From d6253c72d4ffc190f3f6cfe56ca91738ed53a594 Mon Sep 17 00:00:00 2001 From: Thomas Breloff Date: Tue, 6 Oct 2015 18:19:44 -0400 Subject: [PATCH] working on colors, args, and axis flip --- docs/example_generation.jl | 6 +++--- examples/colors.ipynb | 30 ++++++++++++++++++++++++++---- src/Plots.jl | 13 +++++++++++++ src/backends/gadfly.jl | 5 +++-- src/utils.jl | 16 ++++++++-------- 5 files changed, 53 insertions(+), 17 deletions(-) diff --git a/docs/example_generation.jl b/docs/example_generation.jl index 8d352812..b1511284 100644 --- a/docs/example_generation.jl +++ b/docs/example_generation.jl @@ -30,7 +30,7 @@ const examples = PlotExample[ [:(plot([sin,cos], 0, 4π))]), PlotExample("", "Or make a parametric plot (i.e. plot: (fx(u), fy(u))) with plot(fx, fy, umin, umax).", - [:(plot(sin, x->sin(2x), 0, 2π, legend=false, fillto=0))]), + [:(plot(sin, x->sin(2x), 0, 2π, legend=false, fill=0))]), PlotExample("Global", "Change the guides/background/limits/ticks. You can also use shorthand functions: `title!`, `xlabel!`, `ylabel!`, `xlims!`, `ylims!`, `xticks!`, `yticks!`", [:(plot(rand(10), title="TITLE", xlabel="XLABEL", ylabel="YLABEL", background_color = RGB(0.2,0.2,0.2), xlim=(-3,13), yticks=0:0.1:1))]), @@ -42,7 +42,7 @@ const examples = PlotExample[ [:(plot(Vector[rand(10), rand(20)]; marker=:ellipse, markersize=8, c=[:red,:blue]))]), PlotExample("Build plot in pieces", "Start with a base plot...", - [:(plot(rand(100)/3, reg=true, fillto=0))]), + [:(plot(rand(100)/3, reg=true, fill=0))]), PlotExample("", "and add to it later.", [:(scatter!(rand(100), markersize=6, c=:blue))]), @@ -204,7 +204,7 @@ end # markersize # size of the marker # nbins # number of bins for heatmap/hexbin and histograms # heatmap_c # color cutoffs for Qwt heatmaps -# fillto # fillto value for area plots +# fill # fill value for area plots # title # string or symbol, title of the plot # xlabel # string or symbol, label on the bottom (x) axis # ylabel # string or symbol, label on the left (y) axis diff --git a/examples/colors.ipynb b/examples/colors.ipynb index 10e52224..17c01b5a 100644 --- a/examples/colors.ipynb +++ b/examples/colors.ipynb @@ -41,13 +41,12 @@ " linetype: scatter\n", " markershape: ellipse\n", " markersize: [10,20]\n", - " xflip: true\n", " z: Any[" ] }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "Plot{Plots.ImmersePackage() n=1}" ] @@ -60,7 +59,7 @@ "name": "stdout", "output_type": "stream", "text": [ - 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+ "[0.27853175064701796,0.41005743564094055,0.4063126392263827,0.2227202188515267,0.3926713695534525,0.2596126521922748,0.42346127648949694,0.2155346768462798,0.10352958811599677,0.23854544914289266,0.11688317388934877,0.31510851311804466,0.4239011048063106,0.0995502504856749,0.1440353988287133,0.11852741846756754,0.48379726721176297,0.07411191199726552,0.35665479824705204,0.38516706619680496,0.2601261740877805,0.2156045177840471,0.47660425282149754,0.39816976908097024,0.10197962587167986,0.23490466850429836,0.36706947902273046,0.4730237262175585,0.16304520070920558,0.32818754622023594,0.16036808127002145,0.016905953253691042,0.2800359476141836,0.3009637201542943,0.3521757258631424,0.49304300758679154,0.17917575203753633,0.12779566703113532,0.18879626812694994,0.47564626124687126,0.09720946540914577,0.14374336239874452,0.2538369321250771,0.44603959490999023,0.2108592273867793,0.07819553584560412,0.21991375795506252,0.4453523734005935,0.19775969509089286,0.3977347266837521,0.14910367686242987,0.10617942678247605,0.45677927402048835,0.12269031348970527,0.3585690597632265,0.45950431659372937,0.44833848432784884,0.0896034288015033,0.28830454518189863,0.2304593100057608,0.018744598791068157,0.34705258384758797,0.38568157833653416,0.05260114131149618,0.11403280901109847,0.0678843447891655,0.4806195646615925,0.3414477958088731,0.40407509522489304,0.27471878139107186,0.39754697924212534,0.3478981492237385,0.09133118477925439,0.37666906323757576,0.36548696809049286,0.39632017207749004,0.09754309041303477,0.2790733730858359,0.26234777082702365,0.46964119968075924,0.24192708990500345,0.37944870261861974,0.17758705609667458,0.06531819053032062,0.11527716940451405,0.46404187595514257,0.34985150795551223,0.49041147317180434,0.2503069840508909,0.3409577363973104,0.4585246230423392,0.364794887589206,0.27097831057657507,0.2496886358770931,0.11064542614546058,0.0810952834830716,0.26107796036177344,0.1764350740953342,0.08077546430390825,0.43359918006515485]]\n", "\n" ] } @@ -69,7 +68,30 @@ "using Plots\n", "default(size=(400,250), leg=false)\n", "y = rand(100)\n", - "p = scatter(Any[y], z=Any[abs(y-.5)], m=[10,20], leg=false, c=:grays, xaxis=:flip)" + "p = scatter(Any[y], z=Any[abs(y-.5)], m=[10,20], leg=false, c=:grays)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "Plot{Plots.ImmersePackage() n=1}" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "xaxis!