Merge updated glvisualize

.travis.yml

@@ -13,8 +13,8 @@ script:
  - if [[ -a .git/shallow ]]; then git fetch --unshallow; fi
  - julia -e 'Pkg.clone(pwd()); Pkg.build("Plots")'
  # - julia -e 'Pkg.clone("https://github.com/tbreloff/Images.jl.git"); Pkg.checkout("Images","tom_imgcompare");'
- - julia -e 'Pkg.clone("Images"); Pkg.build("Images")'
+ # - julia -e 'Pkg.clone("Images"); Pkg.build("Images")'
- - julia -e 'Pkg.clone("ImageMagick"); Pkg.build("ImageMagick")'
+ # - julia -e 'Pkg.clone("ImageMagick"); Pkg.build("ImageMagick")'
  - julia -e 'Pkg.clone("https://github.com/tbreloff/VisualRegressionTests.jl.git");'
  - julia -e 'Pkg.clone("https://github.com/tbreloff/ExamplePlots.jl.git");'
  - julia -e 'Pkg.clone("Cairo"); Pkg.build("Cairo")'

README.md

@@ -18,399 +18,4 @@ Plots is a plotting API and toolset.  My goals with the package are:
 
 Use the preprocessing pipeline in Plots to fully describe your visualization before it calls the backend code.  This maintains modularity and allows for efficient separation of front end code, algorithms, and backend graphics.  New graphical backends can be added with minimal effort.
 
-Check out the [summary graphs](img/supported/supported.md) for the features that each backend supports.
+View the [full documentation](http://plots.readthedocs.org).
-
-Please add wishlist items, bugs, or any other comments/questions to the issues list.
-
-## Examples for each implemented backend:
-
-- [Gadfly.jl/Immerse.jl](https://github.com/tbreloff/ExamplePlots.jl/tree/master/docs/gadfly_examples.md)
-- [PyPlot.jl](https://github.com/tbreloff/ExamplePlots.jl/tree/master/docs/pyplot_examples.md)
-- [UnicodePlots.jl](https://github.com/tbreloff/ExamplePlots.jl/tree/master/docs/unicodeplots_examples.md)
-- [Qwt.jl](https://github.com/tbreloff/ExamplePlots.jl/tree/master/docs/qwt_examples.md)
-
-Also check out the many [IJulia notebooks](http://nbviewer.ipython.org/github/tbreloff/ExamplePlots.jl/tree/master/examples/) with many examples.
-
-## Installation
-
-First, add the package
-
-```julia
-Pkg.add("Plots")
-
-# if you want the latest features:
-Pkg.checkout("Plots")
-
-# or for the bleeding edge:
-Pkg.checkout("Plots", "dev")
-```
-
-then get any plotting packages you need (obviously, you should get at least one backend).
-
-```julia
-Pkg.add("Gadfly")
-Pkg.add("Immerse")
-Pkg.add("PyPlot")
-Pkg.add("UnicodePlots")
-Pkg.add("Qwt")
-Pkg.add("Bokeh")
-```
-
-## Use
-
-Load it in.  The underlying plotting backends are not imported until `backend()` is called (which happens
-on your first call to `plot` or `subplot`).  This means that you don't need any backends to be installed when you call `using Plots`.
-
-Plots will try to figure out a good default backend for you automatically based on what backends are installed.
-
-```julia
-using Plots
-```
-
-Do a plot in Gadfly (inspired by [this example](http://gadflyjl.org/geom_point.html)), then save a png:
-
-```julia
-gadfly()        # switch to Gadfly as a backend
-dataframes()    # turn on support for DataFrames inputs
-
-# load some data
-using RDatasets
-iris = dataset("datasets", "iris");
-
-# This will bring up a browser window with the plot. Add a semicolon at the end to skip display. 
-scatter(iris, :SepalLength, :SepalWidth, group=:Species, m=([:+ :d :s], 12), smooth=0.99, bg=:black)
-
-# save a png (equivalent to png("gadfly1.png") and savefig("gadfly1.png"))
-png("gadfly1")
-```
-
-![gadfly_plt](img/gadfly1.png)
-
-## API
-
-Call `backend(backend::Symbol)` or the shorthands (`gadfly()`, `qwt()`, `unicodeplots()`, etc) to set the current plotting backend.
-Subsequent commands are converted into the relevant plotting commands for that package:
-
-```julia
-gadfly()
-plot(1:10)    # this effectively calls `y = 1:10; Gadfly.plot(x=1:length(y), y=y)`
-qwt()
-plot(1:10)    # this effectively calls `Qwt.plot(1:10)`
-```
-
-Use `plot` to create a new plot object, and `plot!` to add to an existing one:
-
-```julia
-plot(args...; kw...)                  # creates a new plot window, and sets it to be the `current`
-plot!(args...; kw...)                 # adds to the `current`
-plot!(plotobj, args...; kw...)        # adds to the plot `plotobj`
-```
-
-Now that you know which plot object you're updating (new, current, or other), I'll leave it off for simplicity.
-There are many ways to pass in data to the plot functions... some examples:
-
-- Vector-like (subtypes of AbstractArray{T,1})
-- Matrix-like (subtypes of AbstractArray{T,2})
-- Vectors of Vectors
-- Functions
-- Vectors of Functions
-- DataFrames with column symbols (initialize with `dataframes()`)
-
-In general, you can pass in a `y` only, or an `x` and `y`, both of whatever type(s) you want, and Plots will slice up the data as needed.
-For matrices, data is split by columns.  For functions, data is mapped.  For DataFrames, a Symbol/Symbols in place of x/y will map to
-the relevant column(s).
-
-Here are some example usages... remember you can always use `plot!` to update an existing plot, and that, unless specified, you will update the `current()`.
-
-```julia
-plot()                                    # empty plot object
-plot(4)                                   # initialize with 4 empty series
-plot(rand(10))                            # plot 1 series... x = 1:10
-plot(rand(10,5))                          # plot 5 series... x = 1:10
-plot(rand(10), rand(10))                  # plot 1 series
-plot(rand(10,5), rand(10))                # plot 5 series... y is the same for all
-plot(sin, rand(10))                       # y = sin(x)
-plot(rand(10), sin)                       # same... y = sin(x)
-plot([sin,cos], 0:0.1:π)                  # plot 2 series, sin(x) and cos(x)
-plot([sin,cos], 0, π)                     # plot sin and cos on the range [0, π]
-plot(1:10, Any[rand(10), sin])            # plot 2 series, y = rand(10) for the first, y = sin(x) for the second... x = 1:10 for both
-plot(dataset("Ecdat", "Airline"), :Cost)  # plot from a DataFrame (call `dataframes()` first to import DataFrames and initialize)
-```
-
-All plot methods accept a number of keyword arguments (see the tables below), which follow some rules:
-- Many arguments have aliases which are replaced during preprocessing.  `c` is the same as `color`, `m` is the same as `marker`, etc.  You can choose how verbose you'd like to be.  (see the tables below)
-- There are some special arguments (`xaxis`, `yaxis`, `line`, `marker`, `fill` and the aliases `l`, `m`, `f`) which magically set many related things at once.  (see the __Tip__ below)
-- If the argument is a "matrix-type", then each column will map to a series, cycling through columns if there are fewer columns than series.  Anything else will apply the argument value to every series.
-- Many arguments accept many different types... for example the `color` (also `markercolor`, `fillcolor`, etc) argument will accept strings or symbols with a color name, or any `Colors.Colorant`, or a `ColorScheme`, or a symbol representing a `ColorGradient`, or an AbstractVector of colors/symbols/etc...
-
-You can update certain plot settings after plot creation (not supported on all backends):
-
-```julia
-plot!(title = "New Title", xlabel = "New xlabel", ylabel = "New ylabel")
-plot!(xlims = (0, 5.5), ylims = (-2.2, 6), xticks = 0:0.5:10, yticks = [0,1,5,10])
-
-# using shorthands:
-xaxis!("mylabel", :log10, :flip)
-```
-
-With `subplot`, create multiple plots at once, with flexible layout options:
-
-```julia
-y = rand(100,3)
-subplot(y; n = 3)             # create an automatic grid, and let it figure out the shape
-subplot(y; n = 3, nr = 1)     # create an automatic grid, but fix the number of rows
-subplot(y; n = 3, nc = 1)     # create an automatic grid, but fix the number of columns
-subplot(y; layout = [1, 2])   # explicit layout.  Lists the number of plots in each row
-```
-
-__Tip__: You can call `subplot!(args...; kw...)` to add to an existing subplot.
-
-__Tip__: Calling `subplot!` on a `Plot` object, or `plot!` on a `Subplot` object will throw an error.
-
-Shorthands:
-
-```julia
-scatter(args...; kw...)    = plot(args...; kw...,  linetype = :scatter)
-scatter!(args...; kw...)   = plot!(args...; kw..., linetype = :scatter)
-bar(args...; kw...)        = plot(args...; kw...,  linetype = :bar)
-bar!(args...; kw...)       = plot!(args...; kw..., linetype = :bar)
-histogram(args...; kw...)  = plot(args...; kw...,  linetype = :hist)
-histogram!(args...; kw...) = plot!(args...; kw..., linetype = :hist)
-heatmap(args...; kw...)    = plot(args...; kw...,  linetype = :heatmap)
-heatmap!(args...; kw...)   = plot!(args...; kw..., linetype = :heatmap)
-sticks(args...; kw...)     = plot(args...; kw...,  linetype = :sticks, marker = :ellipse)
-sticks!(args...; kw...)    = plot!(args...; kw..., linetype = :sticks, marker = :ellipse)
-hline(args...; kw...)      = plot(args...; kw...,  linetype = :hline)
-hline!(args...; kw...)     = plot!(args...; kw..., linetype = :hline)
-vline(args...; kw...)      = plot(args...; kw...,  linetype = :vline)
-vline!(args...; kw...)     = plot!(args...; kw..., linetype = :vline)
-ohlc(args...; kw...)       = plot(args...; kw...,  linetype = :ohlc)
-ohlc!(args...; kw...)      = plot!(args...; kw..., linetype = :ohlc)
-
-title!(s::AbstractString)                 = plot!(title = s)
-xlabel!(s::AbstractString)                = plot!(xlabel = s)
-ylabel!(s::AbstractString)                = plot!(ylabel = s)
-xlims!{T<:Real,S<:Real}(lims::Tuple{T,S}) = plot!(xlims = lims)
-ylims!{T<:Real,S<:Real}(lims::Tuple{T,S}) = plot!(ylims = lims)
-xticks!{T<:Real}(v::AVec{T})              = plot!(xticks = v)
-yticks!{T<:Real}(v::AVec{T})              = plot!(yticks = v)
-xflip!(flip::Bool = true)                 = plot!(xflip = flip)
-yflip!(flip::Bool = true)                 = plot!(yflip = flip)
-xaxis!(args...)                           = plot!(xaxis = args)
-yaxis!(args...)                           = plot!(yaxis = args)
-annotate!(anns)                           = plot!(annotation = anns)
-```
-
-### Keyword arguments:
-
-Keyword | Default | Type | Aliases 
----- | ---- | ---- | ----
-`:annotation` | `nothing` | Series | `:ann`, `:annotate`, `:annotations`, `:anns`  
-`:axis` | `left` | Series | `:axiss`  
-`:background_color` | `RGB{U8}(1.0,1.0,1.0)` | Plot | `:background`, `:background_colour`, `:bg`, `:bg_color`, `:bgcolor`  
-`:color_palette` | `auto` | Plot | `:palette`  
-`:fill` | `nothing` | Series | `:area`, `:f`  
-`:fillalpha` | `nothing` | Series | `:fa`, `:fillalphas`, `:fillopacity`  
-`:fillcolor` | `match` | Series | `:fc`, `:fcolor`, `:fillcolors`, `:fillcolour`  
-`:fillrange` | `nothing` | Series | `:fillranges`, `:fillrng`  
-`:foreground_color` | `auto` | Plot | `:fg`, `:fg_color`, `:fgcolor`, `:foreground`, `:foreground_colour`  
-`:grid` | `true` | Plot |   
-`:group` | `nothing` | Series | `:g`, `:groups`  
-`:guidefont` | `Plots.Font("Helvetica",11,:hcenter,:vcenter,0.0,RGB{U8}(0.0,0.0,0.0))` | Plot |   
-`:label` | `AUTO` | Series | `:lab`, `:labels`  
-`:layout` | `nothing` | Plot |   
-`:legend` | `true` | Plot | `:leg`  
-`:legendfont` | `Plots.Font("Helvetica",8,:hcenter,:vcenter,0.0,RGB{U8}(0.0,0.0,0.0))` | Plot |   
-`:line` | `nothing` | Series | `:l`  
-`:linealpha` | `nothing` | Series | `:la`, `:linealphas`, `:lineopacity`  
-`:linecolor` | `auto` | Series | `:c`, `:color`, `:colour`, `:linecolors`  
-`:linestyle` | `solid` | Series | `:linestyles`, `:ls`, `:s`, `:style`  
-`:linetype` | `path` | Series | `:linetypes`, `:lt`, `:t`, `:type`  
-`:linewidth` | `1` | Series | `:linewidths`, `:lw`, `:w`, `:width`  
-`:link` | `false` | Plot |   
-`:linkfunc` | `nothing` | Plot |   
-`:linkx` | `false` | Plot | `:xlink`  
-`:linky` | `false` | Plot | `:ylink`  
-`:marker` | `nothing` | Series | `:m`, `:mark`  
-`:markeralpha` | `nothing` | Series | `:alpha`, `:ma`, `:markeralphas`, `:markeropacity`, `:opacity`  
-`:markercolor` | `match` | Series | `:markercolors`, `:markercolour`, `:mc`, `:mcolor`  
-`:markershape` | `none` | Series | `:markershapes`, `:shape`  
-`:markersize` | `6` | Series | `:markersizes`, `:ms`, `:msize`  
-`:markerstrokealpha` | `nothing` | Series | `:markerstrokealphas`  
-`:markerstrokecolor` | `match` | Series | `:markerstrokecolors`  
-`:markerstrokestyle` | `solid` | Series | `:markerstrokestyles`  
-`:markerstrokewidth` | `1` | Series | `:markerstrokewidths`  
-`:n` | `-1` | Plot |   
-`:nbins` | `30` | Series | `:nb`, `:nbin`, `:nbinss`  
-`:nc` | `-1` | Plot |   
-`:nlevels` | `15` | Series | `:nlevelss`  
-`:nr` | `-1` | Plot |   
-`:pos` | `(0,0)` | Plot |   
-`:show` | `false` | Plot | `:display`, `:gui`  
-`:size` | `(500,300)` | Plot | `:windowsize`, `:wsize`  
-`:smooth` | `false` | Series | `:reg`, `:regression`, `:smooths`  
-`:surface` | `nothing` | Series | `:surfaces`  
-`:tickfont` | `Plots.Font("Helvetica",8,:hcenter,:vcenter,0.0,RGB{U8}(0.0,0.0,0.0))` | Plot |   
-`:title` | `` | Plot |   
-`:windowtitle` | `Plots.jl` | Plot | `:wtitle`  
-`:xaxis` | `nothing` | Plot |   
-`:xflip` | `false` | Plot |   
-`:xlabel` | `` | Plot | `:xlab`  
-`:xlims` | `auto` | Plot | `:xlim`, `:xlimit`, `:xlimits`  
-`:xscale` | `identity` | Plot |   
-`:xticks` | `auto` | Plot | `:xtick`  
-`:yaxis` | `nothing` | Plot |   
-`:yflip` | `false` | Plot |   
-`:ylabel` | `` | Plot | `:ylab`  
-`:ylims` | `auto` | Plot | `:ylim`, `:ylimit`, `:ylimits`  
-`:yrightlabel` | `` | Plot | `:y2lab`, `:y2label`, `:ylab2`, `:ylabel2`, `:ylabelright`, `:ylabr`, `:yrlab`  
-`:yscale` | `identity` | Plot |   
-`:yticks` | `auto` | Plot | `:ytick`  
-`:z` | `nothing` | Series | `:zs`  
-
-
-### Plot types:
-
-Type | Desc | Aliases
----- | ---- | ----
-`:none` | No line | `:n`, `:no`  
-`:line` | Lines with sorted x-axis | `:l`  
-`:path` | Lines | `:p`  
-`:steppre` | Step plot (vertical then horizontal) | `:stepinv`, `:stepinverted`, `:stepsinv`, `:stepsinverted`  
-`:steppost` | Step plot (horizontal then vertical) | `:stair`, `:stairs`, `:step`, `:steps`  
-`:sticks` | Vertical lines | `:stem`, `:stems`  
-`:scatter` | Points, no lines | `:dots`  
-`:heatmap` | Colored regions by density |   
-`:hexbin` | Similar to heatmap |   
-`:hist` | Histogram (doesn't use x) | `:histogram`  
-`:bar` | Bar plot (centered on x values) |   
-`:hline` | Horizontal line (doesn't use x) |   
-`:vline` | Vertical line (doesn't use x) |   
-`:ohlc` | Open/High/Low/Close chart (expects y is AbstractVector{Plots.OHLC}) |   
-`:contour` | Contour lines (uses z) |   
-`:path3d` | 3D path (uses z) | `:line3d`  
-`:scatter3d` | 3D scatter plot (uses z) |   
-
-
-### Line styles:
-
-Type | Aliases
----- | ----
-`:auto` | `:a`  
-`:solid` | `:s`  
-`:dash` | `:d`  
-`:dot` |   
-`:dashdot` | `:dd`  
-`:dashdotdot` | `:ddd`  
-
-
-### Markers:
-
-Type | Aliases
----- | ----
-`:none` | `:n`, `:no`  
-`:auto` | `:a`  
-`:cross` | `:+`, `:plus`  
-`:diamond` | `:d`  
-`:dtriangle` | `:V`, `:downtri`, `:downtriangle`, `:dt`, `:dtri`, `:v`  
-`:ellipse` | `:c`, `:circle`  
-`:heptagon` | `:hep`  
-`:hexagon` | `:h`, `:hex`  
-`:octagon` | `:o`, `:oct`  
-`:pentagon` | `:p`, `:pent`  
-`:rect` | `:r`, `:sq`, `:square`  
-`:star4` |   
-`:star5` | `:s`, `:star`, `:star1`  
-`:star6` |   
-`:star7` |   
-`:star8` | `:s2`, `:star2`  
-`:utriangle` | `:^`, `:uptri`, `:uptriangle`, `:ut`, `:utri`  
-`:xcross` | `:X`, `:x`  
-
-
-__Tip__: With supported backends, you can pass a `Plots.Shape` object for the `marker`/`markershape` arguments.  `Shape` takes a vector of 2-tuples in the constructor, defining the points of the polygon's shape in a unit-scaled coordinate space.  To make a square, for example, you could do `Shape([(1,1),(1,-1),(-1,-1),(-1,1)])`
-
-__Tip__: You can see the default value for a given argument with `default(arg::Symbol)`, and set the default value with `default(arg::Symbol, value)` or `default(; kw...)`.  For example set the default window size and whether we should show a legend with `default(size=(600,400), leg=false)`.
-
-__Tip__: There are some helper arguments you can set:  `xaxis`, `yaxis`, `line`, `marker`, `fill`.  These go through special preprocessing to extract values into individual arguments.  The order doesn't matter, and if you pass a single value it's equivalent to wrapping it in a Tuple.  Examples:
-
-```
-plot(y, xaxis = ("mylabel", :log, :flip, (-1,1)))   # this sets the `xlabel`, `xscale`, `xflip`, and `xlims` arguments automatically
-plot(y, line = (:bar, :blue, :dot, 10))             # this sets the `linetype`, `color`, `linestyle`, and `linewidth` arguments automatically
-plot(y, marker = (:rect, :red, 10))                 # this sets the `markershape`, `markercolor`, and `markersize` arguments automatically
-plot(y, fill = (:green, 10))                        # this sets the `fillcolor` and `fillrange` arguments automatically
-                                                    # Note: `fillrange` can be:
-                                                              a number (fill to horizontal line)
-                                                              a vector of numbers (different for each data point)
-                                                              a tuple of vectors (fill a band)
-```
-
-__Tip__: When plotting multiple lines, you can set all series to use the same value, or pass in a matrix to cycle through values.  Example:
-
-```julia
-plot(rand(100,4); color = [:red RGB(0,0,1)],     # (Matrix) lines 1 and 3 are red, lines 2 and 4 are blue
-                  axis = :auto,                  # lines 1 and 3 are on the left axis, lines 2 and 4 are on the right
-                  markershape = [:rect, :star]   # (Vector) ALL lines are passed the vector [:rect, :star1]
-                  width = 5)                     # all lines have a width of 5
-```
-
-__Tip__: Not all features are supported for each backend, but you can see what's supported by calling the functions: `supportedArgs()`, `supportedAxes()`, `supportedTypes()`, `supportedStyles()`, `supportedMarkers()`, `subplotSupported()`
-
-__Tip__: Call `gui()` to display the plot in a window.  Interactivity depends on backend.  Plotting at the REPL (without semicolon) implicitly calls `gui()`.
-
-### Animations
-
-Animations are created in 3 steps (see example #2):
-- Initialize an `Animation` object.
-- Save each frame of the animation with `frame(anim)`.
-- Convert the frames to an animated gif with `gif(anim, filename, fps=15)`
-
-
-## TODO features:
-
-- [x] Plot vectors/matrices/functions
-- [x] Plot DataFrames
-- [x] Histograms
-- [x] Grouping
-- [x] Annotations
-- [x] Scales
-- [x] Categorical Inputs (strings, etc... for hist, bar? or can split one series into multiple?)
-- [x] Custom markers
-- [x] Animations
-- [x] Subplots
-- [ ] Contours
-- [ ] Boxplots
-- [ ] 3D plotting
-- [ ] Scenes/Drawing
-- [ ] Graphs
-- [ ] Interactivity (GUIs)
-
-## TODO backends:
-
-- [x] Gadfly.jl
-- [x] Immerse.jl
-- [x] PyPlot.jl
-- [x] UnicodePlots.jl
-- [x] Qwt.jl
-- [x] Winston.jl (deprecated)
-- [ ] GLPlot.jl
-- [ ] Bokeh.jl
-- [ ] Vega.jl
-- [ ] Gaston.jl
-- [ ] Plotly.jl
-- [ ] GoogleCharts.jl
-- [ ] PLplot.jl
-- [ ] TextPlots.jl
-- [ ] ASCIIPlots.jl
-- [ ] Sparklines.jl
-- [ ] Hinton.jl
-- [ ] ImageTerm.jl
-- [ ] GraphViz.jl
-- [ ] TikzGraphs.jl
-- [ ] GraphLayout.jl
-
-## More information on backends (both supported and unsupported)
-
-See the wiki at: https://github.com/JuliaPlot/juliaplot_docs/wiki
-
-

REQUIRE

@@ -3,3 +3,5 @@ julia 0.4
 Colors
 Reexport
 Compat
+Requires
+FixedSizeArrays

deprecated/plotter.jl

@@ -8,6 +8,7 @@ immutable UnicodePlotsPackage <: PlottingPackage end
 immutable WinstonPackage      <: PlottingPackage end
 immutable BokehPackage        <: PlottingPackage end
 immutable PlotlyPackage       <: PlottingPackage end
+immutable GRPackage           <: PlottingPackage end
 immutable GLVisualizePackage  <: PlottingPackage end
 immutable NoPackage           <: PlottingPackage end
 
@@ -21,18 +22,20 @@ export
   unicodeplots,
   bokeh,
   plotly,
+  gr,
   glvisualize
   # winston
 
-gadfly()        = backend(:gadfly)
+gadfly(; kw...)        = (default(; kw...); backend(:gadfly))
-immerse()       = backend(:immerse)
+immerse(; kw...)       = (default(; kw...); backend(:immerse))
-pyplot()        = backend(:pyplot)
+pyplot(; kw...)        = (default(; kw...); backend(:pyplot))
-qwt()           = backend(:qwt)
+qwt(; kw...)           = (default(; kw...); backend(:qwt))
-unicodeplots()  = backend(:unicodeplots)
+unicodeplots(; kw...)  = (default(; kw...); backend(:unicodeplots))
-bokeh()         = backend(:bokeh)
+bokeh(; kw...)         = (default(; kw...); backend(:bokeh))
-plotly()        = backend(:plotly)
+plotly(; kw...)        = (default(; kw...); backend(:plotly))
-glvisualize()   = backend(:glvisualize)
+gr(; kw...)            = (default(; kw...); backend(:gr))
-# winston()       = backend(:winston)
+glvisualize(; kw...)   = (default(; kw...); backend(:glvisualize))
+# winston(; kw...)       = (default(; kw...); backend(:winston))
 
 backend_name(::GadflyPackage)       = :gadfly
 backend_name(::ImmersePackage)      = :immerse
@@ -41,6 +44,7 @@ backend_name(::UnicodePlotsPackage) = :unicodeplots
 backend_name(::QwtPackage)          = :qwt
 backend_name(::BokehPackage)        = :bokeh
 backend_name(::PlotlyPackage)       = :plotly
+backend_name(::GRPackage)           = :gr
 backend_name(::GLVisualizePackage)  = :glvisualize
 backend_name(::NoPackage)           = :none
 
@@ -56,6 +60,7 @@ include("backends/winston.jl")
 include("backends/web.jl")
 include("backends/bokeh.jl")
 include("backends/plotly.jl")
+include("backends/gr.jl")
 
 include("backends/glvisualize.jl")
 
@@ -77,12 +82,12 @@ subplot!(pkg::PlottingPackage, subplt::Subplot; kw...) = error("subplot!($pkg, s
 # ---------------------------------------------------------
 
