaultOutputFormat(plt::Plot) = "png"
 
 function png(plt::Plot, fn::AbstractString)
-  fn = addExtension(fn, "png")
-  io = open(fn, "w")
-  show(io, MIME("image/png"), plt)
-  close(io)
+    fn = addExtension(fn, "png")
+    io = open(fn, "w")
+    show(io, MIME("image/png"), plt)
+    close(io)
 end
 png(fn::AbstractString) = png(current(), fn)
 
 function svg(plt::Plot, fn::AbstractString)
-  fn = addExtension(fn, "svg")
-  io = open(fn, "w")
-  show(io, MIME("image/svg+xml"), plt)
-  close(io)
+    fn = addExtension(fn, "svg")
+    io = open(fn, "w")
+    show(io, MIME("image/svg+xml"), plt)
+    close(io)
 end
 svg(fn::AbstractString) = svg(current(), fn)
 
-
 function pdf(plt::Plot, fn::AbstractString)
-  fn = addExtension(fn, "pdf")
-  io = open(fn, "w")
-  show(io, MIME("application/pdf"), plt)
-  close(io)
+    fn = addExtension(fn, "pdf")
+    io = open(fn, "w")
+    show(io, MIME("application/pdf"), plt)
+    close(io)
 end
 pdf(fn::AbstractString) = pdf(current(), fn)
 
-
 function ps(plt::Plot, fn::AbstractString)
-  fn = addExtension(fn, "ps")
-  io = open(fn, "w")
-  show(io, MIME("application/postscript"), plt)
-  close(io)
+    fn = addExtension(fn, "ps")
+    io = open(fn, "w")
+    show(io, MIME("application/postscript"), plt)
+    close(io)
 end
 ps(fn::AbstractString) = ps(current(), fn)
 
 function eps(plt::Plot, fn::AbstractString)
-  fn = addExtension(fn, "eps")
-  io = open(fn, "w")
-  show(io, MIME("image/eps"), plt)
-  close(io)
+    fn = addExtension(fn, "eps")
+    io = open(fn, "w")
+    show(io, MIME("image/eps"), plt)
+    close(io)
 end
 eps(fn::AbstractString) = eps(current(), fn)
 
 function tex(plt::Plot, fn::AbstractString)
-  fn = addExtension(fn, "tex")
-  io = open(fn, "w")
-  show(io, MIME("application/x-tex"), plt)
-  close(io)
+    fn = addExtension(fn, "tex")
+    io = open(fn, "w")
+    show(io, MIME("application/x-tex"), plt)
+    close(io)
 end
 tex(fn::AbstractString) = tex(current(), fn)
 
+function json(plt::Plot, fn::AbstractString)
+    fn = addExtension(fn, "json")
+    io = open(fn, "w")
+    show(io, MIME("application/vnd.plotly.v1+json"), plt)
+    close(io)
+end
+json(fn::AbstractString) = json(current(), fn)
+
 function html(plt::Plot, fn::AbstractString)
     fn = addExtension(fn, "html")
     io = open(fn, "w")
@@ -61,47 +66,39 @@ end
 html(fn::AbstractString) = html(current(), fn)
 
 function txt(plt::Plot, fn::AbstractString)
-  fn = addExtension(fn, "txt")
-  io = open(fn, "w")
-  show(io, MIME("text/plain"), plt)
-  close(io)
+    fn = addExtension(fn, "txt")
+    io = open(fn, "w")
+    show(io, MIME("text/plain"), plt)
+    close(io)
 end
 txt(fn::AbstractString) = txt(current(), fn)
 
-# ----------------------------------------------------------------
 
+# ----------------------------------------------------------------
 
 const _savemap = Dict(
     "png" => png,
     "svg" => svg,
     "pdf" => pdf,
-    "ps"  => ps,
+    "ps" => ps,
     "eps" => eps,
     "tex" => tex,
+    "json" => json,
     "html" => html,
     "tikz" => tex,
     "txt" => txt,
-  )
+)
 
-function getExtension(fn::AbstractString)
-  pieces = split(fn, ".")
-  length(pieces) > 1 || error("Can't extract file extension: ", fn)
-  ext = pieces[end]
-  haskey(_savemap, ext) || error("Invalid file extension: ", fn)
-  ext
-end
+const _extension_map = Dict("tikz" => "tex")
 
 function addExtension(fn::AbstractString, ext::AbstractString)
-  try
-    oldext = getExtension(fn)
-    if oldext == ext
-      return fn
+    oldfn, oldext = splitext(fn)
+    oldext = chop(oldext, head = 1, tail = 0)
+    if get(_extension_map, oldext, oldext) == ext
+        return fn
     else
-      return "$fn.$ext"
+        return string(fn, ".", ext)
     end
-  catch
-    return "$fn.$ext"
-  end
 end
 
 """
@@ -112,27 +109,28 @@ type is inferred from the file extension. All backends support png and pdf
 file types, some also support svg, ps, eps, html and tex.
 """
 function savefig(plt::Plot, fn::AbstractString)
-  fn = abspath(expanduser(fn))
-  # get the extension
-  local ext
-  try
-    ext = getExtension(fn)
-  catch
-    # if we couldn't extract the extension, add the default
-    ext = defaultOutputFormat(plt)
-    fn = addExtension(fn, ext)
-  end
+    fn = abspath(expanduser(fn))
 
-  # save it
-  func = get(_savemap, ext) do
-    error("Unsupported extension $ext with filename ", fn)
-  end
-  func(plt, fn)
+    # get the extension
+    fn, ext = splitext(fn)
+    ext = chop(ext, head = 1, tail = 0)
+    if isempty(ext)
+        ext = defaultOutputFormat(plt)
+    end
+
+    # save it
+    if haskey(_savemap, ext)
+        func = _savemap[ext]
+        return func(plt, fn)
+    else
+        error("Invalid file extension: ", fn)
+    end
 end
 savefig(fn::AbstractString) = savefig(current(), fn)
 
 
 # ---------------------------------------------------------
+
 """
     gui([plot])
 
@@ -155,17 +153,13 @@ end
 _do_plot_show(plt, showval::Bool) = showval && gui(plt)
 function _do_plot_show(plt, showval::Symbol)
     showval == :gui && gui(plt)
-    showval in (:inline,:ijulia) && inline(plt)
+    showval in (:inline, :ijulia) && inline(plt)
 end
 
 # ---------------------------------------------------------
 
-const _best_html_output_type = KW(
-    :pyplot => :png,
-    :unicodeplots => :txt,
-    :plotlyjs => :html,
-    :plotly => :html
-)
+const _best_html_output_type =
+    KW(:pyplot => :png, :unicodeplots => :txt, :plotlyjs => :html, :plotly => :html)
 
 # a backup for html... passes to svg or png depending on the html_output_format arg
 function _show(io::IO, ::MIME"text/html", plt::Plot)
@@ -175,7 +169,12 @@ function _show(io::IO, ::MIME"text/html", plt::Plot)
     end
     if output_type == :png
         # @info("writing png to html output")
-        print(io, "<img src=\"data:image/png;base64,", base64encode(show, MIME("image/png"), plt), "\" />")
+        print(
+            io,
+            "<img src=\"data:image/png;base64,",
+            base64encode(show, MIME("image/png"), plt),
+            "\" />",
+        )
     elseif output_type == :svg
         # @info("writing svg to html output")
         show(io, MIME("image/svg+xml"), plt)
@@ -187,7 +186,7 @@ function _show(io::IO, ::MIME"text/html", plt::Plot)
 end
 
 # delegate showable to _show instead
-function Base.showable(m::M, plt::P) where {M<:MIME, P<:Plot}
+function Base.showable(m::M, plt::P) where {M <: MIME, P <: Plot}
     return hasmethod(_show, Tuple{IO, M, P})
 end
 
@@ -196,21 +195,31 @@ function _display(plt::Plot)
 end
 
 # for writing to io streams... first prepare, then callback
-for mime in ("text/plain", "text/html", "image/png", "image/eps", "image/svg+xml",
-             "application/eps", "application/pdf", "application/postscript",
-             "application/x-tex", "application/vnd.plotly.v1+json")
+for mime in (
+    "text/plain",
+    "text/html",
+    "image/png",
+    "image/eps",
+    "image/svg+xml",
+    "application/eps",
+    "application/pdf",
+    "application/postscript",
+    "application/x-tex",
+    "application/vnd.plotly.v1+json",
+)
     @eval function Base.show(io::IO, m::MIME{Symbol($mime)}, plt::Plot)
         if haskey(io, :juno_plotsize)
-          showjuno(io, m, plt)
+            showjuno(io, m, plt)
         else
-          prepare_output(plt)
-          _show(io, m, plt)
+            prepare_output(plt)
+            _show(io, m, plt)
         end
         return nothing
     end
 end
 
-Base.show(io::IO, m::MIME"application/prs.juno.plotpane+html", plt::Plot) = showjuno(io, MIME("text/html"), plt)
+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)
@@ -240,34 +249,26 @@ 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
+    plt[:dpi] = jratio * Plots.DPI
 
     prepare_output(plt)
     try
-      _showjuno(io, m, plt)
+        _showjuno(io, m, plt)
     finally
-      plt[:size] = sz
-      plt[:dpi] = dpi
-      plt[:thickness_scaling] = thickness_scaling
+        plt[:dpi] = dpi
     end
 end
 
 function _showjuno(io::IO, m::MIME"image/svg+xml", plt)
-  if Symbol(plt.attr[:html_output_format]) ≠ :svg
-    throw(MethodError(show, (typeof(m), typeof(plt))))
-  else
-    _show(io, m, plt)
-  end
+    if Symbol(plt.attr[:html_output_format]) ≠ :svg
+        throw(MethodError(show, (typeof(m), typeof(plt))))
+    else
+        _show(io, m, plt)
+    end
 end
 
 Base.showable(::MIME"application/prs.juno.plotpane+html", plt::Plot) = false

src/pipeline.jl

@@ -1,105 +1,74 @@
+# RecipesPipeline API
 
+## Warnings
 
-# ------------------------------------------------------------------
-# preprocessing
-
-function series_idx(kw_list::AVec{KW}, kw::AKW)
-    Int(kw[:series_plotindex]) - Int(kw_list[1][:series_plotindex]) + 1
-end
-
-function _expand_seriestype_array(plotattributes::AKW, args)
-    sts = get(plotattributes, :seriestype, :path)
-    if typeof(sts) <: AbstractArray
-        reset_kw!(plotattributes, :seriestype)
-        rd = Vector{RecipeData}(undef, size(sts, 1))
-        for r in axes(sts, 1)
-            dc = copy(plotattributes)
-            dc[:seriestype] = sts[r:r,:]
-            rd[r] = RecipeData(dc, args)
-        end
-        rd
-    else
-        RecipeData[RecipeData(copy(plotattributes), args)]
-    end
-end
-
-function _preprocess_args(plotattributes::AKW, args, still_to_process::Vector{RecipeData})
-    # the grouping mechanism is a recipe on a GroupBy object
-    # we simply add the GroupBy object to the front of the args list to allow
-    # the recipe to be applied
-    if haskey(plotattributes, :group)
-        args = (extractGroupArgs(plotattributes[:group], args...), args...)
-    end
-
-    # if we were passed a vector/matrix of seriestypes and there's more than one row,
-    # we want to duplicate the inputs, once for each seriestype row.
-    if !isempty(args)
-        append!(still_to_process, _expand_seriestype_array(plotattributes, args))
-    end
-
-    # remove subplot and axis args from plotattributes... they will be passed through in the kw_list
-    if !isempty(args)
-        for (k,v) in plotattributes
-            for defdict in (_subplot_defaults,
-                            _axis_defaults,
-                            _axis_defaults_byletter[:x],
-                            _axis_defaults_byletter[:y],
-                            _axis_defaults_byletter[:z])
-                if haskey(defdict, k)
-                    reset_kw!(plotattributes, k)
-                end
+function RecipesPipeline.warn_on_recipe_aliases!(
+    plt::Plot,
+    plotattributes,
+    recipe_type,
+    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`."
             end
+            plotattributes[dk] = RecipesPipeline.pop_kw!(plotattributes, k)
         end
     end
-
-    args
+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
 
-# ------------------------------------------------------------------
-# user recipes
+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)"
 
 
-function _process_userrecipes(plt::Plot, plotattributes::AKW, args)
-    still_to_process = RecipeData[]
-    args = _preprocess_args(plotattributes, args, still_to_process)
+## Grouping
 
-    # for plotting recipes, swap out the args and update the parameter dictionary
-    # we are keeping a stack of series that still need to be processed.
-    # each pass through the loop, we pop one off and apply the recipe.
-    # the recipe will return a list a Series objects... the ones that are
-    # finished (no more args) get added to the kw_list, the ones that are not
-    # are placed on top of the stack and are then processed further.
-    kw_list = KW[]
-    while !isempty(still_to_process)
-        # grab the first in line to be processed and either add it to the kw_list or
-        # pass it through apply_recipe to generate a list of RecipeData objects (data + attributes)
-        # for further processing.
-        next_series = popfirst!(still_to_process)
-        # recipedata should be of type RecipeData.  if it's not then the inputs must not have been fully processed by recipes
-        if !(typeof(next_series) <: RecipeData)
-            error("Inputs couldn't be processed... expected RecipeData but got: $next_series")
-        end
-        if isempty(next_series.args)
-            _process_userrecipe(plt, kw_list, next_series)
-        else
-            rd_list = RecipesBase.apply_recipe(next_series.plotattributes, next_series.args...)
-            prepend!(still_to_process,rd_list)
-        end
-    end
+RecipesPipeline.splittable_attribute(plt::Plot, key, val::SeriesAnnotations, len) =
+    RecipesPipeline.splittable_attribute(plt, key, val.strs, len)
 
-    # don't allow something else to handle it
-    plotattributes[:smooth] = false
-    kw_list
+function RecipesPipeline.split_attribute(plt::Plot, key, val::SeriesAnnotations, indices)
+    split_strs = _RecipesPipeline.split_attribute(key, val.strs, indices)
+    return SeriesAnnotations(split_strs, val.font, val.baseshape, val.scalefactor)
 end
 
-function _process_userrecipe(plt::Plot, kw_list::Vector{KW}, recipedata::RecipeData)
-    # when the arg tuple is empty, that means there's nothing left to recursively
-    # process... finish up and add to the kw_list
-    kw = recipedata.plotattributes
-    preprocessArgs!(kw)
+
+## Preprocessing attributes
+
+RecipesPipeline.preprocess_attributes!(plt::Plot, plotattributes) =
+    RecipesPipeline.preprocess_attributes!(plotattributes) # in src/args.jl
+
+RecipesPipeline.is_axis_attribute(plt::Plot, attr) = is_axis_attr_noletter(attr) # in src/args.jl
+
+RecipesPipeline.is_subplot_attribute(plt::Plot, attr) = is_subplot_attr(attr) # in src/args.jl
+
+
+## User recipes
+
+function RecipesPipeline.process_userrecipe!(plt::Plot, kw_list, kw)
     _preprocess_userrecipe(kw)
-    warnOnUnsupported_scales(plt.backend, kw)
-
+    warn_on_unsupported_scales(plt.backend, kw)
     # add the plot index
     plt.n += 1
     kw[:series_plotindex] = plt.n
@@ -113,18 +82,17 @@ end
 function _preprocess_userrecipe(kw::AKW)
     _add_markershape(kw)
 
-    # if there was a grouping, filter the data here
-    _filter_input_data!(kw)
-
     # map marker_z if it's a Function
     if isa(get(kw, :marker_z, nothing), Function)
         # TODO: should this take y and/or z as arguments?
-        kw[:marker_z] = isa(kw[:z], Nothing) ? map(kw[:marker_z], kw[:x], kw[:y]) : map(kw[:marker_z], kw[:x], kw[:y], kw[:z])
+        kw[:marker_z] = isa(kw[:z], Nothing) ? map(kw[:marker_z], kw[:x], kw[:y]) :
+            map(kw[:marker_z], kw[:x], kw[:y], kw[:z])
     end
 
     # map line_z if it's a Function
     if isa(get(kw, :line_z, nothing), Function)
-        kw[:line_z] = isa(kw[:z], Nothing) ? map(kw[:line_z], kw[:x], kw[:y]) : map(kw[:line_z], kw[:x], kw[:y], kw[:z])
+        kw[:line_z] = isa(kw[:z], Nothing) ? map(kw[:line_z], kw[:x], kw[:y]) :
+            map(kw[:line_z], kw[:x], kw[:y], kw[:z])
     end
 
     # convert a ribbon into a fillrange
@@ -137,7 +105,7 @@ end
 function _add_errorbar_kw(kw_list::Vector{KW}, kw::AKW)
     # handle error bars by creating new recipedata data... these will have
     # the same recipedata index as the recipedata they are copied from
-    for esym in (:xerror, :yerror)
+    for esym in (:xerror, :yerror, :zerror)
         if get(kw, esym, nothing) !== nothing
             # we make a copy of the KW and apply an errorbar recipe
             errkw = copy(kw)
@@ -156,58 +124,58 @@ function _add_smooth_kw(kw_list::Vector{KW}, kw::AKW)
         β, α = convert(Matrix{Float64}, [x ones(length(x))]) \ convert(Vector{Float64}, y)
         sx = [ignorenan_minimum(x), ignorenan_maximum(x)]
         sy = β .* sx .+ α
-        push!(kw_list, merge(copy(kw), KW(
-            :seriestype => :path,
-            :x => sx,
-            :y => sy,
-            :fillrange => nothing,
-            :label => "",
-            :primary => false,
-        )))
+        push!(
+            kw_list,
+            merge(
+                copy(kw),
+                KW(
+                    :seriestype => :path,
+                    :x => sx,
+                    :y => sy,
+                    :fillrange => nothing,
+                    :label => "",
+                    :primary => false,
+                ),
+            ),
+        )
     end
 end
 
-# ------------------------------------------------------------------
-# plot recipes
 
-# Grab the first in line to be processed and pass it through apply_recipe
-# to generate a list of RecipeData objects (data + attributes).
-# If we applied a "plot recipe" without error, then add the returned datalist's KWs,
-# otherwise we just add the original KW.
-function _process_plotrecipe(plt::Plot, kw::AKW, kw_list::Vector{KW}, still_to_process::Vector{KW})
-    if !isa(get(kw, :seriestype, nothing), Symbol)
-        # seriestype was never set, or it's not a Symbol, so it can't be a plot recipe
-        push!(kw_list, kw)
-        return
-    end
-    try
-        st = kw[:seriestype]
-        st = kw[:seriestype] = get(_typeAliases, st, st)
-        datalist = RecipesBase.apply_recipe(kw, Val{st}, plt)
-        for data in datalist
-            preprocessArgs!(data.plotattributes)
-            if data.plotattributes[:seriestype] == st
-                error("Plot recipe $st returned the same seriestype: $(data.plotattributes)")
-            end
-            push!(still_to_process, data.plotattributes)
-        end
-    catch err
-        if isa(err, MethodError)
-            push!(kw_list, kw)
-        else
-            rethrow()
+RecipesPipeline.get_axis_limits(plt::Plot, f, letter) = axis_limits(plt[1], letter)
+
+
+## Plot recipes
+
+RecipesPipeline.type_alias(plt::Plot) = get(_typeAliases, st, st)
+
+
+## Plot setup
+
+function RecipesPipeline.plot_setup!(plt::Plot, plotattributes, kw_list)
+    _plot_setup(plt, plotattributes, kw_list)
+    _subplot_setup(plt, plotattributes, kw_list)
+    return nothing
+end
+
+function RecipesPipeline.process_sliced_series_attributes!(plt::Plots.Plot, kw_list)
+    # swap errors
+    err_inds = findall(kw -> get(kw, :seriestype, :path) in (:xerror, :yerror, :zerror), kw_list)
+    for ind in err_inds
+        if get(kw_list[ind-1],:seriestype,:path) == :scatter
+            tmp = copy(kw_list[ind])
+            kw_list[ind] = copy(kw_list[ind-1])
+            kw_list[ind-1] = tmp
         end
     end
-    return
+    return nothing
 end
 
 
-# ------------------------------------------------------------------
-# setup plot and subplot
-
+# TODO: Should some of this logic be moved to RecipesPipeline?
 function _plot_setup(plt::Plot, plotattributes::AKW, kw_list::Vector{KW})
     # merge in anything meant for the Plot
-    for kw in kw_list, (k,v) in kw
+    for kw in kw_list, (k, v) in kw
         haskey(_plot_defaults, k) && (plotattributes[k] = pop!(kw, k))
     end
 
@@ -218,7 +186,7 @@ function _plot_setup(plt::Plot, plotattributes::AKW, kw_list::Vector{KW})
 
