bump version [skip ci]

better exopnents (#2786 )
Plotly fixed version (#2779 )
2020-06-17 11:19:26 +02:00 · 2020-06-17 11:18:03 +02:00 · 2020-06-17 11:17:37 +02:00 · 2020-06-17 11:17:18 +02:00 · 2020-06-17 11:16:37 +02:00 · 2020-06-16 09:44:37 +02:00
48 changed files with 6530 additions and 5080 deletions
@@ -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()`:
@@ -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.
@@ -0,0 +1,11 @@
+name: TagBot
+on:
+  schedule:
+    - cron: 0 * * * *
+jobs:
+  TagBot:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: JuliaRegistries/TagBot@v1
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
@@ -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"
+
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        julia_version:
+          - 'nightly'
+          - '1'
+          - '1.0'
+        os:
+          - ubuntu-latest
+          - windows-latest
+          - macos-latest
+        arch:
+          - x64
+        #  - x32
+    steps:
+      
+      # Setup environment
+      - uses: actions/checkout@v2
+      - uses: julia-actions/setup-julia@latest
+        with:
+          version: ${{ matrix.julia_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 }}-
+          
+      # OS Dependencies            
+      # - name: Ubuntu OS dependencies
+      #   if: startsWith(matrix.os,'ubuntu')
+      #   run: |
+      #    ./test/install_wkhtmltoimage.sh
+  
+      #  at-spi2-core, libgtk-3-dev,  libgtk-3-0, and xvfb  are already installed: https://github.com/actions/virtual-environments/blob/master/images/linux/scripts/installers/basic.sh  
+
+  
+      # TESTCMD
+      - name: Default TESTCMD
+        run: echo ::set-env name=TESTCMD::"julia"
+      - name: Ubuntu TESTCMD
+        if: startsWith(matrix.os,'ubuntu')
+        run: echo ::set-env name=TESTCMD::"xvfb-run julia"
+
+      # Julia Deoendencies
+      - 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: ${{ secrets.CODECOV_TOKEN }}
+
+  Skip:
+    if: "contains(github.event.head_commit.message, '[skip ci]')"
+    runs-on: ubuntu-latest
+    steps:
+      - name: Skip CI 🚫
+        run: echo skip ci
@@ -4,7 +4,9 @@
 .DS_Store
 examples/.ipynb_checkpoints/*
 examples/meetup/.ipynb_checkpoints/*
-deps/plotly-latest.min.js
+deps/plotly-*
 deps/build.log
 deps/deps.jl
 Manifest.toml
+dev/
+test/tmpplotsave.hdf5
@@ -1,34 +0,0 @@
-# Documentation: http://docs.travis-ci.com/user/languages/julia/
-language: julia
-os:
-  - linux
-  # - osx
-julia:
-  - 1
-  - 1.2
-  - nightly
-
-matrix:
-  allow_failures:
-  - julia: nightly
-
-addons:
-  apt:
-    packages:
-      - at-spi2-core
-      - libgtk-3-dev
-      - xauth
-      - xvfb
-
-sudo: required
-before_install:
-  - if [[ "$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)'
@@ -1,7 +1,7 @@
 name = "Plots"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
 author = ["Tom Breloff (@tbreloff)"]
-version = "0.28.3"
+version = "1.4.2"

 [deps]
 Base64 = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
@@ -15,13 +15,13 @@ 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"
@@ -32,37 +32,39 @@ UUIDs = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"

 [compat]
 Contour = "0.5"
-FFMPEG = "0.2"
-FixedPointNumbers = "0.6"
-GR = "0.44"
-GeometryTypes = "0.7"
+FFMPEG = "0.2, 0.3"
+FixedPointNumbers = "0.6, 0.7, 0.8"
+GR = "0.46, 0.47, 0.48, 0.49, 0.50"
+GeometryTypes = "0.7, 0.8"
 JSON = "0.21"
 Measures = "0.3"
 NaNMath = "0.3"
-PlotThemes = "1"
-PlotUtils = "0.6.1"
-RecipesBase = "0.6, 0.7"
+PGFPlotsX = "1.2.0"
+PlotThemes = "2"
+PlotUtils = "1"
+RecipesBase = "1"
+RecipesPipeline = "0.1.7"
 Reexport = "0.2"
-Requires = "0.5"
+Requires = "1"
 Showoff = "0.3.1"
-StatsBase = "0.32"
+StatsBase = "0.32, 0.33"
 julia = "1"

 [extras]
 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"
+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 = ["FileIO", "Gtk", "ImageMagick", "Images", "LibGit2", "OffsetArrays", "PGFPlotsX", "HDF5", "RDatasets", "StaticArrays", "StatsPlots", "Test", "UnicodePlots", "VisualRegressionTests"]
@@ -1,13 +1,22 @@
 # Plots

-[![Build Status](https://travis-ci.org/JuliaPlots/Plots.jl.svg?branch=master)](https://travis-ci.org/JuliaPlots/Plots.jl)
-[![Build status](https://ci.appveyor.com/api/projects/status/github/juliaplots/plots.jl?branch=master&svg=true)](https://ci.appveyor.com/project/mkborregaard/plots-jl)
-[![Join the chat at https://gitter.im/tbreloff/Plots.jl](https://badges.gitter.im/tbreloff/Plots.jl.svg)](https://gitter.im/tbreloff/Plots.jl?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge)
-<a href="http://docs.juliaplots.org/latest/" target="_blank"><img src="https://img.shields.io/badge/docs-latest-blue.svg" alt="Latest documentation"></a>
-<!-- [![Plots](http://pkg.julialang.org/badges/Plots_0.3.svg)](http://pkg.julialang.org/?pkg=Plots&ver=0.3) -->
-<!-- [![Plots](http://pkg.julialang.org/badges/Plots_0.4.svg)](http://pkg.julialang.org/?pkg=Plots&ver=0.4) -->
-<!-- [![Coverage Status](https://coveralls.io/repos/tbreloff/Plots.jl/badge.svg?branch=master)](https://coveralls.io/r/tbreloff/Plots.jl?branch=master) -->
-<!-- [![codecov.io](http://codecov.io/github/tbreloff/Plots.jl/coverage.svg?branch=master)](http://codecov.io/github/tbreloff/Plots.jl?branch=master) -->
+[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
+
+[gitter-img]: https://badges.gitter.im/tbreloff/Plots.jl.svg
+[gitter-url]: https://gitter.im/tbreloff/Plots.jl?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge
+
+[docs-img]: https://img.shields.io/badge/docs-stable-blue.svg
+[docs-url]: http://docs.juliaplots.org/latest/
+
+[![][gh-ci-img]][gh-ci-url]
+[![][pkgeval-img]][pkgeval-url]
+[![project chat](https://img.shields.io/badge/zulip-join_chat-brightgreen.svg)](https://julialang.zulipchat.com/#narrow/stream/236493-plots)
+[![][docs-img]][docs-url]
+[![Codecov](https://codecov.io/gh/JuliaPlots/Plots.jl/branch/master/graph/badge.svg)](https://codecov.io/gh/JuliaPlots/Plots.jl)

 #### Created by Tom Breloff (@tbreloff)

@@ -1,44 +0,0 @@
-environment:
-  matrix:
-  # - julia_version: 0.7
-  - julia_version: 1
-  - julia_version: 1.2
-  - 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-.*/
-
-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%"
@@ -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"
@@ -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
@@ -26,13 +26,15 @@

 using SnoopCompile

+project_flag = string("--project=", joinpath(homedir(), ".julia", "dev", "Plots"))
 log_path = joinpath(tempdir(), "compiles.log")
 precompiles_path = joinpath(tempdir(), "precompile")

 # run examples with GR backend, logging what needs to be compiled
-SnoopCompile.@snoopc log_path begin
+SnoopCompile.@snoopc project_flag log_path begin
    using Plots
-    Plots.test_examples(:gr, disp=true)
+    Plots.test_examples(:gr)
+    Plots.test_examples(:plotly, skip = Plots._backend_skips[:plotly])
 end

 # precompile calls containing the following strings are dropped
@@ -42,7 +44,9 @@ blacklist = [
    # the following are not visible to Plots, only its dependencies
    "CategoricalArrays",
    "FixedPointNumbers",
+    "OffsetArrays",
    "SparseArrays",
+    "StaticArrays",
    r"#{1,2}[^\"#]+#{1,2}\d+",
 ]

@@ -1,17 +1,21 @@
 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
 using Dates, Printf, Statistics, Base64, LinearAlgebra, Random
-import SparseArrays: findnz
+import SparseArrays: AbstractSparseMatrix, findnz

 using FFMPEG

@reexport using RecipesBase
-import RecipesBase: plot, plot!, animate
+import RecipesBase: plot, plot!, animate, is_explicit
 using Base.Meta
@reexport using PlotUtils
@reexport using PlotThemes
@@ -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")
@@ -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>"
@@ -163,16 +169,16 @@ function _animate(forloop::Expr, args...; callgif = false)
    error("Unsupported animate filter: $args")
  end

-  push!(block.args, :(if $filterexpr; frame($animsym); end))
+  push!(block.args, :(if $filterexpr; Plots.frame($animsym); end))
  push!(block.args, :(global $countersym += 1))

  # add a final call to `gif(anim)`?
-  retval = callgif ? :(gif($animsym)) : animsym
+  retval = callgif ? :(Plots.gif($animsym)) : animsym

  # full expression:
  esc(quote
    $freqassert             # if filtering, check frequency is an Integer > 0
-    $animsym = Animation()  # init animation object
+    $animsym = Plots.Animation()  # init animation object
    global $countersym = 1         # init iteration counter
    $forloop                # for loop, saving a frame after each iteration
    $retval                 # return the animation object, or the gif
@@ -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",
@@ -103,7 +105,7 @@ 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.",
@@ -86,13 +86,10 @@ 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::KW) = 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])

@@ -267,6 +264,7 @@ 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 +281,7 @@ 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 +293,7 @@ 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 +305,15 @@ 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,
@@ -345,7 +346,7 @@ const _subplot_defaults = KW(
    :legendtitlefontcolor     => :match,
    :annotations              => [],                # annotation tuples... list of (x,y,annotation)
    :projection               => :none,             # can also be :polar or :3d
-    :aspect_ratio             => :none,             # choose from :none or :equal
+    :aspect_ratio             => :auto,             # choose from :none or :equal
    :margin                   => 1mm,
    :left_margin              => :match,
    :top_margin               => :match,
@@ -355,6 +356,7 @@ const _subplot_defaults = KW(
    :colorbar_title           => "",
    :framestyle               => :axes,
    :camera                   => (30,30),
+    :extra_kwargs             => Dict()
 )

 const _axis_defaults = KW(
@@ -418,37 +420,26 @@ const _suppress_warnings = Set{Symbol}([

 # add defaults for the letter versions
 const _axis_defaults_byletter = KW()
-for letter in (:x,:y,:z)
-    for k in keys(_axis_defaults)
-    # for k in (
-    #             :guide,
-    #             :lims,
-    #             :ticks,
-    #             :scale,
-    #             :rotation,
-    #             :flip,
-    #             :link,
-    #             :tickfont,
-    #             :guidefont,
-    #             :foreground_color_axis,
-    #             :foreground_color_border,
-    #             :foreground_color_text,
-    #             :foreground_color_guide,
-    #             :discrete_values,
-    #             :formatter,
-    #         )
-        _axis_defaults_byletter[Symbol(letter,k)] = :match

-        # allow the underscore version too: xguide or x_guide
-        add_aliases(Symbol(letter, k), Symbol(letter, "_", k))
+function reset_axis_defaults_byletter!()
+    for letter in (:x,:y,:z)
+        _axis_defaults_byletter[letter] = KW()
+        for (k,v) in _axis_defaults
+            _axis_defaults_byletter[letter][k] = v
+        end
    end
 end
+reset_axis_defaults_byletter!()
+
+for letter in (:x,:y,:z), k in keys(_axis_defaults)
+    # allow the underscore version too: xguide or x_guide
+    add_aliases(Symbol(letter, k), Symbol(letter, "_", k))
+end

 const _all_defaults = KW[
    _series_defaults,
    _plot_defaults,
-    _subplot_defaults,
-    _axis_defaults_byletter
+    _subplot_defaults
 ]

 const _initial_defaults = deepcopy(_all_defaults)
@@ -461,21 +452,42 @@ 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]
+
+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::KW, sym::Symbol, aliases::Dict{Symbol,Symbol}, options::AVec, plotIndex::Int)
+function aliasesAndAutopick(plotattributes::AKW, sym::Symbol, aliases::Dict{Symbol,Symbol}, options::AVec, plotIndex::Int)
    if plotattributes[sym] == :auto
        plotattributes[sym] = autopick_ignore_none_auto(options, plotIndex)
    elseif haskey(aliases, plotattributes[sym])
@@ -555,21 +567,23 @@ 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)
@@ -580,6 +594,7 @@ 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)
@@ -587,7 +602,7 @@ 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)
@@ -601,6 +616,7 @@ 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)
@@ -611,6 +627,16 @@ end

 # -----------------------------------------------------------------------------

+function parse_axis_kw(s::Symbol)
+    s = string(s)
+    for letter in ('x', 'y', 'z')
+        if startswith(s, letter)
+            return (Symbol(letter), Symbol(chop(s, head=1, tail=0)))
+        end
+    end
+    return nothing
+end
+
 # update the defaults globally