 
-const BACKENDS = [:qwt, :gadfly, :unicodeplots, :pyplot, :immerse, :bokeh, :plotly]
+const BACKENDS = [:qwt, :gadfly, :unicodeplots, :pyplot, :immerse, :bokeh, :plotly, :gr]
-const INITIALIZED_BACKENDS = Set{Symbol}()
+const _initialized_backends = Set{Symbol}()
 backends() = BACKENDS
 
 
-function backendInstance(sym::Symbol)
+function _backend_instance(sym::Symbol)
   sym == :qwt && return QwtPackage()
   sym == :gadfly && return GadflyPackage()
   sym == :unicodeplots && return UnicodePlotsPackage()
@@ -91,6 +96,7 @@ function backendInstance(sym::Symbol)
   sym == :winston && return WinstonPackage()
   sym == :bokeh && return BokehPackage()
   sym == :plotly && return PlotlyPackage()
+  sym == :gr && return GRPackage()
   sym == :glvisualize && return GLVisualizePackage()
   sym == :none && return NoPackage()
   error("Unsupported backend $sym")
@@ -101,12 +107,12 @@ type CurrentBackend
   sym::Symbol
   pkg::PlottingPackage
 end
-CurrentBackend(sym::Symbol) = CurrentBackend(sym, backendInstance(sym))
+CurrentBackend(sym::Symbol) = CurrentBackend(sym, _backend_instance(sym))
 
 # ---------------------------------------------------------
 
 function pickDefaultBackend()
-  for pkgstr in ("PyPlot", "Immerse", "Qwt", "Gadfly", "UnicodePlots", "Bokeh", "GLVisualize")
+  for pkgstr in ("PyPlot", "Immerse", "Qwt", "Gadfly", "GR", "UnicodePlots", "Bokeh", "GLVisualize")
     if Pkg.installed(pkgstr) != nothing
       return backend(symbol(lowercase(pkgstr)))
     end
@@ -128,7 +134,7 @@ function backend()
   end
 
   currentBackendSymbol = CURRENT_BACKEND.sym
-  if !(currentBackendSymbol in INITIALIZED_BACKENDS)
+  if !(currentBackendSymbol in _initialized_backends)
 
     # initialize
     println("[Plots.jl] Initializing backend: ", CURRENT_BACKEND.sym)
@@ -235,13 +241,26 @@ function backend()
           # end borrowing (thanks :)
           ###########################
 
+          try
+            include(joinpath(Pkg.dir("Plots"), "src", "backends", "plotly_blink.jl"))
+          catch err
+            warn("Error including PlotlyJS: $err\n  Note: Will fall back to built-in display.")
+          end
+
         end
       catch err
         warn("Couldn't setup Plotly")
         rethrow(err)
       end
 
-  elseif currentBackendSymbol == :glvisualize
+    elseif currentBackendSymbol == :gr
+      try
+        @eval import GR
+      catch err
+        warn("Couldn't import GR.  Install it with: Pkg.add(\"GR\").")
+      end
+
+    elseif currentBackendSymbol == :glvisualize
       try
         @eval import GLVisualize
         @eval export GLVisualize
@@ -264,7 +283,7 @@ function backend()
     else
       error("Unknown backend $currentBackendSymbol.  Choose from: $BACKENDS")
     end
-    push!(INITIALIZED_BACKENDS, currentBackendSymbol)
+    push!(_initialized_backends, currentBackendSymbol)
 
   end
   CURRENT_BACKEND.pkg
@@ -297,7 +316,9 @@ function backend(modname)
     CURRENT_BACKEND.pkg = BokehPackage()
   elseif modname == :plotly
     CURRENT_BACKEND.pkg = PlotlyPackage()
-elseif modname == :glvisualize
+  elseif modname == :gr
+    CURRENT_BACKEND.pkg = GRPackage()
+  elseif modname == :glvisualize
     CURRENT_BACKEND.pkg = GLVisualizePackage()
   else
     error("Unknown backend $modname.  Choose from: $BACKENDS")

src/Plots.jl

@@ -6,6 +6,8 @@ module Plots
 using Compat
 using Reexport
 @reexport using Colors
+using Requires
+using FixedSizeArrays
 
 export
   Plot,
@@ -18,8 +20,6 @@ export
 
   plot,
   plot!,
-  # plot_display,
-  # plot_display!,
   subplot,
   subplot!,
 
@@ -33,6 +33,8 @@ export
   bar!,
   histogram,
   histogram!,
+  histogram2d,
+  histogram2d!,
   density,
   density!,
   heatmap,
@@ -57,8 +59,11 @@ export
   wireframe!,
   path3d,
   path3d!,
+  plot3d,
+  plot3d!,
   scatter3d,
   scatter3d!,
+  abline!,
 
   title!,
   xlabel!,
@@ -79,6 +84,7 @@ export
 
   backend,
   backends,
+  backend_name,
   aliases,
   dataframes,
 
@@ -112,17 +118,14 @@ export
   Animation,
   frame,
   gif,
+  @animate,
+  @gif,
 
   # recipes
   PlotRecipe,
   # EllipseRecipe,
-  # spy,
+  spy
-  corrplot
+  # corrplot
-
-# ---------------------------------------------------------
-
-
-const IMG_DIR = Pkg.dir("Plots") * "/img/"
 
 
 # ---------------------------------------------------------
@@ -131,7 +134,7 @@ include("types.jl")
 include("utils.jl")
 include("colors.jl")
 include("components.jl")
-include("plotter.jl")
+include("plotter2.jl")
 include("args.jl")
 include("plot.jl")
 include("subplot.jl")
@@ -148,6 +151,8 @@ bar(args...; kw...)        = plot(args...; kw...,  linetype = :bar)
 bar!(args...; kw...)       = plot!(args...; kw..., linetype = :bar)
 histogram(args...; kw...)  = plot(args...; kw...,  linetype = :hist)
 histogram!(args...; kw...) = plot!(args...; kw..., linetype = :hist)
+histogram2d(args...; kw...)  = plot(args...; kw...,  linetype = :hist2d)
+histogram2d!(args...; kw...) = plot!(args...; kw..., linetype = :hist2d)
 density(args...; kw...)    = plot(args...; kw...,  linetype = :density)
 density!(args...; kw...)   = plot!(args...; kw..., linetype = :density)
 heatmap(args...; kw...)    = plot(args...; kw...,  linetype = :heatmap)
@@ -172,6 +177,8 @@ wireframe(args...; kw...)  = plot(args...; kw...,  linetype = :wireframe)
 wireframe!(args...; kw...) = plot!(args...; kw..., linetype = :wireframe)
 path3d(args...; kw...)     = plot(args...; kw...,  linetype = :path3d)
 path3d!(args...; kw...)    = plot!(args...; kw..., linetype = :path3d)
+plot3d(args...; kw...)     = plot(args...; kw...,  linetype = :path3d)
+plot3d!(args...; kw...)    = plot!(args...; kw..., linetype = :path3d)
 scatter3d(args...; kw...)  = plot(args...; kw...,  linetype = :scatter3d)
 scatter3d!(args...; kw...) = plot!(args...; kw..., linetype = :scatter3d)
 
@@ -220,38 +227,16 @@ yaxis!(plt::Plot, args...; kw...)                                     = plot!(pl
 
 # ---------------------------------------------------------
 
-
-# try
-#   import DataFrames
-#   dataframes()
-# end
-
-# const CURRENT_BACKEND = pickDefaultBackend()
-
-# for be in backends()
-#   try
-#     backend(be)
-#     backend()
-#   catch err
-#     @show err
-#   end
-# end
-
 const CURRENT_BACKEND = CurrentBackend(:none)
 
-# function __init__()
+function __init__()
-#   # global const CURRENT_BACKEND = pickDefaultBackend()
-#   # global const CURRENT_BACKEND = CurrentBackend(:none)
 
-#   # global CURRENT_BACKEND
+  # override IJulia inline display
-#   # println("[Plots.jl] Default backend: ", CURRENT_BACKEND.sym)
+  if isijulia()
-
+    @eval import IJulia
-#   # # auto init dataframes if the import statement doesn't error out
+    IJulia.display_dict(plt::PlottingObject) = Dict{ASCIIString, ByteString}("text/html" => sprint(writemime, "text/html", plt))
-#   # try
+  end
-#   #   @eval import DataFrames
+end
-#   #   dataframes()
-#   # end
-# end
 
 # ---------------------------------------------------------
 

src/animation.jl

@@ -1,19 +1,18 @@
 
-immutable Animation{P<:PlottingObject}
+immutable Animation
-  plt::P
   dir::ASCIIString
   frames::Vector{ASCIIString}
 end
 
-function Animation(plt::PlottingObject)
+function Animation()
-  Animation(plt, mktempdir(), ASCIIString[])
+  tmpdir = convert(ASCIIString, mktempdir())
+  Animation(tmpdir, ASCIIString[])
 end
-Animation() = Animation(current())
 
-function frame(anim::Animation)
+function frame{P<:PlottingObject}(anim::Animation, plt::P=current())
   i = length(anim.frames) + 1
   filename = @sprintf("%06d.png", i)
-  png(anim.plt, joinpath(anim.dir, filename))
+  png(plt, joinpath(anim.dir, filename))
   push!(anim.frames, filename)
 end
 
@@ -32,7 +31,7 @@ function gif(anim::Animation, fn::@compat(AbstractString) = "tmp.gif"; fps::Inte
 
     # high quality
     speed = round(Int, 100 / fps)
-    run(`convert -delay $speed -loop 0 $(anim.dir)/*.png $fn`)
+    run(`convert -delay $speed -loop 0 $(anim.dir)/*.png -alpha off $fn`)
 
   catch err
     warn("Tried to create gif using convert (ImageMagick), but got error: $err\nWill try ffmpeg, but it's lower quality...)")
@@ -52,3 +51,86 @@ end
 function Base.writemime(io::IO, ::MIME"text/html", agif::AnimatedGif)
   write(io, "<img src=\"$(relpath(agif.filename))?$(rand())>\" />")
 end
+
+
+# -----------------------------------------------
+
+function _animate(forloop::Expr, args...; callgif = false)
+  if forloop.head != :for
+    error("@animate macro expects a for-block. got: $(forloop.head)")
+  end
+
+  # add the call to frame to the end of each iteration
+  animsym = gensym("anim")
+  countersym = gensym("counter")
+  block = forloop.args[2]
+
+  # create filter
+  n = length(args)
+  filterexpr = if n == 0
+    # no filter... every iteration gets a frame
+    true
+
+  elseif args[1] == :every
+    # filter every `freq` frames (starting with the first frame)
+    @assert n == 2
+    freq = args[2]
+    @assert isa(freq, Integer) && freq > 0
+    :(mod1($countersym, $freq) == 1)
+
+  elseif args[1] == :when
+    # filter on custom expression
+    @assert n == 2
+    args[2]
+
+  else
+    error("Unsupported animate filter: $args")
+  end
+
+  push!(block.args, :(if $filterexpr; frame($animsym); end))
+  push!(block.args, :($countersym += 1))
+
+  # add a final call to `gif(anim)`?
+  retval = callgif ? :(gif($animsym)) : animsym
+
+  # full expression:
+  esc(quote
+    $animsym = Animation()  # init animation object
+    $countersym = 1         # init iteration counter
+    $forloop                # for loop, saving a frame after each iteration
+    $retval                 # return the animation object, or the gif
+  end)
+end
+
+"""
+Builds an `Animation` using one frame per loop iteration, then create an animated GIF.
+
+Example:
+
+```
+  p = plot(1)
+  @gif for x=0:0.1:5
+    push!(p, 1, sin(x))
+  end
+```
+"""
+macro gif(forloop::Expr, args...)
+  _animate(forloop, args...; callgif = true)
+end
+
+"""
+Collect one frame per for-block iteration and return an `Animation` object.
+
+Example:
+
+```
+  p = plot(1)
+  anim = @animate for x=0:0.1:5
+    push!(p, 1, sin(x))
+  end
+  gif(anim)
+```
+"""
+macro animate(forloop::Expr, args...)
+  _animate(forloop, args...)
+end

src/args.jl

@@ -10,7 +10,7 @@ const _allAxes = [:auto, :left, :right]
 const _3dTypes = [:path3d, :scatter3d, :surface, :wireframe]
 const _allTypes = vcat([
                         :none, :line, :path, :steppre, :steppost, :sticks, :scatter,
-                        :heatmap, :hexbin, :hist, :density, :bar, :hline, :vline, :ohlc,
+                        :heatmap, :hexbin, :hist, :hist2d, :hist3d, :density, :bar, :hline, :vline, :ohlc,
                         :contour, :pie
                        ], _3dTypes)
 @compat const _typeAliases = Dict(
@@ -39,7 +39,6 @@ const _allTypes = vcat([
 
 ishistlike(lt::Symbol) = lt in (:hist, :density)
 islinelike(lt::Symbol) = lt in (:line, :path, :steppre, :steppost)
-isheatmaplike(lt::Symbol) = lt in (:heatmap, :hexbin)
 
 
 const _allStyles = [:auto, :solid, :dash, :dot, :dashdot, :dashdotdot]
@@ -129,7 +128,7 @@ _seriesDefaults[:markerstrokecolor] = :match
 _seriesDefaults[:markerstrokealpha] = nothing
 # _seriesDefaults[:ribbon]          = nothing
 # _seriesDefaults[:ribboncolor]     = :match
-_seriesDefaults[:nbins]           = 30               # number of bins for heatmaps and hists
+_seriesDefaults[:nbins]           = 30               # number of bins for hists
 _seriesDefaults[:smooth]          = false               # regression line?
 _seriesDefaults[:group]           = nothing           # groupby vector
 # _seriesDefaults[:annotation]      = nothing           # annotation tuple(s)... (x,y,annotation)
@@ -138,7 +137,8 @@ _seriesDefaults[:y]               = nothing
 _seriesDefaults[:z]               = nothing           # depth for contour, surface, etc
 _seriesDefaults[:zcolor]          = nothing           # value for color scale
 # _seriesDefaults[:surface]         = nothing
-_seriesDefaults[:nlevels]         = 15
+# _seriesDefaults[:nlevels]         = 15
+_seriesDefaults[:levels]          = 15
 _seriesDefaults[:orientation]     = :vertical
 
 
@@ -149,7 +149,8 @@ _plotDefaults[:title]             = ""
 _plotDefaults[:xlabel]            = ""
 _plotDefaults[:ylabel]            = ""
 _plotDefaults[:yrightlabel]       = ""
-_plotDefaults[:legend]            = true
+_plotDefaults[:legend]            = :best
+_plotDefaults[:colorbar]          = :legend
 _plotDefaults[:background_color]  = colorant"white"
 _plotDefaults[:foreground_color]  = :auto
 _plotDefaults[:xlims]             = :auto
@@ -177,14 +178,14 @@ _plotDefaults[:tickfont]          = font(8)
 _plotDefaults[:guidefont]         = font(11)
 _plotDefaults[:legendfont]        = font(8)
 _plotDefaults[:grid]              = true
-_plotDefaults[:annotation]      = nothing           # annotation tuple(s)... (x,y,annotation)
+_plotDefaults[:annotation]        = nothing           # annotation tuple(s)... (x,y,annotation)
-
+_plotDefaults[:overwrite_figure]  = false
 
 
 # TODO: x/y scales
 
 const _allArgs = sort(collect(union(keys(_seriesDefaults), keys(_plotDefaults))))
-supportedArgs(::PlottingPackage) = _allArgs
+supportedArgs(::PlottingPackage) = error("supportedArgs not defined") #_allArgs
 supportedArgs() = supportedArgs(backend())
 
 
@@ -230,6 +231,7 @@ end
     :type               => :linetype,
     :lt                 => :linetype,
     :t                  => :linetype,
+    :seriestype         => :linetype,
     :style              => :linestyle,
     :s                  => :linestyle,
     :ls                 => :linestyle,
@@ -271,6 +273,9 @@ end
     :ylabel2            => :yrightlabel,
     :y2label            => :yrightlabel,
     :leg                => :legend,
+    :key                => :legend,
+    :cbar               => :colorbar,
+    :cb                 => :colorbar,
     :bg                 => :background_color,
     :bgcolor            => :background_color,
     :bg_color           => :background_color,
@@ -283,6 +288,9 @@ end
     :foreground_colour  => :foreground_color,
     :regression         => :smooth,
     :reg                => :smooth,
+    :nlevels            => :levels,
+    :nlev               => :levels,
+    :levs               => :levels,
     :xlim               => :xlims,
     :xlimit             => :xlims,
     :xlimits            => :xlims,
@@ -299,6 +307,14 @@ end
     :palette            => :color_palette,
     :xlink              => :linkx,
     :ylink              => :linky,
+    :nrow               => :nr,
+    :nrows              => :nr,
+    :ncol               => :nc,
+    :ncols              => :nc,
+    :clf                => :overwrite_figure,
+    :clearfig           => :overwrite_figure,
+    :overwrite          => :overwrite_figure,
+    :reuse              => :overwrite_figure,
   )
 
 # add all pluralized forms to the _keyAliases dict
@@ -348,12 +364,6 @@ end
 
 # -----------------------------------------------------------------------------
 
-wraptuple(x::@compat(Tuple)) = x
-wraptuple(x) = (x,)
-
-trueOrAllTrue(f::Function, x::AbstractArray) = all(f, x)
-trueOrAllTrue(f::Function, x) = f(x)
-
 function handleColors!(d::Dict, arg, csym::Symbol)
   try
     if arg == :auto
@@ -405,11 +415,13 @@ end
 function processLineArg(d::Dict, arg)
 
   # linetype
-  if trueOrAllTrue(a -> get(_typeAliases, a, a) in _allTypes, arg)
+  # if trueOrAllTrue(a -> get(_typeAliases, a, a) in _allTypes, arg)
+  if allLineTypes(arg)
     d[:linetype] = arg
 
   # linestyle
-  elseif trueOrAllTrue(a -> get(_styleAliases, a, a) in _allStyles, arg)
+  # elseif trueOrAllTrue(a -> get(_styleAliases, a, a) in _allStyles, arg)
+  elseif allStyles(arg)
     d[:linestyle] = arg
 
   elseif typeof(arg) <: Stroke
@@ -424,11 +436,13 @@ function processLineArg(d::Dict, arg)
     arg.alpha == nothing || (d[:fillalpha] = arg.alpha)
 
   # linealpha
-  elseif trueOrAllTrue(a -> typeof(a) <: Real && a > 0 && a < 1, arg)
+  # elseif trueOrAllTrue(a -> typeof(a) <: Real && a > 0 && a < 1, arg)
+  elseif allAlphas(arg)
     d[:linealpha] = arg
 
   # linewidth
-  elseif trueOrAllTrue(a -> typeof(a) <: Real, arg)
+  # elseif trueOrAllTrue(a -> typeof(a) <: Real, arg)
+  elseif allReals(arg)
     d[:linewidth] = arg
 
   # color
@@ -442,13 +456,16 @@ end
 function processMarkerArg(d::Dict, arg)
 
   # markershape
-  if trueOrAllTrue(a -> get(_markerAliases, a, a) in _allMarkers, arg)
+  # if trueOrAllTrue(a -> get(_markerAliases, a, a) in _allMarkers, arg)
-    d[:markershape] = arg
+  #   d[:markershape] = arg
-  elseif trueOrAllTrue(a -> isa(a, Shape), arg)
+
+  # elseif trueOrAllTrue(a -> isa(a, Shape), arg)
+  if allShapes(arg)
     d[:markershape] = arg
 
   # stroke style
-  elseif trueOrAllTrue(a -> get(_styleAliases, a, a) in _allStyles, arg)
+  # elseif trueOrAllTrue(a -> get(_styleAliases, a, a) in _allStyles, arg)
+  elseif allStyles(arg)
     d[:markerstrokestyle] = arg
 
   elseif typeof(arg) <: Stroke
@@ -463,11 +480,13 @@ function processMarkerArg(d::Dict, arg)
     arg.alpha == nothing || (d[:markeralpha] = arg.alpha)
 
   # linealpha
-  elseif trueOrAllTrue(a -> typeof(a) <: Real && a > 0 && a < 1, arg)
+  # elseif trueOrAllTrue(a -> typeof(a) <: Real && a > 0 && a < 1, arg)
+  elseif allAlphas(arg)
     d[:markeralpha] = arg
 
   # markersize
-  elseif trueOrAllTrue(a -> typeof(a) <: Real, arg)
+  # elseif trueOrAllTrue(a -> typeof(a) <: Real, arg)
+  elseif allReals(arg)
     d[:markersize] = arg
 
   # markercolor
@@ -485,11 +504,27 @@ function processFillArg(d::Dict, arg)
     arg.color == nothing || (d[:fillcolor] = arg.color == :auto ? :auto : colorscheme(arg.color))
     arg.alpha == nothing || (d[:fillalpha] = arg.alpha)
 
+  # fillrange function
+  # elseif trueOrAllTrue(a -> isa(a, Function), arg)
+  elseif allFunctions(arg)
+    d[:fillrange] = arg
+
+  # fillalpha
+  # elseif trueOrAllTrue(a -> typeof(a) <: Real && a > 0 && a < 1, arg)
+  elseif allAlphas(arg)
+    d[:fillalpha] = arg
+
   elseif !handleColors!(d, arg, :fillcolor)
+    
     d[:fillrange] = arg
   end
 end
 
+_replace_markershape(shape::Symbol) = get(_markerAliases, shape, shape)
+_replace_markershape(shapes::AVec) = map(_replace_markershape, shapes)
+_replace_markershape(shape) = shape
+
+
 "Handle all preprocessing of args... break out colors/sizes/etc and replace aliases."
 function preprocessArgs!(d::Dict)
   replaceAliases!(d, _keyAliases)
@@ -501,6 +536,12 @@ function preprocessArgs!(d::Dict)
       processAxisArg(d, axisletter, arg)
     end
     delete!(d, asym)
+
+    # turn :labels into :ticks_and_labels
+    tsym = symbol(axisletter * "ticks")
+    if haskey(d, tsym) && ticksType(d[tsym]) == :labels
+      d[tsym] = (1:length(d[tsym]), d[tsym])
+    end
   end
 
   # handle line args
@@ -516,7 +557,12 @@ function preprocessArgs!(d::Dict)
     anymarker = true
   end
   delete!(d, :marker)
-  if anymarker && !haskey(d, :markershape)
+  # if anymarker && !haskey(d, :markershape)
+  #   d[:markershape] = :ellipse
+  # end
+  if haskey(d, :markershape)
+    d[:markershape] = _replace_markershape(d[:markershape])
+  elseif anymarker
     d[:markershape] = :ellipse
   end
 
@@ -528,6 +574,14 @@ function preprocessArgs!(d::Dict)
 
   # convert into strokes and brushes
 
+  # legends
+  if haskey(d, :legend)
+    d[:legend] = convertLegendValue(d[:legend])
+  end
+  if haskey(d, :colorbar)
+    d[:colorbar] = convertLegendValue(d[:colorbar])
+  end
+
   # handle subplot links
   if haskey(d, :link)
     l = d[:link]
@@ -588,6 +642,9 @@ function warnOnUnsupportedArgs(pkg::PlottingPackage, d::Dict)
   end
 end
 
+_markershape_supported(pkg::PlottingPackage, shape::Symbol) = shape in supportedMarkers(pkg)
+_markershape_supported(pkg::PlottingPackage, shape::Shape) = Shape in supportedMarkers(pkg)
+_markershape_supported(pkg::PlottingPackage, shapes::AVec) = all([_markershape_supported(pkg, shape) for shape in shapes])
 
 function warnOnUnsupported(pkg::PlottingPackage, d::Dict)
   (d[:axis] in supportedAxes(pkg)
@@ -598,8 +655,9 @@ function warnOnUnsupported(pkg::PlottingPackage, d::Dict)
   (d[:linestyle] in supportedStyles(pkg)
     || warn("linestyle $(d[:linestyle]) is unsupported with $pkg.  Choose from: $(supportedStyles(pkg))"))
   (d[:markershape] == :none
-    || d[:markershape] in supportedMarkers(pkg)
+    || _markershape_supported(pkg, d[:markershape])
-    || (Shape in supportedMarkers(pkg) && typeof(d[:markershape]) <: Shape)
+    # || d[:markershape] in supportedMarkers(pkg)
+    # || (Shape in supportedMarkers(pkg) && typeof(d[:markershape]) <: Shape)
     || warn("markershape $(d[:markershape]) is unsupported with $pkg.  Choose from: $(supportedMarkers(pkg))"))
 end
 
@@ -635,6 +693,19 @@ function setDictValue(d_in::Dict, d_out::Dict, k::Symbol, idx::Int, defaults::Di
   end
 end
 
+function convertLegendValue(val::Symbol)
+  if val in (:both, :all, :yes)
+    :best
+  elseif val in (:no, :none)
+    :none
+  elseif val in (:right, :left, :top, :bottom, :inside, :best, :legend)
+    val
+  else
+    error("Invalid symbol for legend: $val")
+  end
+end
+convertLegendValue(val::Bool) = val ? :best : :none
+
 # -----------------------------------------------------------------------------
 
 # build the argument dictionary for the plot
@@ -655,6 +726,13 @@ function getPlotArgs(pkg::PlottingPackage, kw, idx::Int; set_defaults = true)
     end
   end
 
+  # handle legend/colorbar
+  d[:legend] = convertLegendValue(d[:legend])
+  d[:colorbar] = convertLegendValue(d[:colorbar])
+  if d[:colorbar] == :legend
+    d[:colorbar] = d[:legend]
+  end
+
   # convert color
   handlePlotColors(pkg, d)
 
@@ -710,8 +788,6 @@ function getSeriesArgs(pkg::PlottingPackage, plotargs::Dict, kw, commandIndex::I
   c = (c == :match ? d[:linecolor] : getSeriesRGBColor(c, plotargs, plotIndex))
   d[:fillcolor] = c
 