         # create the layout and subplots from the inputs
         plt.layout, plt.subplots, plt.spmap = build_layout(plt.attr)
-        for (idx,sp) in enumerate(plt.subplots)
+        for (idx, sp) in enumerate(plt.subplots)
             sp.plt = plt
             sp.attr[:subplot_index] = idx
         end
@@ -243,7 +211,7 @@ function _plot_setup(plt::Plot, plotattributes::AKW, kw_list::Vector{KW})
             else
                 parent = plt.layout
             end
-            sp = Subplot(backend(), parent=parent)
+            sp = Subplot(backend(), parent = parent)
             sp.plt = plt
             push!(plt.subplots, sp)
             push!(plt.inset_subplots, sp)
@@ -259,28 +227,34 @@ function _subplot_setup(plt::Plot, plotattributes::AKW, kw_list::Vector{KW})
     # Subplot/Axis attributes set by a user/series recipe apply only to the
     # Subplot object which they belong to.
     # TODO: allow matrices to still apply to all subplots
-    sp_attrs = Dict{Subplot,Any}()
+    sp_attrs = Dict{Subplot, Any}()
     for kw in kw_list
         # get the Subplot object to which the series belongs.
         sps = get(kw, :subplot, :auto)
-        sp = get_subplot(plt, _cycle(sps == :auto ? plt.subplots : plt.subplots[sps], series_idx(kw_list,kw)))
+        sp = get_subplot(
+            plt,
+            _cycle(
+                sps == :auto ? plt.subplots : plt.subplots[sps],
+                series_idx(kw_list, kw),
+            ),
+        )
         kw[:subplot] = sp
 
         # extract subplot/axis attributes from kw and add to sp_attr
         attr = KW()
-        for (k,v) in collect(kw)
+        for (k, v) in collect(kw)
             if is_subplot_attr(k) || is_axis_attr(k)
                 attr[k] = pop!(kw, k)
             end
             if is_axis_attr_noletter(k)
                 v = pop!(kw, k)
-                for letter in (:x,:y,:z)
-                    attr[Symbol(letter,k)] = v
+                for letter in (:x, :y, :z)
+                    attr[Symbol(letter, k)] = v
                 end
             end
-            for k in (:scale,), letter in (:x,:y,:z)
+            for k in (:scale,), letter in (:x, :y, :z)
                 # Series recipes may need access to this information
-                lk = Symbol(letter,k)
+                lk = Symbol(letter, k)
                 if haskey(attr, lk)
                     kw[lk] = attr[lk]
                 end
@@ -290,7 +264,7 @@ function _subplot_setup(plt::Plot, plotattributes::AKW, kw_list::Vector{KW})
     end
 
     # override subplot/axis args.  `sp_attrs` take precendence
-    for (idx,sp) in enumerate(plt.subplots)
+    for (idx, sp) in enumerate(plt.subplots)
         attr = if !haskey(plotattributes, :subplot) || plotattributes[:subplot] == idx
             merge(plotattributes, get(sp_attrs, sp, KW()))
         else
@@ -303,9 +277,35 @@ function _subplot_setup(plt::Plot, plotattributes::AKW, kw_list::Vector{KW})
     link_axes!(plt.layout, plt[:link])
 end
 
+function series_idx(kw_list::AVec{KW}, kw::AKW)
+    Int(kw[:series_plotindex]) - Int(kw_list[1][:series_plotindex]) + 1
+end
+
+
+## Series recipes
+
+function RecipesPipeline.slice_series_attributes!(plt::Plot, kw_list, kw)
+    sp::Subplot = kw[:subplot]
+    # in series attributes given as vector with one element per series,
+    # select the value for current series
+    _slice_series_args!(kw, plt, sp, series_idx(kw_list, kw))
+    return nothing
+end
+
+RecipesPipeline.series_defaults(plt::Plot) = _series_defaults # in args.jl
+
+RecipesPipeline.is_seriestype_supported(plt::Plot, st) = is_seriestype_supported(st)
+
+function RecipesPipeline.add_series!(plt::Plot, plotattributes)
+    sp = _prepare_subplot(plt, plotattributes)
+    _expand_subplot_extrema(sp, plotattributes, plotattributes[:seriestype])
+    _update_series_attributes!(plotattributes, plt, sp)
+    _add_the_series(plt, sp, plotattributes)
+end
+
 # getting ready to add the series... last update to subplot from anything
 # that might have been added during series recipes
-function _prepare_subplot(plt::Plot{T}, plotattributes::AKW) where T
+function _prepare_subplot(plt::Plot{T}, plotattributes::AKW) where {T}
     st::Symbol = plotattributes[:seriestype]
     sp::Subplot{T} = plotattributes[:subplot]
     sp_idx = get_subplot_index(plt, sp)
@@ -314,7 +314,7 @@ 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 is3d(st)
+    if RecipesPipeline.needs_3d_axes(st)
         sp.attr[:projection] = "3d"
     end
 
@@ -326,14 +326,12 @@ function _prepare_subplot(plt::Plot{T}, plotattributes::AKW) where T
     sp
 end
 
-# ------------------------------------------------------------------
-# series types
-
 function _override_seriestype_check(plotattributes::AKW, st::Symbol)
     # do we want to override the series type?
-    if !is3d(st) && !(st in (:contour,:contour3d))
+    if !RecipesPipeline.is3d(st) && !(st in (:contour, :contour3d))
         z = plotattributes[:z]
-        if !isa(z, Nothing) && (size(plotattributes[:x]) == size(plotattributes[:y]) == size(z))
+        if !isa(z, Nothing) &&
+           (size(plotattributes[:x]) == size(plotattributes[:y]) == size(z))
             st = (st == :scatter ? :scatter3d : :path3d)
             plotattributes[:seriestype] = st
         end
@@ -341,30 +339,14 @@ function _override_seriestype_check(plotattributes::AKW, st::Symbol)
     st
 end
 
-function _prepare_annotations(sp::Subplot, plotattributes::AKW)
-    # strip out series annotations (those which are based on series x/y coords)
-    # and add them to the subplot attr
-    sp_anns = annotations(sp[:annotations])
-    # series_anns = annotations(pop!(plotattributes, :series_annotations, []))
-    # if isa(series_anns, SeriesAnnotations)
-    #     series_anns.x = plotattributes[:x]
-    #     series_anns.y = plotattributes[:y]
-    # elseif length(series_anns) > 0
-    #     x, y = plotattributes[:x], plotattributes[:y]
-    #     nx, ny, na = map(length, (x,y,series_anns))
-    #     n = max(nx, ny, na)
-    #     series_anns = [(x[mod1(i,nx)], y[mod1(i,ny)], text(series_anns[mod1(i,na)])) for i=1:n]
-    # end
-    # sp.attr[:annotations] = vcat(sp_anns, series_anns)
-end
-
 function _expand_subplot_extrema(sp::Subplot, plotattributes::AKW, st::Symbol)
     # adjust extrema and discrete info
     if st == :image
-        xmin, xmax = ignorenan_extrema(plotattributes[:x]); ymin, ymax = ignorenan_extrema(plotattributes[:y])
+        xmin, xmax = ignorenan_extrema(plotattributes[:x])
+        ymin, ymax = ignorenan_extrema(plotattributes[:y])
         expand_extrema!(sp[:xaxis], (xmin, xmax))
         expand_extrema!(sp[:yaxis], (ymin, ymax))
-    elseif !(st in (:pie, :histogram, :bins2d, :histogram2d))
+    elseif !(st in (:histogram, :bins2d, :histogram2d))
         expand_extrema!(sp, plotattributes)
     end
     # expand for zerolines (axes through origin)
@@ -375,54 +357,23 @@ function _expand_subplot_extrema(sp::Subplot, plotattributes::AKW, st::Symbol)
 end
 
 function _add_the_series(plt, sp, plotattributes)
-    warnOnUnsupported_args(plt.backend, plotattributes)
-    warnOnUnsupported(plt.backend, plotattributes)
+    extra_kwargs = warn_on_unsupported_args(plt.backend, plotattributes)
+    if (kw = plt[:extra_kwargs]) isa AbstractDict
+        plt[:extra_plot_kwargs] = get(kw,:plot,KW())
+        sp[:extra_kwargs] = get(kw,:subplot, KW())
+        plotattributes[:extra_kwargs] = get(kw,:series,KW())
+    elseif plt[:extra_kwargs] == :plot
+        plt[:extra_plot_kwargs] = extra_kwargs
+    elseif plt[:extra_kwargs] == :subplot
+        sp[:extra_kwargs] = extra_kwargs
+    elseif plt[:extra_kwargs] == :series
+        plotattributes[:extra_kwargs] = extra_kwargs
+    else
+        ArgumentError("Unsupported type for extra keyword arguments")
+    end
+    warn_on_unsupported(plt.backend, plotattributes)
     series = Series(plotattributes)
     push!(plt.series_list, series)
     push!(sp.series_list, series)
     _series_added(plt, series)
 end
-
-# -------------------------------------------------------------------------------
-
-# this method recursively applies series recipes when the seriestype is not supported
-# natively by the backend
-function _process_seriesrecipe(plt::Plot, plotattributes::AKW)
-    #println("process $(typeof(plotattributes))")
-    # replace seriestype aliases
-    st = Symbol(plotattributes[:seriestype])
-    st = plotattributes[:seriestype] = get(_typeAliases, st, st)
-
-    # shapes shouldn't have fillrange set
-    if plotattributes[:seriestype] == :shape
-        plotattributes[:fillrange] = nothing
-    end
-
-    # if it's natively supported, finalize processing and pass along to the backend, otherwise recurse
-    if is_seriestype_supported(st)
-        sp = _prepare_subplot(plt, plotattributes)
-        _prepare_annotations(sp, plotattributes)
-        _expand_subplot_extrema(sp, plotattributes, st)
-        _update_series_attributes!(plotattributes, plt, sp)
-        _add_the_series(plt, sp, plotattributes)
-
-    else
-        # get a sub list of series for this seriestype
-        datalist = RecipesBase.apply_recipe(plotattributes, Val{st}, plotattributes[:x], plotattributes[:y], plotattributes[:z])
-
-        # assuming there was no error, recursively apply the series recipes
-        for data in datalist
-            if isa(data, RecipeData)
-                preprocessArgs!(data.plotattributes)
-                if data.plotattributes[:seriestype] == st
-                    error("The seriestype didn't change in series recipe $st.  This will cause a StackOverflow.")
-                end
-                _process_seriesrecipe(plt, data.plotattributes)
-            else
-                @warn("Unhandled recipe: $(data)")
-                break
-            end
-        end
-    end
-    nothing
-end

src/plot.jl

@@ -49,7 +49,7 @@ as a String to look up its docstring; e.g. `plotattr("seriestype")`.
 function plot(args...; kw...)
     # this creates a new plot with args/kw and sets it to be the current plot
     plotattributes = KW(kw)
-    preprocessArgs!(plotattributes)
+    RecipesPipeline.preprocess_attributes!(plotattributes)
 
     # create an empty Plot then process
     plt = Plot()
@@ -61,7 +61,7 @@ end
 # note: we split into plt1 and plts_tail so we can dispatch correctly
 function plot(plt1::Plot, plts_tail::Plot...; kw...)
     plotattributes = KW(kw)
-    preprocessArgs!(plotattributes)
+    RecipesPipeline.preprocess_attributes!(plotattributes)
 
     # build our plot vector from the args
     n = length(plts_tail) + 1
@@ -153,7 +153,7 @@ end
 # this adds to a specific plot... most plot commands will flow through here
 function plot!(plt::Plot, args...; kw...)
     plotattributes = KW(kw)
-    preprocessArgs!(plotattributes)
+    RecipesPipeline.preprocess_attributes!(plotattributes)
     # merge!(plt.user_attr, plotattributes)
     _plot!(plt, plotattributes, args)
 end
@@ -163,87 +163,11 @@ end
 # this is the core plotting function.  recursively apply recipes to build
 # 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::AKW, args::Tuple)
-    plotattributes[:plot_object] = plt
-
-    if !isempty(args) && !isdefined(Main, :StatsPlots) &&
-            first(split(string(typeof(args[1])), ".")) == "DataFrames"
-        @warn("You're trying to plot a DataFrame, but this functionality is provided by StatsPlots")
-    end
-
-    # --------------------------------
-    # "USER RECIPES"
-    # --------------------------------
-
-    kw_list = _process_userrecipes(plt, plotattributes, args)
-
-    # @info(1)
-    # map(DD, kw_list)
-
-
-    # --------------------------------
-    # "PLOT RECIPES"
-    # --------------------------------
-
-    # "plot recipe", which acts like a series type, and is processed before
-    # the plot layout is created, which allows for setting layouts and other plot-wide attributes.
-    # we get inputs which have been fully processed by "user recipes" and "type recipes",
-    # so we can expect standard vectors, surfaces, etc.  No defaults have been set yet.
-    still_to_process = kw_list
-    kw_list = KW[]
-    while !isempty(still_to_process)
-        next_kw = popfirst!(still_to_process)
-        _process_plotrecipe(plt, next_kw, kw_list, still_to_process)
-    end
-
-    # @info(2)
-    # map(DD, kw_list)
-
-    # --------------------------------
-    # Plot/Subplot/Layout setup
-    # --------------------------------
-    _plot_setup(plt, plotattributes, kw_list)
-    _subplot_setup(plt, plotattributes, kw_list)
-
-    # !!! note: At this point, kw_list is fully decomposed into individual series... one KW per series.          !!!
-    # !!!       The next step is to recursively apply series recipes until the backend supports that series type !!!
-
-    # --------------------------------
-    # "SERIES RECIPES"
-    # --------------------------------
-
-    # @info(3)
-    # map(DD, kw_list)
-
-    for kw in kw_list
-        sp::Subplot = kw[:subplot]
-
-        # in series attributes given as vector with one element per series,
-        # select the value for current series
-        _slice_series_args!(kw, plt, sp, series_idx(kw_list,kw))
-
-
-        series_attr = Attr(kw, _series_defaults)
-        # now we have a fully specified series, with colors chosen.   we must recursively handle
-        # series recipes, which dispatch on seriestype.  If a backend does not natively support a seriestype,
-        # we check for a recipe that will convert that series type into one made up of lower-level components.
-        # For example, a histogram is just a bar plot with binned data, a bar plot is really a filled step plot,
-        # and a step plot is really just a path.  So any backend that supports drawing a path will implicitly
-        # be able to support step, bar, and histogram plots (and any recipes that use those components).
-        _process_seriesrecipe(plt, series_attr)
-    end
-
-    # --------------------------------
-
+function _plot!(plt::Plot, plotattributes, args)
+    RecipesPipeline.recipe_pipeline!(plt, plotattributes, args)
     current(plt)
-
-    # do we want to force display?
-    # if plt[:show]
-    #     gui(plt)
-    # end
     _do_plot_show(plt, plt[:show])
-
-    plt
+    return plt
 end
 
 
@@ -288,5 +212,3 @@ function plot!(sp::Subplot, args...; kw...)
     plt = sp.plt
     plot!(plt, args...; kw..., subplot = findfirst(isequal(sp), plt.subplots))
 end
-
-# --------------------------------------------------------------------

