""" Holds all data needed for a documentation example... header, description, and plotting expression (Expr) """ type PlotExample header::AbstractString desc::AbstractString exprs::Vector{Expr} end # the _examples we'll run for each const _examples = PlotExample[ PlotExample("Lines", "A simple line plot of the columns.", [:(begin plot(Plots.fakedata(50,5), w=3) end)] ), PlotExample("Functions, adding data, and animations", "Plot multiple functions. You can also put the function first, or use the form `plot(f, xmin, xmax)` where f is a Function or AbstractVector{Function}.\n\nGet series data: `x, y = plt[i]`. Set series data: `plt[i] = (x,y)`. Add to the series with `push!`/`append!`.\n\nEasily build animations. (`convert` or `ffmpeg` must be available to generate the animation.) Use command `gif(anim, filename, fps=15)` to save the animation.", [:(begin p = plot([sin,cos], zeros(0), leg=false) anim = Animation() for x in linspace(0, 10π, 100) push!(p, x, Float64[sin(x), cos(x)]) frame(anim) end end)] ), PlotExample("Parametric plots", "Plot function pair (x(u), y(u)).", [:(begin plot(sin, x->sin(2x), 0, 2π, line=4, leg=false, fill=(0,:orange)) end)] ), PlotExample("Colors", "Access predefined palettes (or build your own with the `colorscheme` method). Line/marker colors are auto-generated from the plot's palette, unless overridden. Set the `z` argument to turn on series gradients.", [:(begin y = rand(100) plot(0:10:100,rand(11,4),lab="lines",w=3,palette=:grays,fill=(0,:auto), α=0.6) scatter!(y, zcolor=abs(y-.5), m=(:heat,0.8,stroke(1,:green)), ms=10*abs(y-0.5)+4, lab="grad") end)] ), PlotExample("Global", "Change the guides/background/limits/ticks. Convenience args `xaxis` and `yaxis` allow you to pass a tuple or value which will be mapped to the relevant args automatically. The `xaxis` below will be replaced with `xlabel` and `xlims` args automatically during the preprocessing step. You can also use shorthand functions: `title!`, `xaxis!`, `yaxis!`, `xlabel!`, `ylabel!`, `xlims!`, `ylims!`, `xticks!`, `yticks!`", [:(begin y = rand(20,3) plot(y, xaxis=("XLABEL",(-5,30),0:2:20,:flip), background_color = RGB(0.2,0.2,0.2), leg=false) hline!(mean(y,1)+rand(1,3), line=(4,:dash,0.6,[:lightgreen :green :darkgreen])) vline!([5,10]) title!("TITLE") yaxis!("YLABEL", :log10) end)] ), # PlotExample("Two-axis", # "Use the `axis` arguments.", # [ # :(plot(Vector[randn(100), randn(100)*100], axis = [:l :r], ylabel="LEFT", yrightlabel="RIGHT", xlabel="X", title="TITLE")) # ]), PlotExample("Images", "Plot an image. y-axis is set to flipped", [:(begin import Images img = Images.load(Pkg.dir("PlotReferenceImages","Plots","pyplot","0.7.0","ref1.png")) plot(img) end)] ), PlotExample("Arguments", "Plot multiple series with different numbers of points. Mix arguments that apply to all series (marker/markersize) with arguments unique to each series (colors). Special arguments `line`, `marker`, and `fill` will automatically figure out what arguments to set (for example, we are setting the `linestyle`, `linewidth`, and `color` arguments with `line`.) Note that we pass a matrix of colors, and this applies the colors to each series.", [:(begin ys = Vector[rand(10), rand(20)] plot(ys, color=[:black :orange], line=(:dot,4), marker=([:hex :d],12,0.8,stroke(3,:gray))) end)] ), PlotExample("Build plot in pieces", "Start with a base plot...", [:(begin plot(rand(100)/3, reg=true, fill=(0,:green)) end)] ), PlotExample("", "and add to it later.", [:(begin scatter!