-  # TODO: rebuild
-
   # set label
   label = d[:label]
   label = (label == "AUTO" ? "y$globalIndex" : label)

src/backends/bokeh.jl

@@ -1,6 +1,15 @@
 
 # https://github.com/bokeh/Bokeh.jl
 
+
+function _initialize_backend(::BokehPackage; kw...)
+  @eval begin
+    warn("Bokeh is no longer supported... many features will likely be broken.")
+    import Bokeh
+    export Bokeh
+  end
+end
+
 # make255(x) = round(Int, 255 * x)
 
 # function bokehcolor(c::Colorant)

src/backends/gadfly.jl

@@ -1,6 +1,15 @@
 
 # https://github.com/dcjones/Gadfly.jl
 
+
+function _initialize_backend(::GadflyPackage; kw...)
+  @eval begin
+    import Gadfly, Compose
+    export Gadfly, Compose
+    include(joinpath(Pkg.dir("Plots"), "src", "backends", "gadfly_shapes.jl"))
+  end
+end
+
 # ---------------------------------------------------------------------------
 
 # immutable MissingVec <: AbstractVector{Float64} end
@@ -27,7 +36,7 @@ function getLineGeom(d::Dict)
   xbins, ybins = maketuple(d[:nbins])
   if lt == :hexbin
     Gadfly.Geom.hexbin(xbincount = xbins, ybincount = ybins)
-  elseif lt == :heatmap
+  elseif lt == :hist2d
     Gadfly.Geom.histogram2d(xbincount = xbins, ybincount = ybins)
   elseif lt == :hist
     Gadfly.Geom.histogram(bincount = xbins)
@@ -44,7 +53,7 @@ function getLineGeom(d::Dict)
   elseif lt == :vline
     Gadfly.Geom.vline
   elseif lt == :contour
-    Gadfly.Geom.contour(levels = d[:nlevels])
+    Gadfly.Geom.contour(levels = d[:levels])
   else
     nothing
   end
@@ -159,11 +168,16 @@ end
 
 # ---------------------------------------------------------------------------
 
+# extract the underlying ShapeGeometry object(s)
+getMarkerGeom(shape::Shape) = gadflyshape(shape)
+getMarkerGeom(shape::Symbol) = gadflyshape(_shapes[shape])
+getMarkerGeom(shapes::AVec) = map(getMarkerGeom, shapes)
+getMarkerGeom(d::Dict) = getMarkerGeom(d[:markershape])
 
-function getMarkerGeom(d::Dict)
+# function getMarkerGeom(d::Dict)
-  shape = d[:markershape]
+#   shape = d[:markershape]
-  gadflyshape(isa(shape, Shape) ? shape : _shapes[shape])
+#   gadflyshape(isa(shape, Shape) ? shape : _shapes[shape])
-end
+# end
 
 
 function getGadflyMarkerTheme(d::Dict, plotargs::Dict)
@@ -192,6 +206,7 @@ function getGadflyMarkerTheme(d::Dict, plotargs::Dict)
 end
 
 function addGadflyContColorScale(plt::Plot{GadflyPackage}, c)
+  plt.plotargs[:colorbar] == :none && return
   if !isa(c, ColorGradient)
     c = colorscheme(:bluesreds)
   end
@@ -224,7 +239,7 @@ end
 function addToGadflyLegend(plt::Plot, d::Dict)
 
   # add the legend?
-  if plt.plotargs[:legend]
+  if plt.plotargs[:legend] != :none && d[:label] != ""
     gplt = getGadflyContext(plt)
 
     # add the legend if needed
@@ -288,7 +303,7 @@ function addGadflySeries!(plt::Plot, d::Dict)
   lt = d[:linetype]
   if lt == :ohlc
     error("Haven't re-implemented after refactoring")
-  elseif lt in (:heatmap, :hexbin) && (isa(d[:linecolor], ColorGradient) || isa(d[:linecolor], ColorFunction))
+  elseif lt in (:hist2d, :hexbin) && (isa(d[:linecolor], ColorGradient) || isa(d[:linecolor], ColorFunction))
     push!(gplt.scales, Gadfly.Scale.ContinuousColorScale(p -> RGB(getColorZ(d[:linecolor], p))))
   elseif lt == :scatter && d[:markershape] == :none
     d[:markershape] = :ellipse
@@ -299,7 +314,7 @@ function addGadflySeries!(plt::Plot, d::Dict)
     prepend!(layers, addGadflyMarker!(plt, length(gplt.layers), d, plt.plotargs, smooth...))
   end
 
-  lt in (:hist, :heatmap, :hexbin, :contour) || addToGadflyLegend(plt, d)
+  lt in (:hist2d, :hexbin, :contour) || addToGadflyLegend(plt, d)
 
   # now save the layers that apply to this series
   d[:gadflylayers] = layers
@@ -359,7 +374,7 @@ function addGadflyTicksGuide(gplt, ticks, isx::Bool)
     gfunc = isx ? Gadfly.Scale.x_discrete : Gadfly.Scale.y_discrete
     labelmap = Dict(zip(ticks...))
     labelfunc = val -> labelmap[val]
-    push!(gplt.scales, gfunc(levels = ticks[1], labels = labelfunc))
+    push!(gplt.scales, gfunc(levels = collect(ticks[1]), labels = labelfunc))
 
   else
     error("Invalid input for $(isx ? "xticks" : "yticks"): ", ticks)
@@ -482,9 +497,13 @@ function updateGadflyPlotTheme(plt::Plot, d::Dict)
   # # TODO: should this be part of the main `plot` command in plot.jl???
   # d = merge!(plt.plotargs, d)
 
-  # hide the legend?
+  # # hide the legend?
-  if !get(d, :legend, true)
+  # if !get(d, :legend, true)
-    kwargs[:key_position] = :none
+  #   kwargs[:key_position] = :none
+  # end
+  leg = d[d[:legend] == :none ? :colorbar : :legend]
+  if leg != :best
+    kwargs[:key_position] = leg == :inside ? :right : leg
   end
 
   if !get(d, :grid, true)
@@ -656,7 +675,7 @@ setGadflyDisplaySize(subplt::Subplot) = setGadflyDisplaySize(getplotargs(subplt,
 # -------------------------------------------------------------------------
 
 
-function dowritemime{P<:GadflyOrImmerse}(io::IO, func, plt::PlottingObject{P})
+function dowritemime{P<:Union{GadflyPackage,ImmersePackage}}(io::IO, func, plt::PlottingObject{P})
   gplt = getGadflyContext(plt)
   setGadflyDisplaySize(plt)
   Gadfly.draw(func(io, Compose.default_graphic_width, Compose.default_graphic_height), gplt)
@@ -667,10 +686,11 @@ getGadflyWriteFunc(::MIME"image/svg+xml") = Gadfly.SVG
 # getGadflyWriteFunc(::MIME"text/html") = Gadfly.SVGJS
 getGadflyWriteFunc(::MIME"application/pdf") = Gadfly.PDF
 getGadflyWriteFunc(::MIME"application/postscript") = Gadfly.PS
+getGadflyWriteFunc(::MIME"application/x-tex") = Gadfly.PGF
 getGadflyWriteFunc(m::MIME) = error("Unsupported in Gadfly/Immerse: ", m)
 
-for mime in (MIME"image/png", MIME"image/svg+xml", MIME"application/pdf", MIME"application/postscript")
+for mime in (MIME"image/png", MIME"image/svg+xml", MIME"application/pdf", MIME"application/postscript", MIME"application/x-tex")
-  @eval function Base.writemime{P<:GadflyOrImmerse}(io::IO, ::$mime, plt::PlottingObject{P})
+  @eval function Base.writemime{P<:Union{GadflyPackage,ImmersePackage}}(io::IO, ::$mime, plt::PlottingObject{P})
     func = getGadflyWriteFunc($mime())
     dowritemime(io, func, plt)
   end

src/backends/gadfly_shapes.jl

@@ -66,7 +66,7 @@ function Gadfly.render(geom::ShapeGeometry, theme::Gadfly.Theme, aes::Gadfly.Aes
 end
 
 function gadflyshape(sv::Shape)
-  ShapeGeometry([(x,-y) for (x,y) in sv.vertices])
+  ShapeGeometry(sv.vertices)
 end
 
 

src/backends/glvisualize.jl

@@ -2,6 +2,13 @@
 
 # [WEBSITE]
 
+function _initialize_backend(::GLVisualizePackage; kw...)
+  @eval begin
+    import GLVisualize
+    export GLVisualize
+  end
+end
+
 # ---------------------------------------------------------------------------
 
 immutable GLScreenWrapper
@@ -12,6 +19,8 @@ function _create_plot(pkg::GLVisualizePackage; kw...)
   d = Dict(kw)
   # TODO: create the window/canvas/context that is the plot within the backend (call it `o`)
   # TODO: initialize the plot... title, xlabel, bgcolor, etc
+
+  # TODO: this should be moved to the display method?
   w=GLVisualize.glscreen()
   @async GLVisualize.renderloop(w)
   Plot(GLScreenWrapper(w), pkg, 0, d, Dict[])
@@ -22,6 +31,7 @@ function _add_series(::GLVisualizePackage, plt::Plot; kw...)
   d = Dict(kw)
   # TODO: add one series to the underlying package
   push!(plt.seriesargs, d)
+  # TODO: this should be moved to the display method?
   x,y,z=map(Float32,d[:x]), map(Float32,d[:y]), map(Float32,d[:z].surf)
   GLVisualize.view(GLVisualize.visualize((x*ones(y)', ones(x)*y', z), :surface),plt.o.window)
   plt
@@ -50,13 +60,16 @@ end
 # accessors for x/y data
 
 function Base.getindex(plt::Plot{GLVisualizePackage}, i::Int)
-  series = plt.o.lines[i]
+  # TODO:
-  series.x, series.y
+  # series = plt.o.lines[i]
+  # series.x, series.y
+  nothing, nothing
 end
 
 function Base.setindex!(plt::Plot{GLVisualizePackage}, xy::Tuple, i::Integer)
-  series = plt.o.lines[i]
+  # TODO:
-  series.x, series.y = xy
+  # series = plt.o.lines[i]
+  # series.x, series.y = xy
   plt
 end
 
@@ -82,6 +95,10 @@ end
 
 function Base.display(::PlotsDisplay, plt::Plot{GLVisualizePackage})
   # TODO: display/show the plot
+
+  # NOTE: I think maybe this should be empty?  We can start with the assumption that creating
+  #       and adding to a plot will automatically open a window and draw to it, then the display
+  #       wouldn't actually need to do anything
 end
 
 function Base.display(::PlotsDisplay, plt::Subplot{GLVisualizePackage})