src/precompile.jl

@@ -1,788 +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("#kw##_make_hist")) && precompile(Tuple{getfield(Plots, Symbol("#kw##_make_hist")), NamedTuple{(:normed, :weights), Tuple{Bool, Array{Int64, 1}}}, typeof(Plots._make_hist), Tuple{Array{Float64, 1}}, Symbol})
-    isdefined(Plots, Symbol("#kw##_make_hist")) && precompile(Tuple{getfield(Plots, Symbol("#kw##_make_hist")), NamedTuple{(:normed, :weights), Tuple{Bool, Nothing}}, typeof(Plots._make_hist), Tuple{Array{Float64, 1}, Array{Float64, 1}}, Int64})
-    isdefined(Plots, Symbol("#kw##_make_hist")) && precompile(Tuple{getfield(Plots, Symbol("#kw##_make_hist")), NamedTuple{(:normed, :weights), Tuple{Bool, Nothing}}, typeof(Plots._make_hist), Tuple{Array{Float64, 1}, Array{Float64, 1}}, Tuple{Int64, Int64}})
-    isdefined(Plots, Symbol("#kw##_make_hist")) && precompile(Tuple{getfield(Plots, Symbol("#kw##_make_hist")), NamedTuple{(:normed, :weights), Tuple{Bool, Nothing}}, typeof(Plots._make_hist), Tuple{Array{Float64, 1}}, Symbol})
-    isdefined(Plots, Symbol("#kw##attr!")) && precompile(Tuple{getfield(Plots, Symbol("#kw##attr!")), NamedTuple{(:flip,), Tuple{Bool}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#kw##attr!")) && precompile(Tuple{getfield(Plots, Symbol("#kw##attr!")), NamedTuple{(:foreground_color_grid, :grid, :gridalpha, :gridstyle, :gridlinewidth), Tuple{ColorTypes.RGBA{Float64}, Bool, Float64, Symbol, Int64}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#kw##attr!")) && precompile(Tuple{getfield(Plots, Symbol("#kw##attr!")), NamedTuple{(:formatter,), Tuple{Symbol}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#kw##attr!")) && precompile(Tuple{getfield(Plots, Symbol("#kw##attr!")), NamedTuple{(:grid, :lims), Tuple{Bool, Tuple{Int64, Int64}}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#kw##attr!")) && precompile(Tuple{getfield(Plots, Symbol("#kw##attr!")), NamedTuple{(:grid, :lims, :flip), Tuple{Bool, Tuple{Int64, Int64}, Bool}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#kw##attr!")) && precompile(Tuple{getfield(Plots, Symbol("#kw##attr!")), NamedTuple{(:grid, :ticks), Tuple{Bool, Nothing}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#kw##attr!")) && precompile(Tuple{getfield(Plots, Symbol("#kw##attr!")), NamedTuple{(:grid,), Tuple{Bool}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#kw##attr!")) && precompile(Tuple{getfield(Plots, Symbol("#kw##attr!")), NamedTuple{(:grid,), Tuple{Bool}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#kw##attr!")) && precompile(Tuple{getfield(Plots, Symbol("#kw##attr!")), NamedTuple{(:guide,), Tuple{String}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#kw##attr!")) && precompile(Tuple{getfield(Plots, Symbol("#kw##attr!")), NamedTuple{(:lims, :flip, :ticks, :guide), Tuple{Tuple{Int64, Int64}, Bool, Base.StepRange{Int64, Int64}, String}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#kw##attr!")) && precompile(Tuple{getfield(Plots, Symbol("#kw##attr!")), NamedTuple{(:lims,), Tuple{Tuple{Int64, Float64}}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#kw##attr!")) && precompile(Tuple{getfield(Plots, Symbol("#kw##attr!")), NamedTuple{(:lims,), Tuple{Tuple{Int64, Int64}}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#kw##attr!")) && precompile(Tuple{getfield(Plots, Symbol("#kw##attr!")), NamedTuple{(:lims,), Tuple{Tuple{Int64, Int64}}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#kw##attr!")) && precompile(Tuple{getfield(Plots, Symbol("#kw##attr!")), NamedTuple{(:rotation,), Tuple{Int64}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#kw##attr!")) && precompile(Tuple{getfield(Plots, Symbol("#kw##attr!")), NamedTuple{(:scale, :guide), Tuple{Symbol, String}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#kw##attr!")) && precompile(Tuple{getfield(Plots, Symbol("#kw##attr!")), NamedTuple{(:ticks,), Tuple{Base.UnitRange{Int64}}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#kw##attr!")) && precompile(Tuple{getfield(Plots, Symbol("#kw##attr!")), NamedTuple{(:ticks,), Tuple{Nothing}}, typeof(Plots.attr!), Plots.Axis})
-    isdefined(Plots, Symbol("#kw##contour")) && precompile(Tuple{getfield(Plots, Symbol("#kw##contour")), NamedTuple{(:fill,), Tuple{Bool}}, typeof(Plots.contour), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Int})
-    isdefined(Plots, Symbol("#kw##gr_polyline")) && precompile(Tuple{getfield(Plots, Symbol("#kw##gr_polyline")), NamedTuple{(:arrowside, :arrowstyle), Tuple{Symbol, Symbol}}, typeof(Plots.gr_polyline), Array{Float64, 1}, Array{Float64, 1}})
-    isdefined(Plots, Symbol("#kw##gr_polyline")) && precompile(Tuple{getfield(Plots, Symbol("#kw##gr_polyline")), NamedTuple{(:arrowside, :arrowstyle), Tuple{Symbol, Symbol}}, typeof(Plots.gr_polyline), Array{Int64, 1}, Array{Float64, 1}})
-    isdefined(Plots, Symbol("#kw##gr_polyline")) && precompile(Tuple{getfield(Plots, Symbol("#kw##gr_polyline")), NamedTuple{(:arrowside, :arrowstyle), Tuple{Symbol, Symbol}}, typeof(Plots.gr_polyline), Base.UnitRange{Int64}, Array{Float64, 1}})
-    isdefined(Plots, Symbol("#kw##gr_set_font")) && precompile(Tuple{getfield(Plots, Symbol("#kw##gr_set_font")), NamedTuple{(:halign, :valign, :rotation), Tuple{Symbol, Symbol, Int64}}, typeof(Plots.gr_set_font), Plots.Font})
-    isdefined(Plots, Symbol("#kw##heatmap")) && precompile(Tuple{getfield(Plots, Symbol("#kw##heatmap")), NamedTuple{(:aspect_ratio,), Tuple{Int64}}, typeof(Plots.heatmap), Array{String, 1}, Int})
-    isdefined(Plots, Symbol("#kw##histogram")) && precompile(Tuple{getfield(Plots, Symbol("#kw##histogram")), NamedTuple{(:bins, :weights), Tuple{Symbol, Array{Int64, 1}}}, typeof(Plots.histogram), Array{Float64, 1}})
-    isdefined(Plots, Symbol("#kw##histogram2d")) && precompile(Tuple{getfield(Plots, Symbol("#kw##histogram2d")), 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("#kw##histogram2d")) && precompile(Tuple{getfield(Plots, Symbol("#kw##histogram2d")), NamedTuple{(:nbins,), Tuple{Int64}}, typeof(Plots.histogram2d), Array{Float64, 1}, Array{Float64, 1}})
-    isdefined(Plots, Symbol("#kw##hline!")) && precompile(Tuple{getfield(Plots, Symbol("#kw##hline!")), NamedTuple{(:line,), Tuple{Tuple{Int64, Symbol, Float64, Array{Symbol, 2}}}}, typeof(Plots.hline!), Array{Float64, 2}})
-    isdefined(Plots, Symbol("#kw##pie")) && precompile(Tuple{getfield(Plots, Symbol("#kw##pie")), NamedTuple{(:title, :l), Tuple{String, Float64}}, typeof(Plots.pie), Array{String, 1}, Int})
-    isdefined(Plots, Symbol("#kw##portfoliocomposition")) && precompile(Tuple{getfield(Plots, Symbol("#kw##portfoliocomposition")), NamedTuple{(:labels,), Tuple{Array{String, 2}}}, typeof(Plots.portfoliocomposition), Array{Float64, 2}, Int})
-    isdefined(Plots, Symbol("#kw##scatter!")) && precompile(Tuple{getfield(Plots, Symbol("#kw##scatter!")), 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("#kw##scatter!")) && precompile(Tuple{getfield(Plots, Symbol("#kw##scatter!")), NamedTuple{(:markersize, :c), Tuple{Int64, Symbol}}, typeof(Plots.scatter!), Array{Float64, 1}})
-    isdefined(Plots, Symbol("#kw##scatter!")) && precompile(Tuple{getfield(Plots, Symbol("#kw##scatter!")), 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("#kw##scatter")) && precompile(Tuple{getfield(Plots, Symbol("#kw##scatter")), 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("#kw##scatter")) && precompile(Tuple{getfield(Plots, Symbol("#kw##scatter")), 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("#kw##test_examples")) && precompile(Tuple{getfield(Plots, Symbol("#kw##test_examples")), NamedTuple{(:disp,), Tuple{Bool}}, typeof(Plots.test_examples), Symbol})
-    precompile(Tuple{typeof(Plots.__init__)})
-    precompile(Tuple{typeof(Plots._add_errorbar_kw), Array{Base.Dict{Symbol, Any}, 1}, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots._add_errorbar_kw), Array{Base.Dict{Symbol, Any}, 1}, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots._add_markershape), Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots._add_markershape), Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots._add_smooth_kw), Array{Base.Dict{Symbol, Any}, 1}, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots._add_smooth_kw), Array{Base.Dict{Symbol, Any}, 1}, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots._add_the_series), Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, Plots.Attr})
-    precompile(Tuple{typeof(Plots._add_the_series), Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, Plots.Attr})
-    precompile(Tuple{typeof(Plots._apply_type_recipe), Base.Dict{Symbol, Any}, Array{Array{Float64, 1}, 1}})
-    precompile(Tuple{typeof(Plots._apply_type_recipe), Base.Dict{Symbol, Any}, Array{Array{T, 1} where T, 1}})
-    precompile(Tuple{typeof(Plots._apply_type_recipe), Base.Dict{Symbol, Any}, Array{Function, 1}})
-    precompile(Tuple{typeof(Plots._apply_type_recipe), Base.Dict{Symbol, Any}, Array{String, 1}})
-    precompile(Tuple{typeof(Plots._apply_type_recipe), Base.Dict{Symbol, Any}, Array{Union{Base.Missing, Int64}, 1}})
-    precompile(Tuple{typeof(Plots._apply_type_recipe), Base.Dict{Symbol, Any}, typeof(identity)})
-    precompile(Tuple{typeof(Plots._backend_instance), Symbol})
-    precompile(Tuple{typeof(Plots._backend_instance), Symbol})
-    precompile(Tuple{typeof(Plots._bin_centers), Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots._binbarlike_baseline), Float64, Symbol})
-    precompile(Tuple{typeof(Plots._cbar_unique), Array{Nothing, 1}, String})
-    precompile(Tuple{typeof(Plots._cbar_unique), Array{PlotUtils.ColorGradient, 1}, String})
-    precompile(Tuple{typeof(Plots._create_backend_figure), Plots.Plot{Plots.GRBackend}})
-    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.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.StepRange{Int64, Int64}, Int64})
-    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, Int64})
-    precompile(Tuple{typeof(Plots._cycle), Plots.Shape, Int64})
-    precompile(Tuple{typeof(Plots._cycle), Symbol, Int64})
-    precompile(Tuple{typeof(Plots._display), Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots._display), Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots._do_plot_show), Plots.Plot{Plots.GRBackend}, Symbol})
-    precompile(Tuple{typeof(Plots._do_plot_show), Plots.Plot{Plots.GRBackend}, Symbol})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Array{Array{Float64, 1}, 1}, Array{Array{Float64, 1}, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Array{Array{T, 1} where T, 1}, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Array{Array{T, 1} where T, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Array{Base.Complex{Float64}, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Array{Float64, 1}, Array{Float64, 1}, Base.UnitRange{Int64}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Array{Float64, 1}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Array{Float64, 1}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Array{Function, 1}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Array{Function, 1}, Int64}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Array{Int64, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Array{Plots.OHLC{T} where T<:Real, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Array{String, 1}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Array{String, 1}, Array{String, 1}, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Array{Union{Base.Missing, Int64}, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), 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._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Base.StepRange{Int64, Int64}, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Base.UnitRange{Int64}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Array{Array{Float64, 1}, 1}, Array{Array{Float64, 1}, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Array{Array{T, 1} where T, 1}, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Array{Array{T, 1} where T, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Array{Base.Complex{Float64}, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Array{Float64, 1}, Array{Float64, 1}, Base.UnitRange{Int64}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Array{Float64, 1}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Array{Float64, 1}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Array{Function, 1}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Array{Function, 1}, Int64}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Array{Int64, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Array{Plots.OHLC{T} where T<:Real, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Array{String, 1}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Array{String, 1}, Array{String, 1}, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Array{Union{Base.Missing, Int64}, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 1}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, 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._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Base.StepRange{Int64, Int64}, Array{Float64, 2}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Base.UnitRange{Int64}}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Plots.PortfolioComposition}})
-    precompile(Tuple{typeof(Plots._expand_seriestype_array), Base.Dict{Symbol, Any}, Tuple{Plots.GroupBy, Plots.Spy}})
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-    precompile(Tuple{typeof(Plots._update_subplot_args), Plots.Plot{Plots.GRBackend}, Plots.Subplot{Plots.GRBackend}, Plots.Attr, Int64, Bool})
-    precompile(Tuple{typeof(Plots._update_subplot_colors), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots._update_subplot_colors), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots._update_subplot_periphery), Plots.Subplot{Plots.GRBackend}, Array{Any, 1}})
-    precompile(Tuple{typeof(Plots._update_subplot_periphery), Plots.Subplot{Plots.GRBackend}, Array{Any, 1}})
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-    precompile(Tuple{typeof(Plots.aliasesAndAutopick), Plots.Attr, Symbol, Base.Dict{Symbol, Symbol}, Array{Symbol, 1}, Int64})
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-    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})
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-    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}}}})
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-    precompile(Tuple{typeof(Plots.bottompad), Plots.Subplot{Plots.GRBackend}})
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-    precompile(Tuple{typeof(Plots.convertToAnyVector), Array{Float64, 2}, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.convertToAnyVector), Array{Function, 1}, Base.Dict{Symbol, Any}})
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-    precompile(Tuple{typeof(Plots.get_markerstrokealpha), Plots.Series, Int64})
-    precompile(Tuple{typeof(Plots.get_markerstrokecolor), Plots.Series, Int64})
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-    precompile(Tuple{typeof(Plots.gr_draw_colorbar), Plots.GRColorbar, Plots.Subplot{Plots.GRBackend}, Tuple{Float64, Float64}})
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-    precompile(Tuple{typeof(Plots.gr_set_transparency), ColorTypes.RGBA{Float64}, Nothing})
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-    precompile(Tuple{typeof(Plots.ignorenan_extrema), Array{Float64, 2}})
-    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.is3d), Plots.Attr})
-    precompile(Tuple{typeof(Plots.is3d), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.is3d), Symbol})
-    precompile(Tuple{typeof(Plots.is_2tuple), Int64})
-    precompile(Tuple{typeof(Plots.is_2tuple), Symbol})
-    precompile(Tuple{typeof(Plots.is_axis_attr), Symbol})
-    precompile(Tuple{typeof(Plots.is_marker_supported), Plots.GRBackend, Symbol})
-    precompile(Tuple{typeof(Plots.is_marker_supported), Plots.Shape})
-    precompile(Tuple{typeof(Plots.is_marker_supported), Symbol})
-    precompile(Tuple{typeof(Plots.is_marker_supported), Symbol})
-    precompile(Tuple{typeof(Plots.is_scale_supported), Plots.GRBackend, Symbol})
-    precompile(Tuple{typeof(Plots.is_seriestype_supported), Plots.GRBackend, Symbol})
-    precompile(Tuple{typeof(Plots.is_seriestype_supported), Symbol})
-    precompile(Tuple{typeof(Plots.is_seriestype_supported), Symbol})
-    precompile(Tuple{typeof(Plots.is_style_supported), Plots.GRBackend, Symbol})
-    precompile(Tuple{typeof(Plots.is_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.isvertical), Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.isvertical), Plots.Attr})
-    precompile(Tuple{typeof(Plots.isvertical), Plots.Attr})
-    precompile(Tuple{typeof(Plots.iter_segments), Array{Float64, 1}, 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.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.layout_args), Base.Dict{Symbol, Any}, Int64})
-    precompile(Tuple{typeof(Plots.layout_args), Base.Dict{Symbol, Any}, Int64})
-    precompile(Tuple{typeof(Plots.layout_args), Int64, Int64})
-    precompile(Tuple{typeof(Plots.layout_args), Int64, Plots.GridLayout})
-    precompile(Tuple{typeof(Plots.layout_args), Int64})
-    precompile(Tuple{typeof(Plots.layout_args), Plots.Attr})
-    precompile(Tuple{typeof(Plots.layout_args), Plots.GridLayout})
-    precompile(Tuple{typeof(Plots.leftpad), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.legendfont), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.legendtitlefont), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.like_histogram), Symbol})
-    precompile(Tuple{typeof(Plots.like_surface), Symbol})
-    precompile(Tuple{typeof(Plots.link_axes!), Array{RecipesBase.AbstractLayout, 1}, Symbol})
-    precompile(Tuple{typeof(Plots.link_axes!), Array{RecipesBase.AbstractLayout, 1}, Symbol})
-    precompile(Tuple{typeof(Plots.link_axes!), Plots.Axis, Plots.Axis})
-    precompile(Tuple{typeof(Plots.link_axes!), Plots.Axis, Plots.Axis})
-    precompile(Tuple{typeof(Plots.link_axes!), Plots.GridLayout, Symbol})
-    precompile(Tuple{typeof(Plots.link_axes!), Plots.GridLayout, Symbol})
-    precompile(Tuple{typeof(Plots.link_axes!), Plots.Subplot{Plots.GRBackend}, Symbol})
-    precompile(Tuple{typeof(Plots.link_subplots), Array{RecipesBase.AbstractLayout, 1}, Symbol})
-    precompile(Tuple{typeof(Plots.locate_annotation), Plots.Subplot{Plots.GRBackend}, Int64, Float64, Plots.PlotText})
-    precompile(Tuple{typeof(Plots.make_fillrange_from_ribbon), Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.make_fillrange_side), Array{Float64, 1}, Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.make_fillrange_side), Array{Float64, 1}, 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.nobigs), 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.GRBackend}, Plots.Axis, Nothing})
-    precompile(Tuple{typeof(Plots.parse_axis_kw), Symbol})
-    precompile(Tuple{typeof(Plots.pie_labels), Plots.Subplot{Plots.GRBackend}, Plots.Series})
-    precompile(Tuple{typeof(Plots.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.png), Plots.Plot{Plots.GRBackend}, String})
-    precompile(Tuple{typeof(Plots.prepareSeriesData), Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.prepareSeriesData), Array{Float64, 2}})
-    precompile(Tuple{typeof(Plots.prepareSeriesData), Array{Int32, 1}})
-    precompile(Tuple{typeof(Plots.prepareSeriesData), Array{Int64, 1}})
-    precompile(Tuple{typeof(Plots.prepareSeriesData), Array{Union{Base.Missing, Int64}, 1}})
-    precompile(Tuple{typeof(Plots.prepareSeriesData), Array{Union{Base.Missing, Number}, 1}})
-    precompile(Tuple{typeof(Plots.prepareSeriesData), Array{Union{Base.Missing, Number}, 1}})
-    precompile(Tuple{typeof(Plots.prepareSeriesData), Base.LinRange{Float64}})
-    precompile(Tuple{typeof(Plots.prepareSeriesData), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}})
-    precompile(Tuple{typeof(Plots.prepare_output), Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.prepare_output), Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.preprocessArgs!), Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.preprocessArgs!), Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.preprocessArgs!), Plots.Attr})
-    precompile(Tuple{typeof(Plots.preprocessArgs!), Plots.Attr})
-    precompile(Tuple{typeof(Plots.processFillArg), Base.Dict{Symbol, Any}, Bool})
-    precompile(Tuple{typeof(Plots.processFillArg), Base.Dict{Symbol, Any}, Float64})
-    precompile(Tuple{typeof(Plots.processFillArg), Base.Dict{Symbol, Any}, Int64})
-    precompile(Tuple{typeof(Plots.processFillArg), Base.Dict{Symbol, Any}, Symbol})
-    precompile(Tuple{typeof(Plots.processFillArg), Base.Dict{Symbol, Any}, Symbol})
-    precompile(Tuple{typeof(Plots.processFillArg), Base.Dict{Symbol, Any}, Symbol})
-    precompile(Tuple{typeof(Plots.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!), Plots.Attr, Bool, Symbol})
-    precompile(Tuple{typeof(Plots.processLineArg), Base.Dict{Symbol, Any}, Array{Symbol, 2}})
-    precompile(Tuple{typeof(Plots.processLineArg), Base.Dict{Symbol, Any}, Array{Symbol, 2}})
-    precompile(Tuple{typeof(Plots.processLineArg), Base.Dict{Symbol, Any}, Float64})
-    precompile(Tuple{typeof(Plots.processLineArg), Base.Dict{Symbol, Any}, Int64})
-    precompile(Tuple{typeof(Plots.processLineArg), Base.Dict{Symbol, Any}, Symbol})
-    precompile(Tuple{typeof(Plots.processLineArg), Base.Dict{Symbol, Any}, Symbol})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Array{Symbol, 2}})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Array{Symbol, 2}})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Bool})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, ColorTypes.RGBA{Float64}})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Float64})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Float64})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Int64})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Int64})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Plots.Shape})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Plots.Stroke})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, Symbol})
-    precompile(Tuple{typeof(Plots.processMarkerArg), Base.Dict{Symbol, Any}, 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_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.process_fillrange), Int64, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.process_fillrange), Nothing, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.process_ribbon), Base.StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}}, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.process_ribbon), Int64, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.process_ribbon), Nothing, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.process_ribbon), Tuple{Base.LinRange{Float64}, Base.LinRange{Float64}}, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.process_ribbon), typeof(identity), Base.Dict{Symbol, Any}})
-    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!), Plots.Attr, Symbol, Base.Dict{Symbol, Symbol}})
-    precompile(Tuple{typeof(Plots.replaceAliases!), Base.Dict{Symbol, Any}, Base.Dict{Symbol, Symbol}})
-    precompile(Tuple{typeof(Plots.replaceAliases!), Plots.Attr, Base.Dict{Symbol, Symbol}})
-    precompile(Tuple{typeof(Plots.reset_axis_defaults_byletter!)})
-    precompile(Tuple{typeof(Plots.reset_extrema!), Plots.Subplot{Plots.GRBackend}})
-    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.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.setxy!), Plots.Plot{Plots.GRBackend}, Tuple{Array{Float64, 1}, Array{Float64, 1}}, Int64})
-    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.slice_arg!), Base.Dict{Symbol, Any}, Base.Dict{Symbol, Any}, Symbol, Int64, Bool})
-    precompile(Tuple{typeof(Plots.slice_arg!), Base.Dict{Symbol, Any}, Base.Dict{Symbol, Any}, Symbol, Int64, Bool})
-    precompile(Tuple{typeof(Plots.slice_arg!), Base.Dict{Symbol, Any}, Plots.Attr, Symbol, Int64, Bool})
-    precompile(Tuple{typeof(Plots.slice_arg!), Base.Dict{Symbol, Any}, Plots.Attr, Symbol, Int64, Bool})
-    precompile(Tuple{typeof(Plots.slice_arg!), Plots.Attr, Plots.Attr, Symbol, Int64, Bool})
-    precompile(Tuple{typeof(Plots.slice_arg!), Plots.Attr, Plots.Attr, Symbol, Int64, Bool})
-    precompile(Tuple{typeof(Plots.slice_arg), Array{ColorTypes.RGBA{Float64}, 2}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Array{Measures.Length{:mm, Float64}, 2}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Array{String, 2}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Array{Symbol, 2}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Base.ReshapedArray{Int64, 2, Base.UnitRange{Int64}, Tuple{}}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Base.StepRange{Int64, Int64}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Base.UnitRange{Int64}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Bool, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), ColorTypes.RGBA{Float64}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Float64, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Int64, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Nothing, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), String, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Symbol, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Tuple{Int64, Float64}, Int64})
-    precompile(Tuple{typeof(Plots.slice_arg), Tuple{Int64, Int64}, Int64})
-    precompile(Tuple{typeof(Plots.splittable_kw), Symbol, Array{Int64, 1}, Int64})
-    precompile(Tuple{typeof(Plots.splittable_kw), Symbol, Array{String, 1}, Int64})
-    precompile(Tuple{typeof(Plots.splittable_kw), Symbol, Array{Symbol, 2}, Int64})
-    precompile(Tuple{typeof(Plots.splittable_kw), Symbol, ColorTypes.RGB{Float64}, Int64})
-    precompile(Tuple{typeof(Plots.splittable_kw), Symbol, Float64, Int64})
-    precompile(Tuple{typeof(Plots.splittable_kw), Symbol, Int64, Int64})
-    precompile(Tuple{typeof(Plots.splittable_kw), Symbol, Plots.GridLayout, Int64})
-    precompile(Tuple{typeof(Plots.splittable_kw), Symbol, Plots.Plot{Plots.GRBackend}, Int64})
-    precompile(Tuple{typeof(Plots.splittable_kw), Symbol, String, Int64})
-    precompile(Tuple{typeof(Plots.splittable_kw), Symbol, Symbol, 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, Int64})
-    precompile(Tuple{typeof(Plots.stroke), Int64, Int})
-    precompile(Tuple{typeof(Plots.supported_markers), Plots.GRBackend})
-    precompile(Tuple{typeof(Plots.supported_markers)})
-    precompile(Tuple{typeof(Plots.supported_styles), Plots.GRBackend})
-    precompile(Tuple{typeof(Plots.supported_styles)})
-    precompile(Tuple{typeof(Plots.text), String, Int64, Symbol, Symbol})
-    precompile(Tuple{typeof(Plots.text), String, Symbol, Int64, Int})
-    precompile(Tuple{typeof(Plots.text), String, Symbol})
-    precompile(Tuple{typeof(Plots.tickfont), Plots.Axis})
-    precompile(Tuple{typeof(Plots.tickfont), Plots.Axis})
-    precompile(Tuple{typeof(Plots.title!), String})
-    precompile(Tuple{typeof(Plots.titlefont), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.titlefont), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.toppad), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.tovec), Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.transpose_z), Plots.Series, Array{Float64, 2}, Bool})
-    precompile(Tuple{typeof(Plots.trueOrAllTrue), typeof(Plots.is3d), Symbol})
-    precompile(Tuple{typeof(Plots.trueOrAllTrue), typeof(identity), Array{Symbol, 2}})
-    precompile(Tuple{typeof(Plots.unzip), Array{Tuple{Float64, Float64, Float64}, 1}})
-    precompile(Tuple{typeof(Plots.update_child_bboxes!), Plots.GridLayout, Array{Measures.Length{:mm, Float64}, 1}})
-    precompile(Tuple{typeof(Plots.update_child_bboxes!), Plots.GridLayout, Array{Measures.Length{:mm, Float64}, 1}})
-    precompile(Tuple{typeof(Plots.update_child_bboxes!), Plots.GridLayout})
-    precompile(Tuple{typeof(Plots.update_child_bboxes!), Plots.GridLayout})
-    precompile(Tuple{typeof(Plots.update_child_bboxes!), Plots.Subplot{Plots.GRBackend}, Array{Measures.Length{:mm, Float64}, 1}})
-    precompile(Tuple{typeof(Plots.update_inset_bboxes!), Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.update_inset_bboxes!), Plots.Plot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.vline!), Array{Int64, 1}})
-    precompile(Tuple{typeof(Plots.wand_edges), Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.warnOnUnsupported), Plots.GRBackend, Plots.Attr})
-    precompile(Tuple{typeof(Plots.warnOnUnsupported), Plots.GRBackend, Plots.Attr})
-    precompile(Tuple{typeof(Plots.warnOnUnsupported_args), Plots.GRBackend, Plots.Attr})
-    precompile(Tuple{typeof(Plots.warnOnUnsupported_args), Plots.GRBackend, Plots.Attr})
-    precompile(Tuple{typeof(Plots.warnOnUnsupported_scales), Plots.GRBackend, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.warnOnUnsupported_scales), Plots.GRBackend, Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.widen), Float64, Float64, Symbol})
-    precompile(Tuple{typeof(Plots.wrap_surfaces), Base.Dict{Symbol, Any}})
-    precompile(Tuple{typeof(Plots.wraptuple), Array{Any, 1}})
-    precompile(Tuple{typeof(Plots.wraptuple), Array{Float64, 1}})
-    precompile(Tuple{typeof(Plots.wraptuple), Bool})
-    precompile(Tuple{typeof(Plots.wraptuple), Float64})
-    precompile(Tuple{typeof(Plots.wraptuple), Int64})
-    precompile(Tuple{typeof(Plots.wraptuple), Nothing})
-    precompile(Tuple{typeof(Plots.wraptuple), Plots.SeriesAnnotations})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Array{Float64, 1}, Array{Float64, 1}}})
-    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{Float64, Array{Symbol, 2}, Int64}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Float64, Symbol}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Int64, Array{Symbol, 2}}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Int64, Float64, Symbol, Plots.Stroke}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{Int64, Float64, Symbol}})
-    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, Symbol, Int64, Float64}})
-    precompile(Tuple{typeof(Plots.wraptuple), Tuple{}})
-    precompile(Tuple{typeof(Plots.xlims), Plots.Subplot{Plots.GRBackend}})
-    precompile(Tuple{typeof(Plots.yaxis!), String, Symbol})
-    precompile(Tuple{typeof(Plots.ylims), Plots.Subplot{Plots.GRBackend}})
-end

