diff --git a/README.md b/README.md index 0ec5ba5a..495f1a39 100644 --- a/README.md +++ b/README.md @@ -67,7 +67,8 @@ scatter(iris, :SepalLength, :SepalWidth, group=:Species, ms=12, m=[:+,:d,:s]) ![gadfly_plt](img/gadfly1.png) -See the examples pages for lots of examples of plots, and what those commands produce for each supported backend. +See the examples pages for lots of examples of plots, and what those commands produce for each supported backend. +Also check out the [IJulia notebooks](examples) and see how it works interactively. ## API @@ -168,12 +169,14 @@ 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) +annotate!(annotations) = plot!(annotation = annotations) ``` Some keyword arguments you can set: Keyword | Default | Type | Aliases ---- | ---- | ---- | ---- +`:annotation` | `nothing` | Series | `:ann`, `:annotate`, `:annotations`, `:anns` `:args` | `Any[]` | Series | `:argss` `:axis` | `left` | Series | `:axiss` `:color` | `auto` | Series | `:c`, `:colors` diff --git a/docs/example_generation.jl b/docs/example_generation.jl index d47e7a68..1a83a916 100644 --- a/docs/example_generation.jl +++ b/docs/example_generation.jl @@ -86,7 +86,13 @@ const examples = PlotExample[ PlotExample("Open/High/Low/Close", "Create an OHLC chart. Pass in a vector of 4-tuples as your `y` argument. Adjust the tick width with arg `markersize`.", [:(n=20), :(hgt=rand(n)+1), :(bot=randn(n)), :(openpct=rand(n)), :(closepct=rand(n)), :(y = [OHLC(openpct[i]*hgt[i]+bot[i], bot[i]+hgt[i], bot[i], closepct[i]*hgt[i]+bot[i]) for i in 1:n]), :(ohlc(y; markersize=8))]), - + PlotExample("Annotations", + "Currently only text annotations are supported. Pass in a tuple or vector-of-tuples: (x,y,text). `annotate!(ann)` is shorthand for `plot!(; annotation=ann)`", + [ + :(y = rand(10)), + :(plot(y, ann=(3,y[3],"this is #3"))), + :(annotate!([(5,y[5],"this is #5"),(8.4,y[10],"this is #10")])) + ]), ] @@ -164,7 +170,7 @@ function test_example(pkgname::Symbol, idx::Int) plotter() map(eval, examples[idx].exprs) plt = currentPlot() - display(plt) + gui(plt) plt end @@ -172,9 +178,9 @@ end function test_all_examples(pkgname::Symbol) plts = Dict() for i in 1:length(examples) - if examples[i].header == "Subplots" && !subplotSupported() - break - end + # if examples[i].header == "Subplots" && !subplotSupported() + # break + # end try plt = test_example(pkgname, i) diff --git a/docs/readme_template.md b/docs/readme_template.md index 60be8add..012bc3d3 100644 --- a/docs/readme_template.md +++ b/docs/readme_template.md @@ -67,7 +67,8 @@ scatter(iris, :SepalLength, :SepalWidth, group=:Species, ms=12, m=[:+,:d,:s]) ![gadfly_plt](img/gadfly1.png) -See the examples pages for lots of examples of plots, and what those commands produce for each supported backend. +See the examples pages for lots of examples of plots, and what those commands produce for each supported backend. +Also check out the [IJulia notebooks](examples) and see how it works interactively. ## API diff --git a/examples/annotate.ipynb b/examples/annotate.ipynb index aaf3b9a5..b1fe1191 100644 --- a/examples/annotate.ipynb +++ b/examples/annotate.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 8, + "execution_count": 1, "metadata": { "collapsed": false }, @@ -11,17 +11,19 @@ "name": "stdout", "output_type": "stream", "text": [ - "[Plots.jl] Switched to backend: gadfly" + "[Plots.jl] Default backend: immerse\n", + "[Plots.jl] Switched to backend: pyplot\n", + "[Plots.jl] Initializing backend: pyplot" ] }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ - "Plot{Plots.GadflyPackage() n=1}" + "Plot{Plots.PyPlotPackage() n=1}" ] }, - "execution_count": 8, + "execution_count": 1, "metadata": {}, "output_type": "execute_result" }, @@ -34,35 +36,45 @@ } ], "source": [ - "using Plots; gadfly!