 """
@@ -629,7 +655,12 @@ function default(k::Symbol)
    if haskey(_axis_defaults, k)
        return _axis_defaults[k]
    end
-    k in _suppress_warnings || error("Unknown key: ", k)
+    if (axis_k = parse_axis_kw(k)) !== nothing
+        letter, key = axis_k
+        return _axis_defaults_byletter[letter][key]
+    end
+    k == :letter && return k # for type recipe processing
+    return missing
 end

 function default(k::Symbol, v)
@@ -644,30 +675,39 @@ function default(k::Symbol, v)
        _axis_defaults[k] = v
        return v
    end
+    if (axis_k = parse_axis_kw(k)) !== nothing
+        letter, key = axis_k
+        _axis_defaults_byletter[letter][key] = v
+        return v
+    end
    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
 end

-function default(plotattributes::KW, k::Symbol)
+function default(plotattributes::AKW, k::Symbol)
    get(plotattributes, k, default(k))
 end

 function reset_defaults()
    foreach(merge!, _all_defaults, _initial_defaults)
    merge!(_axis_defaults, _initial_axis_defaults)
+    reset_axis_defaults_byletter!()
 end

 # -----------------------------------------------------------------------------

 # if arg is a valid color value, then set plotattributes[csym] and return true
-function handleColors!(plotattributes::KW, arg, csym::Symbol)
+function handleColors!(plotattributes::AKW, arg, csym::Symbol)
    try
        if arg == :auto
            plotattributes[csym] = :auto
@@ -684,7 +724,7 @@ end



-function processLineArg(plotattributes::KW, arg)
+function processLineArg(plotattributes::AKW, arg)
    # seriestype
    if allLineTypes(arg)
        plotattributes[:seriestype] = arg
@@ -723,7 +763,7 @@ function processLineArg(plotattributes::KW, arg)
 end


-function processMarkerArg(plotattributes::KW, arg)
+function processMarkerArg(plotattributes::AKW, arg)
    # markershape
    if allShapes(arg)
        plotattributes[:markershape] = arg
@@ -763,7 +803,7 @@ function processMarkerArg(plotattributes::KW, arg)
 end


-function processFillArg(plotattributes::KW, arg)
+function processFillArg(plotattributes::AKW, arg)
    # fr = get(plotattributes, :fillrange, 0)
    if typeof(arg) <: Brush
        arg.size  === nothing || (plotattributes[:fillrange] = arg.size)
@@ -786,7 +826,6 @@ function processFillArg(plotattributes::KW, arg)
        plotattributes[:fillrange] = arg

    elseif !handleColors!(plotattributes, arg, :fillcolor)
-
        plotattributes[:fillrange] = arg
    end
    # plotattributes[:fillrange] = fr
@@ -794,7 +833,7 @@ function processFillArg(plotattributes::KW, arg)
 end


-function processGridArg!(plotattributes::KW, arg, letter)
+function processGridArg!(plotattributes::AKW, arg, letter)
    if arg in _allGridArgs || isa(arg, Bool)
        plotattributes[Symbol(letter, :grid)] = hasgrid(arg, letter)

@@ -822,7 +861,7 @@ function processGridArg!(plotattributes::KW, arg, letter)
    end
 end

-function processMinorGridArg!(plotattributes::KW, arg, letter)
+function processMinorGridArg!(plotattributes::AKW, arg, letter)
    if arg in _allGridArgs || isa(arg, Bool)
        plotattributes[Symbol(letter, :minorgrid)] = hasgrid(arg, letter)

@@ -855,7 +894,7 @@ function processMinorGridArg!(plotattributes::KW, arg, letter)
    end
 end

-function processFontArg!(plotattributes::KW, fontname::Symbol, arg)
+function processFontArg!(plotattributes::AKW, fontname::Symbol, arg)
    T = typeof(arg)
    if T <: Font
        plotattributes[Symbol(fontname, :family)] = arg.family
@@ -892,7 +931,7 @@ _replace_markershape(shape::Symbol) = get(_markerAliases, shape, shape)
 _replace_markershape(shapes::AVec) = map(_replace_markershape, shapes)
 _replace_markershape(shape) = shape

-function _add_markershape(plotattributes::KW)
+function _add_markershape(plotattributes::AKW)
    # add the markershape if it needs to be added... hack to allow "m=10" to add a shape,
    # and still allow overriding in _apply_recipe
    ms = pop!(plotattributes, :markershape_to_add, :none)
@@ -902,28 +941,13 @@ function _add_markershape(plotattributes::KW)
 end

 "Handle all preprocessing of args... break out colors/sizes/etc and replace aliases."
-function preprocessArgs!(plotattributes::KW)
+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!(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
@@ -931,7 +955,7 @@ function preprocessArgs!(plotattributes::KW)
    # handle axis args
    for letter in (:x, :y, :z)
        asym = Symbol(letter, :axis)
-        args = pop!(plotattributes, asym, ())
+        args = RecipesPipeline.pop_kw!(plotattributes, asym, ())
        if !(typeof(args) <: Axis)
            for arg in wraptuple(args)
                process_axis_arg!(plotattributes, arg, letter)
@@ -949,7 +973,7 @@ function preprocessArgs!(plotattributes::KW)
    end

    # handle grid args common to all axes
-    args = pop!(plotattributes, :grid, ())
+    args = RecipesPipeline.pop_kw!(plotattributes, :grid, ())
    for arg in wraptuple(args)
        for letter in (:x, :y, :z)
            processGridArg!(plotattributes, arg, letter)
@@ -958,13 +982,13 @@ function preprocessArgs!(plotattributes::KW)
    # handle individual axes grid args
    for letter in (:x, :y, :z)
        gridsym = Symbol(letter, :grid)
-        args = pop!(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!(plotattributes, :minorgrid, ())
+    args = RecipesPipeline.pop_kw!(plotattributes, :minorgrid, ())
    for arg in wraptuple(args)
        for letter in (:x, :y, :z)
            processMinorGridArg!(plotattributes, arg, letter)
@@ -973,21 +997,14 @@ function preprocessArgs!(plotattributes::KW)
    # handle individual axes grid args
    for letter in (:x, :y, :z)
        gridsym = Symbol(letter, :minorgrid)
-        args = pop!(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!(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!(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)
@@ -997,15 +1014,35 @@ function preprocessArgs!(plotattributes::KW)
    # handle individual axes font args
    for letter in (:x, :y, :z)
        for fontname in (:tickfont, :guidefont)
-            args = pop!(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!(plotattributes, :line, ()))
+    for arg in wraptuple(RecipesPipeline.pop_kw!(plotattributes, :line, ()))
        processLineArg(plotattributes, arg)
    end

@@ -1019,7 +1056,7 @@ function preprocessArgs!(plotattributes::KW)
        processMarkerArg(plotattributes, arg)
        anymarker = true
    end
-    delete!(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
@@ -1033,7 +1070,7 @@ function preprocessArgs!(plotattributes::KW)
    for arg in wraptuple(get(plotattributes, :fill, ()))
        processFillArg(plotattributes, arg)
    end
-    delete!(plotattributes, :fill)
+    RecipesPipeline.reset_kw!(plotattributes, :fill)

    # handle series annotations
    if haskey(plotattributes, :series_annotations)
@@ -1082,99 +1119,46 @@ function preprocessArgs!(plotattributes::KW)
    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::KW, idxfilter)
-    for s in (:x, :y, :z)
-        plotattributes[s] = filter_data(get(plotattributes, s, nothing), idxfilter)
-    end
-end
-
-function _filter_input_data!(plotattributes::KW)
-    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::KW)
+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::KW)
+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
@@ -1186,7 +1170,10 @@ function warnOnUnsupported(pkg::AbstractBackend, plotattributes::KW)
    end
 end

-function warnOnUnsupported_scales(pkg::AbstractBackend, plotattributes::KW)
+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]
@@ -1205,7 +1192,7 @@ 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")
@@ -1232,18 +1219,19 @@ slice_arg(wrapper::InputWrapper, idx) = wrapper.obj
 slice_arg(v, idx) = v


-# given an argument key (k), we want to extract the argument value for this index.
-# matrices are sliced by column, otherwise we
-# if nothing is set (or container is empty), return the default or the existing value.
-function slice_arg!(plotattributes_in::KW,plotattributes_out::KW, k::Symbol, default_value, idx::Int, remove_pair::Bool)
-    v = get(plotattributes_in, k, get(plotattributes_out, k, default_value))
-   plotattributes_out[k] = if haskey(plotattributes_in, k) && typeof(v) <: AMat && !isempty(v)
+# given an argument key (k), extract the argument value for this index,
+# and set into plotattributes[k]. Matrices are sliced by column.
+# if nothing is set (or container is empty), return the existing value.
+function slice_arg!(plotattributes_in, plotattributes_out,
+                    k::Symbol, idx::Int, remove_pair::Bool)
+    v = get(plotattributes_in, k, plotattributes_out[k])
+    plotattributes_out[k] = if haskey(plotattributes_in, k) && typeof(v) <: AMat && !isempty(v)
        slice_arg(v, idx)
    else
        v
    end
    if remove_pair
-        delete!(plotattributes_in, k)
+        RecipesPipeline.reset_kw!(plotattributes_in, k)
    end
    return
 end
@@ -1252,7 +1240,7 @@ end

 # # if the value is `:match` then we take whatever match_color is.
 # # this is mainly used for cascading defaults for foreground and background colors
-# function color_or_match!(plotattributes::KW, k::Symbol, match_color)
+# function color_or_match!(plotattributes::AKW, k::Symbol, match_color)
 #     v = plotattributes[k]
 #     plotattributes[k] = if v == :match
 #         match_color
@@ -1263,15 +1251,9 @@ end
 #     end
 # end

-function color_or_nothing!(plotattributes::KW, k::Symbol)
+function color_or_nothing!(plotattributes, k::Symbol)
    v = plotattributes[k]
-    plotattributes[k] = if v === nothing || v == false
-        RGBA{Float64}(0,0,0,0)
-    elseif v != :match
-        plot_color(v)
-    else
-        v
-    end
+    plotattributes[k] = v == :match ? v : plot_color(v)
    return
 end

@@ -1370,18 +1352,18 @@ Base.get(series::Series, k::Symbol, v) = get(series.plotattributes, k, v)

 # -----------------------------------------------------------------------------

-function fg_color(plotattributes::KW)
-    fg = default(plotattributes, :foreground_color)
+function fg_color(plotattributes::AKW)
+    fg = get(plotattributes, :foreground_color, :auto)
    if fg == :auto
-        bg = plot_color(default(plotattributes, :background_color))
+        bg = plot_color(get(plotattributes, :background_color, :white))
        fg = isdark(bg) ? colorant"white" : colorant"black"
    else
        plot_color(fg)
    end
 end

-function fg_color_sp(plotattributes::KW)
-    fgsp = default(plotattributes, :foreground_color_subplot)
+function fg_color_sp(plotattributes::AKW)
+    fgsp = get(plotattributes, :foreground_color_subplot, :match)
    if fg == :match
        fg_color(plotattributes)
    else
@@ -1392,13 +1374,13 @@ end


 # update attr from an input dictionary
-function _update_plot_args(plt::Plot, plotattributes_in::KW)
+function _update_plot_args(plt::Plot, plotattributes_in::AKW)
    for (k,v) in _plot_defaults
-        slice_arg!(plotattributes_in, plt.attr, k, v, 1, true)
+        slice_arg!(plotattributes_in, plt.attr, k, 1, true)
    end

    # handle colors
-   plotattributes= plt.attr
+    plotattributes= plt.attr
    plt[:background_color] = plot_color(plotattributes[:background_color])
    plt[:foreground_color] = fg_color(plotattributes)
    # bg = plot_color(plt.attr[:background_color])
@@ -1433,8 +1415,7 @@ 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)

@@ -1445,7 +1426,7 @@ function _update_subplot_colors(sp::Subplot)
    return
 end

-function _update_axis(plt::Plot, sp::Subplot, plotattributes_in::KW, letter::Symbol, subplot_index::Int)
+function _update_axis(plt::Plot, sp::Subplot, plotattributes_in::AKW, letter::Symbol, subplot_index::Int)
    # get (maybe initialize) the axis
    axis = get_axis(sp, letter)

@@ -1461,13 +1442,10 @@ function _update_axis(plt::Plot, sp::Subplot, plotattributes_in::KW, letter::Sym
    return
 end

-function _update_axis(axis::Axis, plotattributes_in::KW, letter::Symbol, subplot_index::Int)
-    # grab magic args (for example `xaxis = (:flip, :log)`)
-    args = wraptuple(get(plotattributes_in, Symbol(letter, :axis), ()))
-
+function _update_axis(axis::Axis, plotattributes_in::AKW, letter::Symbol, subplot_index::Int)
    # build the KW of arguments from the letter version (i.e. xticks --> ticks)
    kw = KW()
-    for (k,v) in _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)
@@ -1482,7 +1460,7 @@ function _update_axis(axis::Axis, plotattributes_in::KW, letter::Symbol, subplot
    end