src/precompile_includer.jl

@@ -0,0 +1,88 @@
+should_precompile = true
+
+
+# Don't edit the following! Instead change the script for `snoop_bot`.
+ismultios = true
+ismultiversion = true
+# precompile_enclosure
+@static if !should_precompile
+    # nothing
+elseif !ismultios && !ismultiversion
+    include("../deps/SnoopCompile/precompile/precompile_Plots.jl")
+    _precompile_()
+else
+    @static if Sys.islinux()
+        @static if v"1.3.0-DEV" <= VERSION <= v"1.3.9"
+            include("../deps/SnoopCompile/precompile/linux/1.3/precompile_Plots.jl")
+            _precompile_()
+        elseif v"1.4.0-DEV" <= VERSION <= v"1.4.9"
+            include("../deps/SnoopCompile/precompile/linux/1.4/precompile_Plots.jl")
+            _precompile_()
+        elseif v"1.5.0-DEV" <= VERSION <= v"1.5.9"
+            include("../deps/SnoopCompile/precompile/linux/1.5/precompile_Plots.jl")
+            _precompile_()
+        elseif v"1.6.0-DEV" <= VERSION <= v"1.6.9"
+            include("../deps/SnoopCompile/precompile/linux/1.6/precompile_Plots.jl")
+            _precompile_()
+        else
+            include("../deps/SnoopCompile/precompile/linux/1.4/precompile_Plots.jl")
+            _precompile_()
+        end
+
+    elseif Sys.iswindows()
+        @static if v"1.3.0-DEV" <= VERSION <= v"1.3.9"
+            include("../deps/SnoopCompile/precompile/windows/1.3/precompile_Plots.jl")
+            _precompile_()
+        elseif v"1.4.0-DEV" <= VERSION <= v"1.4.9"
+            include("../deps/SnoopCompile/precompile/windows/1.4/precompile_Plots.jl")
+            _precompile_()
+        elseif v"1.5.0-DEV" <= VERSION <= v"1.5.9"
+            include("../deps/SnoopCompile/precompile/windows/1.5/precompile_Plots.jl")
+            _precompile_()
+        elseif v"1.6.0-DEV" <= VERSION <= v"1.6.9"
+            include("../deps/SnoopCompile/precompile/windows/1.6/precompile_Plots.jl")
+            _precompile_()
+        else
+            include("../deps/SnoopCompile/precompile/windows/1.4/precompile_Plots.jl")
+            _precompile_()
+        end
+
+    elseif Sys.isapple()
+        @static if v"1.3.0-DEV" <= VERSION <= v"1.3.9"
+            include("../deps/SnoopCompile/precompile/apple/1.3/precompile_Plots.jl")
+            _precompile_()
+        elseif v"1.4.0-DEV" <= VERSION <= v"1.4.9"
+            include("../deps/SnoopCompile/precompile/apple/1.4/precompile_Plots.jl")
+            _precompile_()
+        elseif v"1.5.0-DEV" <= VERSION <= v"1.5.9"
+            include("../deps/SnoopCompile/precompile/apple/1.5/precompile_Plots.jl")
+            _precompile_()
+        elseif v"1.6.0-DEV" <= VERSION <= v"1.6.9"
+            include("../deps/SnoopCompile/precompile/apple/1.6/precompile_Plots.jl")
+            _precompile_()
+        else
+            include("../deps/SnoopCompile/precompile/apple/1.4/precompile_Plots.jl")
+            _precompile_()
+        end
+
+    else
+        @static if v"1.3.0-DEV" <= VERSION <= v"1.3.9"
+            include("../deps/SnoopCompile/precompile/linux/1.3/precompile_Plots.jl")
+            _precompile_()
+        elseif v"1.4.0-DEV" <= VERSION <= v"1.4.9"
+            include("../deps/SnoopCompile/precompile/linux/1.4/precompile_Plots.jl")
+            _precompile_()
+        elseif v"1.5.0-DEV" <= VERSION <= v"1.5.9"
+            include("../deps/SnoopCompile/precompile/linux/1.5/precompile_Plots.jl")
+            _precompile_()
+        elseif v"1.6.0-DEV" <= VERSION <= v"1.6.9"
+            include("../deps/SnoopCompile/precompile/linux/1.6/precompile_Plots.jl")
+            _precompile_()
+        else
+            include("../deps/SnoopCompile/precompile/linux/1.4/precompile_Plots.jl")
+            _precompile_()
+        end
+
+    end
+
+end # precompile_enclosure

src/recipes.jl

@@ -71,8 +71,9 @@ const POTENTIAL_VECTOR_ARGUMENTS = [
     :marker_z,
     :markerstrokecolor,
     :markerstrokealpha,
+    :xerror,
     :yerror,
-    :yerror,
+    :zerror,
     :series_annotations,
     :fillrange,
 ]
@@ -111,7 +112,7 @@ end
 
 @recipe function f(::Type{Val{:hline}}, x, y, z)
     n = length(y)
-    newx = repeat(Float64[-1, 1, NaN], n)
+    newx = repeat(Float64[1, 2,  NaN], n)
     newy = vec(Float64[yi for i = 1:3, yi in y])
     x := newx
     y := newy
@@ -123,7 +124,7 @@ 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, 1, NaN], n)
+    newy = repeat(Float64[1, 2, NaN], n)
     x := newx
     y := newy
     seriestype := :straightline
@@ -457,7 +458,9 @@ end
     ()
 end
 @deps plots_heatmap shape
-
+is_3d(::Type{Val{:plots_heatmap}}) = true
+RecipesPipeline.is_surface(::Type{Val{:plots_heatmap}}) = true
+RecipesPipeline.is_surface(::Type{Val{:hexbin}}) = true
 # ---------------------------------------------------------------------------
 # Histograms
 
@@ -535,14 +538,19 @@ end
 @recipe function f(::Type{Val{:scatterbins}}, x, y, z)
     edge, weights, xscale, yscale, baseline =
         _preprocess_binlike(plotattributes, x, y)
-    xerror := diff(edge) / 2
+    @series begin
+        x := _bin_centers(edge)
+        xerror := diff(edge) / 2
+        primary := false
+        seriestype := :xerror
+        ()
+    end
     x := _bin_centers(edge)
     y := weights
     seriestype := :scatter
     ()
 end
-@deps scatterbins scatter
-
+@deps scatterbins xerror scatter
 
 function _stepbins_path(
     edge,
@@ -883,6 +891,28 @@ end
 end
 
 
+# ---------------------------------------------------------------------------
+# pie
+@recipe function f(::Type{Val{:pie}}, x, y, z)
+    framestyle --> :none
+    aspect_ratio --> true
+    s = sum(y)
+    θ = 0
+    for i in eachindex(y)
+        θ_new = θ + 2π * y[i] / s
+        coords = [(0.0, 0.0); partialcircle(θ, θ_new, 50)]
+        @series begin
+            seriestype := :shape
+            label --> string(x[i])
+            x := first.(coords)
+            y := last.(coords)
+        end
+        θ = θ_new
+    end
+end
+@deps pie shape
+
+
 # ---------------------------------------------------------------------------
 # scatter 3d
 
@@ -997,8 +1027,23 @@ 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[:linecolor] = plotattributes[:markerstrokecolor]
+    plotattributes[:markercolor] = msc
+    plotattributes[:linecolor] = msc
     plotattributes[:linewidth] = plotattributes[:markerstrokewidth]
     plotattributes[:label] = ""
 end
@@ -1012,53 +1057,66 @@ function error_zipit(ebar)
     end
 end
 
-function error_coords(xorig, yorig, ebar)
-    # init empty x/y, and zip errors if passed Tuple{Vector,Vector}
-    x, y = Array{float_extended_type(xorig)}(undef, 0), Array{Float64}(undef, 0)
-    # for each point, create a line segment from the bottom to the top of the errorbar
-    for i = 1:max(length(xorig), length(yorig))
-        xi = _cycle(xorig, i)
-        yi = _cycle(yorig, i)
-        ebi = _cycle(ebar, i)
-        nanappend!(x, [xi, xi])
-        e1, e2 = if istuple(ebi)
-            first(ebi), last(ebi)
-        elseif isscalar(ebi)
-            ebi, ebi
-        else
-            error("unexpected ebi type $(typeof(ebi)) for errorbar: $ebi")
+error_tuple(x) = x, x
+error_tuple(x::Tuple) = x
+
+function error_coords(errorbar, errordata, otherdata...)
+    ed = Vector{float_extended_type(errordata)}(undef, 0)
+    od = [Vector{float_extended_type(odi)}(undef, 0) for odi in otherdata]
+    for (i, edi) in enumerate(errordata)
+        for (j, odj) in enumerate(otherdata)
+            odi = _cycle(odj, i)
+            nanappend!(od[j], [odi, odi])
         end
-        nanappend!(y, [yi - e1, yi + e2])
+        e1, e2 = error_tuple(_cycle(errorbar, i))
+        nanappend!(ed, [edi - e1, edi + e2])
     end
-    x, y
+    return (ed, od...)
 end
 
 # we will create a series of path segments, where each point represents one
 # side of an errorbar
-@recipe function f(::Type{Val{:yerror}}, x, y, z)
-    error_style!(plotattributes)
-    markershape := :hline
-    plotattributes[:x], plotattributes[:y] = error_coords(
-        plotattributes[:x],
-        plotattributes[:y],
-        error_zipit(plotattributes[:yerror]),
-    )
-    ()
-end
-@deps yerror path
 
 @recipe function f(::Type{Val{:xerror}}, x, y, z)
     error_style!(plotattributes)
     markershape := :vline
-    plotattributes[:y], plotattributes[:x] = error_coords(
-        plotattributes[:y],
-        plotattributes[:x],
-        error_zipit(plotattributes[:xerror]),
-    )
+    xerr = error_zipit(plotattributes[:xerror])
+    if z === nothing
+        plotattributes[:x], plotattributes[:y] = error_coords(xerr, x, y)
+    else
+        plotattributes[:x], plotattributes[:y], plotattributes[:z] =
+            error_coords(xerr, x, y, z)
+    end
     ()
 end
 @deps xerror path
 
+@recipe function f(::Type{Val{:yerror}}, x, y, z)
+    error_style!(plotattributes)
+    markershape := :hline
+    yerr = error_zipit(plotattributes[:yerror])
+    if z === nothing
+        plotattributes[:y], plotattributes[:x] = error_coords(yerr, y, x)
+    else
+        plotattributes[:y], plotattributes[:x], plotattributes[:z] =
+            error_coords(yerr, y, x, z)
+    end
+    ()
+end
+@deps yerror path
+
+@recipe function f(::Type{Val{:zerror}}, x, y, z)
+    error_style!(plotattributes)
+    markershape := :hline
+    if z !== nothing
+        zerr = error_zipit(plotattributes[:zerror])
+        plotattributes[:z], plotattributes[:x], plotattributes[:y] =
+            error_coords(zerr, z, x, y)
+    end
+    ()
+end
+@deps zerror path
+
 
 # TODO: move quiver to PlotRecipes
 
@@ -1149,7 +1207,7 @@ function quiver_using_hack(plotattributes::AKW)
         )
     end
 
-    plotattributes[:x], plotattributes[:y] = Plots.unzip(pts[2:end])
+    plotattributes[:x], plotattributes[:y] = RecipesPipeline.unzip(pts[2:end])
     # KW[plotattributes]
 end
 
@@ -1165,6 +1223,118 @@ end
 @deps quiver shape path
 
 
+# --------------------------------------------------------------------
+# 1 argument
+# --------------------------------------------------------------------
+
+# images - grays
+function clamp_greys!(mat::AMat{<:Gray})
+    for i in eachindex(mat)
+        mat[i].val < 0 && (mat[i] = Gray(0))
+        mat[i].val > 1 && (mat[i] = Gray(1))
+    end
+    mat
+end
+
+@recipe function f(mat::AMat{<:Gray})
+    n, m = axes(mat)
+    if is_seriestype_supported(:image)
+        seriestype := :image
+        yflip --> true
+        SliceIt, m, n, Surface(clamp_greys!(mat))
+    else
+        seriestype := :heatmap
+        yflip --> true
+        colorbar --> false
+        fillcolor --> cgrad([:black, :white])
+        SliceIt, m, n, Surface(clamp!(convert(Matrix{Float64}, mat), 0.0, 1.0))
+    end
+end
+
+# images - colors
+@recipe function f(mat::AMat{T}) where {T <: Colorant}
+    n, m = axes(mat)
+
+    if is_seriestype_supported(:image)
+        seriestype := :image
+        yflip --> true
+        SliceIt, m, n, Surface(mat)
+    else
+        seriestype := :heatmap
+        yflip --> true
+        colorbar --> false
+        aspect_ratio --> :equal
+        z, plotattributes[:fillcolor] = replace_image_with_heatmap(mat)
+        SliceIt, m, n, Surface(z)
+    end
+end
+
+# plotting arbitrary shapes/polygons
+
+@recipe function f(shape::Shape)
+    seriestype --> :shape
+    coords(shape)
+end
+
+@recipe function f(shapes::AVec{Shape})
+    seriestype --> :shape
+    coords(shapes)
+end
+
+@recipe function f(shapes::AMat{Shape})
+    seriestype --> :shape
+    for j in axes(shapes, 2)
+        @series coords(vec(shapes[:, j]))
+    end
+end
+
+
+# --------------------------------------------------------------------
+# 3 arguments
+# --------------------------------------------------------------------
+
+# images - grays
+@recipe function f(x::AVec, y::AVec, mat::AMat{T}) where {T <: Gray}
+    if is_seriestype_supported(:image)
+        seriestype := :image
+        yflip --> true
+        SliceIt, x, y, Surface(mat)
+    else
+        seriestype := :heatmap
+        yflip --> true
+        colorbar --> false
+        fillcolor --> cgrad([:black, :white])
+        SliceIt, x, y, Surface(convert(Matrix{Float64}, mat))
+    end
+end
+
+# images - colors
+@recipe function f(x::AVec, y::AVec, mat::AMat{T}) where {T <: Colorant}
+    if is_seriestype_supported(:image)
+        seriestype := :image
+        yflip --> true
+        SliceIt, x, y, Surface(mat)
+    else
+        seriestype := :heatmap
+        yflip --> true
+        colorbar --> false
+        z, plotattributes[:fillcolor] = replace_image_with_heatmap(mat)
+        SliceIt, x, y, Surface(z)
+    end
+end
+
+# --------------------------------------------------------------------
+# Lists of tuples and GeometryBasics.Points
+# --------------------------------------------------------------------
+@recipe f(v::AVec{<:_Point}) = RecipesPipeline.unzip(v)
+@recipe f(p::_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)
+
+
 # -------------------------------------------------
 
 # TODO: move OHLC to PlotRecipes finance.jl
@@ -1260,9 +1430,9 @@ end
 @recipe function f(::Type{Val{:spy}}, x, y, z)
     yflip := true
     aspect_ratio := 1
-    rs, cs, zs = findnz(z.surf)
-    xlim := ignorenan_extrema(cs)
-    ylim := ignorenan_extrema(rs)
+    rs, cs, zs = Plots.findnz(z.surf)
+    xlims := ignorenan_extrema(cs)
+    ylims := ignorenan_extrema(rs)
     if plotattributes[:markershape] == :none
         markershape := :circle
     end
@@ -1280,6 +1450,18 @@ end
     ()
 end
 
+
+Plots.findnz(A::AbstractSparseMatrix) = findnz(A)
+
+# fallback function for finding non-zero elements of non-sparse matrices
+function Plots.findnz(A::AbstractMatrix)
+    keysnz = findall(!iszero, A)
+    rs = [k[1] for k in keysnz]
+    cs = [k[2] for k in keysnz]
+    zs = A[keysnz]
+    rs, cs, zs
+end
+
 # -------------------------------------------------
 
 "Adds ax+b... straight line over the current plot, without changing the axis limits"
@@ -1288,26 +1470,6 @@ abline!(plt::Plot, a, b; kw...) =
 
 abline!(args...; kw...) = abline!(current(), args...; kw...)
 