src/backends/gr.jl

@@ -0,0 +1,790 @@
+
+# https://github.com/jheinen/GR.jl
+
+function _initialize_backend(::GRPackage; kw...)
+  @eval begin
+    import GR
+    export GR
+  end
+end
+
+const gr_linetype = Dict(
+  :auto => 1, :solid => 1, :dash => 2, :dot => 3, :dashdot => 4,
+  :dashdotdot => -1 )
+
+const gr_markertype = Dict(
+  :auto => 1, :none => -1, :ellipse => -1, :rect => -7, :diamond => -13,
+  :utriangle => -3, :dtriangle => -5, :pentagon => -21, :hexagon => -22,
+  :heptagon => -23, :octagon => -24, :cross => 2, :xcross => 5,
+  :star4 => -25, :star5 => -26, :star6 => -27, :star7 => -28, :star8 => -29,
+  :vline => -30, :hline => -31 )
+
+const gr_halign = Dict(:left => 1, :hcenter => 2, :right => 3)
+const gr_valign = Dict(:top => 1, :vcenter => 3, :bottom => 5)
+
+const gr_font_family = Dict(
+  "times" => 1, "helvetica" => 5, "courier" => 9, "bookman" => 14,
+  "newcenturyschlbk" => 18, "avantgarde" => 22, "palatino" => 26)
+
+function gr_getcolorind(v)
+  c = getColor(v)
+  return convert(Int, GR.inqcolorfromrgb(c.r, c.g, c.b))
+end
+
+function gr_getaxisind(p)
+  axis = get(p, :axis, :none)
+  if axis in [:none, :left]
+    return 1
+  else
+    return 2
+  end
+end
+
+function gr_setmarkershape(p)
+  if haskey(p, :markershape)
+    shape = p[:markershape]
+    if isa(shape, Shape)
+      p[:vertices] = shape.vertices
+    else
+      GR.setmarkertype(gr_markertype[shape])
+      p[:vertices] = :none
+    end
+  end
+end
+
+function gr_polymarker(p, x, y)
+  if p[:vertices] != :none
+    vertices= p[:vertices]
+    dx = Float64[el[1] for el in vertices] * 0.01
+    dy = Float64[el[2] for el in vertices] * 0.01
+    GR.selntran(0)
+    GR.setfillcolorind(gr_getcolorind(p[:markercolor]))
+    GR.setfillintstyle(GR.INTSTYLE_SOLID)
+    for i = 1:length(x)
+      xn, yn = GR.wctondc(x[i], y[i])
+      GR.fillarea(xn + dx, yn + dy)
+    end
+    GR.selntran(1)
+  else
+    GR.polymarker(x, y)
+  end
+end
+
+function gr_polyline(x, y)
+  if NaN in x || NaN in y
+    i = 1
+    j = 1
+    n = length(x)
+    while i < n
+      while j < n && x[j] != Nan && y[j] != NaN
+        j += 1
+      end
+      if i < j
+        GR.polyline(x[i:j], y[i:j])
+      end
+      i = j + 1
+    end
+  else
+    GR.polyline(x, y)
+  end
+end
+
+function gr_display(plt::Plot{GRPackage}, clear=true, update=true,
+                    subplot=[0, 1, 0, 1])
+  d = plt.plotargs
+
+  clear && GR.clearws()
+
+  mwidth, mheight, width, height = GR.inqdspsize()
+  w, h = d[:size]
+  viewport = zeros(4)
+  if w > h
+    ratio = float(h) / w
+    msize = mwidth * w / width
+    GR.setwsviewport(0, msize, 0, msize * ratio)
+    GR.setwswindow(0, 1, 0, ratio)
+    viewport[1] = subplot[1] + 0.125 * (subplot[2] - subplot[1])
+    viewport[2] = subplot[1] + 0.95  * (subplot[2] - subplot[1])
+    viewport[3] = ratio * (subplot[3] + 0.125  * (subplot[4] - subplot[3]))
+    viewport[4] = ratio * (subplot[3] + 0.95  * (subplot[4] - subplot[3]))
+  else
+    ratio = float(w) / h
+    msize = mheight * h / height
+    GR.setwsviewport(0, msize * ratio, 0, msize)
+    GR.setwswindow(0, ratio, 0, 1)
+    viewport[1] = ratio * (subplot[1] + 0.125 * (subplot[2] - subplot[1]))
+    viewport[2] = ratio * (subplot[1] + 0.95  * (subplot[2] - subplot[1]))
+    viewport[3] = subplot[3] + 0.125 * (subplot[4] - subplot[3])
+    viewport[4] = subplot[3] + 0.95  * (subplot[4] - subplot[3])
+  end
+
+  if haskey(d, :background_color)
+    GR.savestate()
+    GR.selntran(0)
+    GR.setfillintstyle(GR.INTSTYLE_SOLID)
+    GR.setfillcolorind(gr_getcolorind(d[:background_color]))
+    if w > h
+      GR.fillrect(subplot[1], subplot[2], ratio*subplot[3], ratio*subplot[4])
+    else
+      GR.fillrect(ratio*subplot[1], ratio*subplot[2], subplot[3], subplot[4])
+    end
+    GR.selntran(1)
+    GR.restorestate()
+    c = getColor(d[:background_color])
+    if 0.21 * c.r + 0.72 * c.g + 0.07 * c.b < 0.9
+      fg = convert(Int, GR.inqcolorfromrgb(1-c.r, 1-c.g, 1-c.b))
+    else
+      fg = 1
+    end
+  else
+    fg = 1
+  end
+
+  extrema = zeros(2, 4)
+  num_axes = 1
+  cmap = false
+  axes_2d = true
+  grid_flag = get(d, :grid, true)
+
+  for axis = 1:2
+    xmin = ymin = typemax(Float64)
+    xmax = ymax = typemin(Float64)
+    for p in plt.seriesargs
+      if axis == gr_getaxisind(p)
+        if axis == 2
+          num_axes = 2
+        end
+        if p[:linetype] == :bar
+          x, y = 1:length(p[:y]), p[:y]
+        elseif p[:linetype] == :ohlc
+          x, y = 1:size(p[:y], 1), p[:y]
+        elseif p[:linetype] in [:hist, :density]
+          x, y = Base.hist(p[:y])
+        elseif p[:linetype] in [:hist2d, :hexbin]
+          E = zeros(length(p[:x]),2)
+          E[:,1] = p[:x]
+          E[:,2] = p[:y]
+          if isa(p[:nbins], Tuple)
+            xbins, ybins = p[:nbins]
+          else
+            xbins = ybins = p[:nbins]
+          end
+          cmap = true
+          x, y, H = Base.hist2d(E, xbins, ybins)
+        elseif p[:linetype] == :pie
+          axes_2d = false
+          xmin, xmax, ymin, ymax = 0, 1, 0, 1
+          x, y = p[:x], p[:y]
+        else
+          if p[:linetype] in [:contour, :surface]
+            cmap = true
+          end
+          if p[:linetype] in [:surface, :wireframe, :path3d, :scatter3d]
+            axes_2d = false
+          end
+          x, y = p[:x], p[:y]
+        end
+        if p[:linetype] != :pie
+          xmin = min(minimum(x), xmin)
+          xmax = max(maximum(x), xmax)
+          if p[:linetype] == :ohlc
+            for val in y
+              ymin = min(val.open, val.high, val.low, val.close, ymin)
+              ymax = max(val.open, val.high, val.low, val.close, ymax)
+            end
+          else
+            ymin = min(minimum(y), ymin)
+            ymax = max(maximum(y), ymax)
+          end
+        end
+      end
+    end
+    if d[:xlims] != :auto
+      xmin, xmax = d[:xlims]
+    end
+    if d[:ylims] != :auto
+      ymin, ymax = d[:ylims]
+    end
+    if xmax <= xmin
+      xmax = xmin + 1
+    end
+    if ymax <= ymin
+      ymax = ymin + 1
+    end
+    extrema[axis,:] = [xmin, xmax, ymin, ymax]
+  end
+
+  if num_axes == 2 || !axes_2d
+    viewport[2] -= 0.0525
+  end
+  if cmap
+    viewport[2] -= 0.1
+  end
+  GR.setviewport(viewport[1], viewport[2], viewport[3], viewport[4])
+
+  scale = 0
+  d[:xscale] == :log10 && (scale |= GR.OPTION_X_LOG)
+  d[:yscale] == :log10 && (scale |= GR.OPTION_Y_LOG)
+  get(d, :xflip, false) && (scale |= GR.OPTION_FLIP_X)
+  get(d, :yflip, false) && (scale |= GR.OPTION_FLIP_Y)
+
+  for axis = 1:num_axes
+    xmin, xmax, ymin, ymax = extrema[axis,:]
+    if scale & GR.OPTION_X_LOG == 0
+      xmin, xmax = GR.adjustlimits(xmin, xmax)
+      majorx = 5
+      xtick = GR.tick(xmin, xmax) / majorx
+    else
+      xtick = majorx = 1
+    end
+    if scale & GR.OPTION_Y_LOG == 0
+      ymin, ymax = GR.adjustlimits(ymin, ymax)
+      majory = 5
+      ytick = GR.tick(ymin, ymax) / majory
+    else
+      ytick = majory = 1
+    end
+    if scale & GR.OPTION_FLIP_X == 0
+      xorg = (xmin, xmax)
+    else
+      xorg = (xmax, xmin)
+    end
+    if scale & GR.OPTION_FLIP_Y == 0
+      yorg = (ymin, ymax)
+    else
+      yorg = (ymax, ymin)
+    end
+
+    GR.setwindow(xmin, xmax, ymin, ymax)
+    GR.setscale(scale)
+
+    diag = sqrt((viewport[2] - viewport[1])^2 + (viewport[4] - viewport[3])^2)
+    charheight = max(0.018 * diag, 0.01)
+    GR.setcharheight(charheight)
+    GR.settextcolorind(fg)
+
+    if axes_2d
+      GR.setlinewidth(1)
+      GR.setlinecolorind(fg)
+      ticksize = 0.0075 * diag
+      if grid_flag && fg == 1
+        GR.grid(xtick, ytick, 0, 0, majorx, majory)
+      end
+      if num_axes == 1
+        GR.axes(xtick, ytick, xorg[1], yorg[1], majorx, majory, ticksize)
+        GR.axes(xtick, ytick, xorg[2], yorg[2], -majorx, -majory, -ticksize)
+      elseif axis == 1
+        GR.axes(xtick, ytick, xorg[1], yorg[1], majorx, majory, ticksize)
+      else
+        GR.axes(xtick, ytick, xorg[2], yorg[2], -majorx, majory, -ticksize)
+      end
+    end
+  end
+
+  if get(d, :title, "") != ""
+    GR.savestate()
+    GR.settextalign(GR.TEXT_HALIGN_CENTER, GR.TEXT_VALIGN_TOP)
+    GR.settextcolorind(fg)
+    GR.text(0.5 * (viewport[1] + viewport[2]), min(ratio, 1), d[:title])
+    GR.restorestate()
+  end
+  if get(d, :xlabel, "") != ""
+    GR.savestate()
+    GR.settextalign(GR.TEXT_HALIGN_CENTER, GR.TEXT_VALIGN_BOTTOM)
+    GR.settextcolorind(fg)
+    GR.text(0.5 * (viewport[1] + viewport[2]), 0, d[:xlabel])
+    GR.restorestate()
+  end
+  if get(d, :ylabel, "") != ""
+    GR.savestate()
+    GR.settextalign(GR.TEXT_HALIGN_CENTER, GR.TEXT_VALIGN_TOP)
+    GR.setcharup(-1, 0)
+    GR.settextcolorind(fg)
+    GR.text(0, 0.5 * (viewport[3] + viewport[4]), d[:ylabel])
+    GR.restorestate()
+  end
+  if get(d, :yrightlabel, "") != ""
+    GR.savestate()
+    GR.settextalign(GR.TEXT_HALIGN_CENTER, GR.TEXT_VALIGN_TOP)
+    GR.setcharup(1, 0)
+    GR.settextcolorind(fg)
+    GR.text(1, 0.5 * (viewport[3] + viewport[4]), d[:yrightlabel])
+    GR.restorestate()
+  end
+
+  legend = false
+
+  for p in plt.seriesargs
+    GR.savestate()
+    xmin, xmax, ymin, ymax = extrema[gr_getaxisind(p),:]
+    GR.setwindow(xmin, xmax, ymin, ymax)
+    if p[:linetype] in [:path, :line, :steppre, :steppost, :sticks, :hline, :vline, :ohlc]
+      haskey(p, :linestyle) && GR.setlinetype(gr_linetype[p[:linestyle]])
+      haskey(p, :linewidth) && GR.setlinewidth(p[:linewidth])
+      haskey(p, :linecolor) && GR.setlinecolorind(gr_getcolorind(p[:linecolor]))
+    end
+    if p[:linetype] == :path
+      if haskey(p, :fillcolor)
+        GR.setfillcolorind(gr_getcolorind(p[:fillcolor]))
+        GR.setfillintstyle(GR.INTSTYLE_SOLID)
+      end
+      if length(p[:x]) > 1
+        if p[:fillrange] != nothing
+          GR.fillarea([p[:x][1]; p[:x]; p[:x][length(p[:x])]], [p[:fillrange]; p[:y]; p[:fillrange]])
+        end
+        GR.polyline(p[:x], p[:y])
+      end
+      legend = true
+    end
+    if p[:linetype] == :line
+      if length(p[:x]) > 1
+        gr_polyline(p[:x], p[:y])
+      end
+      legend = true
+    elseif p[:linetype] in [:steppre, :steppost]
+      n = length(p[:x])
+      x = zeros(2*n + 1)
+      y = zeros(2*n + 1)
+      x[1], y[1] = p[:x][1], p[:y][1]
+      j = 2
+      for i = 2:n
+        if p[:linetype] == :steppre
+          x[j], x[j+1] = p[:x][i-1], p[:x][i]
+          y[j], y[j+1] = p[:y][i],   p[:y][i]
+        else
+          x[j], x[j+1] = p[:x][i],   p[:x][i]
+          y[j], y[j+1] = p[:y][i-1], p[:y][i]
+        end
+        j += 2
+      end
+      if n > 1
+        GR.polyline(x, y)
+      end
+      legend = true
+    elseif p[:linetype] == :sticks
+      x, y = p[:x], p[:y]
+      for i = 1:length(y)
+        GR.polyline([x[i], x[i]], [ymin, y[i]])
+      end
+      legend = true
+    elseif p[:linetype] == :scatter || (p[:markershape] != :none && axes_2d)
+      haskey(p, :markercolor) && GR.setmarkercolorind(gr_getcolorind(p[:markercolor]))
+      gr_setmarkershape(p)
+      if haskey(d, :markersize)
+        if typeof(d[:markersize]) <: Number
+          GR.setmarkersize(d[:markersize] / 4.0)
+          if length(p[:x]) > 0
+            gr_polymarker(p, p[:x], p[:y])
+          end
+        else
+          c = p[:markercolor]
+          GR.setcolormap(-GR.COLORMAP_GLOWING)
+          for i = 1:length(p[:x])
+            if isa(c, ColorGradient) && p[:zcolor] != nothing
+              ci = round(Int, 1000 + p[:zcolor][i] * 255)
+              GR.setmarkercolorind(ci)
+            end
+            GR.setmarkersize(d[:markersize][i] / 4.0)
+            gr_polymarker(p, [p[:x][i]], [p[:y][i]])
+          end
+        end
+      else
+        if length(p[:x]) > 0
+          gr_polymarker(p, p[:x], p[:y])
+        end
+      end
+      legend = true
+    elseif p[:linetype] == :bar
+      y = p[:y]
+      for i = 1:length(y)
+        GR.setfillcolorind(gr_getcolorind(p[:fillcolor]))
+        GR.setfillintstyle(GR.INTSTYLE_SOLID)
+        GR.fillrect(i-0.4, i+0.4, max(0, ymin), y[i])
+        GR.setfillcolorind(1)
+        GR.setfillintstyle(GR.INTSTYLE_HOLLOW)
+        GR.fillrect(i-0.4, i+0.4, max(0, ymin), y[i])
+      end
+    elseif p[:linetype] in [:hist, :density]
+      h = Base.hist(p[:y])
+      x, y = float(collect(h[1])), float(h[2])
+      for i = 2:length(y)
+        GR.setfillcolorind(gr_getcolorind(p[:fillcolor]))
+        GR.setfillintstyle(GR.INTSTYLE_SOLID)
+        GR.fillrect(x[i-1], x[i], ymin, y[i])
+        GR.setfillcolorind(1)
+        GR.setfillintstyle(GR.INTSTYLE_HOLLOW)
+        GR.fillrect(x[i-1], x[i], ymin, y[i])
+      end
+    elseif p[:linetype] in [:hline, :vline]
+      for xy in p[:y]
+        if p[:linetype] == :hline
+          GR.polyline([xmin, xmax], [xy, xy])
+        else
+          GR.polyline([xy, xy], [ymin, ymax])
+        end
+      end
+    elseif p[:linetype] in [:hist2d, :hexbin]
+      E = zeros(length(p[:x]),2)
+      E[:,1] = p[:x]
+      E[:,2] = p[:y]
+      if isa(p[:nbins], Tuple)
+        xbins, ybins = p[:nbins]
+      else
+        xbins = ybins = p[:nbins]
+      end
+      x, y, H = Base.hist2d(E, xbins, ybins)
+      counts = round(Int32, 1000 + 255 * H / maximum(H))
+      n, m = size(counts)
+      GR.setcolormap(GR.COLORMAP_COOLWARM)
+      GR.cellarray(xmin, xmax, ymin, ymax, n, m, counts)
+      GR.setviewport(viewport[2] + 0.02, viewport[2] + 0.05,
+                     viewport[3], viewport[4])
+      GR.setspace(0, maximum(counts), 0, 90)
+      diag = sqrt((viewport[2] - viewport[1])^2 + (viewport[4] - viewport[3])^2)
+      charheight = max(0.016 * diag, 0.01)
+      GR.setcharheight(charheight)
+      GR.colormap()
+    elseif p[:linetype] == :contour
+      x, y, z = p[:x], p[:y], p[:z].surf
+      zmin, zmax = minimum(z), maximum(z)
+      if typeof(p[:levels]) <: Array
+        h = p[:levels]
+      else
+        h = linspace(zmin, zmax, p[:levels])
+      end
+      GR.setspace(zmin, zmax, 0, 90)
+      GR.setcolormap(GR.COLORMAP_COOLWARM)
+      GR.contour(x, y, h, reshape(z, length(x) * length(y)), 1000)
+      GR.setviewport(viewport[2] + 0.02, viewport[2] + 0.05,
+                     viewport[3], viewport[4])
+      l = round(Int32, 1000 + (h - minimum(h)) / (maximum(h) - minimum(h)) * 255)
+      GR.setwindow(xmin, xmax, zmin, zmax)
+      GR.cellarray(xmin, xmax, zmax, zmin, 1, length(l), l)
+      ztick = 0.5 * GR.tick(zmin, zmax)
+      diag = sqrt((viewport[2] - viewport[1])^2 + (viewport[4] - viewport[3])^2)
+      charheight = max(0.016 * diag, 0.01)
+      GR.setcharheight(charheight)
+      GR.axes(0, ztick, xmax, zmin, 0, 1, 0.005)
+    elseif p[:linetype] in [:surface, :wireframe]
+      x, y, z = p[:x], p[:y], p[:z].surf
+      zmin, zmax = GR.adjustrange(minimum(z), maximum(z))
+      GR.setspace(zmin, zmax, 40, 70)
+      xtick = GR.tick(xmin, xmax) / 2
+      ytick = GR.tick(ymin, ymax) / 2
+      ztick = GR.tick(zmin, zmax) / 2
+      diag = sqrt((viewport[2] - viewport[1])^2 + (viewport[4] - viewport[3])^2)
+      charheight = max(0.018 * diag, 0.01)
+      ticksize = 0.01 * (viewport[2] - viewport[1])
+      GR.setlinewidth(1)
+      if grid_flag
+        GR.grid3d(xtick, 0, ztick, xmin, ymin, zmin, 2, 0, 2)
+        GR.grid3d(0, ytick, 0, xmax, ymin, zmin, 0, 2, 0)
+      end
+      z = reshape(z, length(x) * length(y))
+      if p[:linetype] == :surface
+        GR.setcolormap(GR.COLORMAP_COOLWARM)
+        GR.gr3.surface(x, y, z, GR.OPTION_COLORED_MESH)
+      else
+        GR.setfillcolorind(0)
+        GR.surface(x, y, z, GR.OPTION_FILLED_MESH)
+      end
+      GR.setlinewidth(1)
+      GR.setcharheight(charheight)
+      GR.axes3d(xtick, 0, ztick, xmin, ymin, zmin, 2, 0, 2, -ticksize)
+      GR.axes3d(0, ytick, 0, xmax, ymin, zmin, 0, 2, 0, ticksize)
+      if cmap
+        GR.setviewport(viewport[2] + 0.07, viewport[2] + 0.1,
+                       viewport[3], viewport[4])
+        GR.colormap()
+      end
+    elseif p[:linetype] in [:path3d, :scatter3d]
+      x, y, z = p[:x], p[:y], p[:z]
+      zmin, zmax = GR.adjustrange(minimum(z), maximum(z))
+      GR.setspace(zmin, zmax, 40, 70)
+      xtick = GR.tick(xmin, xmax) / 2
+      ytick = GR.tick(ymin, ymax) / 2
+      ztick = GR.tick(zmin, zmax) / 2
+      diag = sqrt((viewport[2] - viewport[1])^2 + (viewport[4] - viewport[3])^2)
+      charheight = max(0.018 * diag, 0.01)
+      ticksize = 0.01 * (viewport[2] - viewport[1])
+      GR.setlinewidth(1)
+      if grid_flag && p[:linetype] == :path3d
+        GR.grid3d(xtick, 0, ztick, xmin, ymin, zmin, 2, 0, 2)
+        GR.grid3d(0, ytick, 0, xmax, ymin, zmin, 0, 2, 0)
+      end
+      if p[:linetype] == :scatter3d
+        haskey(p, :markercolor) && GR.setmarkercolorind(gr_getcolorind(p[:markercolor]))
+        gr_setmarkershape(p)
+        for i = 1:length(z)
+          px, py = GR.wc3towc(x[i], y[i], z[i])
+          gr_polymarker(p, [px], [py])
+        end
+      else
+        haskey(p, :linewidth) && GR.setlinewidth(p[:linewidth])
+        if length(x) > 0
+          GR.polyline3d(x, y, z)
+        end
+      end
+      GR.setlinewidth(1)
+      GR.setcharheight(charheight)
+      GR.axes3d(xtick, 0, ztick, xmin, ymin, zmin, 2, 0, 2, -ticksize)
+      GR.axes3d(0, ytick, 0, xmax, ymin, zmin, 0, 2, 0, ticksize)
+    elseif p[:linetype] == :ohlc
+      y = p[:y]
+      n = size(y, 1)
+      ticksize = 0.5 * (xmax - xmin) / n
+      for i in 1:n
+        GR.polyline([i-ticksize, i], [y[i].open, y[i].open])
+        GR.polyline([i, i], [y[i].low, y[i].high])
+        GR.polyline([i, i+ticksize], [y[i].close, y[i].close])
+      end
+    elseif p[:linetype] == :pie
+      GR.selntran(0)
+      GR.setfillintstyle(GR.INTSTYLE_SOLID)
+      xmin, xmax, ymin, ymax = viewport
+      ymax -= 0.05 * (xmax - xmin)
+      xcenter = 0.5 * (xmin + xmax)
+      ycenter = 0.5 * (ymin + ymax)
+      if xmax - xmin > ymax - ymin
+        r = 0.5 * (ymax - ymin)
+        xmin, xmax = xcenter - r, xcenter + r
+      else
+        r = 0.5 * (xmax - xmin)
+        ymin, ymax = ycenter - r, ycenter + r
+      end
+      labels, slices = p[:x], p[:y]
+      numslices = length(slices)
+      total = sum(slices)
+      a1 = 0
+      x = zeros(3)
+      y = zeros(3)
+      for i in 1:numslices
+        a2 = round(Int, a1 + (slices[i] / total) * 360.0)
+        GR.setfillcolorind(980 + (i-1) % 20)
+        GR.fillarc(xmin, xmax, ymin, ymax, a1, a2)
+        alpha = 0.5 * (a1 + a2)
+        cosf = r * cos(alpha * pi / 180)
+        sinf = r * sin(alpha * pi / 180)
+        x[1] = xcenter + cosf
+        y[1] = ycenter + sinf
+        x[2] = x[1] + 0.1 * cosf
+        y[2] = y[1] + 0.1 * sinf
+        y[3] = y[2]
+        if 90 <= alpha < 270
+          x[3] = x[2] - 0.05
+          GR.settextalign(GR.TEXT_HALIGN_RIGHT, GR.TEXT_VALIGN_HALF)
+          GR.text(x[3] - 0.01, y[3], string(labels[i]))
+        else
+          x[3] = x[2] + 0.05
+          GR.settextalign(GR.TEXT_HALIGN_LEFT, GR.TEXT_VALIGN_HALF)
+          GR.text(x[3] + 0.01, y[3], string(labels[i]))
+        end
+        GR.polyline(x, y)
+        a1 = a2
+      end
+      GR.selntran(1)
+    end
+    GR.restorestate()
+  end
+
+  if d[:legend] != :none && legend
+    GR.savestate()
+    GR.selntran(0)
+    GR.setscale(0)
+    w = 0
+    i = 0
+    for p in plt.seriesargs
+      if typeof(p[:label]) <: Array
+        i += 1
+        lab = p[:label][i]
+      else
+        lab = p[:label]
+      end
+      tbx, tby = GR.inqtext(0, 0, lab)
+      w = max(w, tbx[3])
+    end
+    px = viewport[2] - 0.05 - w
+    py = viewport[4] - 0.06
+    dy = 0.03 * sqrt((viewport[2] - viewport[1])^2 + (viewport[4] - viewport[3])^2)
+    GR.setfillintstyle(GR.INTSTYLE_SOLID)
+    GR.setfillcolorind(0)
+    GR.fillrect(px - 0.08, px + w + 0.02, py + dy, py - dy * length(plt.seriesargs))
+    GR.setlinetype(1)
+    GR.setlinewidth(1)
+    GR.drawrect(px - 0.08, px + w + 0.02, py + dy, py - dy * length(plt.seriesargs))
+    haskey(d, :linewidth) && GR.setlinewidth(d[:linewidth])
+    i = 0
+    for p in plt.seriesargs
+      if p[:linetype] in [:path, :line, :steppre, :steppost, :sticks]
+        haskey(p, :linecolor) && GR.setlinecolorind(gr_getcolorind(p[:linecolor]))
+        haskey(p, :linestyle) && GR.setlinetype(gr_linetype[p[:linestyle]])
+        GR.polyline([px - 0.07, px - 0.01], [py, py])
+      end
+      if p[:linetype] == :scatter || p[:markershape] != :none
+        haskey(p, :markercolor) && GR.setmarkercolorind(gr_getcolorind(p[:markercolor]))
+        gr_setmarkershape(p)
+        if p[:linetype] in [:path, :line, :steppre, :steppost, :sticks]
+          gr_polymarker(p, [px - 0.06, px - 0.02], [py, py])
+        else
+          gr_polymarker(p, [px - 0.06, px - 0.04, px - 0.02], [py, py, py])
+        end
+      end
+      if typeof(p[:label]) <: Array
+        i += 1
+        lab = p[:label][i]
+      else
+        lab = p[:label]
+      end
+      GR.settextalign(GR.TEXT_HALIGN_LEFT, GR.TEXT_VALIGN_HALF)
+      GR.settextcolorind(1)
+      GR.text(px, py, lab)
+      py -= dy
+    end
+    GR.selntran(1)
+    GR.restorestate()
+  end
+
+  if haskey(d, :anns)
+    GR.savestate()
+    for ann in d[:anns]
+      x, y, val = ann
+      x, y = GR.wctondc(x, y)
+      alpha = val.font.rotation
+      family = lowercase(val.font.family)
+      GR.setcharheight(0.7 * val.font.pointsize / d[:size][2])
+      GR.setcharup(sin(val.font.rotation), cos(val.font.rotation))
+      if haskey(gr_font_family, family)
+        GR.settextfontprec(100 + gr_font_family[family], GR.TEXT_PRECISION_STRING)
+      end
+      GR.settextcolorind(gr_getcolorind(val.font.color))
+      GR.settextalign(gr_halign[val.font.halign], gr_valign[val.font.valign])
+      GR.text(x, y, val.str)
+    end
+    GR.restorestate()
+  end
+
+  update && GR.updatews()
+end
+
+function gr_display(subplt::Subplot{GRPackage})
+  clear = true
+  update = false
+  l = enumerate(subplt.layout)
+  nr = nrows(subplt.layout)
+  for (i, (r, c)) in l
+    nc = ncols(subplt.layout, r)
+    if i == length(l)
+      update = true
+    end
+    subplot = [(c-1)/nc, c/nc, 1-r/nr, 1-(r-1)/nr]
+    gr_display(subplt.plts[i], clear, update, subplot)
+    clear = false
+  end
+end
+
+function _create_plot(pkg::GRPackage; kw...)
+  d = Dict(kw)
+  Plot(nothing, pkg, 0, d, Dict[])
+end
+
+function _add_series(::GRPackage, plt::Plot; kw...)
+  d = Dict(kw)
+  push!(plt.seriesargs, d)
+  plt
+end
+
+function _add_annotations{X,Y,V}(plt::Plot{GRPackage}, anns::AVec{@compat(Tuple{X,Y,V})})
+  if haskey(plt.plotargs, :anns)
+    append!(plt.plotargs[:anns], anns)
+  else
+    plt.plotargs[:anns] = anns
+  end
+end
+
+# ----------------------------------------------------------------
+
+function _before_update_plot(plt::Plot{GRPackage})
+end
+
+function _update_plot(plt::Plot{GRPackage}, d::Dict)
+  for k in (:title, :xlabel, :ylabel)
+    haskey(d, k) && (plt.plotargs[k] = d[k])
+  end
+end
+
+function _update_plot_pos_size(plt::PlottingObject{GRPackage}, d::Dict)
+end
+
+# ----------------------------------------------------------------
+
+function Base.getindex(plt::Plot{GRPackage}, i::Int)
+  d = plt.seriesargs[i]
+  d[:x], d[:y]
+end
+
+function Base.setindex!(plt::Plot{GRPackage}, xy::Tuple, i::Integer)
+  d = plt.seriesargs[i]
+  d[:x], d[:y] = xy
+  plt
+end
+
+# ----------------------------------------------------------------
+
+function _create_subplot(subplt::Subplot{GRPackage}, isbefore::Bool)
+  true
+end
+
+function _expand_limits(lims, plt::Plot{GRPackage}, isx::Bool)
+  # TODO: call expand limits for each plot data
+end
+
+function _remove_axis(plt::Plot{GRPackage}, isx::Bool)
+  # TODO: if plot is inner subplot, might need to remove ticks or axis labels
+end
+
+# ----------------------------------------------------------------
+
+function Base.writemime(io::IO, m::MIME"image/png", plt::PlottingObject{GRPackage})
+  GR.emergencyclosegks()
+  ENV["GKS_WSTYPE"] = "png"
+  gr_display(plt)
+  GR.emergencyclosegks()
+  write(io, readall("gks.png"))
+end
+
+function Base.writemime(io::IO, m::MIME"image/svg+xml", plt::PlottingObject{GRPackage})
+  GR.emergencyclosegks()
+  ENV["GKS_WSTYPE"] = "svg"
+  gr_display(plt)
+  GR.emergencyclosegks()
+  write(io, readall("gks.svg"))
+end
+
+function Base.writemime(io::IO, m::MIME"text/html", plt::PlottingObject{GRPackage})
+  writemime(io, MIME("image/svg+xml"), plt)
+end
+
+function Base.writemime(io::IO, m::MIME"application/pdf", plt::PlottingObject{GRPackage})
+  GR.emergencyclosegks()
+  ENV["GKS_WSTYPE"] = "pdf"
+  gr_display(plt)
+  GR.emergencyclosegks()
+  write(io, readall("gks.pdf"))
+end
+
+function Base.writemime(io::IO, m::MIME"application/postscript", plt::PlottingObject{GRPackage})
+  GR.emergencyclosegks()
+  ENV["GKS_WSTYPE"] = "ps"
+  gr_display(plt)
+  GR.emergencyclosegks()
+  write(io, readall("gks.ps"))
+end
+
+function Base.display(::PlotsDisplay, plt::Plot{GRPackage})
+  gr_display(plt)
+end
+
+function Base.display(::PlotsDisplay, plt::Subplot{GRPackage})
+  gr_display(plt)
+  true
+end

src/backends/immerse.jl

@@ -1,6 +1,13 @@
 
 # https://github.com/JuliaGraphics/Immerse.jl
 
+function _initialize_backend(::ImmersePackage; kw...)
+  @eval begin
+    import Immerse, Gadfly, Compose, Gtk
+    export Immerse, Gadfly, Compose, Gtk
+    include(joinpath(Pkg.dir("Plots"), "src", "backends", "gadfly_shapes.jl"))
+  end
+end
 
 function createImmerseFigure(d::Dict)
   w,h = d[:size]

src/backends/pgfplots.jl

@@ -0,0 +1,107 @@
+
+# https://github.com/sisl/PGFPlots.jl
+
+function _initialize_backend(::PGFPlotsPackage; kw...)
+  @eval begin
+    import PGFPlots
+    export PGFPlots
+    # TODO: other initialization that needs to be eval-ed
+  end
+  # TODO: other initialization
+end
+
+# ---------------------------------------------------------------------------
+
+function _create_plot(pkg::PGFPlotsPackage; kw...)
+  d = Dict{Symbol,Any}(kw)
+  # TODO: create the window/canvas/context that is the plot within the backend (call it `o`)
+  # TODO: initialize the plot... title, xlabel, bgcolor, etc
+  Plot(nothing, pkg, 0, d, Dict[])
+end
+
+
+function _add_series(::PGFPlotsPackage, plt::Plot; kw...)
+  d = Dict{Symbol,Any}(kw)
+  # TODO: add one series to the underlying package
+  push!(plt.seriesargs, d)
+  plt
+end
+
+function _add_annotations{X,Y,V}(plt::Plot{PGFPlotsPackage}, anns::AVec{@compat(Tuple{X,Y,V})})
+  # set or add to the annotation_list
+  if haskey(plt.plotargs, :annotation_list)
+    append!(plt.plotargs[:annotation_list], anns)
+  else
+    plt.plotargs[:annotation_list] = anns
+  end
+end
+
+# ----------------------------------------------------------------
+
+function _before_update_plot(plt::Plot{PGFPlotsPackage})
+end
+
+# TODO: override this to update plot items (title, xlabel, etc) after creation
+function _update_plot(plt::Plot{PGFPlotsPackage}, d::Dict)
+end
+
+function _update_plot_pos_size(plt::PlottingObject{PGFPlotsPackage}, d::Dict)
+end
+
+# ----------------------------------------------------------------
+
+# accessors for x/y data
+
+function Base.getindex(plt::Plot{PGFPlotsPackage}, i::Int)
+  d = plt.seriesargs[i]
+  d[:x], d[:y]
+end
+
+function Base.setindex!(plt::Plot{PGFPlotsPackage}, xy::Tuple, i::Integer)
+  d = plt.seriesargs[i]
+  d[:x], d[:y] = xy
+  plt
+end
+
+# ----------------------------------------------------------------
+
+function _create_subplot(subplt::Subplot{PGFPlotsPackage}, isbefore::Bool)
+  # TODO: build the underlying Subplot object.  this is where you might layout the panes within a GUI window, for example
+  true
+end
+
+function _expand_limits(lims, plt::Plot{PGFPlotsPackage}, isx::Bool)
+  # TODO: call expand limits for each plot data
+end
+
+function _remove_axis(plt::Plot{PGFPlotsPackage}, isx::Bool)
+  # TODO: if plot is inner subplot, might need to remove ticks or axis labels
+end
+
+# ----------------------------------------------------------------
+
+
+# ----------------------------------------------------------------
+
+#################  This is the important method to implement!!! #################
+function _make_pgf_plot(plt::Plot{PGFPlotsPackage})
+  # TODO: convert plt.plotargs and plt.seriesargs into PGFPlots calls
+  # TODO: return the PGFPlots object
+end
+
+function Base.writemime(io::IO, mime::MIME"image/png", plt::PlottingObject{PGFPlotsPackage})
+  plt.o = _make_pgf_plot(plt)
+  writemime(io, mime, plt.o)
+end
+
+# function Base.writemime(io::IO, ::MIME"text/html", plt::PlottingObject{PGFPlotsPackage})
+# end
+
+function Base.display(::PlotsDisplay, plt::PlottingObject{PGFPlotsPackage})
+  plt.o = _make_pgf_plot(plt)
+  display(plt.o)
+end
+
+# function Base.display(::PlotsDisplay, plt::Subplot{PGFPlotsPackage})
+#   # TODO: display/show the subplot
+# end

src/backends/plotly.jl

@@ -1,10 +1,40 @@
 
 # https://plot.ly/javascript/getting-started
 
+function _initialize_backend(::PlotlyPackage; kw...)
+  @eval begin
+    import JSON
+    JSON._print(io::IO, state::JSON.State, dt::Union{Date,DateTime}) = print(io, '"', dt, '"')
+
+    ############################
+    # borrowed from https://github.com/spencerlyon2/Plotlyjs.jl/blob/master/src/display.jl
+    _js_path = joinpath(Pkg.dir("Plots"), "deps", "plotly-latest.min.js")
+
+    # if we're in IJulia call setupnotebook to load js and css
+    if isijulia()
+        # the first script is some hack I needed to do in order for the notebook
+        # to not complain about Plotly being undefined
+        display("text/html", """
+            <script type="text/javascript">
+                require=requirejs=define=undefined;
+            </script>
+            <script type="text/javascript">
+                $(open(readall, _js_path, "r"))
+            </script>
+         """)
+        # display("text/html", "<p>Plotly javascript loaded.</p>")
+    end
+    # end borrowing (thanks :)
+    ###########################
+
+  end
+  # TODO: other initialization
+end
+
 # ---------------------------------------------------------------------------
 
 function _create_plot(pkg::PlotlyPackage; kw...)
-  d = Dict(kw)
+  d = Dict{Symbol,Any}(kw)
   # TODO: create the window/canvas/context that is the plot within the backend (call it `o`)
   # TODO: initialize the plot... title, xlabel, bgcolor, etc
   Plot(nothing, pkg, 0, d, Dict[])
@@ -12,7 +42,7 @@ end
 
 
 function _add_series(::PlotlyPackage, plt::Plot; kw...)
-  d = Dict(kw)
+  d = Dict{Symbol,Any}(kw)
   # TODO: add one series to the underlying package
   push!(plt.seriesargs, d)
   plt
@@ -83,7 +113,7 @@ end
 # _plotDefaults[:yflip]             = false
 
 function plotlyfont(font::Font, color = font.color)
-  Dict(
+  Dict{Symbol,Any}(
       :family => font.family,
       :size   => round(Int, font.pointsize*1.4),
       :color  => webcolor(color),
@@ -91,7 +121,7 @@ function plotlyfont(font::Font, color = font.color)
 end
 
 function get_annotation_dict(x, y, val::Union{AbstractString,Symbol})
-  Dict(
+  Dict{Symbol,Any}(
       :text => val,
       :xref => "x",
       :x => x,
@@ -102,7 +132,7 @@ function get_annotation_dict(x, y, val::Union{AbstractString,Symbol})
 end
 
 function get_annotation_dict(x, y, ptxt::PlotText)
-  merge(get_annotation_dict(x, y, ptxt.str), Dict(
+  merge(get_annotation_dict(x, y, ptxt.str), Dict{Symbol,Any}(
       :font => plotlyfont(ptxt.font),
       :xanchor => ptxt.font.halign == :hcenter ? :center : ptxt.font.halign,
       :yanchor => ptxt.font.valign == :vcenter ? :middle : ptxt.font.valign,
@@ -127,7 +157,7 @@ scalesym(isx::Bool) = symbol((isx ? "x" : "y") * "scale")
 labelsym(isx::Bool) = symbol((isx ? "x" : "y") * "label")
 
 function plotlyaxis(d::Dict, isx::Bool)
-  ax = Dict(
+  ax = Dict{Symbol,Any}(
       :title      => d[labelsym(isx)],
       :showgrid   => d[:grid],
       :zeroline   => false,
@@ -176,9 +206,10 @@ function plotlyaxis(d::Dict, isx::Bool)
   ax
 end
 