    # update the axis
-    attr!(axis, args...; kw...)
+    attr!(axis; kw...)
    return
 end

@@ -1512,12 +1490,12 @@ function _update_axis_links(plt::Plot, axis::Axis, letter::Symbol)
 end

 # update a subplots args and axes
-function _update_subplot_args(plt::Plot, sp::Subplot, plotattributes_in::KW, subplot_index::Int, remove_pair::Bool)
-    anns = pop!(sp.attr, :annotations, [])
+function _update_subplot_args(plt::Plot, sp::Subplot, plotattributes_in, subplot_index::Int, remove_pair::Bool)
+    anns = RecipesPipeline.pop_kw!(sp.attr, :annotations)

-    # grab those args which apply to this subplot
-    for (k,v) in _subplot_defaults
-        slice_arg!(plotattributes_in, sp.attr, k, v, subplot_index, remove_pair)
+    # # grab those args which apply to this subplot
+    for k in keys(_subplot_defaults)
+        slice_arg!(plotattributes_in, sp.attr, k, subplot_index, remove_pair)
    end

    _update_subplot_periphery(sp, anns)
@@ -1540,9 +1518,9 @@ 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
@@ -1551,30 +1529,33 @@ function get_series_color(c::AbstractArray, sp::Subplot, n::Int, seriestype)
    map(x->get_series_color(x, sp, n, seriestype), c)
 end

-function ensure_gradient!(plotattributes::KW, csym::Symbol, asym::Symbol)
-    if !isa(plotattributes[csym], ColorGradient)
+function ensure_gradient!(plotattributes::AKW, csym::Symbol, asym::Symbol)
+    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

-function _replace_linewidth(plotattributes::KW)
+function _replace_linewidth(plotattributes::AKW)
    # get a good default linewidth... 0 for surface and heatmaps
-    if get(plotattributes, :linewidth, :auto) == :auto
+    if plotattributes[:linewidth] == :auto
        plotattributes[:linewidth] = (get(plotattributes, :seriestype, :path) in (:surface,:heatmap,:image) ? 0 : 1)
    end
 end

-function _add_defaults!(plotattributes::KW, plt::Plot, sp::Subplot, commandIndex::Int)
-    # add default values to our dictionary, being careful not to delete what we just added!
-    for (k,v) in _series_defaults
-        slice_arg!(plotattributes, plotattributes, k, v, commandIndex, false)
+function _slice_series_args!(plotattributes::AKW, plt::Plot, sp::Subplot, commandIndex::Int)
+    for k in keys(_series_defaults)
+        haskey(plotattributes, k) && slice_arg!(plotattributes, plotattributes, k, commandIndex, false)
    end
-
    return plotattributes
 end

-
-function _update_series_attributes!(plotattributes::KW, plt::Plot, sp::Subplot)
+function _update_series_attributes!(plotattributes::AKW, plt::Plot, sp::Subplot)
    pkg = plt.backend
    globalIndex = plotattributes[:series_plotindex]
    plotIndex = _series_index(plotattributes, sp)
@@ -1644,6 +1625,7 @@ function _update_series_attributes!(plotattributes::KW, plt::Plot, sp::Subplot)
    # set label
    label = plotattributes[:label]
    label = (label == "AUTO" ? "y$globalIndex" : label)
+    label = label in (:none, nothing, false) ? "" : label
    plotattributes[:label] = label

    _replace_linewidth(plotattributes)
@@ -7,29 +7,20 @@
 # -------------------------------------------------------------------------

 function Axis(sp::Subplot, letter::Symbol, args...; kw...)
-    # init with values from _plot_defaults
-    plotattributes = KW(
+    explicit = KW(
        :letter => letter,
-        # :extrema => (Inf, -Inf),
        :extrema => Extrema(),
        :discrete_map => Dict(),   # map discrete values to discrete indices
        :continuous_values => zeros(0),
+        :discrete_values => [],
        :use_minor => false,
        :show => true,  # show or hide the axis? (useful for linked subplots)
    )

-    # get defaults from letter version, unless match
-    for (k,v) in _axis_defaults
-        lk = Symbol(letter, k)
-        lv = _axis_defaults_byletter[lk]
-        plotattributes[k] = (lv == :match ? v : lv)
-    end
-
-    # merge!(plotattributes, _axis_defaults)
-    plotattributes[:discrete_values] = []
+    attr = DefaultsDict(explicit, _axis_defaults_byletter[letter])

    # update the defaults
-    attr!(Axis([sp], plotattributes), args...; kw...)
+    attr!(Axis([sp], attr), args...; kw...)
 end

 function get_axis(sp::Subplot, letter::Symbol)
@@ -41,10 +32,9 @@ function get_axis(sp::Subplot, letter::Symbol)
    end::Axis
 end

-function process_axis_arg!(plotattributes::KW, arg, letter = "")
+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
@@ -93,6 +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)
@@ -123,33 +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)
@@ -157,7 +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
@@ -167,7 +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,
@@ -178,7 +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
@@ -202,24 +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)
@@ -311,7 +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
@@ -361,7 +326,7 @@ function expand_extrema!(axis::Axis, v::AVec{N}) where N<:Number
 end


-function expand_extrema!(sp::Subplot, plotattributes::KW)
+function expand_extrema!(sp::Subplot, plotattributes::AKW)
    vert = isvertical(plotattributes)

    # first expand for the data
@@ -406,7 +371,7 @@ function expand_extrema!(sp::Subplot, plotattributes::KW)
    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
@@ -451,7 +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)
@@ -490,11 +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)
@@ -520,7 +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
@@ -603,18 +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]
@@ -637,13 +591,13 @@ function axis_drawing_info(sp::Subplot)

    if sp[:framestyle] != :none
        # xaxis
+        y1, y2 = if sp[:framestyle] in (:origin, :zerolines)
+            0.0, 0.0
+        else
+            xor(xaxis[:mirror], yaxis[:flip]) ? (ymax, ymin) : (ymin, ymax)
+        end
        if xaxis[:showaxis]
            if sp[:framestyle] != :grid
-                y1, y2 = if sp[:framestyle] in (:origin, :zerolines)
-                    0.0, 0.0
-                else
-                    xor(xaxis[:mirror], yaxis[:flip]) ? (ymax, ymin) : (ymin, ymax)
-                end
                push!(xaxis_segs, (xmin, y1), (xmax, y1))
                # don't show the 0 tick label for the origin framestyle
                if sp[:framestyle] == :origin && !(xticks in (:none, nothing, false)) && length(xticks) > 1
@@ -654,57 +608,50 @@ 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])
-            ticks_in = xaxis[:tick_direction] == :out ? -1 : 1
-            t1 = invf(f(ymin) + 0.015 * (f(ymax) - f(ymin)) * ticks_in)
-            t2 = invf(f(ymax) - 0.015 * (f(ymax) - f(ymin)) * ticks_in)
-            t3 = invf(f(0) + 0.015 * (f(ymax) - f(ymin)) * ticks_in)
+            f = RecipesPipeline.scale_func(yaxis[:scale])
+            invf = RecipesPipeline.inverse_scale_func(yaxis[:scale])
+            tick_start, tick_stop = if sp[:framestyle] == :origin
+                t = invf(f(0) + 0.012 * (f(ymax) - f(ymin)))
+                (-t, t)
+            else
+                ticks_in = xaxis[:tick_direction] == :out ? -1 : 1
+                t = invf(f(y1) + 0.012 * (f(y2) - f(y1)) * ticks_in)
+                (y1, t)
+            end

            for xtick in xticks[1]
                if xaxis[:showaxis]
-                    tick_start, tick_stop = if sp[:framestyle] == :origin
-                        (0, t3)
-                    else
-                        xor(xaxis[:mirror], yaxis[:flip]) ? (ymax, t2) : (ymin, t1)
-                    end
                    push!(xtick_segs, (xtick, tick_start), (xtick, tick_stop)) # bottom tick
                end
-                # sp[:draw_axes_border] && push!(xaxis_segs, (xtick, ymax), (xtick, t2)) # top tick
                xaxis[:grid] && push!(xgrid_segs, (xtick, ymin), (xtick, ymax)) # vertical grid
            end
-        end
-        if !(xaxis[:minorticks] in (:none, nothing, false)) || xaxis[:minorgrid]
-            f = scalefunc(yaxis[:scale])
-            invf = invscalefunc(yaxis[:scale])
-            ticks_in = xaxis[:tick_direction] == :out ? -1 : 1
-            t1 = invf(f(ymin) + 0.01 * (f(ymax) - f(ymin)) * ticks_in)
-            t2 = invf(f(ymax) - 0.01 * (f(ymax) - f(ymin)) * ticks_in)
-            t3 = invf(f(0) + 0.01 * (f(ymax) - f(ymin)) * ticks_in)

-            for xminortick in xminorticks
-                if xaxis[:showaxis]
-                    tick_start, tick_stop = if sp[:framestyle] == :origin
-                        (0, t3)
-                    else
-                        xor(xaxis[:mirror], yaxis[:flip]) ? (ymax, t2) : (ymin, t1)
-                    end
-                    push!(xtick_segs, (xminortick, tick_start), (xminortick, tick_stop)) # bottom tick
+            if !(xaxis[:minorticks] in (:none, nothing, false)) || xaxis[:minorgrid]
+                tick_start, tick_stop = if sp[:framestyle] == :origin
+                    t = invf(f(0) + 0.006 * (f(ymax) - f(ymin)))
+                    (-t, t)
+                else
+                    t = invf(f(y1) + 0.006 * (f(y2) - f(y1)) * ticks_in)
+                    (y1, t)
+                end
+                for xtick in xminorticks
+                    if xaxis[:showaxis]
+                        push!(xtick_segs, (xtick, tick_start), (xtick, tick_stop)) # bottom tick
+                    end
+                    xaxis[:minorgrid] && push!(xminorgrid_segs, (xtick, ymin), (xtick, ymax)) # vertical grid
                end
-                # sp[:draw_axes_border] && push!(xaxis_segs, (xtick, ymax), (xtick, t2)) # top tick
-                xaxis[:minorgrid] && push!(xminorgrid_segs, (xminortick, ymin), (xminortick, ymax)) # vertical grid
            end
        end


        # yaxis
+        x1, x2 = if sp[:framestyle] in (:origin, :zerolines)
+            0.0, 0.0
+        else
+            xor(yaxis[:mirror], xaxis[:flip]) ? (xmax, xmin) : (xmin, xmax)
+        end
        if yaxis[:showaxis]
            if sp[:framestyle] != :grid
-                x1, x2 = if sp[:framestyle] in (:origin, :zerolines)
-                    0.0, 0.0
-                else
-                    xor(yaxis[:mirror], xaxis[:flip]) ? (xmax, xmin) : (xmin, xmax)
-                end
                push!(yaxis_segs, (x1, ymin), (x1, ymax))
                # don't show the 0 tick label for the origin framestyle
                if sp[:framestyle] == :origin && !(yticks in (:none, nothing,false)) && length(yticks) > 1
@@ -715,48 +662,299 @@ 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])
-            ticks_in = yaxis[:tick_direction] == :out ? -1 : 1
-            t1 = invf(f(xmin) + 0.015 * (f(xmax) - f(xmin)) * ticks_in)
-            t2 = invf(f(xmax) - 0.015 * (f(xmax) - f(xmin)) * ticks_in)
-            t3 = invf(f(0) + 0.015 * (f(xmax) - f(xmin)) * ticks_in)
+            f = RecipesPipeline.scale_func(xaxis[:scale])
+            invf = RecipesPipeline.inverse_scale_func(xaxis[:scale])
+            tick_start, tick_stop = if sp[:framestyle] == :origin
+                t = invf(f(0) + 0.012 * (f(xmax) - f(xmin)))
+                (-t, t)
+            else
+                ticks_in = yaxis[:tick_direction] == :out ? -1 : 1
+                t = invf(f(x1) + 0.012 * (f(x2) - f(x1)) * ticks_in)
+                (x1, t)
+            end

            for ytick in yticks[1]
                if yaxis[:showaxis]
-                    tick_start, tick_stop = if sp[:framestyle] == :origin
-                        (0, t3)
-                    else
-                        xor(yaxis[:mirror], xaxis[:flip]) ? (xmax, t2) : (xmin, t1)
-                    end
                    push!(ytick_segs, (tick_start, ytick), (tick_stop, ytick)) # left tick
                end
-                # sp[:draw_axes_border] && push!(yaxis_segs, (xmax, ytick), (t2, ytick)) # right tick
                yaxis[:grid] && push!(ygrid_segs, (xmin, ytick), (xmax, ytick)) # horizontal grid
            end
-        end
-        if !(yaxis[:minorticks] in (:none, nothing, false)) || yaxis[:minorgrid]
-            f = scalefunc(xaxis[:scale])
-            invf = invscalefunc(xaxis[:scale])
-            ticks_in = yaxis[:tick_direction] == :out ? -1 : 1
-            t1 = invf(f(xmin) + 0.01 * (f(xmax) - f(xmin)) * ticks_in)
-            t2 = invf(f(xmax) - 0.01 * (f(xmax) - f(xmin)) * ticks_in)
-            t3 = invf(f(0) + 0.01 * (f(xmax) - f(xmin)) * ticks_in)