-
-# -------------------------------------------------
-# Dates & Times
-
-dateformatter(dt) = string(Date(Dates.UTD(dt)))
-datetimeformatter(dt) = string(DateTime(Dates.UTM(dt)))
-timeformatter(t) = string(Dates.Time(Dates.Nanosecond(t)))
-
-@recipe f(::Type{Date}, dt::Date) = (dt -> Dates.value(dt), dateformatter)
-@recipe f(::Type{DateTime}, dt::DateTime) =
-    (dt -> Dates.value(dt), datetimeformatter)
-@recipe f(::Type{Dates.Time}, t::Dates.Time) = (t -> Dates.value(t), timeformatter)
-@recipe f(::Type{P}, t::P) where {P<:Dates.Period} =
-    (t -> Dates.value(t), t -> string(P(t)))
-
-# -------------------------------------------------
-# Characters
-
-@recipe f(::Type{<:AbstractChar}, ::AbstractChar) = (string, string)
-
 # -------------------------------------------------
 # Complex Numbers
 
@@ -1327,50 +1489,6 @@ end
 end
 
 
-# --------------------------------------------------
-# Color Gradients
-
-@userplot ShowLibrary
-@recipe function f(cl::ShowLibrary)
-    if !(length(cl.args) == 1 && isa(cl.args[1], Symbol))
-        error("showlibrary takes the name of a color library as a Symbol")
-    end
-
-    library = PlotUtils.color_libraries[cl.args[1]]
-    z = sqrt.((1:15) * reshape(1:20, 1, :))
-
-    seriestype := :heatmap
-    ticks := nothing
-    legend := false
-
-    layout --> length(library.lib)
-
-    i = 0
-    for grad in sort(collect(keys(library.lib)))
-        @series begin
-            seriescolor := cgrad(grad, cl.args[1])
-            title := string(grad)
-            subplot := i += 1
-            z
-        end
-    end
-end
-
-@userplot ShowGradient
-@recipe function f(grad::ShowGradient)
-    if !(length(grad.args) == 1 && isa(grad.args[1], Symbol))
-        error("showgradient takes the name of a color gradient as a Symbol")
-    end
-    z = sqrt.((1:15) * reshape(1:20, 1, :))
-    seriestype := :heatmap
-    ticks := nothing
-    legend := false
-    seriescolor := grad.args[1]
-    title := string(grad.args[1])
-    z
-end
-
-
 # Moved in from PlotRecipes - see: http://stackoverflow.com/a/37732384/5075246
 @userplot PortfolioComposition
 

src/series.jl

@@ -1,652 +0,0 @@
-
-
-# create a new "build_series_args" which converts all inputs into xs = Any[xitems], ys = Any[yitems].
-# Special handling for: no args, xmin/xmax, parametric, dataframes
-# Then once inputs have been converted, build the series args, map functions, etc.
-# This should cut down on boilerplate code and allow more focused dispatch on type
-# note: returns meta information... mainly for use with automatic labeling from DataFrames for now
-
-const FuncOrFuncs{F} = Union{F, Vector{F}, Matrix{F}}
-const MaybeNumber = Union{Number, Missing}
-const MaybeString = Union{AbstractString, Missing}
-const DataPoint = Union{MaybeNumber, MaybeString}
-
-prepareSeriesData(x) = error("Cannot convert $(typeof(x)) to series data for plotting")
-prepareSeriesData(::Nothing) = nothing
-prepareSeriesData(t::Tuple{T, T}) where {T<:Number} = t
-prepareSeriesData(f::Function) = f
-prepareSeriesData(a::AbstractArray{<:MaybeNumber}) = replace!(
-                                    x -> ismissing(x) || isinf(x) ? NaN : x,
-                                    map(float,a))
-prepareSeriesData(a::AbstractArray{<:MaybeString}) = replace(x -> ismissing(x) ? "" : x, a)
-prepareSeriesData(s::Surface{<:AMat{<:MaybeNumber}}) = Surface(prepareSeriesData(s.surf))
-prepareSeriesData(s::Surface) = s  # non-numeric Surface, such as an image
-prepareSeriesData(v::Volume) = Volume(prepareSeriesData(v.v), v.x_extents, v.y_extents, v.z_extents)
-
-# default: assume x represents a single series
-convertToAnyVector(x, plotattributes) = Any[prepareSeriesData(x)]
-
-# fixed number of blank series
-convertToAnyVector(n::Integer, plotattributes) = Any[zeros(0) for i in 1:n]
-
-# vector of data points is a single series
-convertToAnyVector(v::AVec{<:DataPoint}, plotattributes) = Any[prepareSeriesData(v)]
-
-# list of things (maybe other vectors, functions, or something else)
-function convertToAnyVector(v::AVec, plotattributes)
-    if all(x -> x isa MaybeNumber, v)
-        convertToAnyVector(Vector{MaybeNumber}(v), plotattributes)
-    elseif all(x -> x isa MaybeString, v)
-        convertToAnyVector(Vector{MaybeString}(v), plotattributes)
-    else
-        vcat((convertToAnyVector(vi, plotattributes) for vi in v)...)
-    end
-end
-
-# Matrix is split into columns
-function convertToAnyVector(v::AMat{<:DataPoint}, plotattributes)
-    if all3D(plotattributes)
-        Any[prepareSeriesData(Surface(v))]
-    else
-        Any[prepareSeriesData(v[:, i]) for i in axes(v, 2)]
-    end
-end
-
-# --------------------------------------------------------------------
-# Fillranges & ribbons
-
-
-process_fillrange(range::Number, plotattributes) = [range]
-process_fillrange(range, plotattributes) = convertToAnyVector(range, plotattributes)
-
-process_ribbon(ribbon::Number, plotattributes) = [ribbon]
-process_ribbon(ribbon, plotattributes) = convertToAnyVector(ribbon, plotattributes)
-# ribbon as a tuple: (lower_ribbons, upper_ribbons)
-process_ribbon(ribbon::Tuple{Any,Any}, plotattributes) = collect(zip(convertToAnyVector(ribbon[1], plotattributes),
-                                                     convertToAnyVector(ribbon[2], plotattributes)))
-
-
-# --------------------------------------------------------------------
-
-# TODO: can we avoid the copy here?  one error that crops up is that mapping functions over the same array
-#       result in that array being shared.  push!, etc will add too many items to that array
-
-compute_x(x::Nothing, y::Nothing, z)      = axes(z,1)
-compute_x(x::Nothing, y, z)            = axes(y,1)
-compute_x(x::Function, y, z)        = map(x, y)
-compute_x(x, y, z)                  = copy(x)
-
-# compute_y(x::Void, y::Function, z)  = error()
-compute_y(x::Nothing, y::Nothing, z)      = axes(z,2)
-compute_y(x, y::Function, z)        = map(y, x)
-compute_y(x, y, z)                  = copy(y)
-
-compute_z(x, y, z::Function)        = map(z, x, y)
-compute_z(x, y, z::AbstractMatrix)  = Surface(z)
-compute_z(x, y, z::Nothing)            = nothing
-compute_z(x, y, z)                  = copy(z)
-
-nobigs(v::AVec{BigFloat}) = map(Float64, v)
-nobigs(v::AVec{BigInt}) = map(Int64, v)
-nobigs(v) = v
-
-@noinline function compute_xyz(x, y, z)
-    x = compute_x(x,y,z)
-    y = compute_y(x,y,z)
-    z = compute_z(x,y,z)
-    nobigs(x), nobigs(y), nobigs(z)
-end
-
-# not allowed
-compute_xyz(x::Nothing, y::FuncOrFuncs{F}, z) where {F<:Function}       = error("If you want to plot the function `$y`, you need to define the x values!")
-compute_xyz(x::Nothing, y::Nothing, z::FuncOrFuncs{F}) where {F<:Function} = error("If you want to plot the function `$z`, you need to define x and y values!")
-compute_xyz(x::Nothing, y::Nothing, z::Nothing)        = error("x/y/z are all nothing!")
-
-# --------------------------------------------------------------------
-
-
-# we are going to build recipes to do the processing and splitting of the args
-
-# ensure we dispatch to the slicer
-struct SliceIt end
-
-# the catch-all recipes
-@recipe function f(::Type{SliceIt}, x, y, z)
-
-    # handle data with formatting attached
-    if typeof(x) <: Formatted
-        xformatter := x.formatter
-        x = x.data
-    end
-    if typeof(y) <: Formatted
-        yformatter := y.formatter
-        y = y.data
-    end
-    if typeof(z) <: Formatted
-        zformatter := z.formatter
-        z = z.data
-    end
-
-    xs = convertToAnyVector(x, plotattributes)
-    ys = convertToAnyVector(y, plotattributes)
-    zs = convertToAnyVector(z, plotattributes)
-
-
-    fr = pop!(plotattributes, :fillrange, nothing)
-    fillranges = process_fillrange(fr, plotattributes)
-    mf = length(fillranges)
-
-    rib = pop!(plotattributes, :ribbon, nothing)
-    ribbons = process_ribbon(rib, plotattributes)
-    mr = length(ribbons)
-
-    # @show zs
-
-    mx = length(xs)
-    my = length(ys)
-    mz = length(zs)
-    if mx > 0 && my > 0 && mz > 0
-        for i in 1:max(mx, my, mz)
-            # add a new series
-            di = copy(plotattributes)
-            xi, yi, zi = xs[mod1(i,mx)], ys[mod1(i,my)], zs[mod1(i,mz)]
-            di[:x], di[:y], di[:z] = compute_xyz(xi, yi, zi)
-
-            # handle fillrange
-            fr = fillranges[mod1(i,mf)]
-            di[:fillrange] = isa(fr, Function) ? map(fr, di[:x]) : fr
-
-            # handle ribbons
-            rib = ribbons[mod1(i,mr)]
-            di[:ribbon] = isa(rib, Function) ? map(rib, di[:x]) : rib
-
-            push!(series_list, RecipeData(di, ()))
-        end
-    end
-    nothing  # don't add a series for the main block
-end
-
-# this is the default "type recipe"... just pass the object through
-@recipe f(::Type{T}, v::T) where {T<:Any} = v
-
-# this should catch unhandled "series recipes" and error with a nice message
-@recipe f(::Type{V}, x, y, z) where {V<:Val} = error("The backend must not support the series type $V, and there isn't a series recipe defined.")
-
-_apply_type_recipe(plotattributes, v) = RecipesBase.apply_recipe(plotattributes, typeof(v), v)[1].args[1]
-
-# Handle type recipes when the recipe is defined on the elements.
-# This sort of recipe should return a pair of functions... one to convert to number,
-# and one to format tick values.
-function _apply_type_recipe(plotattributes, v::AbstractArray)
-    isempty(skipmissing(v)) && return Float64[]
-    x = first(skipmissing(v))
-    args = RecipesBase.apply_recipe(plotattributes, typeof(x), x)[1].args
-    if length(args) == 2 && typeof(args[1]) <: Function && typeof(args[2]) <: Function
-        numfunc, formatter = args
-        Formatted(map(numfunc, v), formatter)
-    else
-        v
-    end
-end
-
-# # special handling for Surface... need to properly unwrap and re-wrap
-# function _apply_type_recipe(plotattributes, v::Surface)
-#     T = eltype(v.surf)
-#     @show T
-#     if T <: Integer || T <: AbstractFloat
-#         v
-#     else
-#         ret = _apply_type_recipe(plotattributes, v.surf)
-#         if typeof(ret) <: Formatted
-#             Formatted(Surface(ret.data), ret.formatter)
-#         else
-#             v
-#         end
-#     end
-# end
-
-# don't do anything for ints or floats
-_apply_type_recipe(plotattributes, v::AbstractArray{T}) where {T<:Union{Integer,AbstractFloat}} = v
-
-# handle "type recipes" by converting inputs, and then either re-calling or slicing
-@recipe function f(x, y, z)
-    did_replace = false
-    newx = _apply_type_recipe(plotattributes, x)
-    x === newx || (did_replace = true)
-    newy = _apply_type_recipe(plotattributes, y)
-    y === newy || (did_replace = true)
-    newz = _apply_type_recipe(plotattributes, z)
-    z === newz || (did_replace = true)
-    if did_replace
-        newx, newy, newz
-    else
-        SliceIt, x, y, z
-    end
-end
-@recipe function f(x, y)
-    did_replace = false
-    newx = _apply_type_recipe(plotattributes, x)
-    x === newx || (did_replace = true)
-    newy = _apply_type_recipe(plotattributes, y)
-    y === newy || (did_replace = true)
-    if did_replace
-        newx, newy
-    else
-        SliceIt, x, y, nothing
-    end
-end
-@recipe function f(y)
-    newy = _apply_type_recipe(plotattributes, y)
-    if y !== newy
-        newy
-    else
-        SliceIt, nothing, y, nothing
-    end
-end
-
-# if there's more than 3 inputs, it can't be passed directly to SliceIt
-# so we'll apply_type_recipe to all of them
-@recipe function f(v1, v2, v3, v4, vrest...)
-    did_replace = false
-    newargs = map(v -> begin
-        newv = _apply_type_recipe(plotattributes, v)
-        if newv !== v
-            did_replace = true
-        end
-        newv
-    end, (v1, v2, v3, v4, vrest...))
-    if !did_replace
-        error("Couldn't process recipe args: $(map(typeof, (v1, v2, v3, v4, vrest...)))")
-    end
-    newargs
-end
-
-
-# # --------------------------------------------------------------------
-# # 1 argument
-# # --------------------------------------------------------------------
-
-# helper function to ensure relevant attributes are wrapped by Surface
-function wrap_surfaces(plotattributes::AKW)
-    if haskey(plotattributes, :fill_z)
-        v = plotattributes[:fill_z]
-        if !isa(v, Surface)
-            plotattributes[:fill_z] = Surface(v)
-        end
-    end
-end
-
-@recipe f(n::Integer) = is3d(get(plotattributes,:seriestype,:path)) ? (SliceIt, n, n, n) : (SliceIt, n, n, nothing)
-
-all3D(plotattributes) = trueOrAllTrue(st -> st in (:contour, :contourf, :heatmap, :surface, :wireframe, :contour3d, :image, :plots_heatmap), get(plotattributes, :seriestype, :none))
-
-# return a surface if this is a 3d plot, otherwise let it be sliced up
-@recipe function f(mat::AMat{T}) where T<:Union{Integer,AbstractFloat,Missing}
-    if all3D(plotattributes)
-        n,m = axes(mat)
-        wrap_surfaces(plotattributes)
-        SliceIt, m, n, Surface(mat)
-    else
-        SliceIt, nothing, mat, nothing
-    end
-end
-
-# if a matrix is wrapped by Formatted, do similar logic, but wrap data with Surface
-@recipe function f(fmt::Formatted{T}) where T<:AbstractMatrix
-    if all3D(plotattributes)
-        mat = fmt.data
-        n,m = axes(mat)
-        wrap_surfaces(plotattributes)
-        SliceIt, m, n, Formatted(Surface(mat), fmt.formatter)
-    else
-        SliceIt, nothing, fmt, nothing
-    end
-end
-
-# assume this is a Volume, so construct one
-@recipe function f(vol::AbstractArray{T,3}, args...) where T<:Union{Number,Missing}
-    seriestype := :volume
-    SliceIt, nothing, Volume(vol, args...), nothing
-end
-
-
-# # images - grays
-function clamp_greys!(mat::AMat{T}) where T<:Gray
-    for i in eachindex(mat)
-        mat[i].val < 0 && (mat[i] = Gray(0))
-        mat[i].val > 1 && (mat[i] = Gray(1))
-    end
-    mat
-end
-
-@recipe function f(mat::AMat{T}) where T<:Gray
-    n, m = axes(mat)
-    if is_seriestype_supported(:image)
-        seriestype := :image
-        yflip --> true
-        SliceIt, m, n, Surface(clamp_greys!(mat))
-    else
-        seriestype := :heatmap
-        yflip --> true
-        cbar --> false
-        fillcolor --> ColorGradient([:black, :white])
-        SliceIt, m, n, Surface(clamp!(convert(Matrix{Float64}, mat), 0., 1.))
-    end
-end
-
-# # images - colors
-
-@recipe function f(mat::AMat{T}) where T<:Colorant
-	n, m = axes(mat)
-
-    if is_seriestype_supported(:image)
-        seriestype := :image
-        yflip --> true
-        SliceIt, m, n, Surface(mat)
-    else
-        seriestype := :heatmap
-        yflip --> true
-        cbar --> false
-        aspect_ratio --> :equal
-        z, plotattributes[:fillcolor] = replace_image_with_heatmap(mat)
-        SliceIt, m, n, Surface(z)
-    end
-end
-
-#
-# # plotting arbitrary shapes/polygons
-
-@recipe function f(shape::Shape)
-    seriestype --> :shape
-    coords(shape)
-end
-
-@recipe function f(shapes::AVec{Shape})
-    seriestype --> :shape
-    coords(shapes)
-end
-
-@recipe function f(shapes::AMat{Shape})
-    seriestype --> :shape
-    for j in axes(shapes,2)
-        @series coords(vec(shapes[:,j]))
-    end
-end
-
-# Dicts: each entry is a data point (x,y)=(key,value)
-
-@recipe f(d::AbstractDict) = collect(keys(d)), collect(values(d))
-
-# function without range... use the current range of the x-axis
-
-@recipe function f(f::FuncOrFuncs{F}) where F<:Function
-    plt = plotattributes[:plot_object]
-    xmin, xmax = if haskey(plotattributes, :xlims)
-        plotattributes[:xlims]
-    else
-        try
-            axis_limits(plt[1], :x)
-        catch
-            xinv = invscalefunc(get(plotattributes, :xscale, :identity))
-            xm = tryrange(f, xinv.([-5,-1,0,0.01]))
-            xm, tryrange(f, filter(x->x>xm, xinv.([5,1,0.99, 0, -0.01])))
-        end
-    end
-
-    f, xmin, xmax
-end
-
-# try some intervals over which the function may be defined
-function tryrange(F::AbstractArray, vec)
-    rets = [tryrange(f, vec) for f in F] # get the preferred for each
-    maxind = maximum(indexin(rets, vec)) # get the last attempt that succeeded (most likely to fit all)
-    rets .= [tryrange(f, vec[maxind:maxind]) for f in F] # ensure that all functions compute there
-    rets[1]
-end
-
-function tryrange(F, vec)
-    for v in vec
-        try
-            tmp = F(v)
-            return v
-        catch
-        end
-    end
-    error("$F is not a Function, or is not defined at any of the values $vec")
-end
-#
-# # --------------------------------------------------------------------
-# # 2 arguments
-# # --------------------------------------------------------------------
-#
-#
-# # if functions come first, just swap the order (not to be confused with parametric functions...
-# # as there would be more than one function passed in)
-
-@recipe function f(f::FuncOrFuncs{F}, x) where F<:Function
-    F2 = typeof(x)
-    @assert !(F2 <: Function || (F2 <: AbstractArray && F2.parameters[1] <: Function))  # otherwise we'd hit infinite recursion here
-    x, f
-end
-
-#
-# # --------------------------------------------------------------------
-# # 3 arguments
-# # --------------------------------------------------------------------
-#
-#
-# # 3d line or scatter
-
-@recipe function f(x::AVec, y::AVec, z::AVec)
-    # st = get(plotattributes, :seriestype, :none)
-    # if st == :scatter
-    #     plotattributes[:seriestype] = :scatter3d
-    # elseif !is3d(st)
-    #     plotattributes[:seriestype] = :path3d
-    # end
-    SliceIt, x, y, z
-end
-
-@recipe function f(x::AMat, y::AMat, z::AMat)
-    # st = get(plotattributes, :seriestype, :none)
-    # if size(x) == size(y) == size(z)
-    #     if !is3d(st)
-    #         seriestype := :path3d
-    #     end
-    # end
-    wrap_surfaces(plotattributes)
-    SliceIt, x, y, z
-end
-
-#
-# # surface-like... function
-
-@recipe function f(x::AVec, y::AVec, zf::Function)
-    # x = X <: Number ? sort(x) : x
-    # y = Y <: Number ? sort(y) : y
-    wrap_surfaces(plotattributes)
-    SliceIt, x, y, Surface(zf, x, y)  # TODO: replace with SurfaceFunction when supported
-end
-
-#
-# # surface-like... matrix grid
-
-@recipe function f(x::AVec, y::AVec, z::AMat)
-    if !like_surface(get(plotattributes, :seriestype, :none))
-        plotattributes[:seriestype] = :contour
-    end
-    wrap_surfaces(plotattributes)
-    SliceIt, x, y, Surface(z)
-end
-
-# # images - grays
-
-@recipe function f(x::AVec, y::AVec, mat::AMat{T}) where T<:Gray
-    if is_seriestype_supported(:image)
-        seriestype := :image
-        yflip --> true
-        SliceIt, x, y, Surface(mat)
-    else
-        seriestype := :heatmap
-        yflip --> true
-        cbar --> false
-        fillcolor --> ColorGradient([:black, :white])
-        SliceIt, x, y, Surface(convert(Matrix{Float64}, mat))
-    end
-end
-
-# # images - colors
-
-@recipe function f(x::AVec, y::AVec, mat::AMat{T}) where T<:Colorant
-    if is_seriestype_supported(:image)
-        seriestype := :image
-        yflip --> true
-        SliceIt, x, y, Surface(mat)
-    else
-        seriestype := :heatmap
-        yflip --> true
-        cbar --> false
-        z, plotattributes[:fillcolor] = replace_image_with_heatmap(mat)
-        SliceIt, x, y, Surface(z)
-    end
-end
-
-#
-#
-# # --------------------------------------------------------------------
-# # Parametric functions
-# # --------------------------------------------------------------------
-
-#
-# # special handling... xmin/xmax with parametric function(s)
-@recipe function f(f::Function, xmin::Number, xmax::Number)
-    xscale, yscale = [get(plotattributes, sym, :identity) for sym=(:xscale,:yscale)]
-    _scaled_adapted_grid(f, xscale, yscale, xmin, xmax)
-end
-@recipe function f(fs::AbstractArray{F}, xmin::Number, xmax::Number) where F<:Function
-    xscale, yscale = [get(plotattributes, sym, :identity) for sym=(:xscale,:yscale)]
-    xs = Array{Any}(undef, length(fs))
-    ys = Array{Any}(undef, length(fs))
-    for (i, (x, y)) in enumerate(_scaled_adapted_grid(f, xscale, yscale, xmin, xmax) for f in fs)
-        xs[i] = x
-    	ys[i] = y
-    end
-    xs, ys
-end
-@recipe f(fx::FuncOrFuncs{F}, fy::FuncOrFuncs{G}, u::AVec) where {F<:Function,G<:Function}  = mapFuncOrFuncs(fx, u), mapFuncOrFuncs(fy, u)
-@recipe f(fx::FuncOrFuncs{F}, fy::FuncOrFuncs{G}, umin::Number, umax::Number, n = 200) where {F<:Function,G<:Function} = fx, fy, range(umin, stop = umax, length = n)
-
-function _scaled_adapted_grid(f, xscale, yscale, xmin, xmax)
-    (xf, xinv), (yf, yinv) =  ((scalefunc(s),invscalefunc(s)) for s in (xscale,yscale))
-    xs, ys = adapted_grid(yf∘f∘xinv, xf.((xmin, xmax)))
-    xinv.(xs), yinv.(ys)
-end
-
-#
-# # special handling... 3D parametric function(s)
-@recipe function f(fx::FuncOrFuncs{F}, fy::FuncOrFuncs{G}, fz::FuncOrFuncs{H}, u::AVec) where {F<:Function,G<:Function,H<:Function}
-    mapFuncOrFuncs(fx, u), mapFuncOrFuncs(fy, u), mapFuncOrFuncs(fz, u)
-end
-@recipe function f(fx::FuncOrFuncs{F}, fy::FuncOrFuncs{G}, fz::FuncOrFuncs{H}, umin::Number, umax::Number, numPoints = 200) where {F<:Function,G<:Function,H<:Function}
-    fx, fy, fz, range(umin, stop = umax, length = numPoints)
-end
-
-#
-#
-# # --------------------------------------------------------------------
-# # Lists of tuples and GeometryTypes.Points
-# # --------------------------------------------------------------------
-#
-
-@recipe f(v::AVec{<:Tuple})               = unzip(v)
-@recipe f(v::AVec{<:GeometryTypes.Point}) = unzip(v)
-@recipe f(tup::Tuple)             = [tup]
-@recipe f(p::GeometryTypes.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] : unzip(xyuv)
-
-#
-# # --------------------------------------------------------------------
-# # handle grouping
-# # --------------------------------------------------------------------
-
-# @recipe function f(groupby::GroupBy, args...)
-#     for (i,glab) in enumerate(groupby.groupLabels)
-#         # create a new series, with the label of the group, and an idxfilter (to be applied in slice_and_dice)
-#         # TODO: use @series instead
-#         @show i, glab, groupby.groupIds[i]
-#         di = copy(plotattributes)
-#         get!(di, :label, string(glab))
-#         get!(di, :idxfilter, groupby.groupIds[i])
-#         push!(series_list, RecipeData(di, args))
-#     end
-#     nothing
-# end
-
-splittable_kw(key, val, lengthGroup) = false
-splittable_kw(key, val::AbstractArray, lengthGroup) = !(key in (:group, :color_palette)) && length(axes(val,1)) == lengthGroup
-splittable_kw(key, val::Tuple, lengthGroup) = all(splittable_kw.(key, val, lengthGroup))
-splittable_kw(key, val::SeriesAnnotations, lengthGroup) = splittable_kw(key, val.strs, lengthGroup)
-
-split_kw(key, val::AbstractArray, indices) = val[indices, fill(Colon(), ndims(val)-1)...]
-split_kw(key, val::Tuple, indices) = Tuple(split_kw(key, v, indices) for v in val)
-function split_kw(key, val::SeriesAnnotations, indices)
-    split_strs = split_kw(key, val.strs, indices)
-    return SeriesAnnotations(split_strs, val.font, val.baseshape, val.scalefactor)
-end
-
-function groupedvec2mat(x_ind, x, y::AbstractArray, groupby, def_val = y[1])
-    y_mat = Array{promote_type(eltype(y), typeof(def_val))}(undef, length(keys(x_ind)), length(groupby.groupLabels))
-    fill!(y_mat, def_val)
-    for i in eachindex(groupby.groupLabels)
-        xi = x[groupby.groupIds[i]]
-        yi = y[groupby.groupIds[i]]
-        y_mat[getindex.(Ref(x_ind), xi), i] = yi
-    end
-    return y_mat
-end
-
-groupedvec2mat(x_ind, x, y::Tuple, groupby) = Tuple(groupedvec2mat(x_ind, x, v, groupby) for v in y)
-
-group_as_matrix(t) = false
-
-# split the group into 1 series per group, and set the label and idxfilter for each
-@recipe function f(groupby::GroupBy, args...)
-    lengthGroup = maximum(union(groupby.groupIds...))
-    if !(group_as_matrix(args[1]))
-        for (i,glab) in enumerate(groupby.groupLabels)
-            @series begin
-                label     --> string(glab)
-                idxfilter --> groupby.groupIds[i]
-                for (key,val) in plotattributes
-                    if splittable_kw(key, val, lengthGroup)
-                        :($key) := split_kw(key, val, groupby.groupIds[i])
-                    end
-                end
-                args
-            end
-        end
-    else
-        g = args[1]
-        if length(g.args) == 1
-            x = zeros(Int, lengthGroup)
-            for indexes in groupby.groupIds
-                x[indexes] = eachindex(indexes)
-            end
-            last_args = g.args
-        else
-            x = g.args[1]
-            last_args = g.args[2:end]
-        end
-        x_u = unique(sort(x))
-        x_ind = Dict(zip(x_u, eachindex(x_u)))
-        for (key,val) in plotattributes
-            if splittable_kw(key, val, lengthGroup)
-                :($key) := groupedvec2mat(x_ind, x, val, groupby)
-            end
-        end
-        label --> reshape(groupby.groupLabels, 1, :)
-        typeof(g)((x_u, (groupedvec2mat(x_ind, x, arg, groupby, NaN) for arg in last_args)...))
-    end
-end