(rand(100), markersize=6, c=:orange) end)] ), PlotExample("Histogram2D", "", [:(begin histogram2d(randn(10000), randn(10000), nbins=20) end)] ), PlotExample("Line types", "", [:(begin linetypes = [:path :steppre :steppost :sticks :scatter] n = length(linetypes) x = Vector[sort(rand(20)) for i in 1:n] y = rand(20,n) plot(x, y, line=(linetypes,3), lab=map(string,linetypes), ms=15) end)] ), PlotExample("Line styles", "", [:(begin styles = filter(s -> s in supported_styles(), [:solid, :dash, :dot, :dashdot, :dashdotdot])' n = length(styles) y = cumsum(randn(20,n),1) plot(y, line = (5, styles), label = map(string,styles)) end)] ), PlotExample("Marker types", "", [:(begin markers = filter(m -> m in supported_markers(), Plots._shape_keys)' n = length(markers) x = linspace(0,10,n+2)[2:end-1] y = repmat(reverse(x)', n, 1) scatter(x, y, m=(8,:auto), lab=map(string,markers), bg=:linen, xlim=(0,10), ylim=(0,10)) end)] ), PlotExample("Bar", "x is the midpoint of the bar. (todo: allow passing of edges instead of midpoints)", [:(begin bar(randn(99)) end)] ), PlotExample("Histogram", "", [:(begin histogram(randn(1000), nbins=20) end)] ), PlotExample("Subplots", """ Use the `layout` keyword, and optionally the convenient `@layout` macro to generate arbitrarily complex subplot layouts. """, [:(begin l = @layout([a{0.1h}; b [c;d e]]) plot(randn(100,5), layout=l, t=[:line :histogram :scatter :steppre :bar], leg=false, ticks=nothing, border=false) end)] ), PlotExample("Adding to subplots", "Note here the automatic grid layout, as well as the order in which new series are added to the plots.", [:(begin plot(Plots.fakedata(100,10), layout=4, palette=[:grays :blues :heat :lightrainbow], bg_inside=[:orange :pink :darkblue :black]) end)] ), PlotExample("", "", [:(begin srand(111) plot!(Plots.fakedata(100,10)) end)] ), PlotExample("Open/High/Low/Close", "Create an OHLC chart. Pass in a list of (open,high,low,close) tuples as your `y` argument. This uses recipes to first convert the tuples to OHLC objects, and subsequently create a :path series with the appropriate line segments.", [:(begin 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) end)] ), PlotExample("Annotations", "The `annotations` keyword is used for text annotations in data-coordinates. Pass in a tuple (x,y,text) or a vector of annotations. `annotate!(ann)` is shorthand for `plot!(; annotation=ann)`. Series annotations are used for annotating individual data points. They require only the annotation... x/y values are computed. A `PlotText` object can be build with the method `text(string, attr...)`, which wraps font and color attributes.", [:(begin y = rand(10) plot(y, annotations = (3,y[3],text("this is #3",:left)), leg=false) annotate!([(5, y[5], text("this is #5",16,:red,:center)), (10, y[10], text("this is #10",:right,20,"courier"))]) scatter!