From a0455561b6511d6bdc40dc129eb1eb6c668a593c Mon Sep 17 00:00:00 2001 From: Thomas Breloff Date: Tue, 29 Sep 2015 13:46:31 -0400 Subject: [PATCH] unicode hline/vline; supportGraph utils --- examples/playground.ipynb | 196 +++++++++++++++++++++++++---------- src/backends/gadfly.jl | 3 +- src/backends/unicodeplots.jl | 19 +++- src/utils.jl | 24 +++++ 4 files changed, 181 insertions(+), 61 deletions(-) diff --git a/examples/playground.ipynb b/examples/playground.ipynb index 61151ea6..80a7965a 100644 --- a/examples/playground.ipynb +++ b/examples/playground.ipynb @@ -236,35 +236,26 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "INFO: Recompiling stale cache file /home/tom/.julia/lib/v0.4/Plots.ji for module Plots.\n" - ] - }, { "name": "stdout", "output_type": "stream", "text": [ - "[Plots.jl] Default backend: immerse\n", - "[Plots.jl] Switched to backend: pyplot\n", - "[Plots.jl] Initializing backend: pyplot" + "[Plots.jl] Switched to backend: pyplot" ] }, { "data": { - "image/png": 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", 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", "text/plain": [ "Plot{Plots.PyPlotPackage() n=15}" ] }, - "execution_count": 1, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, @@ -272,7 +263,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "\n" + "\n", + "[Plots.jl] Initializing backend: pyplot\n" ] } ], @@ -284,7 +276,23 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "using Plots\n", + "plot(rand(10))\n", + "png(\"tmp\") # saves as \"tmp.png\"\n", + "png(\"tmp.png\") # saves as \"tmp.png\"\n", + "savefig(\"tmp\") # error... can't extract extension\n", + "savefig(\"tmp.png\") # saves as \"tmp.png\"" + ] + }, + { + "cell_type": "code", + "execution_count": 9, "metadata": { "collapsed": false }, @@ -293,49 +301,17 @@ "name": "stdout", "output_type": "stream", "text": [ - "search: " + "[Plots.jl] Switched to backend: gadfly" ] }, { "data": { - "text/latex": [ - "\\begin{verbatim}\n", - "sort(A, dim, [alg=,] [by=,] [lt=,] [rev=false])\n", - "\\end{verbatim}\n", - "Sort a multidimensional array \\texttt{A} along the given dimension.\n", - "\\begin{verbatim}\n", - "sort(v, [alg=,] [by=,] [lt=,] [rev=false])\n", - "\\end{verbatim}\n", - "Variant of \\texttt{sort!} that returns a sorted copy of \\texttt{v} leaving \\texttt{v} itself unmodified.\n" - ], - "text/markdown": [ - "```\n", - "sort(A, dim, [alg=,] [by=,] [lt=,] [rev=false])\n", - "```\n", - "\n", - "Sort a multidimensional array `A` along the given dimension.\n", - "\n", - "```\n", - "sort(v, [alg=,] [by=,] [lt=,] [rev=false])\n", - "```\n", - "\n", - "Variant of `sort!` that returns a sorted copy of `v` leaving `v` itself unmodified.\n" - ], + "image/png": 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", "text/plain": [ - "```\n", - "sort(A, dim, [alg=,] [by=,] [lt=,] [rev=false])\n", - "```\n", - "\n", - "Sort a multidimensional array `A` along the given dimension.\n", - "\n", - "```\n", - "sort(v, [alg=,] [by=,] [lt=,] [rev=false])\n", - "```\n", - "\n", - "Variant of `sort!` that returns a sorted copy of `v` leaving `v` itself unmodified.\n" + "Plot{Plots.GadflyPackage() n=1}" ] }, - "execution_count": 17, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, @@ -343,18 +319,124 @@ "name": "stdout", "output_type": "stream", "text": [ - "sort sort! sortrows sortcols sortperm sortperm! SortingAlgorithms Cshort\n", "\n" ] } ], + "source": [ + "# create a \"support graph\" for which args are supported by each backend\n", + "using Plots; gadfly()\n", + "\n", + "function supportGraph(allvals, func)\n", + " vals = reverse(allvals)\n", + " x = ASCIIString[]\n", + " y = ASCIIString[]\n", + " for b in backends()\n", + " supported = func(Plots.backendInstance(b))\n", + " for val in vals\n", + " if val in supported\n", + " push!(x, string(b))\n", + " push!