-            for ytick in yminorticks
-                if yaxis[:showaxis]
-                    tick_start, tick_stop = if sp[:framestyle] == :origin
-                        (0, t3)
-                    else
-                        xor(yaxis[:mirror], xaxis[:flip]) ? (xmax, t2) : (xmin, t1)
-                    end
-                    push!(ytick_segs, (tick_start, ytick), (tick_stop, ytick)) # left tick
+            if !(yaxis[:minorticks] in (:none, nothing, false)) || yaxis[:minorgrid]
+                tick_start, tick_stop = if sp[:framestyle] == :origin
+                    t = invf(f(0) + 0.006 * (f(xmax) - f(xmin)))
+                    (-t, t)
+                else
+                    t = invf(f(x1) + 0.006 * (f(x2) - f(x1)) * ticks_in)
+                    (x1, t)
+                end
+                for ytick in yminorticks
+                    if yaxis[:showaxis]
+                        push!(ytick_segs, (tick_start, ytick), (tick_stop, ytick)) # left tick
+                    end
+                    yaxis[:minorgrid] && push!(yminorgrid_segs, (xmin, ytick), (xmax, ytick)) # horizontal grid
                end
-                # sp[:draw_axes_border] && push!(yaxis_segs, (xmax, ytick), (t2, ytick)) # right tick
-                yaxis[:minorgrid] && push!(yminorgrid_segs, (xmin, ytick), (xmax, ytick)) # horizontal grid
            end
        end
    end

    xticks, yticks, xaxis_segs, yaxis_segs, xtick_segs, ytick_segs, xgrid_segs, ygrid_segs, xminorgrid_segs, yminorgrid_segs, xborder_segs, yborder_segs
 end
+
+
+function axis_drawing_info_3d(sp::Subplot)
+    xaxis, yaxis, zaxis = sp[:xaxis], sp[:yaxis], sp[:zaxis]
+    xmin, xmax = axis_limits(sp, :x)
+    ymin, ymax = axis_limits(sp, :y)
+    zmin, zmax = axis_limits(sp, :z)
+    xticks = get_ticks(sp, xaxis)
+    yticks = get_ticks(sp, yaxis)
+    zticks = get_ticks(sp, zaxis)
+    xminorticks = get_minor_ticks(sp, xaxis, xticks)
+    yminorticks = get_minor_ticks(sp, yaxis, yticks)
+    zminorticks = get_minor_ticks(sp, zaxis, zticks)
+    xaxis_segs = Segments(3)
+    yaxis_segs = Segments(3)
+    zaxis_segs = Segments(3)
+    xtick_segs = Segments(3)
+    ytick_segs = Segments(3)
+    ztick_segs = Segments(3)
+    xgrid_segs = Segments(3)
+    ygrid_segs = Segments(3)
+    zgrid_segs = Segments(3)
+    xminorgrid_segs = Segments(3)
+    yminorgrid_segs = Segments(3)
+    zminorgrid_segs = Segments(3)
+    xborder_segs = Segments(3)
+    yborder_segs = Segments(3)
+    zborder_segs = Segments(3)
+
+    if sp[:framestyle] != :none
+
+        # xaxis
+        y1, y2 = if sp[:framestyle] in (:origin, :zerolines)
+            0.0, 0.0
+        else
+            xor(xaxis[:mirror], yaxis[:flip]) ? (ymax, ymin) : (ymin, ymax)
+        end
+        z1, z2 = if sp[:framestyle] in (:origin, :zerolines)
+            0.0, 0.0
+        else
+            xor(xaxis[:mirror], zaxis[:flip]) ? (zmax, zmin) : (zmin, zmax)
+        end
+        if xaxis[:showaxis]
+            if sp[:framestyle] != :grid
+                push!(xaxis_segs, (xmin, y1, z1), (xmax, y1, z1))
+                # don't show the 0 tick label for the origin framestyle
+                if sp[:framestyle] == :origin && !(xticks in (:none, nothing, false)) && length(xticks) > 1
+                    showticks = xticks[1] .!= 0
+                    xticks = (xticks[1][showticks], xticks[2][showticks])
+                end
+            end
+            sp[:framestyle] in (:semi, :box) && push!(xborder_segs, (xmin, y2, z2), (xmax, y2, z2)) # top spine
+        end
+        if !(xaxis[:ticks] in (:none, nothing, false))
+            f = RecipesPipeline.scale_func(yaxis[:scale])
+            invf = RecipesPipeline.inverse_scale_func(yaxis[:scale])
+            tick_start, tick_stop = if sp[:framestyle] == :origin
+                t = invf(f(0) + 0.012 * (f(ymax) - f(ymin)))
+                (-t, t)
+            else
+                ticks_in = xaxis[:tick_direction] == :out ? -1 : 1
+                t = invf(f(y1) + 0.012 * (f(y2) - f(y1)) * ticks_in)
+                (y1, t)
+            end
+
+            for xtick in xticks[1]
+                if xaxis[:showaxis]
+                    push!(xtick_segs, (xtick, tick_start, z1), (xtick, tick_stop, z1)) # bottom tick
+                end
+                if xaxis[:grid]
+                    if sp[:framestyle] in (:origin, :zerolines)
+                        push!(xgrid_segs, (xtick, ymin, 0.0), (xtick, ymax, 0.0))
+                        push!(xgrid_segs, (xtick, 0.0, zmin), (xtick, 0.0, zmax))
+                    else
+                        push!(xgrid_segs, (xtick, y1, z1), (xtick, y2, z1))
+                        push!(xgrid_segs, (xtick, y2, z1), (xtick, y2, z2))
+                    end
+                end
+            end
+
+            if !(xaxis[:minorticks] in (:none, nothing, false)) || xaxis[:minorgrid]
+                tick_start, tick_stop = if sp[:framestyle] == :origin
+                    t = invf(f(0) + 0.006 * (f(ymax) - f(ymin)))
+                    (-t, t)
+                else
+                    t = invf(f(y1) + 0.006 * (f(y2) - f(y1)) * ticks_in)
+                    (y1, t)
+                end
+                for xtick in xminorticks
+                    if xaxis[:showaxis]
+                        push!(xtick_segs, (xtick, tick_start, z1), (xtick, tick_stop, z1)) # bottom tick
+                    end
+                    if xaxis[:minorgrid]
+                        if sp[:framestyle] in (:origin, :zerolines)
+                            push!(xminorgrid_segs, (xtick, ymin, 0.0), (xtick, ymax, 0.0))
+                            push!(xminorgrid_segs, (xtick, 0.0, zmin), (xtick, 0.0, zmax))
+                        else
+                            push!(xminorgrid_segs, (xtick, y1, z1), (xtick, y2, z1))
+                            push!(xminorgrid_segs, (xtick, y2, z1), (xtick, y2, z2))
+                        end
+                    end
+                end
+            end
+        end
+
+
+        # yaxis
+        x1, x2 = if sp[:framestyle] in (:origin, :zerolines)
+            0.0, 0.0
+        else
+            xor(yaxis[:mirror], xaxis[:flip]) ? (xmin, xmax) : (xmax, xmin)
+        end
+        z1, z2 = if sp[:framestyle] in (:origin, :zerolines)
+            0.0, 0.0
+        else
+            xor(yaxis[:mirror], zaxis[:flip]) ? (zmax, zmin) : (zmin, zmax)
+        end
+        if yaxis[:showaxis]
+            if sp[:framestyle] != :grid
+                push!(yaxis_segs, (x1, ymin, z1), (x1, ymax, z1))
+                # don't show the 0 tick label for the origin framestyle
+                if sp[:framestyle] == :origin && !(yticks in (:none, nothing,false)) && length(yticks) > 1
+                    showticks = yticks[1] .!= 0
+                    yticks = (yticks[1][showticks], yticks[2][showticks])
+                end
+            end
+            sp[:framestyle] in (:semi, :box) && push!(yborder_segs, (x2, ymin, z2), (x2, ymax, z2)) # right spine
+        end
+        if !(yaxis[:ticks] in (:none, nothing, false))
+            f = RecipesPipeline.scale_func(xaxis[:scale])
+            invf = RecipesPipeline.inverse_scale_func(xaxis[:scale])
+            tick_start, tick_stop = if sp[:framestyle] == :origin
+                t = invf(f(0) + 0.012 * (f(xmax) - f(xmin)))
+                (-t, t)
+            else
+                ticks_in = yaxis[:tick_direction] == :out ? -1 : 1
+                t = invf(f(x1) + 0.012 * (f(x2) - f(x1)) * ticks_in)
+                (x1, t)
+            end
+
+            for ytick in yticks[1]
+                if yaxis[:showaxis]
+                    push!(ytick_segs, (tick_start, ytick, z1), (tick_stop, ytick, z1)) # left tick
+                end
+                if yaxis[:grid]
+                    if sp[:framestyle] in (:origin, :zerolines)
+                        push!(ygrid_segs, (xmin, ytick, 0.0), (xmax, ytick, 0.0))
+                        push!(ygrid_segs, (0.0, ytick, zmin), (0.0, ytick, zmax))
+                    else
+                        push!(ygrid_segs, (x1, ytick, z1), (x2, ytick, z1))
+                        push!(ygrid_segs, (x2, ytick, z1), (x2, ytick, z2))
+                    end
+                end
+            end
+
+            if !(yaxis[:minorticks] in (:none, nothing, false)) || yaxis[:minorgrid]
+                tick_start, tick_stop = if sp[:framestyle] == :origin
+                    t = invf(f(0) + 0.006 * (f(xmax) - f(xmin)))
+                    (-t, t)
+                else
+                    t = invf(f(x1) + 0.006 * (f(x2) - f(x1)) * ticks_in)
+                    (x1, t)
+                end
+                for ytick in yminorticks
+                    if yaxis[:showaxis]
+                        push!(ytick_segs, (tick_start, ytick, z1), (tick_stop, ytick, z1)) # left tick
+                    end
+                    if yaxis[:minorgrid]
+                        if sp[:framestyle] in (:origin, :zerolines)
+                            push!(yminorgrid_segs, (xmin, ytick, 0.0), (xmax, ytick, 0.0))
+                            push!(yminorgrid_segs, (0.0, ytick, zmin), (0.0, ytick, zmax))
+                        else
+                            push!(yminorgrid_segs, (x1, ytick, z1), (x2, ytick, z1))
+                            push!(yminorgrid_segs, (x2, ytick, z1), (x2, ytick, z2))
+                        end
+                    end
+                end
+            end
+        end
+
+
+        # zaxis
+        x1, x2 = if sp[:framestyle] in (:origin, :zerolines)
+            0.0, 0.0
+        else
+            xor(zaxis[:mirror], xaxis[:flip]) ? (xmax, xmin) : (xmin, xmax)
+        end
+        y1, y2 = if sp[:framestyle] in (:origin, :zerolines)
+            0.0, 0.0
+        else
+            xor(zaxis[:mirror], yaxis[:flip]) ? (ymax, ymin) : (ymin, ymax)
+        end
+        if zaxis[:showaxis]
+            if sp[:framestyle] != :grid
+                push!(zaxis_segs, (x1, y1, zmin), (x1, y1, zmax))
+                # don't show the 0 tick label for the origin framestyle
+                if sp[:framestyle] == :origin && !(zticks in (:none, nothing,false)) && length(zticks) > 1
+                    showticks = zticks[1] .!= 0
+                    zticks = (zticks[1][showticks], zticks[2][showticks])
+                end
+            end
+            sp[:framestyle] in (:semi, :box) && push!(zborder_segs, (x2, y2, zmin), (x2, y2, zmax))
+        end
+        if !(zaxis[:ticks] in (:none, nothing, false))
+            f = RecipesPipeline.scale_func(xaxis[:scale])
+            invf = RecipesPipeline.inverse_scale_func(xaxis[:scale])
+            tick_start, tick_stop = if sp[:framestyle] == :origin
+                t = invf(f(0) + 0.012 * (f(ymax) - f(ymin)))
+                (-t, t)
+            else
+                ticks_in = zaxis[:tick_direction] == :out ? -1 : 1
+                t = invf(f(y1) + 0.012 * (f(y2) - f(y1)) * ticks_in)
+                (y1, t)
+            end
+
+            for ztick in zticks[1]
+                if zaxis[:showaxis]
+                    push!(ztick_segs, (x1, tick_start, ztick), (x1, tick_stop, ztick)) # left tick
+                end
+                if zaxis[:grid]
+                    if sp[:framestyle] in (:origin, :zerolines)
+                        push!(zgrid_segs, (xmin, 0.0, ztick), (xmax, 0.0, ztick))
+                        push!(ygrid_segs, (0.0, ymin, ztick), (0.0, ymax, ztick))
+                    else
+                        push!(ygrid_segs, (x1, y1, ztick), (x1, y2, ztick))
+                        push!(ygrid_segs, (x1, y2, ztick), (x2, y2, ztick))
+                    end
+                end
+            end
+
+            if !(zaxis[:minorticks] in (:none, nothing, false)) || zaxis[:minorgrid]
+                tick_start, tick_stop = if sp[:framestyle] == :origin
+                    t = invf(f(0) + 0.006 * (f(ymax) - f(ymin)))
+                    (-t, t)
+                else
+                    t = invf(f(y1) + 0.006 * (f(y2) - f(y1)) * ticks_in)
+                    (y1, t)
+                end
+                for ztick in zminorticks
+                    if zaxis[:showaxis]
+                        push!(ztick_segs, (x1, tick_start, ztick), (x1, tick_stop, ztick)) # left tick
+                    end
+                    if zaxis[:minorgrid]
+                        if sp[:framestyle] in (:origin, :zerolines)
+                            push!(zminorgrid_segs, (xmin, 0.0, ztick), (xmax, 0.0, ztick))
+                            push!(zminorgrid_segs, (0.0, ymin, ztick), (0.0, ymax, ztick))
+                        else
+                            push!(zminorgrid_segs, (x1, y1, ztick), (x1, y2, ztick))
+                            push!(zminorgrid_segs, (x1, y2, ztick), (x2, y2, ztick))
+                        end
+                    end
+                end
+            end
+        end
+    end
+
+    xticks, yticks, zticks, xaxis_segs, yaxis_segs, zaxis_segs, xtick_segs, ytick_segs, ztick_segs, xgrid_segs, ygrid_segs, zgrid_segs, xminorgrid_segs, yminorgrid_segs, zminorgrid_segs, xborder_segs, yborder_segs, zborder_segs
+end
@@ -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,
@@ -673,37 +731,86 @@ const _inspectdr_scale = [:identity, :ln, :log2, :log10]