src/shorthands.jl

@@ -251,7 +251,7 @@ Draw contour lines of the `Surface` z.
 
 # Example
 ```julia-repl
-julia> x = y = range(-20, 20, length = 100)
+julia> x = y = range(-20, stop = 20, length = 100)
 julia> contour(x, y, (x, y) -> x^2 + y^2)
 ```
 """
@@ -271,7 +271,8 @@ Draw a 3D surface plot.
 
 # Example
 ```julia-repl
-julia> x = y = range(-3, 3, length = 100)
+julia> using LinearAlgebra
+julia> x = y = range(-3, stop = 3, length = 100)
 julia> surface(x, y, (x, y) -> sinc(norm([x, y])))
 ```
 """
@@ -380,8 +381,7 @@ julia> curves([1,2,3,4],[1,1,2,4])
 @shorthands curves
 
 "Plot a pie diagram"
-pie(args...; kw...)        = plot(args...; kw...,  seriestype = :pie, aspect_ratio = :equal, grid=false, xticks=nothing, yticks=nothing)
-pie!(args...; kw...)       = plot!(args...; kw..., seriestype = :pie, aspect_ratio = :equal, grid=false, xticks=nothing, yticks=nothing)
+@shorthands pie
 
 "Plot with seriestype :path3d"
 plot3d(args...; kw...)     = plot(args...; kw...,  seriestype = :path3d)
@@ -428,8 +428,8 @@ Add annotations to an existing plot.
 
 # Arguments
 
-- `anns`: An `AbstractVector` of tuples of the form (x,y,text). The text object
-          can be an String or PlotText
+- `anns`: An `AbstractVector` of tuples of the form `(x,y,text)`. The `text` object
+          can be a `String` or `PlotText`.
 
 # Example
 ```julia-repl
@@ -437,8 +437,9 @@ julia> plot(1:10)
 julia> annotate!([(7,3,"(7,3)"),(3,7,text("hey", 14, :left, :top, :green))])
 ```
 """
-annotate!(anns...; kw...)                                        = plot!(; annotation = anns, kw...)
-annotate!(anns::AVec{T}; kw...) where {T<:Tuple}                 = plot!(; annotation = anns, kw...)
+annotate!(anns...; kw...)             = plot!(; annotation = anns, kw...)
+annotate!(anns::Tuple...; kw...)      = plot!(; annotation = collect(anns), kw...)
+annotate!(anns::AVec{<:Tuple}; kw...) = plot!(; annotation = anns, kw...)
 
 "Flip the current plots' x axis"
 xflip!(flip::Bool = true; kw...)                          = plot!(; xflip = flip, kw...)

src/subplots.jl

@@ -7,7 +7,7 @@ function Subplot(::T; parent = RootLayout()) where T<:AbstractBackend
         (20mm, 5mm, 2mm, 10mm),
         defaultbox,
         defaultbox,
-        Attr(KW(), _subplot_defaults),
+        DefaultsDict(KW(), _subplot_defaults),
         nothing,
         nothing
     )
@@ -42,12 +42,24 @@ get_subplot_index(plt::Plot, sp::Subplot) = findfirst(x -> x === sp, plt.subplot
 series_list(sp::Subplot) = sp.series_list # filter(series -> series.plotattributes[:subplot] === sp, sp.plt.series_list)
 
 function should_add_to_legend(series::Series)
-    series.plotattributes[:primary] && series.plotattributes[:label] != "" &&
-        !(series.plotattributes[:seriestype] in (
-            :hexbin,:bins2d,:histogram2d,:hline,:vline,
-            :contour,:contourf,:contour3d,:surface,:wireframe,
-            :heatmap, :pie, :image
-        ))
+    series.plotattributes[:primary] &&
+    series.plotattributes[:label] != "" &&
+    !(
+        series.plotattributes[:seriestype] in (
+            :hexbin,
+            :bins2d,
+            :histogram2d,
+            :hline,
+            :vline,
+            :contour,
+            :contourf,
+            :contour3d,
+            :surface,
+            :wireframe,
+            :heatmap,
+            :image,
+        )
+    )
 end
 
 # ----------------------------------------------------------------------

src/themes.jl

@@ -14,25 +14,15 @@ function _theme(s::Symbol, defaults::AKW; kw...)
 
     # Set the theme's gradient as default
     if haskey(defaults, :colorgradient)
-        PlotUtils.clibrary(:misc)
-        PlotUtils.default_cgrad(default = :sequential, sequential = PlotThemes.gradient_name(s))
-        pop!(defaults, :colorgradient)
+        PlotUtils.default_cgrad(pop!(defaults, :colorgradient))
     else
-        PlotUtils.clibrary(:Plots)
-        PlotUtils.default_cgrad(default = :sequential, sequential = :inferno)
+        PlotUtils.default_cgrad(:default)
     end
 
     # maybe overwrite the theme's gradient
     kw = KW(kw)
     if haskey(kw, :colorgradient)
-        kwgrad = pop!(kw, :colorgradient)
-        for clib in clibraries()
-            if kwgrad in cgradients(clib)
-                PlotUtils.clibrary(clib)
-                PlotUtils.default_cgrad(default = :sequential, sequential = kwgrad)
-                break
-            end
-        end
+        PlotUtils.default_cgrad(pop!(kw, :colorgradient))
     end
 
     # Set the theme's defaults
@@ -57,12 +47,12 @@ _get_showtheme_args(thm::Symbol, func::Symbol) = thm, get(_color_functions, func
     defaults = PlotThemes._themes[thm].defaults
 
     # get the gradient
-    gradient_colors = get(defaults, :colorgradient, cgrad(:inferno).colors)
+    gradient_colors = color_list(cgrad(get(defaults, :colorgradient, :default)))
     colorgradient = cgrad(cfunc.(RGB.(gradient_colors)))
 
     # get the palette
-    palette = get(defaults, :palette, get_color_palette(:auto, plot_color(:white), 17))
-    palette = cfunc.(RGB.(palette))
+    cp = color_list(palette(get(defaults, :palette, :default)))
+    cp = cfunc.(RGB.(cp))
 
     # apply the theme
     for k in keys(defaults)
@@ -89,7 +79,7 @@ _get_showtheme_args(thm::Symbol, func::Symbol) = thm, get(_color_functions, func
     for j in 1:4
         @series begin
             subplot := 1
-            palette := palette
+            color_palette := cp
             seriestype := :path
             cumsum(randn(50))
         end
@@ -97,7 +87,7 @@ _get_showtheme_args(thm::Symbol, func::Symbol) = thm, get(_color_functions, func
         @series begin
             subplot := 2
             seriestype := :scatter
-            palette := palette
+            color_palette := cp
             marker := (:circle, :diamond, :star5, :square)[j]
             randn(10), randn(10)
         end
@@ -106,7 +96,7 @@ _get_showtheme_args(thm::Symbol, func::Symbol) = thm, get(_color_functions, func
     @series begin
         subplot := 3
         seriestype := :histogram
-        palette := palette
+        color_palette := cp
         randn(1000) .+ (0:2:4)'
     end
 

src/types.jl

@@ -18,64 +18,10 @@ end
 wrap(obj::T) where {T} = InputWrapper{T}(obj)
 Base.isempty(wrapper::InputWrapper) = false
 
-
-# -----------------------------------------------------------
-
-struct Attr <: AbstractDict{Symbol,Any}
-    explicit::KW
-    defaults::KW
-end
-
-Base.getindex(attr::Attr, k) = haskey(attr.explicit,k) ?
-                                     attr.explicit[k] : attr.defaults[k]
-Base.haskey(attr::Attr, k) = haskey(attr.explicit,k) || haskey(attr.defaults,k)
-Base.get(attr::Attr, k, default) = haskey(attr, k) ? attr[k] : default
-function Base.get!(attr::Attr, k, default)
-    v = if haskey(attr, k)
-        attr[k]
-    else
-        attr.defaults[k] = default
-    end
-    return v
-end
-function Base.delete!(attr::Attr, k)
-    haskey(attr.explicit, k) && delete!(attr.explicit, k)
-    haskey(attr.defaults, k) && delete!(attr.defaults, k)
-end 
-Base.length(attr::Attr) = length(union(keys(attr.explicit), keys(attr.defaults)))
-function Base.iterate(attr::Attr)
-    exp_keys = keys(attr.explicit)
-    def_keys = setdiff(keys(attr.defaults), exp_keys)
-    key_list = collect(Iterators.flatten((exp_keys, def_keys)))
-    iterate(attr, (key_list, 1))
-end
-function Base.iterate(attr::Attr, (key_list, i))
-    i > length(key_list) && return nothing
-    k = key_list[i]
-    (k=>attr[k], (key_list, i+1))
-end
-
-Base.copy(attr::Attr) = Attr(copy(attr.explicit), attr.defaults)
-
-RecipesBase.is_explicit(attr::Attr, k) = haskey(attr.explicit,k)
-isdefault(attr::Attr, k) = !is_explicit(attr,k) && haskey(attr.defaults,k)
-
-Base.setindex!(attr::Attr, v, k) = attr.explicit[k] = v
-
-# Reset to default value and return dict
-reset_kw!(attr::Attr, k) = is_explicit(attr, k) ? delete!(attr.explicit, k) : attr
-# Reset to default value and return old value
-pop_kw!(attr::Attr, k) = is_explicit(attr, k) ? pop!(attr.explicit, k) : attr.defaults[k]
-pop_kw!(attr::Attr, k, default) = is_explicit(attr, k) ? pop!(attr.explicit, k) : get(attr.defaults, k, default)
-# Fallbacks for dicts without defaults
-reset_kw!(d::AKW, k) = delete!(d, k)
-pop_kw!(d::AKW, k) = pop!(d, k)
-pop_kw!(d::AKW, k, default) = pop!(d, k, default)
-
 # -----------------------------------------------------------
 
 mutable struct Series
-    plotattributes::Attr
+    plotattributes::DefaultsDict
 end
 
 attr(series::Series, k::Symbol) = series.plotattributes[k]
@@ -90,7 +36,7 @@ mutable struct Subplot{T<:AbstractBackend} <: AbstractLayout
     minpad::Tuple # leftpad, toppad, rightpad, bottompad
     bbox::BoundingBox  # the canvas area which is available to this subplot
     plotarea::BoundingBox  # the part where the data goes
-    attr::Attr  # args specific to this subplot
+    attr::DefaultsDict  # args specific to this subplot
     o  # can store backend-specific data... like a pyplot ax
     plt  # the enclosing Plot object (can't give it a type because of no forward declarations)
 end
@@ -102,7 +48,7 @@ Base.show(io::IO, sp::Subplot) = print(io, "Subplot{$(sp[:subplot_index])}")
 # simple wrapper around a KW so we can hold all attributes pertaining to the axis in one place
 mutable struct Axis
     sps::Vector{Subplot}
-    plotattributes::Attr
+    plotattributes::DefaultsDict
 end
 
 mutable struct Extrema
@@ -121,7 +67,7 @@ const SubplotMap = Dict{Any, Subplot}
 mutable struct Plot{T<:AbstractBackend} <: AbstractPlot{T}
     backend::T                   # the backend type
     n::Int                       # number of series
-    attr::Attr            # arguments for the whole plot
+    attr::DefaultsDict            # arguments for the whole plot
     series_list::Vector{Series}  # arguments for each series
     o                            # the backend's plot object
     subplots::Vector{Subplot}
@@ -132,7 +78,7 @@ mutable struct Plot{T<:AbstractBackend} <: AbstractPlot{T}
 end
 
 function Plot()
-    Plot(backend(), 0, Attr(KW(), _plot_defaults), Series[], nothing,
+    Plot(backend(), 0, DefaultsDict(KW(), _plot_defaults), Series[], nothing,
          Subplot[], SubplotMap(), EmptyLayout(),
          Subplot[], false)
 end

src/utils.jl

@@ -1,123 +1,8 @@
 
-calcMidpoints(edges::AbstractVector) = Float64[0.5 * (edges[i] + edges[i+1]) for i in 1:length(edges)-1]
-
-"Make histogram-like bins of data"
-function binData(data, nbins)
-  lo, hi = ignorenan_extrema(data)
-  edges = collect(range(lo, stop=hi, length=nbins+1))
-  midpoints = calcMidpoints(edges)
-  buckets = Int[max(2, min(searchsortedfirst(edges, x), length(edges)))-1 for x in data]
-  counts = zeros(Int, length(midpoints))
-  for b in buckets
-    counts[b] += 1
-  end
-  edges, midpoints, buckets, counts
-end
-
-"""
-A hacky replacement for a histogram when the backend doesn't support histograms directly.
-Convert it into a bar chart with the appropriate x/y values.
-"""
-function histogramHack(; kw...)
-  plotattributes = KW(kw)
-
-  # we assume that the y kwarg is set with the data to be binned, and nbins is also defined
-  edges, midpoints, buckets, counts = binData(plotattributes[:y], plotattributes[:bins])
-  plotattributes[:x] = midpoints
-  plotattributes[:y] = float(counts)
-  plotattributes[:seriestype] = :bar
-  plotattributes[:fillrange] = plotattributes[:fillrange] === nothing ? 0.0 : plotattributes[:fillrange]
-  plotattributes
-end
-
-"""
-A hacky replacement for a bar graph when the backend doesn't support bars directly.
-Convert it into a line chart with fillrange set.
-"""
-function barHack(; kw...)
-  plotattributes = KW(kw)
-  midpoints = plotattributes[:x]
-  heights = plotattributes[:y]
-  fillrange = plotattributes[:fillrange] === nothing ? 0.0 : plotattributes[:fillrange]
-
-  # estimate the edges
-  dists = diff(midpoints) * 0.5
-  edges = zeros(length(midpoints)+1)
-  for i in eachindex(edges)
-    if i == 1
-      edge = midpoints[1] - dists[1]
-    elseif i == length(edges)
-      edge = midpoints[i-1] + dists[i-2]
-    else
-      edge = midpoints[i-1] + dists[i-1]
-    end
-    edges[i] = edge
-  end
-
-  x = Float64[]
-  y = Float64[]
-  for i in eachindex(heights)
-    e1, e2 = edges[i:i+1]
-    append!(x, [e1, e1, e2, e2])
-    append!(y, [fillrange, heights[i], heights[i], fillrange])
-  end
-
-  plotattributes[:x] = x
-  plotattributes[:y] = y
-  plotattributes[:seriestype] = :path
-  plotattributes[:fillrange] = fillrange
-  plotattributes
-end
-
-
-"""
-A hacky replacement for a sticks graph when the backend doesn't support sticks directly.
-Convert it into a line chart that traces the sticks, and a scatter that sets markers at the points.
-"""
-function sticksHack(; kw...)
-  plotattributesLine = KW(kw)
-  plotattributesScatter = copy(plotattributesLine)
-
-  # these are the line vertices
-  x = Float64[]
-  y = Float64[]
-  fillrange = plotattributesLine[:fillrange] === nothing ? 0.0 : plotattributesLine[:fillrange]
-
-  # calculate the vertices
-  yScatter = plotattributesScatter[:y]
-  for (i,xi) in enumerate(plotattributesScatter[:x])
-    yi = yScatter[i]
-    for j in 1:3 push!(x, xi) end
-    append!(y, [fillrange, yScatter[i], fillrange])
-  end
-
-  # change the line args
-  plotattributesLine[:x] = x
-  plotattributesLine[:y] = y
-  plotattributesLine[:seriestype] = :path
-  plotattributesLine[:markershape] = :none
-  plotattributesLine[:fillrange] = nothing
-
-  # change the scatter args
-  plotattributesScatter[:seriestype] = :none
-
-  plotattributesLine, plotattributesScatter
-end
-
-function regressionXY(x, y)
-  # regress
-  β, α = convert(Matrix{Float64}, [x ones(length(x))]) \ convert(Vector{Float64}, y)
-
-  # make a line segment
-  regx = [ignorenan_minimum(x), ignorenan_maximum(x)]
-  regy = β * regx + α
-  regx, regy
-end
-
 function replace_image_with_heatmap(z::Array{T}) where T<:Colorant
     n, m = size(z)
-    colors = ColorGradient(vec(z))
-    newz = reshape(range(0, stop=1, length=n*m), n, m)
+    colors = palette(vec(z))
+    newz = reshape(1:n*m, n, m)
     newz, colors
 end
 