()\n", + "using Plots; pyplot!()\n", + "plotDefault!(size=(600,400),leg=false)\n", "y = rand(10)\n", - "plot(y, ann=[(3,y[3],\"this is #3\"), (8,y[8],\"this is #8\")], size=(600,400))" + "plot(y, ann=[(3,y[3],\"this is #3\"), (8,y[8],\"this is #8\")])" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "Plot{Plots.GadflyPackage() n=1}" + "Plot{Plots.PyPlotPackage() n=1}" ] }, - "execution_count": 9, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "plot(y, ann=(3,y[3],\"this is #3\"), size=(600,400))\n", + "plot(y, ann=(3,y[3],\"this is #3\"))\n", "annotate!([(5,y[5],\"this is #5\"),(8.4,y[10],\"this is #10\")])" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": null, diff --git a/src/backends/gadfly.jl b/src/backends/gadfly.jl index c74692f6..b6cb092d 100644 --- a/src/backends/gadfly.jl +++ b/src/backends/gadfly.jl @@ -301,18 +301,16 @@ end # ---------------------------------------------------------------- -function createAnnotationObject(x, y, val::AbstractString) +function createGadflyAnnotationObject(x, y, val::AbstractString) Gadfly.Guide.annotation(Compose.compose( Compose.context(), Compose.text(x, y, val) - # Compose.fill(colorant"black"), - # Compose.stroke(colorant"black") )) end function addAnnotations{X,Y,V}(plt::Plot{GadflyPackage}, anns::AVec{Tuple{X,Y,V}}) for ann in anns - push!(plt.o.guides, createAnnotationObject(ann...)) + push!(plt.o.guides, createGadflyAnnotationObject(ann...)) end end diff --git a/src/backends/immerse.jl b/src/backends/immerse.jl index 148b0f65..d877c847 100644 --- a/src/backends/immerse.jl +++ b/src/backends/immerse.jl @@ -50,6 +50,14 @@ end +# ---------------------------------------------------------------- + +function addAnnotations{X,Y,V}(plt::Plot{ImmersePackage}, anns::AVec{Tuple{X,Y,V}}) + for ann in anns + push!(plt.o[2].guides, createGadflyAnnotationObject(ann...)) + end +end + # ---------------------------------------------------------------- # accessors for x/y data diff --git a/src/backends/pyplot.jl b/src/backends/pyplot.jl index f7f422d5..718b8558 100644 --- a/src/backends/pyplot.jl +++ b/src/backends/pyplot.jl @@ -243,14 +243,16 @@ end # ------------------------------- -# function savepng(::PyPlotPackage, plt::PlottingObject, fn::AbstractString, args...) -# fig, num = plt.o -# addPyPlotLegend(plt) -# f = open(fn, "w") -# writemime(f, "image/png", fig) -# close(f) -# end +function createPyPlotAnnotationObject(plt::Plot{PyPlotPackage}, x, y, val::AbstractString) + ax = getLeftAxis(plt.o[1]) + ax[:annotate](val, xy = (x,y)) +end +function addAnnotations{X,Y,V}(plt::Plot{PyPlotPackage}, anns::AVec{Tuple{X,Y,V}}) + for ann in anns + createPyPlotAnnotationObject(plt, ann...) + end +end # ----------------------------------------------------------------- @@ -274,7 +276,6 @@ end function Base.writemime(io::IO, m::MIME"image/png", plt::PlottingObject{PyPlotPackage}) fig, num = plt.o - # makePyPlotCurrent(plt) addPyPlotLegend(plt) ax = fig.o[:axes][1] updateAxisColors(ax, getPyPlotColor(plt.initargs[:foreground_color])) @@ -284,8 +285,6 @@ end function Base.display(::PlotsDisplay, plt::Plot{PyPlotPackage}) fig, num = plt.o - # PyPlot.figure(num) # makes this current - # makePyPlotCurrent(plt) addPyPlotLegend(plt) ax = fig.o[:axes][1] updateAxisColors(ax, getPyPlotColor(plt.initargs[:foreground_color])) diff --git a/src/plotter.jl b/src/plotter.jl index 0615dbdb..b3bf8bc7 100644 --- a/src/plotter.jl +++ b/src/plotter.jl @@ -125,7 +125,9 @@ function plotter() try @eval import PyPlot @eval export PyPlot - PyPlot.ioff() + if !isa(Base.Multimedia.displays[end], Base.REPL.REPLDisplay) + PyPlot.ioff() + end catch error("Couldn't import PyPlot. Install it with: Pkg.add(\"PyPlot\")") end