(y, string(val))\n", + " end\n", + " end \n", + " end\n", + " scatter(x,y, m=:rect, ms=10, size=(300,100+18*length(vals)), leg=false)\n", + "end\n", + "\n", + "supportGraph(Plots._allArgs, supportedArgs)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "Plot{Plots.GadflyPackage() n=1}" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "supportGraph(Plots._allTypes, supportedTypes)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "Plot{Plots.GadflyPackage() n=1}" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "supportGraph(Plots._allStyles, supportedStyles)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "Plot{Plots.GadflyPackage() n=1}" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "supportGraph(Plots._allMarkers, supportedMarkers)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "Plot{Plots.ImmersePackage() n=1}" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "using Plots\n", - "plot(rand(10))\n", - "png(\"tmp\") # saves as \"tmp.png\"\n", - "png(\"tmp.png\") # saves as \"tmp.png\"\n", - "savefig(\"tmp\") # error... can't extract extension\n", - "savefig(\"tmp.png\") # saves as \"tmp.png\"" + "Plots.supportGraphAxes()" ] }, { diff --git a/src/backends/gadfly.jl b/src/backends/gadfly.jl index 736923b7..295263d2 100644 --- a/src/backends/gadfly.jl +++ b/src/backends/gadfly.jl @@ -296,7 +296,7 @@ function addGadflyTicksGuide(gplt, ticks, isx::Bool) 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) +filterGadflyScale(gplt, isx::Bool) = filter!(scale -> scale.vars[1] != (isx ? :x : :y), gplt.scales) function addGadflyLimitsScale(gplt, lims, isx::Bool) lims == :auto && return @@ -345,6 +345,7 @@ function updateGadflyGuides(gplt, d::Dict) haskey(d, :title) && findGuideAndSet(gplt, Gadfly.Guide.title, d[:title]) haskey(d, :xlabel) && findGuideAndSet(gplt, Gadfly.Guide.xlabel, d[:xlabel]) haskey(d, :ylabel) && findGuideAndSet(gplt, Gadfly.Guide.ylabel, d[:ylabel]) + haskey(d, :xlims) && addGadflyLimitsScale(gplt, d[:xlims], true) haskey(d, :ylims) && addGadflyLimitsScale(gplt, d[:ylims], false) haskey(d, :xticks) && addGadflyTicksGuide(gplt, d[:xticks], true) diff --git a/src/backends/unicodeplots.jl b/src/backends/unicodeplots.jl index 5965aa49..110ddad4 100644 --- a/src/backends/unicodeplots.jl +++ b/src/backends/unicodeplots.jl @@ -51,7 +51,7 @@ supportedArgs(::UnicodePlotsPackage) = [ # :yticks, ] supportedAxes(::UnicodePlotsPackage) = [:auto, :left] -supportedTypes(::UnicodePlotsPackage) = [:none, :line, :path, :steppost, :sticks, :scatter, :heatmap, :hexbin, :hist, :bar] +supportedTypes(::UnicodePlotsPackage) = [:none, :line, :path, :steppost, :sticks, :scatter, :heatmap, :hexbin, :hist, :bar, :hline, :vline] supportedStyles(::UnicodePlotsPackage) = [:auto, :solid] supportedMarkers(::UnicodePlotsPackage) = [:none, :auto, :ellipse] @@ -112,7 +112,7 @@ function rebuildUnicodePlot!(plt::Plot) # now use the ! functions to add to the plot for d in sargs - addUnicodeSeries!(o, d, iargs[:legend]) + addUnicodeSeries!(o, d, iargs[:legend], xlim, ylim) end # save the object @@ -121,10 +121,23 @@ end # add a single series -function addUnicodeSeries!(o, d::Dict, addlegend::Bool) +function addUnicodeSeries!(o, d::Dict, addlegend::Bool, xlim, ylim) # get the function, or special handling for step/bar/hist lt = d[:linetype] + + # handle hline/vline separately + if lt in (:hline,:vline) + for yi in d[:y] + if lt == :hline + UnicodePlots.lineplot!(o, xlim, [yi,yi]) + else + UnicodePlots.lineplot!(o, [yi,yi], ylim) + end + end + return + end + stepstyle = :post if lt == :path func = UnicodePlots.lineplot! diff --git a/src/utils.jl b/src/utils.jl index f3aaa54a..aa77b76c 100644 --- a/src/utils.jl +++ b/src/utils.jl @@ -209,6 +209,30 @@ extendSeriesData(v::AVec, z) = (push!(v, z); v) extendSeriesData(v::AVec, z::AVec) = (append!(v, z); v) +# --------------------------------------------------------------- + +function supportGraph(allvals, func) + vals = reverse(allvals) + x = ASCIIString[] + y = ASCIIString[] + for b in backends() + supported = func(Plots.backendInstance(b)) + for val in vals + if val in supported + push!(x, string(b)) + push!(y, string(val)) + end + end + end + scatter(x,y, m=:rect, ms=10, size=(300,100+18*length(vals)), leg=false) +end + +supportGraphArgs() = supportGraph(_allArgs, supportedArgs) +supportGraphTypes() = supportGraph(_allTypes, supportedTypes) +supportGraphStyles() = supportGraph(_allStyles, supportedStyles) +supportGraphMarkers() = supportGraph(_allMarkers, supportedMarkers) +supportGraphAxes() = supportGraph(_allAxes, supportedAxes) + # ---------------------------------------------------------------