 const _pgfplotsx_attr = merge_with_base_supported([
    :annotations,
-    :background_color_legend, :background_color_inside, :background_color_outside,
-    :foreground_color_legend, :foreground_color_grid, :foreground_color_axis,
-    :foreground_color_text, :foreground_color_border,
+    :background_color_legend,
+    :background_color_inside,
+    :background_color_outside,
+    :foreground_color_legend,
+    :foreground_color_grid,
+    :foreground_color_axis,
+    :foreground_color_text,
+    :foreground_color_border,
    :label,
-    :seriescolor, :seriesalpha,
-    :linecolor, :linestyle, :linewidth, :linealpha,
-    :markershape, :markercolor, :markersize, :markeralpha,
-    :markerstrokewidth, :markerstrokecolor, :markerstrokealpha,
-    :fillrange, :fillcolor, :fillalpha,
+    :seriescolor,
+    :seriesalpha,
+    :linecolor,
+    :linestyle,
+    :linewidth,
+    :linealpha,
+    :markershape,
+    :markercolor,
+    :markersize,
+    :markeralpha,
+    :markerstrokewidth,
+    :markerstrokecolor,
+    :markerstrokealpha,
+    :fillrange,
+    :fillcolor,
+    :fillalpha,
    :bins,
    :layout,
-    :title, :window_title,
-    :guide, :lims, :ticks, :scale, :flip,
+    :title,
+    :window_title,
+    :guide,
+    :lims,
+    :ticks,
+    :scale,
+    :flip,
    :match_dimensions,
-    :titlefontfamily, :titlefontsize, :titlefonthalign, :titlefontvalign,
-    :titlefontrotation, :titlefontcolor,
-    :legendfontfamily, :legendfontsize, :legendfonthalign, :legendfontvalign,
-    :legendfontrotation, :legendfontcolor,
-    :tickfontfamily, :tickfontsize, :tickfonthalign, :tickfontvalign,
-    :tickfontrotation, :tickfontcolor,
-    :guidefontfamily, :guidefontsize, :guidefonthalign, :guidefontvalign,
-    :guidefontrotation, :guidefontcolor,
-    :grid, :gridalpha, :gridstyle, :gridlinewidth,
-    :legend, :legendtitle, :colorbar, :colorbar_title, :colorbar_entry,
-    :fill_z, :line_z, :marker_z, :levels,
-    :ribbon, :quiver,
+    :titlefontfamily,
+    :titlefontsize,
+    :titlefonthalign,
+    :titlefontvalign,
+    :titlefontrotation,
+    :titlefontcolor,
+    :legendfontfamily,
+    :legendfontsize,
+    :legendfonthalign,
+    :legendfontvalign,
+    :legendfontrotation,
+    :legendfontcolor,
+    :tickfontfamily,
+    :tickfontsize,
+    :tickfonthalign,
+    :tickfontvalign,
+    :tickfontrotation,
+    :tickfontcolor,
+    :guidefontfamily,
+    :guidefontsize,
+    :guidefonthalign,
+    :guidefontvalign,
+    :guidefontrotation,
+    :guidefontcolor,
+    :grid,
+    :gridalpha,
+    :gridstyle,
+    :gridlinewidth,
+    :legend,
+    :legendtitle,
+    :colorbar,
+    :colorbar_title,
+    :colorbar_entry,
+    :fill_z,
+    :line_z,
+    :marker_z,
+    :levels,
+    :ribbon,
+    :quiver,
    :orientation,
    :overwrite_figure,
    :polar,
    :aspect_ratio,
-    :normalize, :weights,
+    :normalize,
+    :weights,
    :inset_subplots,
    :bar_width,
    :arrow,
@@ -712,13 +819,46 @@ const _pgfplotsx_attr = merge_with_base_supported([
    :camera,
    :contour_labels,
 ])
-const _pgfplotsx_seriestype =
-        [:path,  :scatter, :straightline,
-        :path3d, :scatter3d, :surface, :wireframe,
-        :heatmap, :contour, :contour3d,
-        :shape,
-        :steppre, :stepmid, :steppost,  :ysticks, :xsticks]
+const _pgfplotsx_seriestype = [
+    :path,
+    :scatter,
+    :straightline,
+    :path3d,
+    :scatter3d,
+    :surface,
+    :wireframe,
+    :heatmap,
+    :contour,
+    :contour3d,
+    :quiver,
+    :shape,
+    :steppre,
+    :stepmid,
+    :steppost,
+    :ysticks,
+    :xsticks,
+]
 const _pgfplotsx_style = [:auto, :solid, :dash, :dot, :dashdot, :dashdotdot]
-const _pgfplotsx_marker = [:none, :auto, :circle, :rect, :diamond, :utriangle, :dtriangle, :ltriangle, :rtriangle, :cross, :xcross, :star5, :pentagon, :hline, :vline, Shape]
+const _pgfplotsx_marker = [
+    :none,
+    :auto,
+    :circle,
+    :rect,
+    :diamond,
+    :utriangle,
+    :dtriangle,
+    :ltriangle,
+    :rtriangle,
+    :cross,
+    :xcross,
+    :star5,
+    :pentagon,
+    :hline,
+    :vline,
+    Shape,
+]
 const _pgfplotsx_scale = [:identity, :ln, :log2, :log10]
 is_marker_supported(::PGFPlotsXBackend, shape::Shape) = true
+
+# additional constants
+const _pgfplotsx_series_ids = KW()
@@ -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)
@@ -470,7 +470,7 @@ function _update_plot_object(plt::Plot{PGFPlotsBackend})
            push!(style, string("title style = {font = ", pgf_font(sp[:titlefontsize], pgf_thickness_scaling(sp)), ", color = ", cstr, ", draw opacity = ", α, ", rotate = ", sp[:titlefontrotation], "}"))
        end

-        if sp[:aspect_ratio] in (1, :equal)
+        if get_aspect_ratio(sp) in (1, :equal)
            kw[:axisEqual] = "true"
        end

@@ -482,19 +482,19 @@ function _update_plot_object(plt::Plot{PGFPlotsBackend})
        fg_alpha = alpha(plot_color(sp[:foreground_color_legend]))

        push!(style, string(
-            "legend style = {", 
-                pgf_linestyle(pgf_thickness_scaling(sp), sp[:foreground_color_legend], fg_alpha, "solid", ), ",", 
-                "fill = $cstr,", 
-                "fill opacity = $bg_alpha,", 
-                "text opacity = $(alpha(plot_color(sp[:legendfontcolor]))),", 
-                "font = ", pgf_font(sp[:legendfontsize], pgf_thickness_scaling(sp)), 
+            "legend style = {",
+                pgf_linestyle(pgf_thickness_scaling(sp), sp[:foreground_color_legend], fg_alpha, "solid", ), ",",
+                "fill = $cstr,",
+                "fill opacity = $bg_alpha,",
+                "text opacity = $(alpha(plot_color(sp[:legendfontcolor]))),",
+                "font = ", pgf_font(sp[:legendfontsize], pgf_thickness_scaling(sp)),
            "}",
        ))

        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
@@ -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::Dict, src::Dict)
+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::Dict)
+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::Dict)
+
+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::Dict)
+function _hdf5plot_readattr(grp, plotattributes::AbstractDict)
    gnames = names(grp)
    for k in gnames
        try
@@ -581,6 +582,8 @@ function _hdf5plot_read(grp, plotattributes::Dict)
    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
@@ -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
@@ -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
@@ -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,
@@ -108,7 +86,7 @@ function shrink_by(lo, sz, ratio)
 end

 function plotly_apply_aspect_ratio(sp::Subplot, plotarea, pcts)
-    aspect_ratio = sp[:aspect_ratio]
+    aspect_ratio = get_aspect_ratio(sp)
    if aspect_ratio != :none
        if aspect_ratio == :equal
            aspect_ratio = 1.0
@@ -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 +309,95 @@ 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
+    ycenter = 0.52
+    xcenter = 0.55
+    plotly_legend_position_mapping = (
+        right       = (coords = [1.0, ycenter], xanchor = "right", yanchor = "middle"),
+        left        = (coords = [xleft, ycenter], xanchor = "left",  yanchor = "middle"),
+        top         = (coords = [xcenter, 1.0], xanchor = "center",  yanchor = "top"),
+        bottom      = (coords = [xcenter, ybot], xanchor = "center",  yanchor = "bottom"),
+        bottomleft  = (coords = [xleft, ybot], xanchor = "left",  yanchor = "bottom"),
+        bottomright = (coords = [1.0, ybot], xanchor = "right", yanchor = "bottom"),
+        topright    = (coords = [1.0, 1.0], xanchor = "right", yanchor = "top"),
+        topleft     = (coords = [xleft, 1.0], xanchor = "left",  yanchor = "top"),
+        default     = (coords = [1.02, 1.0], xanchor = "auto",  yanchor = "auto")
+    )
+
+    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 +559,6 @@ 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 +568,7 @@ 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 +688,7 @@ 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 +766,11 @@ 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)
@@ -780,9 +798,9 @@ end

 function plotly_hover!(plotattributes_out::KW, hover)
    # hover text
-    if hover in (:none, false)
+    if hover === nothing || all(in([:none, false]), hover)
        plotattributes_out[:hoverinfo] = "none"
-    elseif hover !== nothing
+    elseif any(!isnothing, hover)
        plotattributes_out[:hoverinfo] = "text"
        plotattributes_out[:text] = hover
    end
@@ -808,8 +826,14 @@ 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=\"$mathjax_file\"></script>\n\t\t"
+
    if isijulia() && !ijulia_initialized[]
        # using requirejs seems to be key to load a js depency in IJulia!
        # https://requirejs.org/docs/start.html
@@ -823,7 +847,7 @@ function plotly_html_head(plt::Plot)
        """)
        ijulia_initialized[] = true
    end
-    return "<script src=$(repr(plotly))></script>"
+    return "$mathjax_head<script src=$(repr(plotly))></script>"
 end

 function plotly_html_body(plt, style = nothing)
@@ -860,6 +884,8 @@ end

 # ----------------------------------------------------------------

+Base.showable(::MIME"application/prs.juno.plotpane+html", plt::Plot{PlotlyBackend}) = true
+
 function _show(io::IO, ::MIME"application/vnd.plotly.v1+json", plot::Plot{PlotlyBackend})
    plotly_show_js(io, plot)
 end
@@ -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)
@@ -52,3 +48,5 @@ function closeall(::PlotlyJSBackend)
        close(current().o)
    end
 end
+
+Base.showable(::MIME"application/prs.juno.plotpane+html", plt::Plot{PlotlyJSBackend}) = true
@@ -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)
@@ -478,7 +452,7 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
            # 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: $(typeof(a))")
                else
@@ -486,8 +460,8 @@ function py_add_series(plt::Plot{PyPlotBackend}, series::Series)
                        :arrowstyle => "simple,head_length=$(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 +507,19 @@ 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 +549,7 @@ 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 +559,7 @@ 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 +569,7 @@ 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 +580,7 @@ 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 +590,18 @@ 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 +610,16 @@ 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 +652,7 @@ 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 +661,7 @@ 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 +691,7 @@ 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 +717,7 @@ 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 +739,7 @@ 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 +794,6 @@ 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 +910,7 @@ 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 +960,7 @@ 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 +1005,53 @@ 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 +1062,7 @@ 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 +1092,7 @@ 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 +1115,27 @@ 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 +1152,35 @@ 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

@@ -1155,13 +1210,13 @@ function _before_layout_calcs(plt::Plot{PyPlotBackend})
        end

        # aspect ratio
-        aratio = sp[:aspect_ratio]
+        aratio = get_aspect_ratio(sp)
        if aratio != :none
            ax."set_aspect"(isa(aratio, Symbol) ? string(aratio) : aratio, anchor = "C")
        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 +1263,7 @@ 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] = _cbar_width + width(bb) + (sp[:colorbar_title] == "" ? 0px : 30px)
        rightpad = rightpad + sp.attr[:cbar_width]
    end