@@ -190,11 +75,15 @@ function iter_segments(series::Series)
         if series[:seriestype] in (:scatter, :scatter3d)
             return [[i] for i in eachindex(y)]
         else
-            return [i:(i + 1) for i in firstindex(y):lastindex(y)-1]
+            if any(isnan,y)
+                return [iter_segments(y)...]
+            else
+                return [i:(i + 1) for i in firstindex(y):lastindex(y)-1]
+            end
         end
     else
         segs = UnitRange{Int}[]
-        args = is3d(series) ? (x, y, z) : (x, y)
+        args = RecipesPipeline.is3d(series) ? (x, y, z) : (x, y)
         for seg in iter_segments(args...)
             push!(segs, seg)
         end
@@ -245,11 +134,13 @@ _cycle(v::AVec, indices::AVec{Int}) = map(i -> _cycle(v,i), indices)
 _cycle(v::AMat, indices::AVec{Int}) = map(i -> _cycle(v,i), indices)
 _cycle(v, indices::AVec{Int})       = fill(v, length(indices))
 
-_cycle(grad::ColorGradient, idx::Int) = _cycle(grad.colors, idx)
-_cycle(grad::ColorGradient, indices::AVec{Int}) = _cycle(grad.colors, indices)
+_cycle(cl::PlotUtils.AbstractColorList, idx::Int) = cl[mod1(idx, end)]
+_cycle(cl::PlotUtils.AbstractColorList, idx::AVec{Int}) = cl[mod1.(idx, end)]
 
-_as_gradient(grad::ColorGradient) = grad
-_as_gradient(c::Colorant) = ColorGradient([c,c])
+_as_gradient(grad) = grad
+_as_gradient(v::AbstractVector{<:Colorant}) = cgrad(v)
+_as_gradient(cp::ColorPalette) = cgrad(cp, categorical = true)
+_as_gradient(c::Colorant) = cgrad([c, c])
 
 makevec(v::AVec) = v
 makevec(v::T) where {T} = T[v]
@@ -258,32 +149,28 @@ makevec(v::T) where {T} = T[v]
 maketuple(x::Real)                     = (x,x)
 maketuple(x::Tuple{T,S}) where {T,S} = x
 
-mapFuncOrFuncs(f::Function, u::AVec)        = map(f, u)
-mapFuncOrFuncs(fs::AVec{F}, u::AVec) where {F<:Function} = [map(f, u) for f in fs]
-
+const _Point{N,T} = Union{GeometryTypes.Point{N,T}, GeometryBasics.Point{N,T}}
 for i in 2:4
-  @eval begin
-    unzip(v::Union{AVec{<:Tuple{Vararg{T,$i} where T}},
-                   AVec{<:GeometryTypes.Point{$i}}}) = $(Expr(:tuple, (:([t[$j] for t in v]) for j=1:i)...))
-  end
+    @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)...))
+    end
 end
 
-unzip(v::Union{AVec{<:GeometryTypes.Point{N}},
+RecipesPipeline.unzip(v::Union{AVec{<:_Point{N}},
                AVec{<:Tuple{Vararg{T,N} where T}}}) where N = error("$N-dimensional unzip not implemented.")
-unzip(v::Union{AVec{<:GeometryTypes.Point},
+RecipesPipeline.unzip(v::Union{AVec{<:_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)
-  try
-    e1, e2 = ignorenan_extrema(x)
-    lims[1] = NaNMath.min(lims[1], e1)
-    lims[2] = NaNMath.max(lims[2], e2)
-  # catch err
-  #   @warn(err)
-  catch
-  end
-  nothing
+    try
+        e1, e2 = ignorenan_extrema(x)
+        lims[1] = NaNMath.min(lims[1], e1)
+        lims[2] = NaNMath.max(lims[2], e2)
+    catch
+    end
+    nothing
 end
 
 expand_data(v, n::Integer) = [_cycle(v, i) for i=1:n]
@@ -301,21 +188,21 @@ function addOrReplace(v::AbstractVector, t::DataType, args...; kw...)
 end
 
 function replaceType(vec, val)
-  filter!(x -> !isa(x, typeof(val)), vec)
-  push!(vec, val)
+    filter!(x -> !isa(x, typeof(val)), vec)
+    push!(vec, val)
 end
 
 function replaceAlias!(plotattributes::AKW, k::Symbol, aliases::Dict{Symbol,Symbol})
-  if haskey(aliases, k)
-    plotattributes[aliases[k]] = pop_kw!(plotattributes, k)
-  end
+    if haskey(aliases, k)
+        plotattributes[aliases[k]] = RecipesPipeline.pop_kw!(plotattributes, k)
+    end
 end
 
 function replaceAliases!(plotattributes::AKW, aliases::Dict{Symbol,Symbol})
-  ks = collect(keys(plotattributes))
-  for k in ks
-      replaceAlias!(plotattributes, k, aliases)
-  end
+    ks = collect(keys(plotattributes))
+    for k in ks
+        replaceAlias!(plotattributes, k, aliases)
+    end
 end
 
 createSegments(z) = collect(repeat(reshape(z,1,:),2,1))[2:end]
@@ -326,28 +213,21 @@ Base.first(x::Symbol) = x
 
 sortedkeys(plotattributes::Dict) = sort(collect(keys(plotattributes)))
 
-
-const _scale_base = Dict{Symbol, Real}(
-    :log10 => 10,
-    :log2 => 2,
-    :ln => ℯ,
-)
-
 function _heatmap_edges(v::AVec, isedges::Bool = false)
-  length(v) == 1 && return v[1] .+ [-0.5, 0.5]
-  if isedges return v end
-  # `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_max = (v[end] - v[end - 1]) / 2
-  vcat(vmin-extra_min, 0.5 * (v[1:end-1] + v[2:end]), vmax+extra_max)
+    length(v) == 1 && return v[1] .+ [-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_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)
-  f, invf = scalefunc(scale), invscalefunc(scale)
-  map(invf, _heatmap_edges(map(f,v), isedges))
+    f, invf = RecipesPipeline.scale_func(scale), RecipesPipeline.inverse_scale_func(scale)
+    map(invf, _heatmap_edges(map(f,v), isedges))
 end
 
 function heatmap_edges(x::AVec, xscale::Symbol, y::AVec, yscale::Symbol, z_size::Tuple{Int, Int})
@@ -367,8 +247,8 @@ function heatmap_edges(x::AVec, xscale::Symbol, y::AVec, yscale::Symbol, z_size:
 end
 
 function is_uniformly_spaced(v; tol=1e-6)
-  dv = diff(v)
-  maximum(dv) - minimum(dv) < tol * mean(abs.(dv))
+    dv = diff(v)
+    maximum(dv) - minimum(dv) < tol * mean(abs.(dv))
 end
 
 function convert_to_polar(theta, r, r_extrema = ignorenan_extrema(r))
@@ -380,11 +260,11 @@ function convert_to_polar(theta, r, r_extrema = ignorenan_extrema(r))
 end
 
 function fakedata(sz...)
-  y = zeros(sz...)
-  for r in 2:size(y,1)
-    y[r,:] = 0.95 * vec(y[r-1,:]) + randn(size(y,2))
-  end
-  y
+    y = zeros(sz...)
+    for r in 2:size(y,1)
+        y[r,:] = 0.95 * vec(y[r-1,:]) + randn(size(y,2))
+    end
+    y
 end
 
 isijulia() = :IJulia in nameof.(collect(values(Base.loaded_modules)))
@@ -423,6 +303,11 @@ Base.convert(::Type{Vector{T}}, rng::AbstractRange{S}) where {T<:Real,S<:Real} =
 
 Base.merge(a::AbstractVector, b::AbstractVector) = sort(unique(vcat(a,b)))
 
+# recursively merge kw-dicts, e.g. for merging extra_kwargs / extra_plot_kwargs in plotly)
+recursive_merge(x::AbstractDict...) = merge(recursive_merge, x...)
+# if values are not AbstractDicts, take the last definition (as does merge)
+recursive_merge(x...) = x[end]
+
 nanpush!(a::AbstractVector, b) = (push!(a, NaN); push!(a, b))
 nanappend!(a::AbstractVector, b) = (push!(a, NaN); append!(a, b))
 
@@ -535,44 +420,46 @@ xlims(sp_idx::Int = 1) = xlims(current(), sp_idx)
 ylims(sp_idx::Int = 1) = ylims(current(), sp_idx)
 zlims(sp_idx::Int = 1) = zlims(current(), sp_idx)
 
+# These functions return an operator for use in `get_clims(::Seres, op)`
+process_clims(lims::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)
+function get_clims(sp::Subplot, op=process_clims(sp[:clims]))
     zmin, zmax = Inf, -Inf
     for series in series_list(sp)
         if series[:colorbar_entry]
-            zmin, zmax = _update_clims(zmin, zmax, get_clims(series)...)
+            zmin, zmax = _update_clims(zmin, zmax, get_clims(series, op)...)
         end
     end
-    clims = sp[:clims]
-    if is_2tuple(clims)
-        isfinite(clims[1]) && (zmin = clims[1])
-        isfinite(clims[2]) && (zmax = clims[2])
-    end
     return zmin <= zmax ? (zmin, zmax) : (NaN, NaN)
 end
 
-function get_clims(sp::Subplot, series::Series)
+function get_clims(sp::Subplot, series::Series, op=process_clims(sp[:clims]))
     zmin, zmax = if series[:colorbar_entry]
-        get_clims(sp)
+        get_clims(sp, op)
     else
-        get_clims(series)
-    end
-    clims = sp[:clims]
-    if is_2tuple(clims)
-        isfinite(clims[1]) && (zmin = clims[1])
-        isfinite(clims[2]) && (zmax = clims[2])
+        get_clims(series, op)
     end
     return zmin <= zmax ? (zmin, zmax) : (NaN, NaN)
 end
 
-function get_clims(series::Series)
+"""
+    get_clims(::Series, op=Plots.ignorenan_extrema)
+
+Finds the limits for the colorbar by taking the "z-values" for the series and passing them into `op`,
+which must return the tuple `(zmin, zmax)`. The default op is the extrema of the finite
+values of the input.
+"""
+function get_clims(series::Series, op=ignorenan_extrema)
     zmin, zmax = Inf, -Inf
-    z_colored_series = (:contour, :contour3d, :heatmap, :histogram2d, :surface)
+    z_colored_series = (:contour, :contour3d, :heatmap, :histogram2d, :surface, :hexbin)
     for vals in (series[:seriestype] in z_colored_series ? series[:z] : nothing, series[:line_z], series[:marker_z], series[:fill_z])
         if (typeof(vals) <: AbstractSurface) && (eltype(vals.surf) <: Union{Missing, Real})
-            zmin, zmax = _update_clims(zmin, zmax, ignorenan_extrema(vals.surf)...)
+            zmin, zmax = _update_clims(zmin, zmax, op(vals.surf)...)
         elseif (vals !== nothing) && (eltype(vals) <: Union{Missing, Real})
-            zmin, zmax = _update_clims(zmin, zmax, ignorenan_extrema(vals)...)
+            zmin, zmax = _update_clims(zmin, zmax, op(vals)...)
         end
     end
     return zmin <= zmax ? (zmin, zmax) : (NaN, NaN)
@@ -606,7 +493,7 @@ end
 hascolorbar(series::Series) = colorbar_style(series) !== nothing
 hascolorbar(sp::Subplot) = sp[:colorbar] != :none && any(hascolorbar(s) for s in series_list(sp))
 
-iscontour(series::Series) = series[:seriestype] == :contour
+iscontour(series::Series) = series[:seriestype] in (:contour, :contour3d)
 isfilledcontour(series::Series) = iscontour(series) && series[:fillrange] !== nothing
 
 function contour_levels(series::Series, clims)
@@ -641,8 +528,7 @@ for comp in (:line, :fill, :marker)
             if z === nothing
                 isa(c, ColorGradient) ? c : plot_color(_cycle(c, i))
             else
-                grad = isa(c, ColorGradient) ? c : cgrad()
-                grad[clamp((_cycle(z, i) - cmin) / (cmax - cmin), 0, 1)]
+                get(get_gradient(c), z[i], (cmin, cmax))
             end
         end
 
@@ -660,9 +546,28 @@ for comp in (:line, :fill, :marker)
     end
 end
 
+function get_colorgradient(series::Series)
+    st = series[:seriestype]
+    if st in (:surface, :heatmap) || isfilledcontour(series)
+        series[:fillcolor]
+    elseif st in (:contour, :wireframe)
+        series[:linecolor]
+    elseif series[:marker_z] !== nothing
+        series[:markercolor]
+    elseif series[:line_z] !==  nothing
+        series[:linecolor]
+    elseif series[:fill_z] !== nothing
+        series[:fillcolor]
+    end
+end
+
 single_color(c, v = 0.5) = c
 single_color(grad::ColorGradient, v = 0.5) = grad[v]
 
+get_gradient(c) = cgrad()
+get_gradient(cg::ColorGradient) = cg
+get_gradient(cp::ColorPalette) = cgrad(cp, categorical = true)
+
 function get_linewidth(series, i::Int = 1)
     _cycle(series[:linewidth], i)
 end
@@ -694,7 +599,28 @@ function has_attribute_segments(series::Series)
     end
     series[:seriestype] == :shape && return false
     # ... else we check relevant attributes if they have multiple inputs
-    return any((typeof(series[attr]) <: AbstractVector && length(series[attr]) > 1) for attr in [:seriescolor, :seriesalpha, :linecolor, :linealpha, :linewidth, :linestyle, :fillcolor, :fillalpha, :markercolor, :markeralpha, :markerstrokecolor, :markerstrokealpha]) || any(typeof(series[attr]) <: AbstractArray for attr in (:line_z, :fill_z, :marker_z))
+    return any(
+        (typeof(series[attr]) <: AbstractVector && length(series[attr]) > 1)
+        for
+        attr in [
+            :seriescolor,
+            :seriesalpha,
+            :linecolor,
+            :linealpha,
+            :linewidth,
+            :linestyle,
+            :fillcolor,
+            :fillalpha,
+            :markercolor,
+            :markeralpha,
+            :markersize,
+            :markerstrokecolor,
+            :markerstrokealpha,
+            :markerstrokewidth,
+        ]
+    ) || any(
+        typeof(series[attr]) <: AbstractArray for attr in (:line_z, :fill_z, :marker_z)
+    )
 end
 
 function get_aspect_ratio(sp)
@@ -710,6 +636,17 @@ function get_aspect_ratio(sp)
     return aspect_ratio
 end
 
+get_size(kw) = get(kw, :size, default(:size))
+get_size(plt::Plot) = get_size(plt.attr)
+get_size(sp::Subplot) = get_size(sp.plt)
+get_size(series::Series) = get_size(series.plotattributes[:subplot])
+
+get_thickness_scaling(kw) = get(kw, :thickness_scaling, default(:thickness_scaling))
+get_thickness_scaling(plt::Plot) = get_thickness_scaling(plt.attr)
+get_thickness_scaling(sp::Subplot) = get_thickness_scaling(sp.plt)
+get_thickness_scaling(series::Series) =
+    get_thickness_scaling(series.plotattributes[:subplot])
+
 # ---------------------------------------------------------------
 
 makekw(; kw...) = KW(kw)
@@ -752,119 +689,107 @@ function with(f::Function, args...; kw...)
         newdefs[:legend] = false
     end
 
-  # dict to store old and new keyword args for anything that changes
-  olddefs = KW()
-  for k in keys(newdefs)
-    olddefs[k] = default(k)
-  end
-
-  # save the backend
-  if CURRENT_BACKEND.sym == :none
-    _pick_default_backend()
-  end
-  oldbackend = CURRENT_BACKEND.sym
-
-  for arg in args
-
-    # change backend?
-    if arg in backends()
-      backend(arg)
+    # dict to store old and new keyword args for anything that changes
+    olddefs = KW()
+    for k in keys(newdefs)
+        olddefs[k] = default(k)
     end
 
-    # # TODO: generalize this strategy to allow args as much as possible
-    # #       as in:  with(:gr, :scatter, :legend, :grid) do; ...; end
-    # # TODO: can we generalize this enough to also do something similar in the plot commands??
+    # save the backend
+    if CURRENT_BACKEND.sym == :none
+        _pick_default_backend()
+    end
+    oldbackend = CURRENT_BACKEND.sym
 
-    # k = :seriestype
-    # if arg in _allTypes
-    #   olddefs[k] = default(k)
-    #   newdefs[k] = arg
-    # elseif haskey(_typeAliases, arg)
-    #   olddefs[k] = default(k)
-    #   newdefs[k] = _typeAliases[arg]
-    # end
+    for arg in args
 
-    k = :legend
-    if arg in (k, :leg)
-      olddefs[k] = default(k)
-      newdefs[k] = true
+        # change backend?
+        if arg in backends()
+            backend(arg)
+        end
+
+        # TODO: generalize this strategy to allow args as much as possible
+        #       as in:  with(:gr, :scatter, :legend, :grid) do; ...; end
+        # TODO: can we generalize this enough to also do something similar in the plot commands??
+
+        # k = :seriestype
+        # if arg in _allTypes
+        #     olddefs[k] = default(k)
+        #     newdefs[k] = arg
+        # elseif haskey(_typeAliases, arg)
+        #     olddefs[k] = default(k)
+        #     newdefs[k] = _typeAliases[arg]
+        # end
+
+        k = :legend
+        if arg in (k, :leg)
+            olddefs[k] = default(k)
+            newdefs[k] = true
+        end
+
+        k = :grid
+        if arg == k
+            olddefs[k] = default(k)
+            newdefs[k] = true
+        end
     end
 
-    k = :grid
-    if arg == k
-      olddefs[k] = default(k)
-      newdefs[k] = true
+    # display(olddefs)
+    # display(newdefs)
+
+    # now set all those defaults
+    default(; newdefs...)
+
+    # call the function
+    ret = f()
+
+    # put the defaults back
+    default(; olddefs...)
+
+    # revert the backend
+    if CURRENT_BACKEND.sym != oldbackend
+        backend(oldbackend)
     end
-  end
 
-  # display(olddefs)
-  # display(newdefs)
-
-  # now set all those defaults
-  default(; newdefs...)
-
-  # call the function
-  ret = f()
-
-  # put the defaults back
-  default(; olddefs...)
-
-  # revert the backend
-  if CURRENT_BACKEND.sym != oldbackend
-    backend(oldbackend)
-  end
-
-  # return the result of the function
-  ret
+    # return the result of the function
+    ret
 end
 
 # ---------------------------------------------------------------
 # ---------------------------------------------------------------
 
 mutable struct DebugMode
-  on::Bool
+    on::Bool
 end
 const _debugMode = DebugMode(false)
 
 function debugplots(on = true)
-  _debugMode.on = on
+    _debugMode.on = on
 end
 
 debugshow(io, x) = show(io, x)
 debugshow(io, x::AbstractArray) = print(io, summary(x))
 
 function dumpdict(io::IO, plotattributes::AKW, prefix = "", alwaysshow = false)
-  _debugMode.on || alwaysshow || return
-  println(io)
-  if prefix != ""
-    println(io, prefix, ":")
-  end
-  for k in sort(collect(keys(plotattributes)))
-    @printf("%14s: ", k)
-    debugshow(io, plotattributes[k])
+    _debugMode.on || alwaysshow || return
+    println(io)
+    if prefix != ""
+        println(io, prefix, ":")
+    end
+    for k in sort(collect(keys(plotattributes)))
+        @printf("%14s: ", k)
+        debugshow(io, plotattributes[k])
+        println(io)
+    end
     println(io)
-  end
-  println(io)
 end
 DD(io::IO, plotattributes::AKW, prefix = "") = dumpdict(io, plotattributes, prefix, true)
 DD(plotattributes::AKW, prefix = "") = DD(stdout, plotattributes, prefix)
 
 function dumpcallstack()
-  error()  # well... you wanted the stacktrace, didn't you?!?
+    error()  # well... you wanted the stacktrace, didn't you?!?
 end
 
-# ---------------------------------------------------------------
-# ---------------------------------------------------------------
-# used in updating an existing series
-
-extendSeriesByOne(v::UnitRange{Int}, n::Int = 1) = isempty(v) ? (1:n) : (minimum(v):maximum(v)+n)
-extendSeriesByOne(v::AVec, n::Integer = 1)       = isempty(v) ? (1:n) : vcat(v, (1:n) + ignorenan_maximum(v))
-extendSeriesData(v::AbstractRange{T}, z::Real) where {T}        = extendSeriesData(float(collect(v)), z)
-extendSeriesData(v::AbstractRange{T}, z::AVec) where {T}        = extendSeriesData(float(collect(v)), z)
-extendSeriesData(v::AVec{T}, z::Real) where {T}         = (push!(v, convert(T, z)); v)
-extendSeriesData(v::AVec{T}, z::AVec) where {T}         = (append!(v, convert(Vector{T}, z)); v)
-
-
 # -------------------------------------------------------
 # NOTE: backends should implement the following methods to get/set the x/y/z data objects
 