(:log, :flip, (e,e^4))" ] }, { diff --git a/src/Plots.jl b/src/Plots.jl index fdf7b717..4a91d228 100644 --- a/src/Plots.jl +++ b/src/Plots.jl @@ -44,6 +44,10 @@ export xticks!, yticks!, annotate!, + xflip!, + yflip!, + xaxis!, + yaxis!, savefig, png, @@ -116,6 +120,10 @@ yticks!{T<:Real}(v::AVec{T}) = plot!(yticks = v) xticks!{T<:Real,S<:AbstractString}(ticks::AVec{T}, labels::AVec{S}) = plot!(xticks = (ticks,labels)) yticks!{T<:Real,S<:AbstractString}(ticks::AVec{T}, labels::AVec{S}) = plot!(yticks = (ticks,labels)) annotate!(anns) = plot!(annotation = anns) +xflip!(flip::Bool = true) = plot!(xflip = flip) +yflip!(flip::Bool = true) = plot!(yflip = flip) +xaxis!(args...) = plot!(xaxis = args) +yaxis!(args...) = plot!(yaxis = args) title!(plt::Plot, s::AbstractString) = plot!(plt; title = s) xlabel!(plt::Plot, s::AbstractString) = plot!(plt; xlabel = s) @@ -129,6 +137,11 @@ yticks!{T<:Real}(plt::Plot, ticks::AVec{T}) = plot!(plt; yticks = tick xticks!{T<:Real,S<:AbstractString}(plt::Plot, ticks::AVec{T}, labels::AVec{S}) = plot!(plt; xticks = (ticks,labels)) yticks!{T<:Real,S<:AbstractString}(plt::Plot, ticks::AVec{T}, labels::AVec{S}) = plot!(plt; yticks = (ticks,labels)) annotate!(plt::Plot, anns) = plot!(plt; annotation = anns) +xflip!(plt::Plot, flip::Bool = true) = plot!(plt; xflip = flip) +yflip!(plt::Plot, flip::Bool = true) = plot!(plt; yflip = flip) +xaxis!(plt::Plot, args...) = plot!(plt; xaxis = args) +yaxis!(plt::Plot, args...) = plot!(plt; yaxis = args) + # --------------------------------------------------------- diff --git a/src/backends/gadfly.jl b/src/backends/gadfly.jl index b089a802..79d77450 100644 --- a/src/backends/gadfly.jl +++ b/src/backends/gadfly.jl @@ -327,8 +327,9 @@ function addGadflyTicksGuide(gplt, ticks, isx::Bool) end end -# isContinuousScale(scale, isx::Bool) = isa(scale, Gadfly.Scale.ContinuousScale) && scale.vars[1] == (isx ? :x : :y) -filterGadflyScale(gplt, isx::Bool) = filter!(scale -> scale.vars[1] != (isx ? :x : :y), gplt.scales) +continuousAndSameAxis(scale, isx::Bool) = isa(scale, Gadfly.Scale.ContinuousScale) && scale.vars[1] == (isx ? :x : :y) +# filterGadflyScale(gplt, isx::Bool) = filter!(scale -> scale.vars[1] != (isx ? :x : :y), gplt.scales) +filterGadflyScale(gplt, isx::Bool) = filter!(scale -> !continuousAndSameAxis(scale, isx), gplt.scales) function getGadflyScaleFunction(d::Dict, isx::Bool) diff --git a/src/utils.jl b/src/utils.jl index 93aa5542..69c77418 100644 --- a/src/utils.jl +++ b/src/utils.jl @@ -26,19 +26,19 @@ function histogramHack(; kw...) d[:x] = midpoints d[:y] = float(counts) d[:linetype] = :bar - d[:fill] = d[:fill] == nothing ? 0.0 : d[:fill] + d[:fillrange] = d[:fillrange] == nothing ? 0.0 : d[:fillrange] d end doc""" A hacky replacement for a bar graph when the backend doesn't support bars directly. -Convert it into a line chart with fillto set. +Convert it into a line chart with fillrange set. """ function barHack(; kw...) d = Dict(kw) midpoints = d[:x] heights = d[:y] - fillto = d[:fill] == nothing ? 0.0 : d[:fill] + fillrange = d[:fillrange] == nothing ? 0.0 : d[:fillrange] # estimate the edges dists = diff(midpoints) * 0.5 @@ -59,13 +59,13 @@ function barHack(; kw...) for i in 1:length(heights) e1, e2 = edges[i:i+1] append!(x, [e1, e1, e2, e2]) - append!(y, [fillto, heights[i], heights[i], fillto]) + append!(y, [fillrange, heights[i], heights[i], fillrange]) end d[:x] = x d[:y] = y d[:linetype] = :path - d[:fill] = fillto + d[:fillrange] = fillrange d end @@ -81,14 +81,14 @@ function sticksHack(; kw...) # these are the line vertices x = Float64[] y = Float64[] - fillto = dLine[:fill] == nothing ? 0.0 : dLine[:fill] + fillrange = dLine[:fillrange] == nothing ? 0.0 : dLine[:fillrange] # calculate the vertices yScatter = dScatter[:y] for (i,xi) in enumerate(dScatter[:x]) yi = yScatter[i] for j in 1:3 push!(x, xi) end - append!(y, [fillto, yScatter[i], fillto]) + append!(y, [fillrange, yScatter[i], fillrange]) end # change the line args @@ -96,7 +96,7 @@ function sticksHack(; kw...) dLine[:y] = y dLine[:linetype] = :path dLine[:markershape] = :none - dLine[:fill] = nothing + dLine[:fillrange] = nothing # change the scatter args dScatter[:linetype] = :none