@@ -1249,43 +1304,44 @@ 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 +1354,30 @@ 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))
+                        )
+                    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)),
+                            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 +1393,7 @@ 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
            )
            frame = leg."get_frame"()
            frame."set_linewidth"(py_thickness_scale(plt, 1))
@@ -1362,13 +1424,10 @@ 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 +1441,7 @@ 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 +1450,6 @@ 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"(
@@ -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

@@ -92,7 +90,7 @@ end


 # add a single series
-function addUnicodeSeries!(o, plotattributes::KW, addlegend::Bool, xlim, ylim)
+function addUnicodeSeries!(o, plotattributes, addlegend::Bool, xlim, ylim)
    # get the function, or special handling for step/bar/hist
    st = plotattributes[:seriestype]
    if st == :histogram2d
@@ -126,7 +124,7 @@ function addUnicodeSeries!(o, plotattributes::KW, 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

@@ -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
@@ -591,8 +609,12 @@ annotations(sa::SeriesAnnotations) = sa
 function process_annotation(sp::Subplot, xs, ys, labs, font = font())
    anns = []
    labs = makevec(labs)
-    for i in 1:max(length(xs), length(ys), length(labs))
-        x, y, lab = _cycle(xs, i), _cycle(ys, i), _cycle(labs, i)
+    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 = 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)))
@@ -648,23 +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
@@ -684,28 +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

 # -----------------------------------------------------------------------

@@ -769,14 +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}
@@ -794,7 +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]
@@ -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
@@ -464,12 +464,12 @@ end
 # constructors

 # pass the layout arg through
-function layout_args(plotattributes::KW)
-    layout_args(get(plotattributes, :layout, default(:layout)))
+function layout_args(plotattributes::AKW)
+    layout_args(plotattributes[:layout])
 end

-function layout_args(plotattributes::KW, n_override::Integer)
-    layout, n = layout_args(get(plotattributes, :layout, n_override))
+function layout_args(plotattributes::AKW, n_override::Integer)
+    layout, n = layout_args(n_override, get(plotattributes, :layout, n_override))
    if n != n_override
        error("When doing layout, n ($n) != n_override ($(n_override)).  You're probably trying to force existing plots into a layout that doesn't fit them.")
    end
@@ -481,12 +481,27 @@ function layout_args(n::Integer)
    GridLayout(nr, nc), n
 end

-function layout_args(sztup::NTuple{2,I}) where I<:Integer
+function layout_args(sztup::NTuple{2, Integer})
    nr, nc = sztup
    GridLayout(nr, nc), nr*nc
 end

-function layout_args(sztup::NTuple{3,I}) where I<:Integer
+layout_args(n_override::Integer, n::Integer) = layout_args(n)
+layout_args(n, sztup::NTuple{2, Integer}) = layout_args(sztup)
+
+function layout_args(n, sztup::Tuple{Colon, Integer})
+    nc = sztup[2]
+    nr = ceil(Int, n / nc)
+    GridLayout(nr, nc), n
+end
+
+function layout_args(n, sztup::Tuple{Integer, Colon})
+    nr = sztup[1]
+    nc = ceil(Int, n / nr)
+    GridLayout(nr, nc), n
+end
+
+function layout_args(sztup::NTuple{3, Integer})
    n, nr, nc = sztup
    nr, nc = compute_gridsize(n, nr, nc)
    GridLayout(nr, nc), n
@@ -499,6 +514,8 @@ function layout_args(layout::GridLayout)
    layout, n
 end

+layout_args(n_override::Integer, layout::GridLayout) = layout_args(layout)
+
 layout_args(huh) = error("unhandled layout type $(typeof(huh)): $huh")


@@ -599,7 +616,7 @@ end
 # ----------------------------------------------------------------------
 # @layout macro

-function add_layout_pct!(kw::KW, v::Expr, idx::Integer, nidx::Integer)
+function add_layout_pct!(kw::AKW, v::Expr, idx::Integer, nidx::Integer)
    # dump(v)
    # something like {0.2w}?
    if v.head == :call && v.args[1] == :*
@@ -620,7 +637,7 @@ function add_layout_pct!(kw::KW, v::Expr, idx::Integer, nidx::Integer)
    error("Couldn't match layout curly (idx=$idx): $v")
 end

-function add_layout_pct!(kw::KW, v::Number, idx::Integer)
+function add_layout_pct!(kw::AKW, v::Number, idx::Integer)
    # kw[idx == 1 ? :w : :h] = v*pct
    idx == 1 && (kw[:w] = v*pct)
    (idx == 2 || nidx == 1) && (kw[:h] = v*pct)
@@ -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")
@@ -60,40 +65,40 @@ function html(plt::Plot, fn::AbstractString)
 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)
+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

 """
@@ -104,27 +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])

@@ -147,17 +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)
@@ -167,7 +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)
@@ -179,7 +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

@@ -188,21 +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)
@@ -241,27 +258,27 @@ function showjuno(io::IO, m, plt)

    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[:dpi] = jratio * Plots.DPI
    plt[:thickness_scaling] *= scale

    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[:size] = sz
+        plt[:dpi] = dpi
+        plt[:thickness_scaling] = thickness_scaling
    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) = showable(MIME"text/html"(), plt)
+Base.showable(::MIME"application/prs.juno.plotpane+html", plt::Plot) = false

 _showjuno(io::IO, m, plt) = _show(io, m, plt)
@@ -1,103 +1,74 @@
+# RecipesPipeline API

+## Warnings

-# ------------------------------------------------------------------
-# preprocessing
-
-function command_idx(kw_list::AVec{KW}, kw::KW)
-    Int(kw[:series_plotindex]) - Int(kw_list[1][:series_plotindex]) + 1
-end
-
-function _expand_seriestype_array(plotattributes::KW, args)
-    sts = get(plotattributes, :seriestype, :path)
-    if typeof(sts) <: AbstractArray
-        delete!(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::KW, 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)
-                if haskey(defdict, k)
-                    delete!(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::KW, 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
@@ -108,21 +79,20 @@ function _process_userrecipe(plt::Plot, kw_list::Vector{KW}, recipedata::RecipeD
    return
 end

-function _preprocess_userrecipe(kw::KW)
+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
@@ -132,10 +102,10 @@ function _preprocess_userrecipe(kw::KW)
    return
 end

-function _add_errorbar_kw(kw_list::Vector{KW}, kw::KW)
+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)
@@ -147,65 +117,65 @@ function _add_errorbar_kw(kw_list::Vector{KW}, kw::KW)
    end
 end

-function _add_smooth_kw(kw_list::Vector{KW}, kw::KW)
+function _add_smooth_kw(kw_list::Vector{KW}, kw::AKW)
    # handle smoothing by adding a new series
    if get(kw, :smooth, false)
        x, y = kw[:x], kw[:y]
        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::KW, 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
-
-function _plot_setup(plt::Plot, plotattributes::KW, kw_list::Vector{KW})
+# 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

@@ -216,7 +186,7 @@ function _plot_setup(plt::Plot, plotattributes::KW, 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
@@ -241,7 +211,7 @@ function _plot_setup(plt::Plot, plotattributes::KW, 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)
@@ -252,33 +222,39 @@ function _plot_setup(plt::Plot, plotattributes::KW, kw_list::Vector{KW})
    plt[:inset_subplots] = nothing
 end

-function _subplot_setup(plt::Plot, plotattributes::KW, kw_list::Vector{KW})
+function _subplot_setup(plt::Plot, plotattributes::AKW, kw_list::Vector{KW})
    # we'll keep a map of subplot to an attribute override dict.
    # 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], command_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)
-            if haskey(_subplot_defaults, k) || haskey(_axis_defaults_byletter, k)
+        for (k, v) in collect(kw)
+            if is_subplot_attr(k) || is_axis_attr(k)
                attr[k] = pop!(kw, k)
            end
-            if haskey(_axis_defaults, k)
+            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
@@ -288,7 +264,7 @@ function _subplot_setup(plt::Plot, plotattributes::KW, 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
@@ -301,9 +277,35 @@ function _subplot_setup(plt::Plot, plotattributes::KW, 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::KW) 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)
@@ -312,7 +314,7 @@ function _prepare_subplot(plt::Plot{T}, plotattributes::KW) 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

@@ -324,14 +326,12 @@ function _prepare_subplot(plt::Plot{T}, plotattributes::KW) where T
    sp
 end

-# ------------------------------------------------------------------
-# series types
-
-function _override_seriestype_check(plotattributes::KW, st::Symbol)
+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
@@ -339,30 +339,14 @@ function _override_seriestype_check(plotattributes::KW, st::Symbol)
    st
 end

-function _prepare_annotations(sp::Subplot, plotattributes::KW)
-    # 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::KW, st::Symbol)
+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)
@@ -373,53 +357,23 @@ function _expand_subplot_extrema(sp::Subplot, plotattributes::KW, 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::KW)
-    # 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
@@ -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
@@ -96,7 +96,7 @@ function plot(plt1::Plot, plts_tail::Plot...; kw...)

    series_attr = KW()
    for (k,v) in plotattributes
-        if haskey(_series_defaults, k)
+        if is_series_attr(k)
            series_attr[k] = pop!(plotattributes,k)
        end
    end
@@ -119,7 +119,7 @@ function plot(plt1::Plot, plts_tail::Plot...; kw...)
        sp.attr[:subplot_index] = idx
        for series in serieslist
            merge!(series.plotattributes, series_attr)
-            _add_defaults!(series.plotattributes, plt, sp, cmdidx)
+            _slice_series_args!(series.plotattributes, plt, sp, cmdidx)
            push!(plt.series_list, series)
            _series_added(plt, series)
            cmdidx += 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
@@ -163,88 +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::KW, 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]
-        # idx = get_subplot_index(plt, sp)
-
-        # # we update subplot args in case something like the color palatte is part of the recipe
-        # _update_subplot_args(plt, sp, kw, idx, true)
-
-        # set default values, select from attribute cycles, and generally set the final attributes
-        _add_defaults!(kw, plt, sp, command_idx(kw_list,kw))
-
-        # 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, kw)
-    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


@@ -289,5 +212,3 @@ function plot!(sp::Subplot, args...; kw...)
    plt = sp.plt
    plot!(plt, args...; kw..., subplot = findfirst(isequal(sp), plt.subplots))
 end
-
-# --------------------------------------------------------------------
@@ -1,650 +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(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::KW)
-    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::KW) = 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
-        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
@@ -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...)
@@ -7,7 +7,7 @@ function Subplot(::T; parent = RootLayout()) where T<:AbstractBackend
        (20mm, 5mm, 2mm, 10mm),
        defaultbox,
        defaultbox,
-        KW(),
+        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

 # ----------------------------------------------------------------------
@@ -4,35 +4,25 @@
 Specify the colour theme for plots.
 """
 function theme(s::Symbol; kw...)
-    defaults = PlotThemes._themes[s].defaults
+    defaults = copy(PlotThemes._themes[s].defaults)
    _theme(s, defaults; kw...)
 end

-function _theme(s::Symbol, defaults::KW; kw...)
+function _theme(s::Symbol, defaults::AKW; kw...)
    # Reset to defaults to overwrite active theme
    reset_defaults()

    # 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

@@ -120,7 +110,8 @@ _get_showtheme_args(thm::Symbol, func::Symbol) = thm, get(_color_functions, func
        subplot := 4
        seriestype := :heatmap
        seriescolor := colorgradient
-        ticks := -5:5:5
+        xticks := (-2π:2π:2π, string.(-2:2:2, "π"))
+        yticks := (-2π:2π:2π, string.(-2:2:2, "π"))
        x, y, z
    end

@@ -128,12 +119,14 @@ _get_showtheme_args(thm::Symbol, func::Symbol) = thm, get(_color_functions, func
        subplot := 5
        seriestype := :surface
        seriescolor := colorgradient
+        xticks := (-2π:2π:2π, string.(-2:2:2, "π"))
+        yticks := (-2π:2π:2π, string.(-2:2:2, "π"))
        x, y, z
    end

    n = 100
    ts = range(0, stop = 10π, length = n)
-    x = ts .* cos.(ts)
+    x = (0.1ts) .* cos.(ts)
    y = (0.1ts) .* sin.(ts)
    z = 1:n

@@ -5,6 +5,7 @@
 const AVec = AbstractVector
 const AMat = AbstractMatrix
 const KW = Dict{Symbol,Any}
+const AKW = AbstractDict{Symbol,Any}
 const TicksArgs = Union{AVec{T}, Tuple{AVec{T}, AVec{S}}, Symbol} where {T<:Real, S<:AbstractString}

 struct PlotsDisplay <: AbstractDisplay end
@@ -17,11 +18,10 @@ end
 wrap(obj::T) where {T} = InputWrapper{T}(obj)
 Base.isempty(wrapper::InputWrapper) = false

-
 # -----------------------------------------------------------

 mutable struct Series
-    plotattributes::KW
+    plotattributes::DefaultsDict
 end

 attr(series::Series, k::Symbol) = series.plotattributes[k]
@@ -36,7 +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::KW  # 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
@@ -48,7 +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::KW
+    plotattributes::DefaultsDict
 end

 mutable struct Extrema
@@ -67,8 +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::KW                     # arguments for the whole plot
-    user_attr::KW                # raw arg inputs (after aliases).  these are used as the input dict in `_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}
@@ -79,7 +78,7 @@ mutable struct Plot{T<:AbstractBackend} <: AbstractPlot{T}
 end

 function Plot()
-    Plot(backend(), 0, KW(), KW(), Series[], nothing,
+    Plot(backend(), 0, DefaultsDict(KW(), _plot_defaults), Series[], nothing,
         Subplot[], SubplotMap(), EmptyLayout(),
         Subplot[], false)
 end
@@ -1,139 +1,11 @@