-function get_plot_json(plt::Plot{PlotlyPackage})
+# function get_plot_json(plt::Plot{PlotlyPackage})
-  d = plt.plotargs
+#   d = plt.plotargs
-  d_out = Dict()
+function plotly_layout(d::Dict)
+  d_out = Dict{Symbol,Any}()
 
   bgcolor = webcolor(d[:background_color])
   fgcolor = webcolor(d[:foreground_color])
@@ -186,7 +217,7 @@ function get_plot_json(plt::Plot{PlotlyPackage})
   # set the fields for the plot
   d_out[:title] = d[:title]
   d_out[:titlefont] = plotlyfont(d[:guidefont], fgcolor)
-  d_out[:margin] = Dict(:l=>35, :b=>30, :r=>8, :t=>20)
+  d_out[:margin] = Dict{Symbol,Any}(:l=>35, :b=>30, :r=>8, :t=>20)
   d_out[:plot_bgcolor] = bgcolor
   d_out[:paper_bgcolor] = bgcolor
 
@@ -194,88 +225,10 @@ function get_plot_json(plt::Plot{PlotlyPackage})
   d_out[:xaxis] = plotlyaxis(d, true)
   d_out[:yaxis] = plotlyaxis(d, false)
 
-  # # x-axis
-  # d_out[:xaxis] = Dict(
-  #     :title      => d[:xlabel],
-  #     :showgrid   => d[:grid],
-  #     :zeroline   => false,
-  #   )
-  # merge!(d_out[:xaxis], if use_axis_field(d[:xticks])
-  #   ax = Dict(
-  #       :titlefont  => plotlyfont(d[:guidefont]),
-  #       :type       => plotlyscale(d[:xscale]),
-  #       :tickfont   => plotlyfont(d[:tickfont]),
-  #       :tickcolor  => fgcolor,
-  #       :linecolor  => fgcolor,
-  #     )
-
-  #   # xlims
-  #   lims = d[:xlims]
-  #   if lims != :auto && limsType(lims) == :limits
-  #     ax[:range] = lims
-  #   end
-
-  #   # xflip
-  #   if d[:xflip]
-  #     ax[:autorange] = "reversed"
-  #   end
-
-  #   # xticks
-  #   ticks = d[:xticks]
-  #   if ticks != :auto
-  #     ttype = ticksType(ticks)
-  #     if ttype == :ticks
-  #       ax[:tickmode] = "array"
-  #       ax[:tickvals] = ticks
-  #     elseif ttype == :ticks_and_labels
-  #       ax[:tickmode] = "array"
-  #       ax[:tickvals], ax[:ticktext] = ticks
-  #     end
-  #   end
-
-  #   ax
-  # else
-  #   Dict(
-  #       :showticklabels => false,
-  #       :showgrid       => false,
-  #     )
-  # end)
-
-
-  # # y-axis
-  # d_out[:yaxis] = Dict(
-  #     :title      => d[:ylabel],
-  #     :showgrid   => d[:grid],
-  #     :zeroline   => false,
-  #   )
-  # merge!(d_out[:yaxis], if use_axis_field(d[:yticks])
-  #   Dict(
-  #       :titlefont  => plotlyfont(d[:guidefont]),
-  #       :type       => plotlyscale(d[:yscale]),
-  #       :tickfont   => plotlyfont(d[:tickfont]),
-  #       :tickcolor  => fgcolor,
-  #       :linecolor  => fgcolor,
-  #     )
-  # else
-  #   Dict(
-  #       :showticklabels => false,
-  #       :showgrid       => false,
-  #     )
-  # end)
-
-  # lims = d[:ylims]
-  # if lims != :auto && limsType(lims) == :limits
-  #   d_out[:yaxis][:range] = lims
-  # end
-
-  # if d[:yflip]
-  #   d_out[:yaxis][:autorange] = "reversed"
-  # end
-
   # legend
-  d_out[:showlegend] = d[:legend]
+  d_out[:showlegend] = d[:legend] != :none
-  if d[:legend]
+  if d[:legend] != :none
-    d_out[:legend] = Dict(
+    d_out[:legend] = Dict{Symbol,Any}(
         :bgcolor  => bgcolor,
         :bordercolor => fgcolor,
         :font     => plotlyfont(d[:legendfont]),
@@ -288,17 +241,20 @@ function get_plot_json(plt::Plot{PlotlyPackage})
     d_out[:annotations] = [get_annotation_dict(ann...) for ann in anns]
   end
 
-  # finally build and return the json
+  d_out
-  JSON.json(d_out)
+end
+
+function get_plot_json(plt::Plot{PlotlyPackage})
+  JSON.json(plotly_layout(plt.plotargs))
 end
 
 
-function plotly_colorscale(grad::ColorGradient)
+function plotly_colorscale(grad::ColorGradient, alpha = nothing)
-  [[grad.values[i], webcolor(grad.colors[i])] for i in 1:length(grad.colors)]
+  [[grad.values[i], webcolor(grad.colors[i], alpha)] for i in 1:length(grad.colors)]
 end
-plotly_colorscale(c) = plotly_colorscale(ColorGradient(:bluesreds))
+plotly_colorscale(c, alpha = nothing) = plotly_colorscale(ColorGradient(:bluesreds), alpha)
 
-const _plotly_markers = Dict(
+const _plotly_markers = Dict{Symbol,Any}(
     :rect       => "square",
     :xcross     => "x",
     :utriangle  => "triangle-up",
@@ -309,8 +265,8 @@ const _plotly_markers = Dict(
   )
 
 # get a dictionary representing the series params (d is the Plots-dict, d_out is the Plotly-dict)
-function get_series_json(d::Dict; plot_index = nothing)
+function plotly_series(d::Dict; plot_index = nothing)
-  d_out = Dict()
+  d_out = Dict{Symbol,Any}()
 
   x, y = collect(d[:x]), collect(d[:y])
   d_out[:name] = d[:label]
@@ -340,7 +296,7 @@ function get_series_json(d::Dict; plot_index = nothing)
     d_out[:type] = "bar"
     d_out[:x], d_out[:y] = x, y
 
-  elseif lt == :heatmap
+  elseif lt == :hist2d
     d_out[:type] = "histogram2d"
     d_out[:x], d_out[:y] = x, y
     if isa(d[:nbins], Tuple)
@@ -360,16 +316,26 @@ function get_series_json(d::Dict; plot_index = nothing)
       d_out[:histnorm] = "probability density"
     end
 
-  elseif lt in (:contour, :surface, :wireframe)
+  elseif lt == :heatmap
-    d_out[:type] = lt == :wireframe ? :surface : string(lt)
+    d_out[:type] = "heatmap"
     d_out[:x], d_out[:y] = x, y
     d_out[:z] = d[:z].surf
-    # d_out[:showscale] = d[:legend]
+    d_out[:colorscale] = plotly_colorscale(d[:fillcolor], d[:fillalpha])
-    if lt == :contour
+
-      d_out[:ncontours] = d[:nlevels]
+  elseif lt == :contour
-      d_out[:contours] = Dict(:coloring => d[:fillrange] != nothing ? "fill" : "lines")
+    d_out[:type] = "contour"
-    end
+    d_out[:x], d_out[:y] = x, y
-    d_out[:colorscale] = plotly_colorscale(d[lt == :contour ? :linecolor : :fillcolor])
+    d_out[:z] = d[:z].surf
+    # d_out[:showscale] = d[:colorbar] != :none
+    d_out[:ncontours] = d[:levels]
+    d_out[:contours] = Dict{Symbol,Any}(:coloring => d[:fillrange] != nothing ? "fill" : "lines")
+    d_out[:colorscale] = plotly_colorscale(d[:linecolor], d[:linealpha])
+
+  elseif lt in (:surface, :wireframe)
+    d_out[:type] = "surface"
+    d_out[:x], d_out[:y] = x, y
+    d_out[:z] = d[:z].surf
+    d_out[:colorscale] = plotly_colorscale(d[:fillcolor], d[:fillalpha])
 
   elseif lt == :pie
     d_out[:type] = "pie"
@@ -389,30 +355,37 @@ function get_series_json(d::Dict; plot_index = nothing)
 
   else
     warn("Plotly: linetype $lt isn't supported.")
-    return Dict()
+    return Dict{Symbol,Any}()
   end
 
   # add "marker"
   if hasmarker
-    d_out[:marker] = Dict(
+    d_out[:marker] = Dict{Symbol,Any}(
         :symbol => get(_plotly_markers, d[:markershape], string(d[:markershape])),
         :opacity => d[:markeralpha],
         :size => 2 * d[:markersize],
         :color => webcolor(d[:markercolor], d[:markeralpha]),
-        :line => Dict(
+        :line => Dict{Symbol,Any}(
             :color => webcolor(d[:markerstrokecolor], d[:markerstrokealpha]),
             :width => d[:markerstrokewidth],
           ),
       )
+
+    # gotta hack this (for now?) since plotly can't handle rgba values inside the gradient
     if d[:zcolor] != nothing
-      d_out[:marker][:color] = d[:zcolor]
+      # d_out[:marker][:color] = d[:zcolor]
-      d_out[:marker][:colorscale] = plotly_colorscale(d[:markercolor])
+      # d_out[:marker][:colorscale] = plotly_colorscale(d[:markercolor], d[:markeralpha])
+      # d_out[:showscale] = true
+      grad = ColorGradient(d[:markercolor], alpha=d[:markeralpha])
+      zmin, zmax = extrema(d[:zcolor])
+      d_out[:marker][:color] = [webcolor(getColorZ(grad, (zi - zmin) / (zmax - zmin))) for zi in d[:zcolor]]
     end
+
   end
 
   # add "line"
   if hasline
-    d_out[:line] = Dict(
+    d_out[:line] = Dict{Symbol,Any}(
         :color => webcolor(d[:linecolor], d[:linealpha]),
         :width => d[:linewidth],
         :shape => if lt == :steppre
@@ -438,14 +411,14 @@ end
 
 # get a list of dictionaries, each representing the series params
 function get_series_json(plt::Plot{PlotlyPackage})
-  JSON.json(map(get_series_json, plt.seriesargs))
+  JSON.json(map(plotly_series, plt.seriesargs))
 end
 
 function get_series_json(subplt::Subplot{PlotlyPackage})
   ds = Dict[]
   for (i,plt) in enumerate(subplt.plts)
     for d in plt.seriesargs
-      push!(ds, get_series_json(d, plot_index = i))
+      push!(ds, plotly_series(d, plot_index = i))
     end
   end
   JSON.json(ds)
@@ -501,11 +474,8 @@ end
 
 # ----------------------------------------------------------------
 
-
 function Base.writemime(io::IO, ::MIME"image/png", plt::PlottingObject{PlotlyPackage})
-  isijulia() && return
+  warn("todo: png")
-  # TODO: write a png to io
-  println("todo: png")
 end
 
 function Base.writemime(io::IO, ::MIME"text/html", plt::PlottingObject{PlotlyPackage})

src/backends/plotlyjs.jl

@@ -0,0 +1,128 @@
+
+# https://github.com/spencerlyon2/PlotlyJS.jl
+
+function _initialize_backend(::PlotlyJSPackage; kw...)
+    @eval begin
+        import PlotlyJS
+        export PlotlyJS
+    end
+
+    for (mime, fmt) in PlotlyJS._mimeformats
+        @eval Base.writemime(io::IO, m::MIME{symbol($mime)}, p::Plot{PlotlyJSPackage}) = writemime(io, m, p.o)
+    end
+
+    # override IJulia inline display
+    if isijulia()
+        IJulia.display_dict(plt::PlottingObject{PlotlyJSPackage}) = IJulia.display_dict(plt.o)
+    end
+end
+
+# ---------------------------------------------------------------------------
+
+function _create_plot(pkg::PlotlyJSPackage; kw...)
+    d = Dict(kw)
+    # TODO: create the window/canvas/context that is the plot within the backend (call it `o`)
+    # TODO: initialize the plot... title, xlabel, bgcolor, etc
+    # o = PlotlyJS.Plot(PlotlyJS.GenericTrace[], PlotlyJS.Layout(),
+    #                   Base.Random.uuid4(), PlotlyJS.ElectronDisplay())
+    # T = isijulia() ? PlotlyJS.JupyterPlot : PlotlyJS.ElectronPlot
+    # o = T(PlotlyJS.Plot())
+    o = PlotlyJS.plot()
+
+    Plot(o, pkg, 0, d, Dict[])
+end
+
+
+function _add_series(::PlotlyJSPackage, plt::Plot; kw...)
+    d = Dict(kw)
+    syncplot = plt.o
+
+    # dumpdict(d, "addseries", true)
+
+    # add to the data array
+    pdict = plotly_series(d)
+    typ = pop!(pdict, :type)
+    gt = PlotlyJS.GenericTrace(typ; pdict...)
+    PlotlyJS.addtraces!(syncplot, gt)
+
+    push!(plt.seriesargs, d)
+    plt
+end
+
+
+# ---------------------------------------------------------------------------
+
+
+function _add_annotations{X,Y,V}(plt::Plot{PlotlyJSPackage}, anns::AVec{@compat(Tuple{X,Y,V})})
+    # set or add to the annotation_list
+    if !haskey(plt.plotargs, :annotation_list)
+        plt.plotargs[:annotation_list] = Any[]
+    end
+    append!(plt.plotargs[:annotation_list], anns)
+end
+
+# ----------------------------------------------------------------
+
+function _before_update_plot(plt::Plot{PlotlyJSPackage})
+end
+
+# TODO: override this to update plot items (title, xlabel, etc) after creation
+function _update_plot(plt::Plot{PlotlyJSPackage}, d::Dict)
+    pdict = plotly_layout(d)
+    # dumpdict(pdict, "pdict updateplot", true)
+    syncplot = plt.o
+    w,h = d[:size]
+    PlotlyJS.relayout!(syncplot, pdict, width = w, height = h)
+end
+
+
+function _update_plot_pos_size(plt::PlottingObject{PlotlyJSPackage}, d::Dict)
+end
+
+# ----------------------------------------------------------------
+
+# accessors for x/y data
+
+function Base.getindex(plt::Plot{PlotlyJSPackage}, i::Int)
+  d = plt.seriesargs[i]
+  d[:x], d[:y]
+end
+
+function Base.setindex!(plt::Plot{PlotlyJSPackage}, xy::Tuple, i::Integer)
+  d = plt.seriesargs[i]
+  d[:x], d[:y] = xy
+  # TODO: this is likely ineffecient... we should make a call that ONLY changes the plot data
+  # PlotlyJS.restyle!(plt.o, i, plotly_series(d))
+  PlotlyJS.restyle!(plt.o, i, Dict(:x=>(d[:x],), :y=>(d[:y],)))
+  plt
+end
+
+# ----------------------------------------------------------------
+
+function _create_subplot(subplt::Subplot{PlotlyJSPackage}, isbefore::Bool)
+  # TODO: build the underlying Subplot object.  this is where you might layout the panes within a GUI window, for example
+  true
+end
+
+function _expand_limits(lims, plt::Plot{PlotlyJSPackage}, isx::Bool)
+  # TODO: call expand limits for each plot data
+end
+
+function _remove_axis(plt::Plot{PlotlyJSPackage}, isx::Bool)
+  # TODO: if plot is inner subplot, might need to remove ticks or axis labels
+end
+
+# ----------------------------------------------------------------
+
+function Base.writemime(io::IO, m::MIME"text/html", plt::PlottingObject{PlotlyJSPackage})
+    Base.writemime(io, m, plt.o)
+end
+
+function Base.display(::PlotsDisplay, plt::Plot{PlotlyJSPackage})
+    display(plt.o)
+end
+
+function Base.display(::PlotsDisplay, plt::Subplot{PlotlyJSPackage})
+    error()
+end
+

src/backends/pyplot.jl

@@ -1,10 +1,37 @@
 
 # https://github.com/stevengj/PyPlot.jl
 
+function _initialize_backend(::PyPlotPackage)
+  @eval begin
+    import PyPlot
+    export PyPlot
+    const pycolors = PyPlot.pywrap(PyPlot.pyimport("matplotlib.colors"))
+    const pypath = PyPlot.pywrap(PyPlot.pyimport("matplotlib.path"))
+    const mplot3d = PyPlot.pywrap(PyPlot.pyimport("mpl_toolkits.mplot3d"))
+    # const pycolorbar = PyPlot.pywrap(PyPlot.pyimport("matplotlib.colorbar"))
+  end
+
+  if !isa(Base.Multimedia.displays[end], Base.REPL.REPLDisplay)
+    PyPlot.ioff()  # stops wierd behavior of displaying incomplete graphs in IJulia
+
+    # # TODO: how the hell can I use PyQt4??
+    # "pyqt4"=>:qt_pyqt4
+    # PyPlot.backend[1] = "pyqt4"
+    # PyPlot.gui[1] = :qt_pyqt4
+    # PyPlot.switch_backend("Qt4Agg")
+
+    # only turn on the gui if we want it
+    if PyPlot.gui != :none
+      PyPlot.pygui(true)
+    end
+  end
+end
+
 # -------------------------------
 
 # convert colorant to 4-tuple RGBA
 getPyPlotColor(c::Colorant, α=nothing) = map(f->float(f(convertColor(c,α))), (red, green, blue, alpha))
+getPyPlotColor(cvec::ColorVector, α=nothing) = map(getPyPlotColor, convertColor(cvec, α).v)
 getPyPlotColor(scheme::ColorScheme, α=nothing) = getPyPlotColor(convertColor(getColor(scheme), α))
 getPyPlotColor(c, α=nothing) = getPyPlotColor(convertColor(c, α))
 # getPyPlotColor(c, alpha) = getPyPlotColor(colorscheme(c, alpha))
@@ -12,12 +39,14 @@ getPyPlotColor(c, α=nothing) = getPyPlotColor(convertColor(c, α))
 function getPyPlotColorMap(c::ColorGradient, α=nothing)
   # c = ColorGradient(c.colors, c.values, alpha=α)
   # pycolors.pymember("LinearSegmentedColormap")[:from_list]("tmp", map(getPyPlotColor, getColorVector(c)))
-  pyvals = [(c.values[i], getPyPlotColor(c.colors[i], α)) for i in 1:length(c.colors)]
+  # pyvals = [(c.values[i], getPyPlotColor(c.colors[i], α)) for i in 1:length(c.colors)]
+  pyvals = [(v, getPyPlotColor(getColorZ(c, v), α)) for v in c.values]
+  # @show c α pyvals
   pycolors.pymember("LinearSegmentedColormap")[:from_list]("tmp", pyvals)
 end
 
-# anything else just gets a redsblue gradient
+# anything else just gets a bluesred gradient
-getPyPlotColorMap(c, α=nothing) = getPyPlotColorMap(ColorGradient(:redsblues), α)
+getPyPlotColorMap(c, α=nothing) = getPyPlotColorMap(ColorGradient(:bluesreds), α)
 
 # get the style (solid, dashed, etc)
 function getPyPlotLineStyle(linetype::Symbol, linestyle::Symbol)
@@ -62,8 +91,14 @@ function getPyPlotMarker(marker::Symbol)
   return "o"
 end
 
+# getPyPlotMarker(markers::AVec) = map(getPyPlotMarker, markers)
+function getPyPlotMarker(markers::AVec)
+  warn("Vectors of markers are currently unsupported in PyPlot: $markers")
+  getPyPlotMarker(markers[1])
+end
+
 # pass through
-function getPyPlotMarker(marker::@compat(AbstractString))
+function getPyPlotMarker(marker::AbstractString)
   @assert length(marker) == 1
   marker
 end
@@ -134,13 +169,14 @@ function getPyPlotFunction(plt::Plot, axis::Symbol, linetype::Symbol)
       :density    => :hist,
       :sticks     => :bar,
       :bar        => :bar,
-      :heatmap    => :hexbin,
+      :hist2d     => :hexbin,
       :hexbin     => :hexbin,
       :scatter    => :scatter,
       :contour    => :contour,
       :scatter3d  => :scatter,
       :surface    => :plot_surface,
       :wireframe  => :plot_wireframe,
+      :heatmap    => :pcolor,
       # :surface    => pycolors.pymember("LinearSegmentedColormap")[:from_list]
     )
   return ax[get(fmap, linetype, :plot)]
@@ -188,6 +224,41 @@ end
 
 # ------------------------------------------------------------------
 
+function pyplot_figure(plotargs::Dict)
+  w,h = map(px2inch, plotargs[:size])
+  bgcolor = getPyPlotColor(plotargs[:background_color])
+
+  # reuse the current figure?
+  fig = if plotargs[:overwrite_figure]
+    PyPlot.gcf()
+  else
+    PyPlot.figure()
+  end
+
+  # update the specs
+  # fig[:set_size_inches](w,h, (isijulia() ? [] : [true])...)
+  fig[:set_size_inches](w, h, forward = true)
+  fig[:set_facecolor](bgcolor)
+  fig[:set_dpi](DPI)
+  fig[:set_tight_layout](true)
+
+  # clear the figure
+  PyPlot.clf()
+
+  # resize the window
+  PyPlot.plt[:get_current_fig_manager]()[:resize](plotargs[:size]...)
+  fig
+end
+
+function pyplot_3d_setup!(wrap, d)
+  # 3D?
+  # if haskey(d, :linetype) && first(d[:linetype]) in _3dTypes # && isa(plt.o, PyPlotFigWrapper)
+  if trueOrAllTrue(lt -> lt in _3dTypes, get(d, :linetype, :none))
+    push!(wrap.kwargs, (:projection, "3d"))
+  end
+end
+
+
 # TODO:
 # fillto   # might have to use barHack/histogramHack??
 # reg             # true or false, add a regression line for each line
@@ -204,9 +275,13 @@ function _create_plot(pkg::PyPlotPackage; kw...)
   if haskey(d, :subplot)
     wrap = nothing
   else
-    w,h = map(px2inch, d[:size])
+    wrap = PyPlotAxisWrapper(nothing, nothing, pyplot_figure(d), [])
-    bgcolor = getPyPlotColor(d[:background_color])
+    # wrap = PyPlotAxisWrapper(nothing, nothing, PyPlot.figure(; figsize = (w,h), facecolor = bgcolor, dpi = DPI, tight_layout = true), [])
-    wrap = PyPlotAxisWrapper(nothing, nothing, PyPlot.figure(; figsize = (w,h), facecolor = bgcolor, dpi = DPI, tight_layout = true), [])
+
+    # if haskey(d, :linetype) && first(d[:linetype]) in _3dTypes # && isa(plt.o, PyPlotFigWrapper)
+    #   push!(wrap.kwargs, (:projection, "3d"))
+    # end
+    pyplot_3d_setup!(wrap, d)
   end
 
   plt = Plot(wrap, pkg, 0, d, Dict[])
@@ -217,11 +292,21 @@ end
 function _add_series(pkg::PyPlotPackage, plt::Plot; kw...)
   d = Dict(kw)
 
+  # 3D plots have a different underlying Axes object in PyPlot
   lt = d[:linetype]
-  if lt in _3dTypes # && isa(plt.o, PyPlotFigWrapper)
+  if lt in _3dTypes && isempty(plt.o.kwargs)
     push!(plt.o.kwargs, (:projection, "3d"))
   end
 
+  # handle mismatched x/y sizes, as PyPlot doesn't like that
+  x, y = d[:x], d[:y]
+  nx, ny = map(length, (x,y))
+  if nx < ny
+    d[:x] = Float64[x[mod1(i,nx)] for i=1:ny]
+  else
+    d[:y] = Float64[y[mod1(i,ny)] for i=1:nx]
+  end
+
   ax = getAxis(plt, d[:axis])
   if !(lt in supportedTypes(pkg))
     error("linetype $(lt) is unsupported in PyPlot.  Choose from: $(supportedTypes(pkg))")
@@ -249,7 +334,7 @@ function _add_series(pkg::PyPlotPackage, plt::Plot; kw...)
 
   end
 
-  lt = d[:linetype]
+  # lt = d[:linetype]
   extra_kwargs = Dict()
 
   plotfunc = getPyPlotFunction(plt, d[:axis], lt)
@@ -267,7 +352,7 @@ function _add_series(pkg::PyPlotPackage, plt::Plot; kw...)
       extra_kwargs[:linewidth] = (lt == :sticks ? 0.1 : 0.9)
     end
 
-  elseif lt in (:heatmap, :hexbin)
+  elseif lt in (:hist2d, :hexbin)
     extra_kwargs[:gridsize] = d[:nbins]
     extra_kwargs[:cmap] = getPyPlotColorMap(d[:linecolor])
 
@@ -286,6 +371,9 @@ function _add_series(pkg::PyPlotPackage, plt::Plot; kw...)
     extra_kwargs[:linewidth] = d[:linewidth]
     extra_kwargs[:edgecolor] = getPyPlotColor(d[:linecolor], d[:linealpha])
 
+  elseif lt == :heatmap
+    extra_kwargs[:cmap] = getPyPlotColorMap(d[:fillcolor], d[:fillalpha])
+
   else
 
     extra_kwargs[:linestyle] = getPyPlotLineStyle(lt, d[:linestyle])
@@ -294,15 +382,28 @@ function _add_series(pkg::PyPlotPackage, plt::Plot; kw...)
     if lt in (:scatter, :scatter3d)
       extra_kwargs[:s] = d[:markersize].^2
       c = d[:markercolor]
-      if isa(c, ColorGradient) && d[:zcolor] != nothing
+      if d[:zcolor] != nothing
+        if !isa(c, ColorGradient)
+          c = colorscheme(:bluesreds)
+        end
         extra_kwargs[:c] = convert(Vector{Float64}, d[:zcolor])
         extra_kwargs[:cmap] = getPyPlotColorMap(c, d[:markeralpha])
       else
-        extra_kwargs[:c] = getPyPlotColor(c, d[:markeralpha])
+        # extra_kwargs[:c] = getPyPlotColor(c, d[:markeralpha])
-      end
+        ppc = getPyPlotColor(c, d[:markeralpha])
-      if d[:markeralpha] != nothing
+
-        extra_kwargs[:alpha] = d[:markeralpha]
+        # total hack due to PyPlot bug (see issue #145).
+        # hack: duplicate the color vector when the total rgba fields is the same as the series length
+        if (typeof(ppc) <: AbstractArray && length(ppc)*4 == length(x)) ||
+                (typeof(ppc) <: Tuple && length(x) == 4)
+          ppc = vcat(ppc, ppc)
+        end
+        extra_kwargs[:c] = ppc
+
       end
+      # if d[:markeralpha] != nothing
+      #   extra_kwargs[:alpha] = d[:markeralpha]
+      # end
       extra_kwargs[:edgecolors] = getPyPlotColor(d[:markerstrokecolor], d[:markerstrokealpha])
       extra_kwargs[:linewidths] = d[:markerstrokewidth]
     else
@@ -321,7 +422,7 @@ function _add_series(pkg::PyPlotPackage, plt::Plot; kw...)
   # end
 