@@ -908,39 +833,66 @@ Base.setindex!(plt::Plot, xy::Tuple{X,Y}, i::Integer) where {X,Y} = (setxy!(plt,
 Base.setindex!(plt::Plot, xyz::Tuple{X,Y,Z}, i::Integer) where {X,Y,Z} = (setxyz!(plt, xyz, i); plt)
 
 # -------------------------------------------------------
-
 # operate on individual series
 
-function push_x!(series::Series, xi)
-    push!(series[:x], xi)
-    expand_extrema!(series[:subplot][:xaxis], xi)
-    return
-end
-function push_y!(series::Series, yi)
-    push!(series[:y], yi)
-    expand_extrema!(series[:subplot][:yaxis], yi)
-    return
-end
-function push_z!(series::Series, zi)
-    push!(series[:z], zi)
-    expand_extrema!(series[:subplot][:zaxis], zi)
-    return
+Base.push!(series::Series, args...) = extend_series!(series, args...)
+Base.append!(series::Series, args...) = extend_series!(series, args...)
+
+function extend_series!(series::Series, yi)
+    y = extend_series_data!(series, yi, :y)
+    x = extend_to_length!(series[:x], length(y))
+    expand_extrema!(series[:subplot][:xaxis], x)
+    return x, y
 end
 
-function Base.push!(series::Series, yi)
-    x = extendSeriesByOne(series[:x])
-    expand_extrema!(series[:subplot][:xaxis], x[end])
-    series[:x] = x
-    push_y!(series, yi)
+function extend_series!(series::Series, xi, yi)
+    x = extend_series_data!(series, xi, :x)
+    y = extend_series_data!(series, yi, :y)
+    return x, y
+end
+
+function extend_series!(series::Series, xi, yi, zi)
+    x = extend_series_data!(series, xi, :x)
+    y = extend_series_data!(series, yi, :y)
+    z = extend_series_data!(series, zi, :z)
+    return x, y, z
+end
+
+function extend_series_data!(series::Series, v, letter)
+    copy_series!(series, letter)
+    d = extend_by_data!(series[letter], v)
+    expand_extrema!(series[:subplot][Symbol(letter, :axis)], d)
+    return d
+end
+
+function copy_series!(series, letter)
+    plt = series[:plot_object]
+    for s in plt.series_list
+        for l in (:x, :y, :z)
+            if s !== series || l !== letter
+                if s[l] === series[letter]
+                    series[letter] = copy(series[letter])
+                end
+            end
+        end
+    end
+end
+
+extend_to_length!(v::AbstractRange, n) = range(first(v), step = step(v), length = n)
+function extend_to_length!(v::AbstractVector, n)
+    vmax = isempty(v) ? 0 : ignorenan_maximum(v)
+    extend_by_data!(v, vmax .+ (1:(n - length(v))))
+end
+extend_by_data!(v::AbstractVector, x) = isimmutable(v) ? vcat(v, x) : push!(v, x)
+function extend_by_data!(v::AbstractVector, x::AbstractVector)
+    isimmutable(v) ? vcat(v, x) : append!(v, x)
 end
-Base.push!(series::Series, xi, yi) = (push_x!(series,xi); push_y!(series,yi))
-Base.push!(series::Series, xi, yi, zi) = (push_x!(series,xi); push_y!(series,yi); push_z!(series,zi))
 
 # -------------------------------------------------------
 
 function attr!(series::Series; kw...)
     plotattributes = KW(kw)
-    preprocessArgs!(plotattributes)
+    RecipesPipeline.preprocess_attributes!(plotattributes)
     for (k,v) in plotattributes
         if haskey(_series_defaults, k)
             series[k] = v
@@ -954,7 +906,7 @@ end
 
 function attr!(sp::Subplot; kw...)
     plotattributes = KW(kw)
-    preprocessArgs!(plotattributes)
+    RecipesPipeline.preprocess_attributes!(plotattributes)
     for (k,v) in plotattributes
         if haskey(_subplot_defaults, k)
             sp[k] = v
@@ -968,59 +920,16 @@ end
 # -------------------------------------------------------
 # push/append for one series
 
-# push value to first series
-Base.push!(plt::Plot, y::Real) = push!(plt, 1, y)
-Base.push!(plt::Plot, x::Real, y::Real) = push!(plt, 1, x, y)
-Base.push!(plt::Plot, x::Real, y::Real, z::Real) = push!(plt, 1, x, y, z)
-
-# y only
-function Base.push!(plt::Plot, i::Integer, y::Real)
-    xdata, ydata = getxy(plt, i)
-    setxy!(plt, (extendSeriesByOne(xdata), extendSeriesData(ydata, y)), i)
-    plt
-end
-function Base.append!(plt::Plot, i::Integer, y::AVec)
-    xdata, ydata = plt[i]
-    if !isa(xdata, UnitRange{Int})
-        error("Expected x is a UnitRange since you're trying to push a y value only")
-    end
-    plt[i] = (extendSeriesByOne(xdata, length(y)), extendSeriesData(ydata, y))
-    plt
-end
-
-# x and y
-function Base.push!(plt::Plot, i::Integer, x::Real, y::Real)
-    xdata, ydata = getxy(plt, i)
-    setxy!(plt, (extendSeriesData(xdata, x), extendSeriesData(ydata, y)), i)
-    plt
-end
-function Base.append!(plt::Plot, i::Integer, x::AVec, y::AVec)
-    @assert length(x) == length(y)
-    xdata, ydata = getxy(plt, i)
-    setxy!(plt, (extendSeriesData(xdata, x), extendSeriesData(ydata, y)), i)
-    plt
-end
-
-# x, y, and z
-function Base.push!(plt::Plot, i::Integer, x::Real, y::Real, z::Real)
-    # @show i, x, y, z
-    xdata, ydata, zdata = getxyz(plt, i)
-    # @show xdata, ydata, zdata
-    setxyz!(plt, (extendSeriesData(xdata, x), extendSeriesData(ydata, y), extendSeriesData(zdata, z)), i)
-    plt
-end
-function Base.append!(plt::Plot, i::Integer, x::AVec, y::AVec, z::AVec)
-    @assert length(x) == length(y) == length(z)
-    xdata, ydata, zdata = getxyz(plt, i)
-    setxyz!(plt, (extendSeriesData(xdata, x), extendSeriesData(ydata, y), extendSeriesData(zdata, z)), i)
-    plt
-end
+Base.push!(plt::Plot, args::Real...) = push!(plt, 1, args...)
+Base.push!(plt::Plot, i::Integer, args::Real...) = push!(plt.series_list[i], args...)
+Base.append!(plt::Plot, args::AbstractVector...) = append!(plt, 1, args...)
+Base.append!(plt::Plot, i::Integer, args::Real...) = append!(plt.series_list[i], args...)
 
 # tuples
-Base.push!(plt::Plot, xy::Tuple{X,Y}) where {X,Y}                  = push!(plt, 1, xy...)
-Base.push!(plt::Plot, xyz::Tuple{X,Y,Z}) where {X,Y,Z}             = push!(plt, 1, xyz...)
-Base.push!(plt::Plot, i::Integer, xy::Tuple{X,Y}) where {X,Y}      = push!(plt, i, xy...)
-Base.push!(plt::Plot, i::Integer, xyz::Tuple{X,Y,Z}) where {X,Y,Z} = push!(plt, i, xyz...)
+Base.push!(plt::Plot, t::Tuple) = push!(plt, 1, t...)
+Base.push!(plt::Plot, i::Integer, t::Tuple) = push!(plt, i, t...)
+Base.append!(plt::Plot, t::Tuple) = append!(plt, 1, t...)
+Base.append!(plt::Plot, i::Integer, t::Tuple) = append!(plt, i, t...)
 
 # -------------------------------------------------------
 # push/append for all series
@@ -1080,7 +989,7 @@ px2inch(px::Real)       = float(px / PX_PER_INCH)
 inch2mm(inches::Real)   = float(inches * MM_PER_INCH)
 mm2inch(mm::Real)       = float(mm / MM_PER_INCH)
 px2mm(px::Real)         = float(px * MM_PER_PX)
-mm2px(mm::Real)         = float(px / MM_PER_PX)
+mm2px(mm::Real)         = float(mm / MM_PER_PX)
 
 
 "Smallest x in plot"
@@ -1171,10 +1080,21 @@ end
 function straightline_data(series, expansion_factor = 1)
     sp = series[:subplot]
     xl, yl = isvertical(series) ? (xlims(sp), ylims(sp)) : (ylims(sp), xlims(sp))
-    x, y = series[:x], series[:y]
+
+    # handle axes scales
+    xscale = sp[:xaxis][:scale]
+    xf = RecipesPipeline.scale_func(xscale)
+    xinvf = RecipesPipeline.inverse_scale_func(xscale)
+    yscale = sp[:yaxis][:scale]
+    yf = RecipesPipeline.scale_func(yscale)
+    yinvf = RecipesPipeline.inverse_scale_func(yscale)
+
+    xl, yl = xf.(xl), yf.(yl)
+    x, y = xf.(series[:x]), yf.(series[:y])
     n = length(x)
-    if n == 2
-        return straightline_data(xl, yl, x, y, expansion_factor)
+
+    xdata, ydata = if n == 2
+        straightline_data(xl, yl, x, y, expansion_factor)
     else
         k, r = divrem(n, 3)
         if r == 0
@@ -1183,11 +1103,13 @@ function straightline_data(series, expansion_factor = 1)
                 inds = (3 * i - 2):(3 * i - 1)
                 xdata[inds], ydata[inds] = straightline_data(xl, yl, x[inds], y[inds], expansion_factor)
             end
-            return xdata, ydata
+            xdata, ydata
         else
             error("Misformed data. `straightline_data` either accepts vectors of length 2 or 3k. The provided series has length $n")
         end
     end
+
+    return xinvf.(xdata), yinvf.(ydata)
 end
 
 function straightline_data(xl, yl, x, y, expansion_factor = 1)
@@ -1219,20 +1141,28 @@ end
 function shape_data(series, expansion_factor = 1)
     sp = series[:subplot]
     xl, yl = isvertical(series) ? (xlims(sp), ylims(sp)) : (ylims(sp), xlims(sp))
-    x, y = series[:x], series[:y]
-    factor = 100
+
+    # handle axes scales
+    xscale = sp[:xaxis][:scale]
+    xf = RecipesPipeline.scale_func(xscale)
+    xinvf = RecipesPipeline.inverse_scale_func(xscale)
+    yscale = sp[:yaxis][:scale]
+    yf = RecipesPipeline.scale_func(yscale)
+    yinvf = RecipesPipeline.inverse_scale_func(yscale)
+
+    x, y = copy(series[:x]), copy(series[:y])
     for i in eachindex(x)
         if x[i] == -Inf
-            x[i] = xl[1] - expansion_factor * (xl[2] - xl[1])
+            x[i] = xinvf(xf(xl[1]) - expansion_factor * (xf(xl[2]) - xf(xl[1])))
         elseif x[i] == Inf
-            x[i] = xl[2] + expansion_factor * (xl[2] - xl[1])
+            x[i] = xinvf(xf(xl[2]) + expansion_factor * (xf(xl[2]) - xf(xl[1])))
         end
     end
     for i in eachindex(y)
         if y[i] == -Inf
-            y[i] = yl[1] - expansion_factor * (yl[2] - yl[1])
+            y[i] = yinvf(yf(yl[1]) - expansion_factor * (yf(yl[2]) - yf(yl[1])))
         elseif y[i] == Inf
-            y[i] = yl[2] + expansion_factor * (yl[2] - yl[1])
+            y[i] = yinvf(yf(yl[2]) + expansion_factor * (yf(yl[2]) - yf(yl[1])))
         end
     end
     return x, y

test/imgcomp.jl

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

test/runtests.jl

@@ -2,13 +2,16 @@ import ImageMagick
 using VisualRegressionTests
 using Plots
 using Random
+using StableRNGs
 using Test
 using FileIO
 using Gtk
 using LibGit2
-using GeometryTypes
+import GeometryTypes, GeometryBasics
 using Dates
 
+include("test_axes.jl")
+include("test_hdf5plots.jl")
 include("test_pgfplotsx.jl")
 
 reference_dir(args...) = joinpath(homedir(), ".julia", "dev", "PlotReferenceImages", args...)
@@ -42,30 +45,31 @@ 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])
-end
+# @testset "GR" begin
+#     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])
+# end
+#
+# pyplot()
+# @testset "PyPlot" begin
+#     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])
+# end
 
-plotly()
-@testset "Plotly" begin
-    image_comparison_facts(:plotly, tol=img_tol, skip = Plots._backend_skips[:plotlyjs])
-end
+# 10 Histogram2D
 
-pyplot()
-@testset "PyPlot" begin
-    image_comparison_facts(:pyplot, tol=img_tol, skip = Plots._backend_skips[:pyplot])
-end
-
-pgfplots()
-@testset "PGFPlots" begin
-    image_comparison_facts(:pgfplots, tol=img_tol, skip = Plots._backend_skips[:pgfplots])
-end
-=#
 ##
 
 @testset "Backends" begin
@@ -79,7 +83,7 @@ end
         @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
 
@@ -175,5 +179,11 @@ end
     for z in zipped
         @test isequal(collect(zip(Plots.unzip(z)...)), z)
         @test isequal(collect(zip(Plots.unzip(GeometryTypes.Point.(z))...)), z)
+        @test isequal(collect(zip(Plots.unzip(GeometryBasics.Point.(z))...)), z)
     end
+    op1 = Plots.process_clims((1.0, 2.0))
+    op2 = Plots.process_clims((1, 2.0))
+    data = randn(100, 100)
+    @test op1(data) == op2(data)
+    @test Plots.process_clims(nothing) == Plots.process_clims(missing) == Plots.process_clims(:auto)
 end

test/test_axes.jl

@@ -0,0 +1,14 @@
+using Plots, Test
+
+@testset "Showaxis" begin
+    for value in Plots._allShowaxisArgs
+        @test plot(1:5, showaxis = value)[1][:yaxis][:showaxis] isa Bool
+    end
+    @test plot(1:5, showaxis = :y)[1][:yaxis][:showaxis] == true
+    @test plot(1:5, showaxis = :y)[1][:xaxis][:showaxis] == false
+end
+
+@testset "Magic axis" begin
+    @test plot(1, axis=nothing)[1][:xaxis][:ticks] == []
+    @test plot(1, axis=nothing)[1][:yaxis][:ticks] == []
+end # testset

test/test_hdf5plots.jl

@@ -0,0 +1,21 @@
+using Plots, HDF5
+
+
+@testset "HDF5_Plots" begin
+	fname = "tmpplotsave.hdf5"
+	hdf5()
+
+	x = 1:10
+	psrc=plot(x, x.*x); #Create some plot
+	Plots.hdf5plot_write(psrc, fname)
+
+	#Read back file:
+	gr() #Choose some fast backend likely to work in test environment.
+	pread = Plots.hdf5plot_read(fname)
+
+	#Make sure data made it through:
+	@test psrc.subplots[1].series_list[1][:x] == pread.subplots[1].series_list[1][:x]
+	@test psrc.subplots[1].series_list[1][:y] == pread.subplots[1].series_list[1][:y]
+
+	#display(pread) #Don't display. Regression env might not support
+end #testset

test/test_pgfplotsx.jl

@@ -20,6 +20,19 @@ end
    @test count(x -> x isa PGFPlotsX.Plot, axis.contents) == 1
    @test !haskey(axis.contents[1].options.dict, "fill")
 
+   @testset "Legends" begin
+      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 )
+      @test length(leg_entries) == 2
+      @test !haskey(series[1].options.dict, "forget plot")
+      @test haskey(series[2].options.dict, "forget plot")
+      @test !haskey(series[3].options.dict, "forget plot")
+   end # testset
+
    @testset "3D docs example" begin
       n = 100
       ts = range(0, stop = 8π, length = n)
@@ -58,7 +71,7 @@ end
       pl = scatter!(
          y,
          zcolor = abs.(y .- 0.5),
-         m = (:heat, 0.8, Plots.stroke(1, :green)),
+         m = (:hot, 0.8, Plots.stroke(1, :green)),
          ms = 10 * abs.(y .- 0.5) .+ 4,
          lab = ["grad", "", "ient"],
       )
@@ -71,11 +84,21 @@ end
       @test marker.options["mark"] == "*"
       @test marker.options["mark options"]["color"] ==
             RGBA{Float64}(colorant"green", 0.8)
-      @test marker.options["mark options"]["line width"] == 1
+      @test marker.options["mark options"]["line width"] == 0.75 # 1px is 0.75pt
    end # testset
    @testset "Plot in pieces" begin
-      plot(rand(100) / 3, reg = true, fill = (0, :green))
-      scatter!(rand(100), markersize = 6, c = :orange)
+      pic = plot(rand(100) / 3, reg = true, fill = (0, :green))
+      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 )
+      @test length(leg_entries) == 2
+      @test length(series) == 4
+      @test haskey(series[1].options.dict, "forget plot")
+      @test !haskey(series[2].options.dict, "forget plot")
+      @test haskey(series[3].options.dict, "forget plot")
+      @test !haskey(series[4].options.dict, "forget plot")
    end # testset
    @testset "Marker types" begin
       markers = filter((m -> begin
@@ -99,7 +122,7 @@ end
       plot(
          Plots.fakedata(100, 10),
          layout = 4,
-         palette = [:grays :blues :heat :lightrainbow],
+         palette = [:grays :blues :hot :rainbow],
          bg_inside = [:orange :pink :darkblue :black],
       )
    end # testset
@@ -188,7 +211,7 @@ end
          marker_z = ((x, y) -> begin
             x + y
          end),
-         color = :bluesreds,
+         color = :bwr,
          legend = false,
       )
       plot(p1, p2)
@@ -222,15 +245,39 @@ end
    end # testset
    @testset "Annotations" begin
       y = rand(10)
-      plot(
+      pgfx_plot = plot(
          y,
          annotations = (3, y[3], Plots.text("this is \\#3", :left)),
          leg = false,
       )
+      Plots._update_plot_object(pgfx_plot)
+      axis_content = Plots.pgfx_axes(pgfx_plot.o)[1].contents
+      nodes = filter(x -> !isa(x, PGFPlotsX.Plot), axis_content)
+      @test length(nodes) == 1
+      mktempdir() do path
+         file_path =joinpath(path,"annotations.tex")
+         @test_nowarn savefig(pgfx_plot, file_path)
+         open(file_path) do io
+            lines = readlines(io)
+            @test count(s -> occursin("node", s), lines) == 1
+         end
+      end
       annotate!([
          (5, y[5], Plots.text("this is \\#5", 16, :red, :center)),
          (10, y[10], Plots.text("this is \\#10", :right, 20, "courier")),
       ])
+      Plots._update_plot_object(pgfx_plot)
+      axis_content = Plots.pgfx_axes(pgfx_plot.o)[1].contents
+      nodes = filter(x -> !isa(x, PGFPlotsX.Plot), axis_content)
+      @test length(nodes) == 3
+      mktempdir() do path
+         file_path =joinpath(path,"annotations.tex")
+         @test_nowarn savefig(pgfx_plot, file_path)
+         open(file_path) do io
+            lines = readlines(io)
+            @test count(s -> occursin("node", s), lines) == 3
+         end
+      end
       annotation_plot = scatter!(
          range(2, stop = 8, length = 6),
          rand(6),
@@ -244,9 +291,18 @@ end
             Plots.text("data", :green),
          ],
       )
-      # mktempdir() do path
-      #    @test_nowarn savefig(annotation_plot, path*"annotation.pdf")
-      # end
+      Plots._update_plot_object(annotation_plot)
+      axis_content = Plots.pgfx_axes(annotation_plot.o)[1].contents
+      nodes = filter(x -> !isa(x, PGFPlotsX.Plot), axis_content)
+      @test length(nodes) == 9
+      mktempdir() do path
+         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
+      end
    end # testset
    @testset "Ribbon" begin
       aa = rand(10)
@@ -270,3 +326,23 @@ end
       #    end
    end # testset
 end # testset
+
+@testset "Extra kwargs" begin
+   pl = plot(1:5, test = "me")
+   @test pl[1][1].plotattributes[:extra_kwargs][:test] == "me"
+   pl = plot(1:5, test = "me", extra_kwargs = :subplot)
+   @test pl[1].attr[:extra_kwargs][:test] == "me"
+   pl = plot(1:5, test = "me", extra_kwargs = :plot)
+   @test pl.attr[:extra_plot_kwargs][:test] == "me"
+   pl = plot(1:5, extra_kwargs = Dict(:plot => Dict(:test => "me"), :series => Dict(:and => "me too")))
+   @test pl.attr[:extra_plot_kwargs][:test] == "me"
+   @test pl[1][1].plotattributes[:extra_kwargs][:and] == "me too"
+   pl = plot(
+     plot(1:5, title="Line"),
+     scatter(1:5, title="Scatter", extra_kwargs=Dict(:subplot=>Dict("axis line shift" => "10pt")))
+   )
+   Plots._update_plot_object(pl)
+   axes = Plots.pgfx_axes(pl.o)
+   @test !haskey(axes[1].options.dict, "axis line shift")
+   @test haskey(axes[2].options.dict, "axis line shift")
+end # testset