-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)
-    # idx = 0
-    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
-    # newz = zeros(n, m)
-    # for i=1:n, j=1:m
-    #     push!(colors, T(z[i,j]...))
-    #     newz[i,j] = idx / (n*m-1)
-    #     idx += 1
-    # end
-    # newz, ColorGradient(colors)
 end

-function imageHack(plotattributes::KW)
-    is_seriestype_supported(:heatmap) || error("Neither :image or :heatmap are supported!")
-    plotattributes[:seriestype] = :heatmap
-    plotattributes[:z], plotattributes[:fillcolor] = replace_image_with_heatmap(plotattributes[:z].surf)
-end
 # ---------------------------------------------------------------

 "Build line segments for plotting"
@@ -145,16 +17,18 @@ end

 Segments() = Segments(Float64)
 Segments(::Type{T}) where {T} = Segments(T[])
-Segments(p::Int) = Segments(NTuple{2,Float64}[])
+Segments(p::Int) = Segments(NTuple{p, Float64}[])


 # Segments() = Segments(zeros(0))

 to_nan(::Type{Float64}) = NaN
 to_nan(::Type{NTuple{2,Float64}}) = (NaN, NaN)
+to_nan(::Type{NTuple{3,Float64}}) = (NaN, NaN, NaN)

 coords(segs::Segments{Float64}) = segs.pts
 coords(segs::Segments{NTuple{2,Float64}}) = Float64[p[1] for p in segs.pts], Float64[p[2] for p in segs.pts]
+coords(segs::Segments{NTuple{3,Float64}}) = Float64[p[1] for p in segs.pts], Float64[p[2] for p in segs.pts], Float64[p[3] for p in segs.pts]

 function Base.push!(segments::Segments{T}, vs...) where T
    if !isempty(segments.pts)
@@ -201,11 +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
@@ -256,11 +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]
@@ -269,32 +149,27 @@ 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]
-
 for i in 2:4
-  @eval begin
-    unzip(v::Union{AVec{<:Tuple{Vararg{T,$i} where T}},
+    @eval begin
+        RecipesPipeline.unzip(v::Union{AVec{<:Tuple{Vararg{T,$i} where T}},
                   AVec{<:GeometryTypes.Point{$i}}}) = $(Expr(:tuple, (:([t[$j] for t in v]) for j=1:i)...))
-  end
+    end
 end

-unzip(v::Union{AVec{<:GeometryTypes.Point{N}},
+RecipesPipeline.unzip(v::Union{AVec{<:GeometryTypes.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{<:GeometryTypes.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]
@@ -312,21 +187,21 @@ 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::KW, k::Symbol, aliases::Dict{Symbol,Symbol})
-  if haskey(aliases, k)
-    plotattributes[aliases[k]] = pop!(plotattributes, k)
-  end
+function replaceAlias!(plotattributes::AKW, k::Symbol, aliases::Dict{Symbol,Symbol})
+    if haskey(aliases, k)
+        plotattributes[aliases[k]] = RecipesPipeline.pop_kw!(plotattributes, k)
+    end
 end

-function replaceAliases!(plotattributes::KW, aliases::Dict{Symbol,Symbol})
-  ks = collect(keys(plotattributes))
-  for k in ks
-      replaceAlias!(plotattributes, k, aliases)
-  end
+function replaceAliases!(plotattributes::AKW, aliases::Dict{Symbol,Symbol})
+    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]
@@ -337,28 +212,21 @@ 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})
@@ -378,8 +246,8 @@ 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))
@@ -391,11 +259,11 @@ 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)))
@@ -413,7 +281,7 @@ isscalar(::Any)  = false
 is_2tuple(v) = typeof(v) <: Tuple && length(v) == 2


-isvertical(plotattributes::KW) = get(plotattributes, :orientation, :vertical) in (:vertical, :v, :vert)
+isvertical(plotattributes::AKW) = get(plotattributes, :orientation, :vertical) in (:vertical, :v, :vert)
 isvertical(series::Series) = isvertical(series.plotattributes)


@@ -434,6 +302,11 @@ 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))

@@ -497,7 +370,7 @@ function make_fillrange_side(y, rib)
 end

 # turn a ribbon into a fillrange
-function make_fillrange_from_ribbon(kw::KW)
+function make_fillrange_from_ribbon(kw::AKW)
    y, rib = kw[:y], kw[:ribbon]
    rib = wraptuple(rib)
    rib1, rib2 = -first(rib), last(rib)
@@ -546,44 +419,46 @@ 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)
@@ -617,7 +492,7 @@ 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)
@@ -652,8 +527,7 @@ 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

@@ -671,9 +545,28 @@ 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
@@ -691,6 +584,10 @@ function get_markerstrokealpha(series, i::Int = 1)
    _cycle(series[:markerstrokealpha], i)
 end

+function get_markerstrokewidth(series, i::Int = 1)
+    _cycle(series[:markerstrokewidth], i)
+end
+
 function has_attribute_segments(series::Series)
    # we want to check if a series needs to be split into segments just because
    # of its attributes
@@ -701,9 +598,54 @@ 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)
+    aspect_ratio = sp[:aspect_ratio]
+    if aspect_ratio == :auto
+        aspect_ratio = :none
+        for series in series_list(sp)
+            if series[:seriestype] == :image
+                aspect_ratio = :equal
+            end
+        end
+    end
+    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)
@@ -746,119 +688,107 @@ 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::KW, 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])
+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])
+        println(io)
+    end
    println(io)
-  end
-  println(io)
 end
-DD(io::IO, plotattributes::KW, prefix = "") = dumpdict(io, plotattributes, prefix, true)
-DD(plotattributes::KW, prefix = "") = DD(stdout, plotattributes, prefix)
+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

@@ -902,39 +832,66 @@ 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
@@ -948,7 +905,7 @@ 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
@@ -962,59 +919,16 @@ 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
@@ -1074,7 +988,7 @@ 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"
@@ -1156,7 +1070,7 @@ function convert_sci_unicode(label::AbstractString)
    for key in keys(unicode_dict)
        label = replace(label, key => unicode_dict[key])
    end
-    if occursin("10^{", label)
+    if occursin("×10^{", label)
        label = string(label, "}")
    end
    label
@@ -1165,10 +1079,21 @@ 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
@@ -1177,11 +1102,13 @@ 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)
@@ -1213,20 +1140,28 @@ 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
@@ -7,7 +7,10 @@ using FileIO
 using Gtk
 using LibGit2
 using GeometryTypes
+using Dates

+include("test_axes.jl")
+include("test_hdf5plots.jl")
 include("test_pgfplotsx.jl")

 reference_dir(args...) = joinpath(homedir(), ".julia", "dev", "PlotReferenceImages", args...)
@@ -41,7 +44,32 @@ include("imgcomp.jl")
 Random.seed!(1234)
 default(show=false, reuse=true)
 is_ci() = get(ENV, "CI", "false") == "true"
-img_tol = is_ci() ? 10e-2 : 10e-2
+img_tol = is_ci() ? 1e-2 : Sys.islinux() ? 1e-3 : 0.1
+
+## 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
+#
+# 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
+
+# 10 Histogram2D
+
+##

@testset "Backends" begin

@@ -51,7 +79,9 @@ img_tol = is_ci() ? 10e-2 : 10e-2
        @test gr() == Plots.GRBackend()
        @test backend() == Plots.GRBackend()

-        @static if Sys.islinux()
+        @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])
        end
    end
@@ -67,6 +97,21 @@ img_tol = is_ci() ? 10e-2 : 10e-2
        p = bar(randn(10))
        @test isa(p, Plots.Plot) == true
        @test isa(display(p), Nothing) == true
+        p = plot([1, 2], [3, 4])
+        annotate!(p, [(1.5, 3.2, Plots.text("Test", :red, :center))])
+        hline!(p, [3.1])
+        @test isa(p, Plots.Plot) == true
+        @test isa(display(p), Nothing) == true
+        p = plot([Dates.Date(2019, 1, 1), Dates.Date(2019, 2, 1)], [3, 4])
+        hline!(p, [3.1])
+        annotate!(p, [(Dates.Date(2019, 1, 15), 3.2, Plots.text("Test", :red, :center))])
+        @test isa(p, Plots.Plot) == true
+        @test isa(display(p), Nothing) == true
+        p = plot([Dates.Date(2019, 1, 1), Dates.Date(2019, 2, 1)], [3, 4])
+        annotate!(p, [(Dates.Date(2019, 1, 15), 3.2, Plots.text("Test", :red, :center))])
+        hline!(p, [3.1])
+        @test isa(p, Plots.Plot) == true
+        @test isa(display(p), Nothing) == true
    end

 end
@@ -134,4 +179,9 @@ end
        @test isequal(collect(zip(Plots.unzip(z)...)), z)
        @test isequal(collect(zip(Plots.unzip(GeometryTypes.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
@@ -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
@@ -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
@@ -1,136 +1,348 @@
 using Plots, Test
 pgfplotsx()

-function create_plot( args...; kwargs... )
-    pgfx_plot = plot(args...; kwargs...)
-    return pgfx_plot, repr("application/x-tex", pgfx_plot)
+function create_plot(args...; kwargs...)
+   pgfx_plot = plot(args...; kwargs...)
+   return pgfx_plot, repr("application/x-tex", pgfx_plot)
 end

-function create_plot!( args...; kwargs... )
-    pgfx_plot = plot!(args...; kwargs...)
-    return pgfx_plot, repr("application/x-tex", pgfx_plot)
+function create_plot!(args...; kwargs...)
+   pgfx_plot = plot!(args...; kwargs...)
+   return pgfx_plot, repr("application/x-tex", pgfx_plot)
 end

@testset "PGFPlotsX" begin
-    pgfx_plot = plot(1:5)
-    Plots._update_plot_object(pgfx_plot)
-    @test pgfx_plot.o.the_plot isa PGFPlotsX.TikzDocument
-    @test pgfx_plot.series_list[1].plotattributes[:quiver] === nothing
+   pgfx_plot = plot(1:5)
+   Plots._update_plot_object(pgfx_plot)
+   @test pgfx_plot.o.the_plot isa PGFPlotsX.TikzDocument
+   @test pgfx_plot.series_list[1].plotattributes[:quiver] === nothing
+   axis = Plots.pgfx_axes(pgfx_plot.o)[1]
+   @test count(x -> x isa PGFPlotsX.Plot, axis.contents) == 1
+   @test !haskey(axis.contents[1].options.dict, "fill")