   # set these for all types
-  if !(lt in (:contour,:surface,:wireframe))
+  if !(lt in (:contour,:surface,:wireframe,:heatmap))
     if !(lt in (:scatter, :scatter3d))
       extra_kwargs[:color] = color
       extra_kwargs[:linewidth] = d[:linewidth]
@@ -333,31 +434,56 @@ function _add_series(pkg::PyPlotPackage, plt::Plot; kw...)
   # do the plot
   d[:serieshandle] = if ishistlike(lt)
     plotfunc(d[:y]; extra_kwargs...)[1]
+
   elseif lt == :contour
-    # NOTE: x/y are backwards in pyplot, so we switch the x and y args (also y is reversed), 
-    #       and take the transpose of the surface matrix
     x, y = d[:x], d[:y]
     surf = d[:z].surf'
-    handle = plotfunc(x, y, surf, d[:nlevels]; extra_kwargs...)
+    levels = d[:levels]
+    if isscalar(levels)
+      extra_args = (levels)
+    elseif isvector(levels)
+      extra_args = ()
+      extra_kwargs[:levels] = levels
+    else
+      error("Only numbers and vectors are supported with levels keyword")
+    end
+    handle = plotfunc(x, y, surf, extra_args...; extra_kwargs...)
     if d[:fillrange] != nothing
-      handle = ax[:contourf](x, y, surf, d[:nlevels]; cmap = getPyPlotColorMap(d[:fillcolor], d[:fillalpha]))
+      extra_kwargs[:cmap] = getPyPlotColorMap(d[:fillcolor], d[:fillalpha])
+      delete!(extra_kwargs, :linewidths)
+      handle = ax[:contourf](x, y, surf, extra_args...; extra_kwargs...)
     end
     handle
+
   elseif lt in (:surface,:wireframe)
-    plotfunc(repmat(d[:x]',length(d[:y]),1), repmat(d[:y],1,length(d[:x])), d[:z].surf'; extra_kwargs...)
+    x, y, z = d[:x], d[:y], Array(d[:z])
+    if !ismatrix(x) || !ismatrix(y)
+      x = repmat(x', length(y), 1)
+      y = repmat(y, 1, length(d[:x]))
+      z = z'
+    end
+    plotfunc(x, y, z; extra_kwargs...)
+
   elseif lt in _3dTypes
     plotfunc(d[:x], d[:y], d[:z]; extra_kwargs...)
-  elseif lt in (:scatter, :heatmap, :hexbin)
+
+  elseif lt in (:scatter, :hist2d, :hexbin)
     plotfunc(d[:x], d[:y]; extra_kwargs...)
-  else
+
+  elseif lt == :heatmap
+    x, y, z = d[:x], d[:y], d[:z].surf'
+    plotfunc(heatmap_edges(x), heatmap_edges(y), z; extra_kwargs...)
+
+  else # plot
     plotfunc(d[:x], d[:y]; extra_kwargs...)[1]
   end
 
+  # smoothing
   handleSmooth(plt, ax, d, d[:smooth])
 
   # add the colorbar legend
-  if plt.plotargs[:legend] && haskey(extra_kwargs, :cmap)
+  if plt.plotargs[:colorbar] != :none && haskey(extra_kwargs, :cmap)
-    PyPlot.colorbar(d[:serieshandle])
+    PyPlot.colorbar(d[:serieshandle], ax=ax)
   end
 
   # @show extra_kwargs
@@ -390,30 +516,52 @@ function Base.getindex(plt::Plot{PyPlotPackage}, i::Integer)
     xy = series[:get_offsets]()
     return vec(xy[:,1]), vec(xy[:,2])
   end
-  # series[:relim]()
+end
-  # mapping = getGadflyMappings(plt, i)[1]
+
-  # mapping[:x], mapping[:y]
+function minmaxseries(ds, vec, axis)
+  lo, hi = Inf, -Inf
+  for d in ds
+    d[:axis] == axis || continue
+    v = d[vec]
+    if length(v) > 0
+      vlo, vhi = extrema(v)
+      lo = min(lo, vlo)
+      hi = max(hi, vhi)
+    end
+  end
+  if lo == hi
+    hi = if lo == 0
+      1e-6
+    else
+      hi + min(abs(1e-2hi), 1e-6)
+    end
+  end
+  lo, hi
+end
+
+# TODO: this needs to handle one-sided fixed limits
+function set_lims!(plt::Plot{PyPlotPackage}, axis::Symbol)
+  ax = getAxis(plt, axis)
+  if plt.plotargs[:xlims] == :auto
+    ax[:set_xlim](minmaxseries(plt.seriesargs, :x, axis)...)
+  end
+  if plt.plotargs[:ylims] == :auto
+    ax[:set_ylim](minmaxseries(plt.seriesargs, :y, axis)...)
+  end
 end
 
 function Base.setindex!{X,Y}(plt::Plot{PyPlotPackage}, xy::Tuple{X,Y}, i::Integer)
-  series = plt.seriesargs[i][:serieshandle]
+  d = plt.seriesargs[i]
+  series = d[:serieshandle]
   x, y = xy
+  d[:x], d[:y] = x, y
   try
     series[:set_data](x, y)
   catch
     series[:set_offsets](hcat(x, y))
   end
 
-  ax = series[:axes]
+  set_lims!(plt, d[:axis])
-  if plt.plotargs[:xlims] == :auto
-    xmin, xmax = ax[:get_xlim]()
-    ax[:set_xlim](min(xmin, minimum(x)), max(xmax, maximum(x)))
-  end
-  if plt.plotargs[:ylims] == :auto
-    ymin, ymax = ax[:get_ylim]()
-    ax[:set_ylim](min(ymin, minimum(y)), max(ymax, maximum(y)))
-  end
-
   plt
 end
 
@@ -428,7 +576,13 @@ function addPyPlotLims(ax, lims, isx::Bool)
   lims == :auto && return
   ltype = limsType(lims)
   if ltype == :limits
-    ax[isx ? :set_xlim : :set_ylim](lims...)
+    if isx
+      isfinite(lims[1]) && ax[:set_xlim](left = lims[1])
+      isfinite(lims[2]) && ax[:set_xlim](right = lims[2])
+    else
+      isfinite(lims[1]) && ax[:set_ylim](bottom = lims[1])
+      isfinite(lims[2]) && ax[:set_ylim](top = lims[2])
+    end
   else
     error("Invalid input for $(isx ? "xlims" : "ylims"): ", lims)
   end
@@ -444,7 +598,8 @@ function addPyPlotTicks(ax, ticks, isx::Bool)
   if ttype == :ticks
     ax[isx ? :set_xticks : :set_yticks](ticks)
   elseif ttype == :ticks_and_labels
-    ax[isx ? :set_xticks : :set_yticks](ticks...)
+    ax[isx ? :set_xticks : :set_yticks](ticks[1])
+    ax[isx ? :set_xticklabels : :set_yticklabels](ticks[2])
   else
     error("Invalid input for $(isx ? "xticks" : "yticks"): ", ticks)
   end
@@ -562,9 +717,11 @@ end
 function _create_subplot(subplt::Subplot{PyPlotPackage}, isbefore::Bool)
   l = subplt.layout
 
-  w,h = map(px2inch, getplotargs(subplt,1)[:size])
+  # w,h = map(px2inch, getplotargs(subplt,1)[:size])
-  bgcolor = getPyPlotColor(getplotargs(subplt,1)[:background_color])
+  # bgcolor = getPyPlotColor(getplotargs(subplt,1)[:background_color])
-  fig = PyPlot.figure(; figsize = (w,h), facecolor = bgcolor, dpi = DPI, tight_layout = true)
+  # fig = PyPlot.figure(; figsize = (w,h), facecolor = bgcolor, dpi = DPI, tight_layout = true)
+  plotargs = getplotargs(subplt, 1)
+  fig = pyplot_figure(plotargs)
 
   nr = nrows(l)
   for (i,(r,c)) in enumerate(l)
@@ -575,10 +732,12 @@ function _create_subplot(subplt::Subplot{PyPlotPackage}, isbefore::Bool)
     ax = fig[:add_subplot](nr, nc, fakeidx)
 
     subplt.plts[i].o = PyPlotAxisWrapper(ax, nothing, fig, [])
+    pyplot_3d_setup!(subplt.plts[i].o, plotargs)
   end
 
   # subplt.o = PyPlotFigWrapper(fig, [])
   subplt.o = PyPlotAxisWrapper(nothing, nothing, fig, [])
+  pyplot_3d_setup!(subplt.o, plotargs)
   true
 end
 
@@ -625,15 +784,24 @@ end
 
 # -----------------------------------------------------------------
 
+const _pyplot_legend_pos = Dict(
+    :right => "right",
+    :left => "center left",
+    :top => "upper center",
+    :bottom => "lower center"
+  )
+
 # function addPyPlotLegend(plt::Plot)
 function addPyPlotLegend(plt::Plot, ax)
-  if plt.plotargs[:legend]
+  leg = plt.plotargs[:legend]
+  if leg != :none
     # gotta do this to ensure both axes are included
-    args = filter(x -> !(x[:linetype] in (:hist,:density,:hexbin,:heatmap,:hline,:vline,:contour, :path3d, :scatter3d)), plt.seriesargs)
+    args = filter(x -> !(x[:linetype] in (:hist,:density,:hexbin,:hist2d,:hline,:vline,:contour,:surface,:wireframe,:heatmap,:path3d,:scatter3d)), plt.seriesargs)
+    args = filter(x -> x[:label] != "", args)
     if length(args) > 0
       leg = ax[:legend]([d[:serieshandle] for d in args],
                   [d[:label] for d in args],
-                  loc="best",
+                  loc = get(_pyplot_legend_pos, leg, "best"),
                   fontsize = plt.plotargs[:legendfont].pointsize
                   # framealpha = 0.6
                  )
@@ -713,7 +881,7 @@ const _pyplot_mimeformats = @compat Dict(
     "application/pdf"         => "pdf",
     "image/png"               => "png",
     "application/postscript"  => "ps",
-    # "image/svg+xml"           => "svg"
+    "image/svg+xml"           => "svg"
   )
 
 
@@ -732,6 +900,7 @@ for (mime, fmt) in _pyplot_mimeformats
   end
 end
 
+
 # function Base.writemime(io::IO, m::MIME"image/png", subplt::Subplot{PyPlotPackage})
 #   finalizePlot(subplt)
 #   writemime(io, m, getfig(subplt.o))

src/backends/qwt.jl

@@ -1,6 +1,13 @@
 
 # https://github.com/tbreloff/Qwt.jl
 
+function _initialize_backend(::QwtPackage; kw...)
+  @eval begin
+    warn("Qwt is no longer supported... many features will likely be broken.")
+    import Qwt
+    export Qwt
+  end
+end
 
 # -------------------------------
 

src/backends/supported.jl

@@ -33,6 +33,7 @@ supportedArgs(::GadflyPackage) = [
     :label,
     :layout,
     :legend,
+    :colorbar,
     :linestyle,
     :linetype,
     :linewidth,
@@ -43,6 +44,7 @@ supportedArgs(::GadflyPackage) = [
     :markeralpha,
     :markerstrokewidth,
     :markerstrokecolor,
+    :markerstrokealpha,
     # :markerstrokestyle,
     :n,
     :nbins,
@@ -74,11 +76,11 @@ supportedArgs(::GadflyPackage) = [
     :legendfont,
     :grid,
     # :surface,
-    :nlevels,
+    :levels,
   ]
 supportedAxes(::GadflyPackage) = [:auto, :left]
 supportedTypes(::GadflyPackage) = [:none, :line, :path, :steppre, :steppost, :sticks,
-                                   :scatter, :heatmap, :hexbin, :hist, :bar,
+                                   :scatter, :hist2d, :hexbin, :hist, :bar,
                                    :hline, :vline, :contour]
 supportedStyles(::GadflyPackage) = [:auto, :solid, :dash, :dot, :dashdot, :dashdotdot]
 supportedMarkers(::GadflyPackage) = vcat(_allMarkers, Shape)
@@ -114,6 +116,83 @@ supportedArgs(::PyPlotPackage) = [
     :label,
     :layout,
     :legend,
+    :colorbar,
+    :linestyle,
+    :linetype,
+    :linewidth,
+    :markershape,
+    :markercolor,
+    :markersize,
+    :markerstrokewidth,
+    :markerstrokecolor,
+    :markerstrokealpha,
+    # :markerstrokestyle,
+    :n,
+    :nbins,
+    :nc,
+    :nr,
+    # :pos,
+    :smooth,
+    # :ribbon,
+    :show,
+    :size,
+    :title,
+    :windowtitle,
+    :x,
+    :xlabel,
+    :xlims,
+    :xticks,
+    :y,
+    :ylabel,
+    :ylims,
+    :yrightlabel,
+    :yticks,
+    :xscale,
+    :yscale,
+    :xflip,
+    :yflip,
+    :z,
+    :zcolor,  # only supported for scatter/scatter3d
+    :tickfont,
+    :guidefont,
+    :legendfont,
+    :grid,
+    # :surface,
+    :levels,
+    :fillalpha,
+    :linealpha,
+    :markeralpha,
+    :overwrite_figure,
+  ]
+supportedAxes(::PyPlotPackage) = _allAxes
+supportedTypes(::PyPlotPackage) = [:none, :line, :path, :steppre, :steppost, #:sticks,
+                                   :scatter, :hist2d, :hexbin, :hist, :density, :bar,
+                                   :hline, :vline, :contour, :path3d, :scatter3d, :surface, :wireframe, :heatmap]
+supportedStyles(::PyPlotPackage) = [:auto, :solid, :dash, :dot, :dashdot]
+# supportedMarkers(::PyPlotPackage) = [:none, :auto, :rect, :ellipse, :diamond, :utriangle, :dtriangle, :cross, :xcross, :star5, :hexagon]
+supportedMarkers(::PyPlotPackage) = vcat(_allMarkers, Shape)
+supportedScales(::PyPlotPackage) = [:identity, :ln, :log2, :log10]
+subplotSupported(::PyPlotPackage) = true
+
+
+# --------------------------------------------------------------------------------------
+
+
+
+supportedArgs(::GRPackage) = [
+    :annotation,
+    :axis,
+    :background_color,
+    :linecolor,
+    :color_palette,
+    :fillrange,
+    :fillcolor,
+    :foreground_color,
+    :group,
+    :label,
+    :layout,
+    :legend,
+    :colorbar,
     :linestyle,
     :linetype,
     :linewidth,
@@ -159,15 +238,15 @@ supportedArgs(::PyPlotPackage) = [
     :linealpha,
     :markeralpha,
   ]
-supportedAxes(::PyPlotPackage) = _allAxes
+supportedAxes(::GRPackage) = _allAxes
-supportedTypes(::PyPlotPackage) = [:none, :line, :path, :steppre, :steppost, :sticks,
+supportedTypes(::GRPackage) = [:none, :line, :path, :steppre, :steppost, :sticks,
-                                   :scatter, :heatmap, :hexbin, :hist, :density, :bar,
+                               :scatter, :hist2d, :hexbin, :hist, :density, :bar,
-                                   :hline, :vline, :contour, :path3d, :scatter3d, :surface, :wireframe]
+                               :hline, :vline, :contour, :path3d, :scatter3d, :surface,
-supportedStyles(::PyPlotPackage) = [:auto, :solid, :dash, :dot, :dashdot]
+                               :wireframe, :ohlc, :pie]
-# supportedMarkers(::PyPlotPackage) = [:none, :auto, :rect, :ellipse, :diamond, :utriangle, :dtriangle, :cross, :xcross, :star5, :hexagon]
+supportedStyles(::GRPackage) = [:auto, :solid, :dash, :dot, :dashdot, :dashdotdot]
-supportedMarkers(::PyPlotPackage) = vcat(_allMarkers, Shape)
+supportedMarkers(::GRPackage) = vcat(_allMarkers, Shape)
-supportedScales(::PyPlotPackage) = [:identity, :ln, :log2, :log10]
+supportedScales(::GRPackage) = [:identity, :log10]
-subplotSupported(::PyPlotPackage) = true
+subplotSupported(::GRPackage) = true
 
 
 # --------------------------------------------------------------------------------------
@@ -225,7 +304,7 @@ supportedArgs(::QwtPackage) = [
     # :yflip,
     # :z,
   ]
-supportedTypes(::QwtPackage) = [:none, :line, :path, :steppre, :steppost, :sticks, :scatter, :heatmap, :hexbin, :hist, :bar, :hline, :vline]
+supportedTypes(::QwtPackage) = [:none, :line, :path, :steppre, :steppost, :sticks, :scatter, :hist2d, :hexbin, :hist, :bar, :hline, :vline]
 supportedMarkers(::QwtPackage) = [:none, :auto, :rect, :ellipse, :diamond, :utriangle, :dtriangle, :cross, :xcross, :star5, :star8, :hexagon]
 supportedScales(::QwtPackage) = [:identity, :log10]
 subplotSupported(::QwtPackage) = true
@@ -284,7 +363,7 @@ supportedArgs(::UnicodePlotsPackage) = [
     # :z,
   ]
 supportedAxes(::UnicodePlotsPackage) = [:auto, :left]
-supportedTypes(::UnicodePlotsPackage) = [:none, :line, :path, :steppost, :sticks, :scatter, :heatmap, :hexbin, :hist, :bar, :hline, :vline]
+supportedTypes(::UnicodePlotsPackage) = [:none, :line, :path, :steppre, :steppost, :sticks, :scatter, :hist2d, :hexbin, :hist, :bar, :hline, :vline]
 supportedStyles(::UnicodePlotsPackage) = [:auto, :solid]
 supportedMarkers(::UnicodePlotsPackage) = [:none, :auto, :ellipse]
 supportedScales(::UnicodePlotsPackage) = [:identity]
@@ -413,10 +492,10 @@ supportedArgs(::BokehPackage) = [
     # :legendfont,
     # :grid,
     # :surface,
-    # :nlevels,
+    # :levels,
   ]
 supportedAxes(::BokehPackage) = [:auto, :left]
-supportedTypes(::BokehPackage) = [:none, :path, :scatter] #,:steppre, :steppost, :sticks, :heatmap, :hexbin, :hist, :bar, :hline, :vline, :contour]
+supportedTypes(::BokehPackage) = [:none, :path, :scatter] #,:steppre, :steppost, :sticks, :hist2d, :hexbin, :hist, :bar, :hline, :vline, :contour]
 supportedStyles(::BokehPackage) = [:auto, :solid, :dash, :dot, :dashdot, :dashdotdot]
 supportedMarkers(::BokehPackage) = [:none, :auto, :ellipse, :rect, :diamond, :utriangle, :dtriangle, :cross, :xcross, :star5] #vcat(_allMarkers, Shape)
 supportedScales(::BokehPackage) = [:identity, :ln] #, :ln, :log2, :log10, :asinh, :sqrt]
@@ -479,12 +558,12 @@ supportedArgs(::PlotlyPackage) = [
     :guidefont,
     :legendfont,
     :grid,
-    :nlevels,
+    :levels,
   ]
 supportedAxes(::PlotlyPackage) = [:auto, :left]
 supportedTypes(::PlotlyPackage) = [:none, :line, :path, :scatter, :steppre, :steppost,
-                                   :heatmap, :hist, :density, :bar, :contour, :surface, :path3d, :scatter3d,
+                                   :hist2d, :hist, :density, :bar, :contour, :surface, :path3d, :scatter3d,
-                                   :pie] #,, :sticks, :hexbin, :hline, :vline]
+                                   :pie, :heatmap] #,, :sticks, :hexbin, :hline, :vline]
 supportedStyles(::PlotlyPackage) = [:auto, :solid, :dash, :dot, :dashdot]
 supportedMarkers(::PlotlyPackage) = [:none, :auto, :ellipse, :rect, :diamond, :utriangle, :dtriangle, :cross, :xcross,
                                      :pentagon, :hexagon, :octagon, :vline, :hline] #vcat(_allMarkers, Shape)
@@ -493,6 +572,75 @@ subplotSupported(::PlotlyPackage) = true
 stringsSupported(::PlotlyPackage) = true
 
 
+# --------------------------------------------------------------------------------------
+
+supportedArgs(::PlotlyJSPackage) = [
+    :annotation,
+    # :axis,
+    :background_color,
+    :color_palette,
+    :fillrange,
+    :fillcolor,
+    :fillalpha,
+    :foreground_color,
+    :group,
+    :label,
+    :layout,
+    :legend,
+    :linecolor,
+    :linestyle,
+    :linetype,
+    :linewidth,
+    :linealpha,
+    :markershape,
+    :markercolor,
+    :markersize,
+    :markeralpha,
+    :markerstrokewidth,
+    :markerstrokecolor,
+    :markerstrokestyle,
+    :n,
+    :nbins,
+    :nc,
+    :nr,
+    # :pos,
+    # :smooth,
+    :show,
+    :size,
+    :title,
+    :windowtitle,
+    :x,
+    :xlabel,
+    :xlims,
+    :xticks,
+    :y,
+    :ylabel,
+    :ylims,
+    # :yrightlabel,
+    :yticks,
+    :xscale,
+    :yscale,
+    :xflip,
+    :yflip,
+    :z,
+    :zcolor,
+    :tickfont,
+    :guidefont,
+    :legendfont,
+    :grid,
+    :levels,
+  ]
+supportedAxes(::PlotlyJSPackage) = [:auto, :left]
+supportedTypes(::PlotlyJSPackage) = [:none, :line, :path, :scatter, :steppre, :steppost,
+                                   :hist2d, :hist, :density, :bar, :contour, :surface, :path3d, :scatter3d,
+                                   :pie, :heatmap] #,, :sticks, :hexbin, :hline, :vline]
+supportedStyles(::PlotlyJSPackage) = [:auto, :solid, :dash, :dot, :dashdot]
+supportedMarkers(::PlotlyJSPackage) = [:none, :auto, :ellipse, :rect, :diamond, :utriangle, :dtriangle, :cross, :xcross,
+                                     :pentagon, :hexagon, :octagon, :vline, :hline] #vcat(_allMarkers, Shape)
+supportedScales(::PlotlyJSPackage) = [:identity, :log10] #, :ln, :log2, :log10, :asinh, :sqrt]
+subplotSupported(::PlotlyJSPackage) = true
+stringsSupported(::PlotlyJSPackage) = true
+
 # --------------------------------------------------------------------------------------
 
 supportedArgs(::GLVisualizePackage) = [
@@ -549,7 +697,7 @@ supportedArgs(::GLVisualizePackage) = [
     # :legendfont,
     # :grid,
     # :surface
-    # :nlevels,
+    # :levels,
   ]
 supportedAxes(::GLVisualizePackage) = [:auto, :left]
 supportedTypes(::GLVisualizePackage) = [:surface] #, :path, :scatter ,:steppre, :steppost, :sticks, :heatmap, :hexbin, :hist, :bar, :hline, :vline, :contour]
@@ -557,3 +705,69 @@ supportedStyles(::GLVisualizePackage) = [:auto, :solid] #, :dash, :dot, :dashdot
 supportedMarkers(::GLVisualizePackage) = [:none, :auto, :ellipse] #, :rect, :diamond, :utriangle, :dtriangle, :cross, :xcross, :star5] #vcat(_allMarkers, Shape)
 supportedScales(::GLVisualizePackage) = [:identity] #, :log, :log2, :log10, :asinh, :sqrt]
 subplotSupported(::GLVisualizePackage) = false
+
+# --------------------------------------------------------------------------------------
+
+supportedArgs(::PGFPlotsPackage) = [
+    # :annotation,
+    # :axis,
+    # :background_color,
+    # :color_palette,
+    # :fillrange,
+    # :fillcolor,
+    # :fillalpha,
+    # :foreground_color,
+    # :group,
+    # :label,
+    # :layout,
+    # :legend,
+    # :linecolor,
+    # :linestyle,
+    # :linetype,
+    # :linewidth,
+    # :linealpha,
+    # :markershape,
+    # :markercolor,
+    # :markersize,
+    # :markeralpha,
+    # :markerstrokewidth,
+    # :markerstrokecolor,
+    # :markerstrokestyle,
+    # :n,
+    # :nbins,
+    # :nc,
+    # :nr,
+    # :pos,
+    # :smooth,
+    # :show,
+    # :size,
+    # :title,
+    # :windowtitle,
+    # :x,
+    # :xlabel,
+    # :xlims,
+    # :xticks,
+    # :y,
+    # :ylabel,
+    # :ylims,
+    # :yrightlabel,
+    # :yticks,
+    # :xscale,
+    # :yscale,
+    # :xflip,
+    # :yflip,
+    # :z,
+    # :tickfont,
+    # :guidefont,
+    # :legendfont,
+    # :grid,
+    # :surface
+    # :levels,
+  ]
+supportedAxes(::PGFPlotsPackage) = [:auto, :left]
+supportedTypes(::PGFPlotsPackage) = [:contour] #, :path, :scatter ,:steppre, :steppost, :sticks, :hist2d, :hexbin, :hist, :bar, :hline, :vline, :contour]
+supportedStyles(::PGFPlotsPackage) = [:auto, :solid] #, :dash, :dot, :dashdot, :dashdotdot]
+supportedMarkers(::PGFPlotsPackage) = [:none, :auto, :ellipse] #, :rect, :diamond, :utriangle, :dtriangle, :cross, :xcross, :star5] #vcat(_allMarkers, Shape)
+supportedScales(::PGFPlotsPackage) = [:identity] #, :log, :log2, :log10, :asinh, :sqrt]
+subplotSupported(::PGFPlotsPackage) = false
+

src/backends/template.jl

@@ -3,6 +3,15 @@
 
 # [WEBSITE]
 
+function _initialize_backend(::[PkgName]Package; kw...)
+  @eval begin
+    import [PkgName]
+    export [PkgName]
+    # TODO: other initialization that needs to be eval-ed
+  end
+  # TODO: other initialization
+end
+
 # ---------------------------------------------------------------------------
 
 function _create_plot(pkg::[PkgName]Package; kw...)
@@ -43,13 +52,11 @@ end
 # accessors for x/y data
 
 function Base.getindex(plt::Plot{[PkgName]Package}, i::Int)
-  series = plt.o.lines[i]
+  # TODO: return a tuple of (x, y) vectors
-  series.x, series.y
 end
 
 function Base.setindex!(plt::Plot{[PkgName]Package}, xy::Tuple, i::Integer)
-  series = plt.o.lines[i]
+  # TODO: set the plot data from the (x,y) tuple
-  series.x, series.y = xy
   plt
 end
 

src/backends/unicodeplots.jl

@@ -1,6 +1,13 @@
 
 # https://github.com/Evizero/UnicodePlots.jl
 
+function _initialize_backend(::UnicodePlotsPackage; kw...)
+  @eval begin
+    import UnicodePlots
+    export UnicodePlots
+  end
+end
+
 # -------------------------------
 
 
@@ -52,7 +59,7 @@ function rebuildUnicodePlot!(plt::Plot)
 
   # now use the ! functions to add to the plot
   for d in sargs
-    addUnicodeSeries!(o, d, iargs[:legend], xlim, ylim)
+    addUnicodeSeries!(o, d, iargs[:legend] != :none, xlim, ylim)
   end
 
   # save the object
@@ -97,7 +104,7 @@ function addUnicodeSeries!(o, d::Dict, addlegend::Bool, xlim, ylim)
   label = addlegend ? d[:label] : ""
 
   # if we happen to pass in allowed color symbols, great... otherwise let UnicodePlots decide
-  color = d[:linecolor] in UnicodePlots.autoColors ? d[:linecolor] : :auto
+  color = d[:linecolor] in UnicodePlots.color_cycle ? d[:linecolor] : :auto
 
   # add the series
   func(o, x, y; color = color, name = label, style = stepstyle)

src/backends/winston.jl

@@ -3,6 +3,14 @@
 
 # credit goes to https://github.com/jverzani for contributing to the first draft of this backend implementation
 
+function _initialize_backend(::WinstonPackage; kw...)
+  @eval begin
+    # ENV["WINSTON_OUTPUT"] = "gtk"
+    warn("Winston is no longer supported... many features will likely be broken.")
+    import Winston, Gtk
+    export Winston, Gtk
+  end
+end
 
 # ---------------------------------------------------------------------------
 
@@ -80,7 +88,7 @@ function _add_series(::WinstonPackage, plt::Plot; kw...)
 