(linspace(2,8,6), rand(6), marker=(50,0.2,:orange), series_annotations = ["series","annotations","map","to","series",text("data",:green)]) end)] ), PlotExample("Custom Markers", "A `Plots.Shape` is a light wrapper around vertices of a polygon. For supported backends, pass arbitrary polygons as the marker shapes. Note: The center is (0,0) and the size is expected to be rougly the area of the unit circle.", [:(begin verts = [(-1.0,1.0),(-1.28,0.6),(-0.2,-1.4),(0.2,-1.4),(1.28,0.6),(1.0,1.0), (-1.0,1.0),(-0.2,-0.6),(0.0,-0.2),(-0.4,0.6),(1.28,0.6),(0.2,-1.4), (-0.2,-1.4),(0.6,0.2),(-0.2,0.2),(0.0,-0.2),(0.2,0.2),(-0.2,-0.6)] x = 0.1:0.2:0.9 y = 0.7rand(5)+0.15 plot(x, y, line = (3,:dash,:lightblue), marker = (Shape(verts),30,RGBA(0,0,0,0.2)), bg=:pink, fg=:darkblue, xlim = (0,1), ylim=(0,1), leg=false) end)] ), PlotExample("Contours", "Any value for fill works here. We first build a filled contour from a function, then an unfilled contour from a matrix.", [:(begin x = 1:0.5:20 y = 1:0.5:10 f(x,y) = (3x+y^2)*abs(sin(x)+cos(y)) X = repmat(x', length(y), 1) Y = repmat(y, 1, length(x)) Z = map(f, X, Y) p1 = contour(x, y, f, fill=true) p2 = contour(x, y, Z) plot(p1, p2) end)] ), PlotExample("Pie", "", [:(begin x = ["Nerds", "Hackers", "Scientists"] y = [0.4, 0.35, 0.25] pie(x, y, title="The Julia Community", l=0.5) end)] ), PlotExample("3D", "", [:(begin n = 100 ts = linspace(0,8π,n) x = ts .* map(cos,ts) y = 0.1ts .* map(sin,ts) z = 1:n plot(x, y, z, zcolor=reverse(z), m=(10,0.8,:blues,stroke(0)), leg=false, cbar=true, w=5) plot!(zeros(n),zeros(n),1:n, w=10) end)] ), PlotExample("DataFrames", "Plot using DataFrame column symbols.", [:(begin import RDatasets iris = RDatasets.dataset("datasets", "iris") scatter(iris, :SepalLength, :SepalWidth, group=:Species, title = "My awesome plot", xlabel = "Length", ylabel = "Width", marker = (0.5, [:cross :hex :star7], 12), bg=RGB(.2,.2,.2)) end)] ), PlotExample("Groups and Subplots", "", [:(begin group = rand(map(i->"group $i",1:4),100) plot(rand(100), layout=@layout([a b;c]), group=group, linetype=[:bar :scatter :steppre]) end)] ), PlotExample("Polar Plots", "", [:(begin Θ = linspace(0,1.5π,100) r = abs(0.1randn(100)+sin(3Θ)) plot(Θ, r, proj=:polar, m=2) end)] ), PlotExample("Heatmap, categorical axes, and aspect_ratio", "", [:(begin xs = [string("x",i) for i=1:10] ys = [string("y",i) for i=1:4] z = float((1:4)*(1:10)') heatmap(xs, ys, z, aspect_ratio=1) end)] ), PlotExample("Layouts, margins, label rotation, title location", "", [:(begin plot(rand(100,6),layout=@layout([a b; c]),title=["A" "B" "C"], title_location=:left, left_margin=[20mm 0mm], bottom_margin=50px, xrotation=60) end)] ), PlotExample("Boxplot and Violin series recipes", "", [:(begin import RDatasets singers = RDatasets.dataset("lattice", "singer") violin(singers, :VoicePart, :Height, line = 0, fill = (0.2, :blue)) boxplot!(singers, :VoicePart, :Height, line = (2,:black), fill = (0.3, :orange)) end)] ) ] # --------------------------------------------------------------------------------- # make and display one plot function test_examples(pkgname::Symbol, idx::Int; debug = false, disp = true) Plots._debugMode.on = debug info("Testing plot: $pkgname:$idx:$(_examples[idx].header)") backend(pkgname) backend() map(eval, _examples[idx].exprs) plt = current() if disp gui(plt) end plt end # generate all plots and create a dict mapping idx --> plt function test_examples(pkgname::Symbol; debug = false, disp = true, sleep = nothing, skip = [], only = nothing) Plots._debugMode.on = debug plts = Dict() for i in 1:length(_examples) only != nothing && !(i in only) && continue i in skip && continue try plt = test_examples(pkgname, i, debug=debug, disp=disp) plts[i] = plt catch ex # TODO: put error info into markdown? warn("Example $pkgname:$i:$(_examples[i].header) failed with: $ex") end if sleep != nothing Base.sleep(sleep) end end plts end