-    @testset "3D docs example" begin
-        n = 100
-        ts = range(0, stop=8π, length=n)
-        x = ts .* map(cos, ts)
-        y = (0.1ts) .* map(sin, ts)
-        z = 1:n
-        pl = plot(x, y, z, zcolor=reverse(z), m=(10, 0.8, :blues, Plots.stroke(0)), leg=false, cbar=true, w=5)
-        pgfx_plot = plot!(pl, zeros(n), zeros(n), 1:n, w=10)
-        Plots._update_plot_object(pgfx_plot)
-        if @test_nowarn(haskey(Plots.pgfx_axes(pgfx_plot.o)[1].options.dict, "colorbar") == true)
-            @test Plots.pgfx_axes(pgfx_plot.o)[1]["colorbar"] === nothing
-        end
-     end # testset
-     @testset "Color docs example" begin
-        y = rand(100)
-        plot(0:10:100, rand(11, 4), lab="lines", w=3, palette=:grays, fill=0, α=0.6)
-        pl = scatter!(y, zcolor=abs.(y .- 0.5), m=(:heat, 0.8, Plots.stroke(1, :green)), ms=10 * abs.(y .- 0.5) .+ 4, lab="grad")
-        Plots._update_plot_object(pl)
-        axis = Plots.pgfx_axes(pl.o)[1]
-        @test count( x->x isa PGFPlotsX.LegendEntry, axis.contents ) == 5
-        @test count( x->x isa PGFPlotsX.Plot, axis.contents ) == 108 # each marker is its own plot, fillranges create 2 plot-objects
-        marker = axis.contents[15]
-        @test marker isa PGFPlotsX.Plot
-        @test marker.options["mark"] == "*"
-        @test marker.options["mark options"]["color"] == RGBA{Float64}( colorant"green", 0.8)
-        @test marker.options["mark options"]["line width"] == 1
-     end # testset
-     @testset "Plot in pieces" begin
-        plot(rand(100) / 3, reg=true, fill=(0, :green))
-        scatter!(rand(100), markersize=6, c=:orange)
-     end # testset
-     @testset "Marker types" begin
-        markers = filter((m->begin
-           m in Plots.supported_markers()
-           end), Plots._shape_keys)
-        markers = reshape(markers, 1, length(markers))
-        n = length(markers)
-        x = (range(0, stop=10, length=n + 2))[2:end - 1]
-        y = repeat(reshape(reverse(x), 1, :), n, 1)
-        scatter(x, y, m=(8, :auto), lab=map(string, markers), bg=:linen, xlim=(0, 10), ylim=(0, 10))
-     end # testset
-     @testset "Layout" begin
-        plot(Plots.fakedata(100, 10), layout=4, palette=[:grays :blues :heat :lightrainbow], bg_inside=[:orange :pink :darkblue :black])
-     end # testset
-     @testset "Polar plots" begin
-        Θ = range(0, stop=1.5π, length=100)
-        r = abs.(0.1 * randn(100) + sin.(3Θ))
-        plot(Θ, r, proj=:polar, m=2)
-     end # testset
-     @testset "Drawing shapes" begin
-        verts = [(-1.0, 1.0), (-1.28, 0.6), (-0.2, -1.4), (0.2, -1.4), (1.28, 0.6), (1.0, 1.0), (-1.0, 1.0), (-0.2, -0.6), (0.0, -0.2), (-0.4, 0.6), (1.28, 0.6), (0.2, -1.4), (-0.2, -1.4), (0.6, 0.2), (-0.2, 0.2), (0.0, -0.2), (0.2, 0.2), (-0.2, -0.6)]
-         x = 0.1:0.2:0.9
-         y = 0.7 * rand(5) .+ 0.15
-         plot(x, y, line=(3, :dash, :lightblue), marker=(Shape(verts), 30, RGBA(0, 0, 0, 0.2)), bg=:pink, fg=:darkblue, xlim=(0, 1), ylim=(0, 1), leg=false)
-     end # testset
-     @testset "Histogram 2D" begin
-        histogram2d(randn(10000), randn(10000), nbins=20)
-     end # testset
-     @testset "Heatmap-like" begin
-        xs = [string("x", i) for i = 1:10]
-        ys = [string("y", i) for i = 1:4]
-        z = float((1:4) * reshape(1:10, 1, :))
-        pgfx_plot = heatmap(xs, ys, z, aspect_ratio=1)
-        Plots._update_plot_object(pgfx_plot)
-        if @test_nowarn(haskey(Plots.pgfx_axes(pgfx_plot.o)[1].options.dict, "colorbar") == true)
-           @test Plots.pgfx_axes(pgfx_plot.o)[1]["colorbar"] === nothing
-           @test Plots.pgfx_axes(pgfx_plot.o)[1]["colormap name"] == "plots1"
-        end
+   @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

-        pgfx_plot = wireframe(xs, ys, z, aspect_ratio=1)
-        # TODO: clims are wrong
-     end # testset
-     @testset "Contours" begin
-        x = 1:0.5:20
-        y = 1:0.5:10
-        f(x, y) = begin
-           (3x + y ^ 2) * abs(sin(x) + cos(y))
-        end
-        X = repeat(reshape(x, 1, :), length(y), 1)
-        Y = repeat(y, 1, length(x))
-        Z = map(f, X, Y)
-        p2 = contour(x, y, Z)
-        p1 = contour(x, y, f, fill=true)
-        plot(p1, p2)
-        # TODO: colorbar for filled contours
-     end # testset
-     @testset "Varying colors" begin
-        t = range(0, stop=1, length=100)
-         θ = (6π) .* t
-         x = t .* cos.(θ)
-         y = t .* sin.(θ)
-         p1 = plot(x, y, line_z=t, linewidth=3, legend=false)
-         p2 = scatter(x, y, marker_z=((x, y)->begin
-                             x + y
-                         end), color=:bluesreds, legend=false)
-         plot(p1, p2)
-     end # testset
-     @testset "Framestyles" begin
-        scatter(fill(randn(10), 6), fill(randn(10), 6), framestyle=[:box :semi :origin :zerolines :grid :none], title=[":box" ":semi" ":origin" ":zerolines" ":grid" ":none"], color=permutedims(1:6), layout=6, label="", markerstrokewidth=0, ticks=-2:2)
-        # TODO: support :semi
-     end # testset
-     @testset "Quiver" begin
-        x = -2pi:0.2:2*pi
-        y = sin.(x)
+   @testset "3D docs example" begin
+      n = 100
+      ts = range(0, stop = 8π, length = n)
+      x = ts .* map(cos, ts)
+      y = (0.1ts) .* map(sin, ts)
+      z = 1:n
+      pl = plot(
+         x,
+         y,
+         z,
+         zcolor = reverse(z),
+         m = (10, 0.8, :blues, Plots.stroke(0)),
+         leg = false,
+         cbar = true,
+         w = 5,
+      )
+      pgfx_plot = plot!(pl, zeros(n), zeros(n), 1:n, w = 10)
+      Plots._update_plot_object(pgfx_plot)
+      if @test_nowarn(
+         haskey(Plots.pgfx_axes(pgfx_plot.o)[1].options.dict, "colorbar") == true
+      )
+         @test Plots.pgfx_axes(pgfx_plot.o)[1]["colorbar"] === nothing
+      end
+   end # testset
+   @testset "Color docs example" begin
+      y = rand(100)
+      plot(
+         0:10:100,
+         rand(11, 4),
+         lab = "lines",
+         w = 3,
+         palette = :grays,
+         fill = 0,
+         α = 0.6,
+      )
+      pl = scatter!(
+         y,
+         zcolor = abs.(y .- 0.5),
+         m = (:hot, 0.8, Plots.stroke(1, :green)),
+         ms = 10 * abs.(y .- 0.5) .+ 4,
+         lab = ["grad", "", "ient"],
+      )
+      Plots._update_plot_object(pl)
+      axis = Plots.pgfx_axes(pl.o)[1]
+      @test count(x -> x isa PGFPlotsX.LegendEntry, axis.contents) == 6
+      @test count(x -> x isa PGFPlotsX.Plot, axis.contents) == 108 # each marker is its own plot, fillranges create 2 plot-objects
+      marker = axis.contents[15]
+      @test marker isa PGFPlotsX.Plot
+      @test marker.options["mark"] == "*"
+      @test marker.options["mark options"]["color"] ==
+            RGBA{Float64}(colorant"green", 0.8)
+      @test marker.options["mark options"]["line width"] == 0.75 # 1px is 0.75pt
+   end # testset
+   @testset "Plot in pieces" begin
+      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
+         m in Plots.supported_markers()
+      end), Plots._shape_keys)
+      markers = reshape(markers, 1, length(markers))
+      n = length(markers)
+      x = (range(0, stop = 10, length = n + 2))[2:(end - 1)]
+      y = repeat(reshape(reverse(x), 1, :), n, 1)
+      scatter(
+         x,
+         y,
+         m = (8, :auto),
+         lab = map(string, markers),
+         bg = :linen,
+         xlim = (0, 10),
+         ylim = (0, 10),
+      )
+   end # testset
+   @testset "Layout" begin
+      plot(
+         Plots.fakedata(100, 10),
+         layout = 4,
+         palette = [:grays :blues :hot :rainbow],
+         bg_inside = [:orange :pink :darkblue :black],
+      )
+   end # testset
+   @testset "Polar plots" begin
+      Θ = range(0, stop = 1.5π, length = 100)
+      r = abs.(0.1 * randn(100) + sin.(3Θ))
+      plot(Θ, r, proj = :polar, m = 2)
+   end # testset
+   @testset "Drawing shapes" begin
+      verts = [
+         (-1.0, 1.0),
+         (-1.28, 0.6),
+         (-0.2, -1.4),
+         (0.2, -1.4),
+         (1.28, 0.6),
+         (1.0, 1.0),
+         (-1.0, 1.0),
+         (-0.2, -0.6),
+         (0.0, -0.2),
+         (-0.4, 0.6),
+         (1.28, 0.6),
+         (0.2, -1.4),
+         (-0.2, -1.4),
+         (0.6, 0.2),
+         (-0.2, 0.2),
+         (0.0, -0.2),
+         (0.2, 0.2),
+         (-0.2, -0.6),
+      ]
+      x = 0.1:0.2:0.9
+      y = 0.7 * rand(5) .+ 0.15
+      plot(
+         x,
+         y,
+         line = (3, :dash, :lightblue),
+         marker = (Shape(verts), 30, RGBA(0, 0, 0, 0.2)),
+         bg = :pink,
+         fg = :darkblue,
+         xlim = (0, 1),
+         ylim = (0, 1),
+         leg = false,
+      )
+   end # testset
+   @testset "Histogram 2D" begin
+      histogram2d(randn(10000), randn(10000), nbins = 20)
+   end # testset
+   @testset "Heatmap-like" begin
+      xs = [string("x", i) for i = 1:10]
+      ys = [string("y", i) for i = 1:4]
+      z = float((1:4) * reshape(1:10, 1, :))
+      pgfx_plot = heatmap(xs, ys, z, aspect_ratio = 1)
+      Plots._update_plot_object(pgfx_plot)
+      if @test_nowarn(
+         haskey(Plots.pgfx_axes(pgfx_plot.o)[1].options.dict, "colorbar") == true
+      )
+         @test Plots.pgfx_axes(pgfx_plot.o)[1]["colorbar"] === nothing
+         @test Plots.pgfx_axes(pgfx_plot.o)[1]["colormap name"] == "plots1"
+      end

-        u = ones(length(x))
-        v = cos.(x)
-        plot( x, y, quiver = (u, v), arrow = true )
-        # TODO: could adjust limits to fit arrows if too long, but how?
-     end # testset
-     @testset "Annotations" begin
-        y = rand(10)
-        plot(y, annotations=(3, y[3], Plots.text("this is \\#3", :left)), leg=false)
-        annotate!([(5, y[5], Plots.text("this is \\#5", 16, :red, :center)), (10, y[10], Plots.text("this is \\#10", :right, 20, "courier"))])
-        scatter!(range(2, stop=8, length=6), rand(6), marker=(50, 0.2, :orange), series_annotations=["series", "annotations", "map", "to", "series", Plots.text("data", :green)])
-     end # testset
+      pgfx_plot = wireframe(xs, ys, z, aspect_ratio = 1)
+      # TODO: clims are wrong
+   end # testset
+   @testset "Contours" begin
+      x = 1:0.5:20
+      y = 1:0.5:10
+      f(x, y) = begin
+         (3x + y^2) * abs(sin(x) + cos(y))
+      end
+      X = repeat(reshape(x, 1, :), length(y), 1)
+      Y = repeat(y, 1, length(x))
+      Z = map(f, X, Y)
+      p2 = contour(x, y, Z)
+      p1 = contour(x, y, f, fill = true)
+      plot(p1, p2)
+      # TODO: colorbar for filled contours
+   end # testset
+   @testset "Varying colors" begin
+      t = range(0, stop = 1, length = 100)
+      θ = (6π) .* t
+      x = t .* cos.(θ)
+      y = t .* sin.(θ)
+      p1 = plot(x, y, line_z = t, linewidth = 3, legend = false)
+      p2 = scatter(
+         x,
+         y,
+         marker_z = ((x, y) -> begin
+            x + y
+         end),
+         color = :bwr,
+         legend = false,
+      )
+      plot(p1, p2)
+   end # testset
+   @testset "Framestyles" begin
+      scatter(
+         fill(randn(10), 6),
+         fill(randn(10), 6),
+         framestyle = [:box :semi :origin :zerolines :grid :none],
+         title = [":box" ":semi" ":origin" ":zerolines" ":grid" ":none"],
+         color = permutedims(1:6),
+         layout = 6,
+         label = "",
+         markerstrokewidth = 0,
+         ticks = -2:2,
+      )
+      # TODO: support :semi
+   end # testset
+   @testset "Quiver" begin
+      x = (-2pi):0.2:(2 * pi)
+      y = sin.(x)
+
+      u = ones(length(x))
+      v = cos.(x)
+      arrow_plot = plot(x, y, quiver = (u, v), arrow = true)
+      # TODO: could adjust limits to fit arrows if too long, but how?
+      # TODO: get latex available on CI
+      # mktempdir() do path
+      #    @test_nowarn savefig(arrow_plot, path*"arrow.pdf")
+      # end
+   end # testset
+   @testset "Annotations" begin
+      y = rand(10)
+      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),
+         marker = (50, 0.2, :orange),
+         series_annotations = [
+            "series",
+            "annotations",
+            "map",
+            "to",
+            "series",
+            Plots.text("data", :green),
+         ],
+      )
+      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)
+      bb = rand(10)
+      cc = rand(10)
+      conf = [aa - cc bb - cc]
+      ribbon_plot =
+         plot(collect(1:10), fill(1, 10), ribbon = (conf[:, 1], conf[:, 2]))
+      Plots._update_plot_object(ribbon_plot)
+      axis = Plots.pgfx_axes(ribbon_plot.o)[1]
+      plots = filter(x -> x isa PGFPlotsX.Plot, axis.contents)
+      @test length(plots) == 4
+      @test !haskey(plots[1].options.dict, "fill")
+      @test !haskey(plots[2].options.dict, "fill")
+      @test !haskey(plots[3].options.dict, "fill")
+      @test haskey(plots[4].options.dict, "fill")
+      @test ribbon_plot.o !== nothing
+      @test ribbon_plot.o.the_plot !== nothing
+      #    mktempdir() do path
+      #       @test_nowarn savefig(ribbon_plot, path*"ribbon.svg")
+      #    end
+   end # testset
+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