 
 
-  ## lintype :path, :step, :stepinverted, :sticks, :dots, :none, :heatmap, :hexbin, :hist, :bar
+  ## lintype :path, :step, :stepinverted, :sticks, :dots, :none, :hist2d, :hexbin, :hist, :bar
   if d[:linetype] == :none
     Winston.add(wplt, Winston.Points(d[:x], d[:y]; copy_remove(e, :kind)..., color=getColor(d[:markercolor])))
 
@@ -115,7 +123,7 @@ function _add_series(::WinstonPackage, plt::Plot; kw...)
   # elseif d[:linetype] == :dots
   #     fn = Winston.XXX
 
-  # elseif d[:linetype] == :heatmap
+  # elseif d[:linetype] == :hist2d
   #     fn = Winston.XXX
 
   # elseif d[:linetype] == :hexbin
@@ -198,7 +206,7 @@ end
 # ----------------------------------------------------------------
 
 function addWinstonLegend(plt::Plot, wplt)
-  if plt.plotargs[:legend]
+  if plt.plotargs[:legend] != :none
     Winston.legend(wplt, [sd[:label] for sd in plt.seriesargs])
   end
 end

src/colors.jl

@@ -72,33 +72,44 @@ const _testColors = [colorant"darkblue", colorant"blueviolet",  colorant"darkcya
 
 "Continuous gradient between values.  Wraps a list of bounding colors and the values they represent."
 immutable ColorGradient <: ColorScheme
-  colors::Vector{Colorant}
+  colors::Vector
-  values::Vector{Float64}
+  values::Vector
 
-  function ColorGradient{T<:Colorant,S<:Real}(cs::AVec{T}, vals::AVec{S} = 0:1; alpha = nothing)
+  function ColorGradient{S<:Real}(cs::AVec, vals::AVec{S} = linspace(0, 1, length(cs)); alpha = nothing)
     if length(cs) == length(vals)
       return new(convertColor(cs,alpha), collect(vals))
     end
     
-    # otherwise interpolate evenly between the minval and maxval
+    # # otherwise interpolate evenly between the minval and maxval
-    minval, maxval = minimum(vals), maximum(vals)
+    # minval, maxval = minimum(vals), maximum(vals)
-    vs = Float64[interpolate(minval, maxval, w) for w in linspace(0, 1, length(cs))]
+    # vs = Float64[interpolate(minval, maxval, w) for w in linspace(0, 1, length(cs))]
-    new(convertColor(cs,alpha), vs)
+    # new(convertColor(cs,alpha), vs)
+
+    # interpolate the colors for each value
+    vals = merge(linspace(0, 1, length(cs)), vals)
+    grad = ColorGradient(cs)
+    cs = [getColorZ(grad, z) for z in linspace(0, 1, length(vals))]
+    new(convertColor(cs, alpha), vals)
   end
 end
 
 # create a gradient from a symbol (blues, reds, etc) and vector of boundary values
-function ColorGradient{T<:Real}(s::Symbol, vals::AVec{T} = 0:1; kw...)
+function ColorGradient{T<:Real}(s::Symbol, vals::AVec{T} = 0:0; kw...)
   haskey(_gradients, s) || error("Invalid gradient symbol.  Choose from: ", sort(collect(keys(_gradients))))
-
-  # if we passed in the right number of values, create the gradient directly
   cs = _gradients[s]
+  if vals == 0:0
+    vals = linspace(0, 1, length(cs))
+  end
   ColorGradient(cs, vals; kw...)
 end
 
-function ColorGradient{T<:Real}(cs::AVec{Symbol}, vals::AVec{T} = 0:1; kw...)
+# function ColorGradient{T<:Real}(cs::AVec, vals::AVec{T} = linspace(0, 1, length(cs)); kw...)
-  ColorGradient(map(convertColor, cs), vals; kw...)
+#   ColorGradient(map(convertColor, cs), vals; kw...)
-end
+# end
+
+# function ColorGradient(grad::ColorGradient; alpha = nothing)
+#   ColorGradient(convertColor(grad.colors, alpha), grad.values)
+# end
 
 getColor(gradient::ColorGradient, idx::Int) = gradient.colors[mod1(idx, length(gradient.colors))]
 

src/components.jl

@@ -131,6 +131,7 @@ immutable PlotText
   str::@compat(AbstractString)
   font::Font
 end
+PlotText(str) = PlotText(string(str), font())
 
 function text(str, args...)
   PlotText(string(str), font(args...))
@@ -157,7 +158,8 @@ function stroke(args...; alpha = nothing)
   for arg in args
     T = typeof(arg)
 
-    if arg in _allStyles
+    # if arg in _allStyles
+    if allStyles(arg)
       style = arg
     elseif T <: Colorant
       color = arg
@@ -165,7 +167,11 @@ function stroke(args...; alpha = nothing)
       try
         color = parse(Colorant, string(arg))
       end
-    elseif typeof(arg) <: Real
+    # elseif trueOrAllTrue(a -> typeof(a) <: Real && a > 0 && a < 1, arg)
+    elseif allAlphas(arg)
+      alpha = arg
+    # elseif typeof(arg) <: Real
+    elseif allReals(arg)
       width = arg
     else
       warn("Unused stroke arg: $arg ($(typeof(arg)))")
@@ -198,7 +204,11 @@ function brush(args...; alpha = nothing)
       try
         color = parse(Colorant, string(arg))
       end
-    elseif typeof(arg) <: Real
+    # elseif trueOrAllTrue(a -> typeof(a) <: Real && a > 0 && a < 1, arg)
+    elseif allAlphas(arg)
+      alpha = arg
+    # elseif typeof(arg) <: Real
+    elseif allReals(arg)
       size = arg
     else
       warn("Unused brush arg: $arg ($(typeof(arg)))")
@@ -231,6 +241,13 @@ end
 
 Surface(f::Function, x, y) = Surface(Float64[f(xi,yi) for xi in x, yi in y])
 
+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))
+
 # -----------------------------------------------------------------------
 
 type OHLC{T<:Real}
@@ -239,3 +256,71 @@ type OHLC{T<:Real}
   low::T
   close::T
 end
+
+
+# @require FixedSizeArrays begin
+
+  export
+    P2,
+    P3,
+    BezierCurve,
+    curve_points,
+    directed_curve
+  
+  typealias P2 FixedSizeArrays.Vec{2,Float64}
+  typealias P3 FixedSizeArrays.Vec{3,Float64}
+
+  type BezierCurve{T <: FixedSizeArrays.Vec}
+      control_points::Vector{T}
+  end
+
+  function Base.call(bc::BezierCurve, t::Real)
+      p = zero(P2)
+      n = length(bc.control_points)-1
+      for i in 0:n
+          p += bc.control_points[i+1] * binomial(n, i) * (1-t)^(n-i) * t^i
+      end
+      p
+  end
+
+  Base.mean(x::Real, y::Real) = 0.5*(x+y)
+  Base.mean{N,T<:Real}(ps::FixedSizeArrays.Vec{N,T}...) = sum(ps) / length(ps)
+
+  curve_points(curve::BezierCurve, n::Integer = 30; range = [0,1]) = map(curve, linspace(range..., 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]
+  function directed_curve(p::P2, q::P2; xview = 0:1, yview = 0:1)
+    mn = mean(p, q)
+    diff = q - p
+
+    minx, maxx = minimum(xview), maximum(xview)
+    miny, maxy = minimum(yview), maximum(yview)
+    diffpct = P2(diff[1] / (maxx - minx),
+                 diff[2] / (maxy - miny))
+    
+    # these points give the initial/final "rise"
+    # vertical_offset = P2(0, (maxy - miny) * max(0.03, min(abs(0.5diffpct[2]), 1.0)))
+    vertical_offset = P2(0, max(0.15, 0.5norm(diff)))
+    upper_control = p + vertical_offset
+    lower_control = q - vertical_offset
+
+    # try to figure out when to loop around vs just connecting straight
+    # TODO: choose loop direction based on sign of p[1]??
+    # x_close_together = abs(diffpct[1]) <= 0.05
+    p_is_higher = diff[2] <= 0
+    inside_control_points = if p_is_higher
+      # add curve points which will create a loop
+      sgn = mn[1] < 0.5 * (maxx + minx) ? -1 : 1
+      inside_offset = P2(0.3 * (maxx - minx), 0)
+      additional_offset = P2(sgn * diff[1], 0)  # make it even loopier
+      [upper_control + sgn * (inside_offset + max(0,  additional_offset)),
+       lower_control + sgn * (inside_offset + max(0, -additional_offset))]
+    else
+      []
+    end
+        
+    BezierCurve([p, upper_control, inside_control_points..., lower_control, q])
+  end
+
+# end

src/output.jl

@@ -37,6 +37,15 @@ end
 ps(fn::@compat(AbstractString)) = ps(current(), fn)
 
 
+function tex(plt::PlottingObject, fn::@compat(AbstractString))
+  fn = addExtension(fn, "tex")
+  io = open(fn, "w")
+  writemime(io, MIME("application/x-tex"), plt)
+  close(io)
+end
+tex(fn::@compat(AbstractString)) = tex(current(), fn)
+
+
 # ----------------------------------------------------------------
 
 
@@ -45,6 +54,7 @@ ps(fn::@compat(AbstractString)) = ps(current(), fn)
     "svg" => svg,
     "pdf" => pdf,
     "ps"  => ps,
+    "tex" => tex,
   )
 
 function getExtension(fn::@compat(AbstractString))
@@ -102,3 +112,8 @@ gui(plt::PlottingObject = current()) = display(PlotsDisplay(), plt)
 
 # override the REPL display to open a gui window
 Base.display(::Base.REPL.REPLDisplay, ::MIME"text/plain", plt::PlottingObject) = gui(plt)
+
+# a backup for html... passes to svg
+function Base.writemime(io::IO, ::MIME"text/html", plt::PlottingObject)
+  writemime(io, MIME("image/svg+xml"), plt)
+end

src/plot.jl

@@ -48,7 +48,7 @@ function plot(args...; kw...)
   preprocessArgs!(d)
   dumpdict(d, "After plot preprocessing")
 
-  plotargs = getPlotArgs(pkg, d, 1)
+  plotargs = merge(d, getPlotArgs(pkg, d, 1))
   dumpdict(plotargs, "Plot args")
   plt = _create_plot(pkg; plotargs...)  # create a new, blank plot
 
@@ -186,12 +186,21 @@ updateDictWithMeta(d::Dict, plotargs::Dict, meta, isx::Bool) = nothing
 annotations(::@compat(Void)) = []
 annotations{X,Y,V}(v::AVec{@compat(Tuple{X,Y,V})}) = v
 annotations{X,Y,V}(t::@compat(Tuple{X,Y,V})) = [t]
+annotations(v::AVec{PlotText}) = v
+annotations(v::AVec) = map(PlotText, v)
 annotations(anns) = error("Expecting a tuple (or vector of tuples) for annotations: ",
                        "(x, y, annotation)\n    got: $(typeof(anns))")
 
 function _add_annotations(plt::Plot, d::Dict)
   anns = annotations(get(d, :annotation, nothing))
   if !isempty(anns)
+
+    # if we just have a list of PlotText objects, then create (x,y,text) tuples
+    if typeof(anns) <: AVec{PlotText}
+      x, y = plt[plt.n]
+      anns = Tuple{Float64,Float64,PlotText}[(x[i], y[i], t) for (i,t) in enumerate(anns)]
+    end
+
     _add_annotations(plt, anns)
   end
 end
@@ -219,41 +228,50 @@ end
 
 typealias FuncOrFuncs @compat(Union{Function, AVec{Function}})
 
+all3D(d::Dict) = trueOrAllTrue(lt -> lt in (:contour, :heatmap, :surface, :wireframe), get(d, :linetype, :none))
+
 # missing
-convertToAnyVector(v::@compat(Void); kw...) = Any[nothing], nothing
+convertToAnyVector(v::@compat(Void), d::Dict) = Any[nothing], nothing
 
 # fixed number of blank series
-convertToAnyVector(n::Integer; kw...) = Any[zeros(0) for i in 1:n], nothing
+convertToAnyVector(n::Integer, d::Dict) = Any[zeros(0) for i in 1:n], nothing
 
 # numeric vector
-convertToAnyVector{T<:Real}(v::AVec{T}; kw...) = Any[v], nothing
+convertToAnyVector{T<:Real}(v::AVec{T}, d::Dict) = Any[v], nothing
 
 # string vector
-convertToAnyVector{T<:@compat(AbstractString)}(v::AVec{T}; kw...) = Any[v], nothing
+convertToAnyVector{T<:@compat(AbstractString)}(v::AVec{T}, d::Dict) = Any[v], nothing
 
 # numeric matrix
-convertToAnyVector{T<:Real}(v::AMat{T}; kw...) = Any[v[:,i] for i in 1:size(v,2)], nothing
+function convertToAnyVector{T<:Real}(v::AMat{T}, d::Dict)
+  if all3D(d)
+    Any[Surface(v)]
+  else  
+    Any[v[:,i] for i in 1:size(v,2)]
+  end, nothing
+end
 
 # function
-convertToAnyVector(f::Function; kw...) = Any[f], nothing
+convertToAnyVector(f::Function, d::Dict) = Any[f], nothing
 
 # surface
-convertToAnyVector(s::Surface; kw...) = Any[s], nothing
+convertToAnyVector(s::Surface, d::Dict) = Any[s], nothing
 
 # vector of OHLC
-convertToAnyVector(v::AVec{OHLC}; kw...) = Any[v], nothing
+convertToAnyVector(v::AVec{OHLC}, d::Dict) = Any[v], nothing
 
 # dates
-convertToAnyVector{D<:Union{Date,DateTime}}(dts::AVec{D}; kw...) = Any[dts], nothing
+convertToAnyVector{D<:Union{Date,DateTime}}(dts::AVec{D}, d::Dict) = Any[dts], nothing
 
 # list of things (maybe other vectors, functions, or something else)
-function convertToAnyVector(v::AVec; kw...)
+function convertToAnyVector(v::AVec, d::Dict)
   if all(x -> typeof(x) <: Real, v)
     # all real numbers wrap the whole vector as one item
     Any[convert(Vector{Float64}, v)], nothing
   else
     # something else... treat each element as an item
-    Any[vi for vi in v], nothing
+    vcat(Any[convertToAnyVector(vi, d)[1] for vi in v]...), nothing
+    # Any[vi for vi in v], nothing
   end
 end
 
@@ -262,7 +280,7 @@ end
 
 # in computeXandY, we take in any of the possible items, convert into proper x/y vectors, then return.
 # this is also where all the "set x to 1:length(y)" happens, and also where we assert on lengths.
-computeX(x::@compat(Void), y) = 1:length(y)
+computeX(x::@compat(Void), y) = 1:size(y,1)
 computeX(x, y) = copy(x)
 computeY(x, y::Function) = map(y, x)
 computeY(x, y) = copy(y)
@@ -281,8 +299,9 @@ end
 # create n=max(mx,my) series arguments. the shorter list is cycled through
 # note: everything should flow through this
 function createKWargsList(plt::PlottingObject, x, y; kw...)
-  xs, xmeta = convertToAnyVector(x; kw...)
+  kwdict = Dict(kw)
-  ys, ymeta = convertToAnyVector(y; kw...)
+  xs, xmeta = convertToAnyVector(x, kwdict)
+  ys, ymeta = convertToAnyVector(y, kwdict)
 
   mx = length(xs)
   my = length(ys)
@@ -290,7 +309,7 @@ function createKWargsList(plt::PlottingObject, x, y; kw...)
   for i in 1:max(mx, my)
 
     # try to set labels using ymeta
-    d = Dict(kw)
+    d = copy(kwdict)
     if !haskey(d, :label) && ymeta != nothing
       if isa(ymeta, Symbol)
         d[:label] = string(ymeta)
@@ -307,13 +326,22 @@ function createKWargsList(plt::PlottingObject, x, y; kw...)
     dumpdict(d, "after getSeriesArgs")
     d[:x], d[:y] = computeXandY(xs[mod1(i,mx)], ys[mod1(i,my)])
 
+    lt = d[:linetype]
+    if isa(d[:y], Surface)
+      if lt in (:contour, :heatmap, :surface, :wireframe)
+        z = d[:y]
+        d[:y] = 1:size(z,2)
+        d[:z] = z
+      end
+    end
+
     if haskey(d, :idxfilter)
       d[:x] = d[:x][d[:idxfilter]]
       d[:y] = d[:y][d[:idxfilter]]
     end
 
     # for linetype `line`, need to sort by x values
-    if d[:linetype] == :line
+    if lt == :line
       # order by x
       indices = sortperm(d[:x])
       d[:x] = d[:x][indices]
@@ -321,6 +349,14 @@ function createKWargsList(plt::PlottingObject, x, y; kw...)
       d[:linetype] = :path
     end
 
+    # map functions to vectors
+    if isa(d[:zcolor], Function)
+      d[:zcolor] = map(d[:zcolor], d[:x])
+    end
+    if isa(d[:fillrange], Function)
+      d[:fillrange] = map(d[:fillrange], d[:x])
+    end
+
     # cleanup those fields that were used only for generating kw args
     for k in (:idxfilter, :numUncounted, :dataframe)
       delete!(d, k)
@@ -361,6 +397,16 @@ function createKWargsList(plt::PlottingObject, x::AVec, y::AVec, zvec::AVec; kw.
   createKWargsList(plt, x, y; z=zvec, d...)
 end
 
+function createKWargsList{T<:Real}(plt::PlottingObject, z::AMat{T}; kw...)
+  d = Dict(kw)
+  if all3D(d)
+    n,m = size(z)
+    createKWargsList(plt, 1:n, 1:m, z; kw...)
+  else
+    createKWargsList(plt, nothing, z; kw...)
+  end
+end
+
 # contours or surfaces... function grid
 function createKWargsList(plt::PlottingObject, x::AVec, y::AVec, zf::Function; kw...)
   # only allow sorted x/y for now
@@ -378,14 +424,15 @@ function createKWargsList{T<:Real}(plt::PlottingObject, x::AVec, y::AVec, zmat::
   @assert x == sort(x)
   @assert y == sort(y)
   @assert size(zmat) == (length(x), length(y))
-  surf = Surface(convert(Matrix{Float64}, zmat))
+  # surf = Surface(convert(Matrix{Float64}, zmat))
   # surf = Array(Any,1,1)
   # surf[1,1] = convert(Matrix{Float64}, zmat)
   d = Dict(kw)
-  if !(get(d, :linetype, :none) in (:contour, :surface, :wireframe))
+  d[:z] = Surface(convert(Matrix{Float64}, zmat))
+  if !(get(d, :linetype, :none) in (:contour, :heatmap, :surface, :wireframe))
     d[:linetype] = :contour
   end
-  createKWargsList(plt, x, y; d..., z = surf)
+  createKWargsList(plt, x, y; d...) #, z = surf)
 end
 
 # contours or surfaces... general x, y grid
@@ -394,7 +441,12 @@ function createKWargsList{T<:Real}(plt::PlottingObject, x::AMat{T}, y::AMat{T},
   surf = Surface(convert(Matrix{Float64}, zmat))
   # surf = Array(Any,1,1)
   # surf[1,1] = convert(Matrix{Float64}, zmat)
-  createKWargsList(plt, x, y; kw..., surface = surf, linetype = :contour)
+  d = Dict(kw)
+  d[:z] = Surface(convert(Matrix{Float64}, zmat))
+  if !(get(d, :linetype, :none) in (:contour, :heatmap, :surface, :wireframe))
+    d[:linetype] = :contour
+  end
+  createKWargsList(plt, Any[x], Any[y]; d...) #kw..., z = surf, linetype = :contour)
 end
 
 
@@ -407,7 +459,7 @@ function createKWargsList(plt::PlottingObject, x::AVec, y::AVec, surf::Surface;
 end
 
 function createKWargsList(plt::PlottingObject, f::FuncOrFuncs; kw...)
-  error("Can't pass a Function or Vector{Function} for y without also passing x")
+  createKWargsList(plt, f, xmin(plt), xmax(plt); kw...)
 end
 
 # list of functions
@@ -431,6 +483,19 @@ createKWargsList{T<:Real}(plt::PlottingObject, fx::FuncOrFuncs, fy::FuncOrFuncs,
 createKWargsList{T<:Real}(plt::PlottingObject, u::AVec{T}, fx::FuncOrFuncs, fy::FuncOrFuncs; kw...) = createKWargsList(plt, mapFuncOrFuncs(fx, u), mapFuncOrFuncs(fy, u); kw...)
 createKWargsList(plt::PlottingObject, fx::FuncOrFuncs, fy::FuncOrFuncs, umin::Real, umax::Real, numPoints::Int = 1000; kw...) = createKWargsList(plt, fx, fy, linspace(umin, umax, numPoints); kw...)
 
+# special handling... 3D parametric function(s)
+createKWargsList{T<:Real}(plt::PlottingObject, fx::FuncOrFuncs, fy::FuncOrFuncs, fz::FuncOrFuncs, u::AVec{T}; kw...) = createKWargsList(plt, mapFuncOrFuncs(fx, u), mapFuncOrFuncs(fy, u), mapFuncOrFuncs(fz, u); kw...)
+createKWargsList{T<:Real}(plt::PlottingObject, u::AVec{T}, fx::FuncOrFuncs, fy::FuncOrFuncs, fz::FuncOrFuncs; kw...) = createKWargsList(plt, mapFuncOrFuncs(fx, u), mapFuncOrFuncs(fy, u), mapFuncOrFuncs(fz, u); kw...)
+createKWargsList(plt::PlottingObject, fx::FuncOrFuncs, fy::FuncOrFuncs, fz::FuncOrFuncs, umin::Real, umax::Real, numPoints::Int = 1000; kw...) = createKWargsList(plt, fx, fy, fz, linspace(umin, umax, numPoints); kw...)
+
+# (x,y) tuples
+function createKWargsList{R1<:Real,R2<:Real}(plt::PlottingObject, xy::AVec{Tuple{R1,R2}}; kw...)
+  createKWargsList(plt, unzip(xy)...; kw...)
+end
+function createKWargsList{R1<:Real,R2<:Real}(plt::PlottingObject, xy::Tuple{R1,R2}; kw...)
+  createKWargsList(plt, [xy[1]], [xy[2]]; kw...)
+end
+
 
 
 # special handling... no args... 1 series
@@ -451,16 +516,34 @@ end
 
 # --------------------------------------------------------------------
 
-"For DataFrame support.  Imports DataFrames and defines the necessary methods which support them."
-function dataframes()
-  @eval import DataFrames
 
-  @eval function createKWargsList(plt::PlottingObject, df::DataFrames.DataFrame, args...; kw...)
+# @require FixedSizeArrays begin
+
+  unzip{T}(x::AVec{FixedSizeArrays.Vec{2,T}}) = T[xi[1] for xi in x], T[xi[2] for xi in x]
+  unzip{T}(x::FixedSizeArrays.Vec{2,T}) = T[x[1]], T[x[2]]
+
+  function createKWargsList{T<:Real}(plt::PlottingObject, xy::AVec{FixedSizeArrays.Vec{2,T}}; kw...)
+    createKWargsList(plt, unzip(xy)...; kw...)
+  end
+
+  function createKWargsList{T<:Real}(plt::PlottingObject, xy::FixedSizeArrays.Vec{2,T}; kw...)
+    createKWargsList(plt, [xy[1]], [xy[2]]; kw...)
+  end
+
+# end
+
+# --------------------------------------------------------------------
+
+# For DataFrame support.  Imports DataFrames and defines the necessary methods which support them.
+
+@require DataFrames begin
+
+  function createKWargsList(plt::PlottingObject, df::DataFrames.AbstractDataFrame, args...; kw...)
     createKWargsList(plt, args...; kw..., dataframe = df)
   end
 
   # expecting the column name of a dataframe that was passed in... anything else should error
-  @eval function extractGroupArgs(s::Symbol, df::DataFrames.DataFrame, args...)
+  function extractGroupArgs(s::Symbol, df::DataFrames.AbstractDataFrame, args...)
     if haskey(df, s)
       return extractGroupArgs(df[s])
     else
@@ -468,18 +551,23 @@ function dataframes()
     end
   end
 
-  @eval function getDataFrameFromKW(; kw...)
+  function getDataFrameFromKW(d::Dict)
-    for (k,v) in kw
+    # for (k,v) in kw
-      if k == :dataframe
+    #   if k == :dataframe
-        return v
+    #     return v
-      end
+    #   end
+    # end
+    get(d, :dataframe) do
+      error("Missing dataframe argument!")
     end
-    error("Missing dataframe argument in arguments!")
   end
 
   # the conversion functions for when we pass symbols or vectors of symbols to reference dataframes
-  @eval convertToAnyVector(s::Symbol; kw...) = Any[getDataFrameFromKW(;kw...)[s]], s
+  # convertToAnyVector(s::Symbol; kw...) = Any[getDataFrameFromKW(;kw...)[s]], s
-  @eval convertToAnyVector(v::AVec{Symbol}; kw...) = (df = getDataFrameFromKW(;kw...); Any[df[s] for s in v]), v
+  # convertToAnyVector(v::AVec{Symbol}; kw...) = (df = getDataFrameFromKW(;kw...); Any[df[s] for s in v]), v
+  convertToAnyVector(s::Symbol, d::Dict) = Any[getDataFrameFromKW(d)[s]], s
+  convertToAnyVector(v::AVec{Symbol}, d::Dict) = (df = getDataFrameFromKW(d); Any[df[s] for s in v]), v
+
 end
 
 

src/plotter2.jl

@@ -0,0 +1,121 @@
+
+immutable NoPackage <: PlottingPackage end
+
+const _backendType = Dict{Symbol, DataType}(:none => NoPackage)
+const _backendSymbol = Dict{DataType, Symbol}(NoPackage => :none)
+const _backends = Symbol[]
+const _initialized_backends = Set{Symbol}()
+
+backends() = _backends
+backend_name() = CURRENT_BACKEND.sym
+_backend_instance(sym::Symbol) = haskey(_backendType, sym) ? _backendType[sym]() : error("Unsupported backend $sym")
+
+macro init_plotting_pkg(s)
+    str = lowercase(string(s))
+    sym = symbol(str)
+    T = symbol(string(s) * "Package")
+    esc(quote
+        immutable $T <: PlottingPackage end
+        export $sym
+        $sym(; kw...) = (default(; kw...); backend(symbol($str)))
+        backend_name(::$T) = symbol($str)
+        push!(_backends, symbol($str))
+        _backendType[symbol($str)] = $T
+        _backendSymbol[$T] = symbol($str)
+        include("backends/" * $str * ".jl")
+    end)
+end
+
+@init_plotting_pkg Immerse
+@init_plotting_pkg Gadfly
+@init_plotting_pkg PyPlot
+@init_plotting_pkg Qwt
+@init_plotting_pkg UnicodePlots
+@init_plotting_pkg Winston
+@init_plotting_pkg Bokeh
+@init_plotting_pkg Plotly
+@init_plotting_pkg PlotlyJS
+@init_plotting_pkg GR
+@init_plotting_pkg GLVisualize
+@init_plotting_pkg PGFPlots
+
+include("backends/web.jl")
+include("backends/supported.jl")
+
+# ---------------------------------------------------------
+
+
+plot(pkg::PlottingPackage; kw...)                       = error("plot($pkg; kw...) is not implemented")
+plot!(pkg::PlottingPackage, plt::Plot; kw...)           = error("plot!($pkg, plt; kw...) is not implemented")
+_update_plot(pkg::PlottingPackage, plt::Plot, d::Dict)  = error("_update_plot($pkg, plt, d) is not implemented")
+_update_plot_pos_size{P<:PlottingPackage}(plt::PlottingObject{P}, d::Dict) = nothing
+subplot(pkg::PlottingPackage; kw...)                    = error("subplot($pkg; kw...) is not implemented")
+subplot!(pkg::PlottingPackage, subplt::Subplot; kw...)  = error("subplot!($pkg, subplt; kw...) is not implemented")
+
+# ---------------------------------------------------------
+
+
+type CurrentBackend
+  sym::Symbol
+  pkg::PlottingPackage
+end
+CurrentBackend(sym::Symbol) = CurrentBackend(sym, _backend_instance(sym))
+
+# ---------------------------------------------------------
+
+function pickDefaultBackend()
+  for pkgstr in ("PyPlot", "Immerse", "Qwt", "Gadfly", "GR", "UnicodePlots", "Bokeh", "GLVisualize")
+    if Pkg.installed(pkgstr) != nothing
+      return backend(symbol(lowercase(pkgstr)))
+    end
+  end
+
+  # the default if nothing else is installed
+  backend(:plotly)
+end
+
+
+# ---------------------------------------------------------
+
+"""
+Returns the current plotting package name.  Initializes package on first call.
+"""
+function backend()
+
+  global CURRENT_BACKEND
+  if CURRENT_BACKEND.sym == :none
+    pickDefaultBackend()
+  end
+
+  sym = CURRENT_BACKEND.sym
+  if !(sym in _initialized_backends)
+
+    # initialize
+    println("[Plots.jl] Initializing backend: ", sym)
+    
+    inst = _backend_instance(sym)
+    try
+      _initialize_backend(inst)
+    catch err
+      warn("Couldn't initialize $sym.  (might need to install it?)")
+      rethrow(err)
+    end
+
+    push!(_initialized_backends, sym)
+
+  end
+  CURRENT_BACKEND.pkg
+end
+
+"""
+Set the plot backend.
+"""
+function backend(pkg::PlottingPackage)
+  CURRENT_BACKEND.sym = backend_name(pkg)
+  CURRENT_BACKEND.pkg = pkg
+end
+
+function backend(modname::Symbol)
+  CURRENT_BACKEND.sym = modname
+  CURRENT_BACKEND.pkg = _backend_instance(modname)
+end

src/recipes.jl

@@ -125,8 +125,15 @@ end
 
 
 "Sparsity plot... heatmap of non-zero values of a matrix"
-function spy{T<:Real}(y::AMat{T}; kw...)
+function spy{T<:Real}(z::AMat{T}; kw...)
-  I,J,V = findnz(y)
+  # I,J,V = findnz(z)
-  heatmap(J, I; leg=false, yflip=true, nbins=size(y), kw...)
+  # heatmap(J, I; leg=false, yflip=true, kw...)
+  heatmap(map(zi->float(zi!=0), z); leg=false, yflip=true, kw...)
 end
 
+"Adds a+bx... straight line over the current plot"
+function abline!(plt::Plot, a, b; kw...)
+    plot!(plt, [extrema(plt)...], x -> b + a*x; kw...)
+end
+
+abline!(args...; kw...) = abline!(current(), args...; kw...)

src/subplot.jl

@@ -135,7 +135,7 @@ convertSeriesIndex(subplt::Subplot, n::Int) = ceil(Int, n / subplt.p)
 
 function validateSubplotSupported()
   if !subplotSupported()
-    error(CURRENT_BACKEND.sym, " does not support the subplot/subplot! commands at this time.  Try one of: ", join(filter(pkg->subplotSupported(backendInstance(pkg)), backends()),", "))
+    error(CURRENT_BACKEND.sym, " does not support the subplot/subplot! commands at this time.  Try one of: ", join(filter(pkg->subplotSupported(_backend_instance(pkg)), backends()),", "))
   end
 end
 

src/utils.jl

@@ -174,11 +174,20 @@ function replaceAliases!(d::Dict, aliases::Dict)
 end
 
 createSegments(z) = collect(repmat(z',2,1))[2:end]
+
 Base.first(c::Colorant) = c
+Base.first(x::Symbol) = x
 
 
 sortedkeys(d::Dict) = sort(collect(keys(d)))
 
+"create an (n+1) list of the outsides of heatmap rectangles"
+function heatmap_edges(v::AVec)
+  vmin, vmax = extrema(v)
+  extra = 0.5 * (vmax-vmin) / (length(v)-1)
+  vcat(vmin-extra, 0.5 * (v[1:end-1] + v[2:end]), vmax+extra)
+end
+
 
 function fakedata(sz...)
   y = zeros(sz...)
@@ -190,9 +199,21 @@ end
 
 isijulia() = isdefined(Main, :IJulia) && Main.IJulia.inited
 
+istuple(::Tuple) = true
+istuple(::Any) = false
+isvector(::AVec) = true
+isvector(::Any) = false
+ismatrix(::AMat) = true
+ismatrix(::Any) = false
+isscalar(::Real) = true
+isscalar(::Any) = false
+
+
+
 
 # ticksType{T<:Real,S<:Real}(ticks::@compat(Tuple{T,S})) = :limits
 ticksType{T<:Real}(ticks::AVec{T}) = :ticks
+ticksType{T<:AbstractString}(ticks::AVec{T}) = :labels
 ticksType{T<:AVec,S<:AVec}(ticks::@compat(Tuple{T,S})) = :ticks_and_labels
 ticksType(ticks) = :invalid
 
@@ -204,9 +225,28 @@ limsType(lims) = :invalid
 Base.convert{T<:Real}(::Type{Vector{T}}, rng::Range{T}) = T[x for x in rng]
 Base.convert{T<:Real,S<:Real}(::Type{Vector{T}}, rng::Range{S}) = T[x for x in rng]
 
+Base.merge(a::AbstractVector, b::AbstractVector) = sort(unique(vcat(a,b)))
 
 # ---------------------------------------------------------------
 
+wraptuple(x::@compat(Tuple)) = x
+wraptuple(x) = (x,)
+
+trueOrAllTrue(f::Function, x::AbstractArray) = all(f, x)
+trueOrAllTrue(f::Function, x) = f(x)
+
+allLineTypes(arg) = trueOrAllTrue(a -> get(_typeAliases, a, a) in _allTypes, arg)
+allStyles(arg) = trueOrAllTrue(a -> get(_styleAliases, a, a) in _allStyles, arg)
+allShapes(arg) = trueOrAllTrue(a -> get(_markerAliases, a, a) in _allMarkers, arg) ||
+                  trueOrAllTrue(a -> isa(a, Shape), arg)
+allAlphas(arg) = trueOrAllTrue(a -> (typeof(a) <: Real && a > 0 && a < 1) ||
+                                    (typeof(a) <: AbstractFloat && (a == zero(typeof(a)) || a == one(typeof(a)))), arg)
+allReals(arg)   = trueOrAllTrue(a -> typeof(a) <: Real, arg)
+allFunctions(arg) = trueOrAllTrue(a -> isa(a, Function), arg)
+
+# ---------------------------------------------------------------
+
+
 """
 Allows temporary setting of backend and defaults for Plots. Settings apply only for the `do` block.  Example:
 ```
@@ -226,6 +266,9 @@ function with(f::Function, args...; kw...)
   end
 
   # save the backend
+  if CURRENT_BACKEND.sym == :none
+    pickDefaultBackend()
+  end
   oldbackend = CURRENT_BACKEND.sym
 
   for arg in args
@@ -399,7 +442,7 @@ function supportGraph(allvals, func)
   y = ASCIIString[]
   for val in vals
     for b in bs
-        supported = func(Plots.backendInstance(b))
+        supported = func(Plots._backend_instance(b))
         if val in supported
             push!(x, string(b))
             push!(y, string(val))
@@ -428,7 +471,7 @@ function dumpSupportGraphs()
   for func in (supportGraphArgs, supportGraphTypes, supportGraphStyles,
                supportGraphMarkers, supportGraphScales, supportGraphAxes)
     plt = func()
-    png(IMG_DIR * "/supported/$(string(func))")
+    png(joinpath(Pkg.dir("ExamplePlots"), "docs", "examples", "img", "supported", "$(string(func))"))
   end
 end
 
@@ -448,3 +491,11 @@ mm2inch(mm::Real) = float(mm / MM_PER_INCH)
 px2mm(px::Real) = float(px * MM_PER_PX)
 mm2px(mm::Real) = float(px / MM_PER_PX)
 
+
+"Smallest x in plot"
+xmin(plt::Plot) = minimum([minimum(d[:x]) for d in plt.seriesargs])
+"Largest x in plot"
+xmax(plt::Plot) = maximum([maximum(d[:x]) for d in plt.seriesargs])
+
+"Extrema of x-values in plot"
+Base.extrema(plt::Plot) = (xmin(plt), xmax(plt))

test/REQUIRE

@@ -2,9 +2,11 @@ julia 0.4
 
 Colors
 Reexport
+Requires
 FactCheck
 Gadfly
 Images
 ImageMagick
 PyPlot
 @osx QuartzImageIO
+GR

test/imgcomp.jl

@@ -1,11 +1,4 @@
 
-# # include this first to help with crashing??
-# try
-#   @eval using Gtk
-# catch err
-#   warn("Gtk not loaded. err: $err")
-# end
-
 using VisualRegressionTests
 using ExamplePlots
 
@@ -17,53 +10,10 @@ try
   info("Matplotlib version: $(PyPlot.matplotlib[:__version__])")
 end
 
-# include("../docs/example_generation.jl")
-
 
 using Plots, FactCheck
-# import Images, ImageMagick
 
-# if !isdefined(ImageMagick, :init_deps)
+default(size=(500,300))
-#   function ImageMagick.init_deps()
-#     ccall((:MagickWandGenesis,libwand), Void, ())
-#   end
-# end
-
-# function makeImageWidget(fn)
-#   img = Gtk.GtkImageLeaf(fn)
-#   vbox = Gtk.GtkBoxLeaf(:v)
-#   push!(vbox, Gtk.GtkLabelLeaf(fn))
-#   push!(vbox, img)
-#   show(img)
-#   vbox
-# end
-
-# function replaceReferenceImage(tmpfn, reffn)
-#   cmd = `cp $tmpfn $reffn`
-#   run(cmd)
-#   info("Replaced reference image with: $cmd")
-# end
-
-# "Show a Gtk popup with both images and a confirmation whether we should replace the new image with the old one"
-# function compareToReferenceImage(tmpfn, reffn)
-
-#   # add the images
-#   imgbox = Gtk.GtkBoxLeaf(:h)
-#   push!(imgbox, makeImageWidget(tmpfn))
-#   push!(imgbox, makeImageWidget(reffn))
-
-#   win = Gtk.GtkWindowLeaf("Should we make this the new reference image?")
-#   push!(win, Gtk.GtkFrameLeaf(imgbox))
-
-#   showall(win)
-
-#   # now ask the question
-#   if Gtk.ask_dialog("Should we make this the new reference image?", "No", "Yes")
-#     replaceReferenceImage(tmpfn, reffn)
-#   end
-
-#   destroy(win)
-# end
 
 
 # TODO: use julia's Condition type and the wait() and notify() functions to initialize a Window, then wait() on a condition that 
@@ -73,7 +23,7 @@ function image_comparison_tests(pkg::Symbol, idx::Int; debug = false, popup = is
   
   # first 
   Plots._debugMode.on = debug
-  example = ExamplePlots.examples[idx]
+  example = ExamplePlots._examples[idx]
   info("Testing plot: $pkg:$idx:$(example.header)")
   backend(pkg)
   backend()
@@ -81,24 +31,15 @@ function image_comparison_tests(pkg::Symbol, idx::Int; debug = false, popup = is
   # ensure consistent results
   srand(1234)
 
+  # reference image directory setup
+  refdir = joinpath(Pkg.dir("ExamplePlots"), "test", "refimg", string(pkg))
+
   # test function
   func = (fn, idx) -> begin
     map(eval, example.exprs)
     png(fn)
   end
 
-  # run the example
-  # map(eval, PlotExamples.examples[idx].exprs)
-
-  # # save the png
-  # tmpfn = tempname() * ".png"
-  # png(tmpfn)
-
-  # # load the saved png
-  # tmpimg = Images.load(tmpfn)
-
-  # reference image directory setup
-  refdir = joinpath(Pkg.dir("Plots"), "test", "refimg", string(pkg))
   try
     run(`mkdir -p $refdir`)
   catch err
@@ -109,47 +50,18 @@ function image_comparison_tests(pkg::Symbol, idx::Int; debug = false, popup = is
   # the test
   vtest = VisualTest(func, reffn, idx)
   test_images(vtest, popup=popup, sigma=sigma, eps=eps)
-
-  # try
-
-  #   # info("Comparing $tmpfn to reference $reffn")
-  
-  #   # load the reference image
-  #   refimg = Images.load(reffn)
-
-  #   # run the comparison test... a difference will throw an error
-  #   # NOTE: sigma is a 2-length vector with x/y values for the number of pixels
-  #   #       to blur together when comparing images
-  #   diffpct = Images.test_approx_eq_sigma_eps(tmpimg, refimg, sigma, eps)
-
-  #   # we passed!
-  #   info("Reference image $reffn matches.  Difference: $diffpct")
-  #   return true
-
-  # catch err
-  #   warn("Image did not match reference image $reffn. err: $err")
-  #   # showerror(Base.STDERR, err)
-    
-  #   if isinteractive()
-
-  #     # if we're in interactive mode, open a popup and give us a chance to examine the images
-  #     warn("Should we make this the new reference image?")
-  #     compareToReferenceImage(tmpfn, reffn)
-  #     # println("exited")
-  #     return
-      
-  #   else
-
-  #     # if we rejected the image, or if we're in automated tests, throw the error
-  #     rethrow(err)
-  #   end
-
-  # end
 end
 
-function image_comparison_facts(pkg::Symbol; skip = [], debug = false, sigma = [1,1], eps = 1e-2)
+function image_comparison_facts(pkg::Symbol;
-  for i in 1:length(ExamplePlots.examples)
+                                skip = [],      # skip these examples (int index)
+                                only = nothing, # limit to these examples (int index)
+                                debug = false,  # print debug information?
+                                sigma = [1,1],  # number of pixels to "blur"
+                                eps = 1e-2)     # acceptable error (percent)
+  for i in 1:length(ExamplePlots._examples)
     i in skip && continue
-    @fact image_comparison_tests(pkg, i, debug=debug, sigma=sigma, eps=eps) |> success --> true
+    if only == nothing || i in only
+      @fact image_comparison_tests(pkg, i, debug=debug, sigma=sigma, eps=eps) |> success --> true
+    end
   end
 end

test/runtests.jl

@@ -1,152 +1,37 @@
 module PlotsTests
 
-
-# # don't let pyplot use a gui... it'll crash
-# # note: Agg will set gui -> :none in PyPlot
-# ENV["MPLBACKEND"] = "Agg"
-# try
-#     @eval import PyPlot
-# catch err
-#     warn("Couldn't import PyPlot: $err")
-# end
-
-
-# using Plots
-# using FactCheck
-
-# # note: wrap first include in a try block because of the ImageMagick init_deps bug
-# try
-#     include("imgcomp.jl")
-# end
 include("imgcomp.jl")
 
 # don't actually show the plots
 srand(1234)
 default(show=false)
-
+img_eps = 5e-2
-# note: we wrap in a try block so that the tests only run if we have the backend installed
-# try
-  # Pkg.installed("Gadfly")
-  # gadfly()
-  # backend()
-
-img_eps = 2e-2
 
 facts("Gadfly") do
     @fact gadfly() --> Plots.GadflyPackage()
     @fact backend() --> Plots.GadflyPackage()
 
     @fact typeof(plot(1:10)) --> Plots.Plot{Plots.GadflyPackage}
-
-    # plot(x::AVec, y::AVec; kw...)              # one line (will assert length(x) == length(y))
     @fact plot(Int[1,2,3], rand(3)) --> not(nothing)
-    # @fact_throws plot(1:5, 1:4)
-
-    # plot(x::AVec, y::AMat; kw...)              # multiple lines (one per column of x), all sharing x (will assert length(x) == size(y,1))
     @fact plot(sort(rand(10)), rand(Int, 10, 3)) --> not(nothing)
-    # @fact_throws(plot!(rand(10), rand(9,2)))
-
-    # plot(x::AMat, y::AMat; kw...)              # multiple lines (one per column of x/y... will assert size(x) == size(y))
     @fact plot!(rand(10,3), rand(10,3)) --> not(nothing)
 
-    image_comparison_facts(:gadfly, skip=[4,19,23,24], eps=img_eps)
+    image_comparison_facts(:gadfly, skip=[4,6,19,23,24], eps=img_eps)
 end
 
-
 facts("PyPlot") do
     @fact pyplot() --> Plots.PyPlotPackage()
     @fact backend() --> Plots.PyPlotPackage()
-    image_comparison_facts(:pyplot, skip=[19,21,23], eps=img_eps)
+
+    image_comparison_facts(:pyplot, skip=[4,10,13,19,21,23], eps=img_eps)
 end
 
+facts("GR") do
+    @fact gr() --> Plots.GRPackage()
+    @fact backend() --> Plots.GRPackage()
 
-# catch err
+    # image_comparison_facts(:gr, only=[1], eps=img_eps)
-#     warn("Skipped Gadfly due to: ", string(err))
+end
-# end
-
-# # note: we wrap in a try block so that the tests only run if we have the backend installed
-# try
-#   Pkg.installed("Qwt")
-#   qwt()
-#   backend()
-#   facts("Qwt") do
-#     @fact backend(:qwt) --> Plots.QwtPackage()
-#     @fact backend() --> Plots.QwtPackage()
-#     @fact typeof(plot(1:10)) --> Plots.Plot{Plots.QwtPackage}
-
-#     # plot(y::AVec; kw...)                       # one line... x = 1:length(y)
-#     @fact plot(1:10) --> not(nothing)
-#     @fact length(current().o.lines) --> 1
-
-#     # plot(x::AVec, f::Function; kw...)          # one line, y = f(x)
-#     @fact plot(1:10, sin) --> not(nothing)
-#     @fact current().o.lines[1].y --> sin(collect(1:10))
-
-#     # plot(x::AMat, f::Function; kw...)          # multiple lines, yᵢⱼ = f(xᵢⱼ)
-#     @fact plot(rand(10,2), sin) --> not(nothing)
-#     @fact length(current().o.lines) --> 2
-
-#     # plot(y::AMat; kw...)                       # multiple lines (one per column of x), all sharing x = 1:size(y,1)
-#     @fact plot!(rand(10,2)) --> not(nothing)
-#     @fact length(current().o.lines) --> 4
-
-#     # plot(x::AVec, fs::AVec{Function}; kw...)   # multiple lines, yᵢⱼ = fⱼ(xᵢ)
-#     @fact plot(1:10, Function[sin,cos]) --> not(nothing)
-#     @fact current().o.lines[1].y --> sin(collect(1:10))
-#     @fact current().o.lines[2].y --> cos(collect(1:10))
-
-#     # plot(y::AVec{AVec}; kw...)                 # multiple lines, each with x = 1:length(y[i])
-#     @fact plot([11:20 ; rand(10)]) --> not(nothing)
-#     @fact current().o.lines[1].x[4] --> 4
-#     @fact current().o.lines[1].y[4] --> 14
-#   end
-# catch err
-#     warn("Skipped Qwt due to: ", string(err))
-# end
-
-# try
-    # Pkg.installed("PyPlot")
-    # pyplot()
-    # backend()
-    # facts("PyPlot") do
-    #     @fact backend(:pyplot) --> Plots.PyPlotPackage()
-    #     @fact backend() --> Plots.PyPlotPackage()
-    #     @fact typeof(plot(1:10)) --> Plots.Plot{Plots.PyPlotPackage}
-
-    #     # image_comparison_facts(:pyplot, skip=[19])
-    # end
-# catch err
-#     warn("Skipped PyPlot due to: ", string(err))
-# end
-
-
-# try
-#     Pkg.installed("UnicodePlots")
-#     unicodeplots()
-#     backend()
-#     facts("UnicodePlots") do
-#         @fact backend(:unicodeplots) --> Plots.UnicodePlotsPackage()
-#         @fact backend() --> Plots.UnicodePlotsPackage()
-#         @fact typeof(plot(1:10)) --> Plots.Plot{Plots.UnicodePlotsPackage}
-#     end
-# catch err
-#     warn("Skipped UnicodePlots due to: ", string(err))
-# end
-
-
-# try
-#     Pkg.installed("Winston")
-#     winston()
-#     backend()
-#     facts("Winston") do
-#         @fact backend(:winston) --> Plots.WinstonPackage()
-#         @fact backend() --> Plots.WinstonPackage()
-#         @fact typeof(plot(1:10)) --> Plots.Plot{Plots.WinstonPackage}
-#     end
-# catch err
-#     warn("Skipped Winston due to: ", string(err))
-# end
-
 
 FactCheck.exitstatus()
 end # module