{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"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"
]
},
{
"data": {
"text/plain": [
"old_pick_colors (generic function with 1 method)"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"using Plots\n",
"function old_pick_colors(grad,n)\n",
" grad=colorscheme(grad)\n",
" RGB[getColorZ(grad,z) for z in Plots.getpctrange(n)]\n",
"end"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/svg+xml": [
"\n",
"\n",
""
],
"text/plain": [
"19-element Array{ColorTypes.RGB{FixedPointNumbers.UfixedBase{UInt8,8}},1}:\n",
" RGB{U8}(1.0,0.608,1.0) \n",
" RGB{U8}(0.0,1.0,1.0) \n",
" RGB{U8}(0.914,0.514,0.0) \n",
" RGB{U8}(0.0,0.522,1.0) \n",
" RGB{U8}(0.0,0.569,0.0) \n",
" RGB{U8}(0.914,0.0,0.412) \n",
" RGB{U8}(0.0,0.518,0.765) \n",
" RGB{U8}(0.976,1.0,0.055) \n",
" RGB{U8}(0.596,0.0,0.0) \n",
" RGB{U8}(0.953,0.988,1.0) \n",
" RGB{U8}(0.0,0.063,0.706) \n",
" RGB{U8}(0.306,0.188,0.0) \n",
" RGB{U8}(0.0,0.271,0.82) \n",
" RGB{U8}(0.718,0.576,0.584)\n",
" RGB{U8}(0.0,0.231,0.125) \n",
" RGB{U8}(0.0,0.867,1.0) \n",
" RGB{U8}(0.596,0.714,0.651)\n",
" RGB{U8}(0.38,0.0,0.0) \n",
" RGB{U8}(0.0,0.11,0.0) "
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# without specifying the background color, you get colors that are hard to see\n",
"cols = distinguishable_colors(20)[2:end]"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/svg+xml": [
"\n",
"\n",
""
],
"text/plain": [
"19-element Array{ColorTypes.RGB{FixedPointNumbers.UfixedBase{UInt8,8}},1}:\n",
" RGB{U8}(0.38,0.0,0.027) \n",
" RGB{U8}(0.0,0.169,0.173) \n",
" RGB{U8}(0.569,0.231,0.0) \n",
" RGB{U8}(0.0,0.388,1.0) \n",
" RGB{U8}(0.0,0.569,0.0) \n",
" RGB{U8}(1.0,0.0,0.553) \n",
" RGB{U8}(0.0,0.675,0.925) \n",
" RGB{U8}(0.098,0.055,0.0) \n",
" RGB{U8}(1.0,0.478,0.0) \n",
" RGB{U8}(0.0,0.0,0.169) \n",
" RGB{U8}(0.808,0.639,1.0) \n",
" RGB{U8}(0.922,0.745,0.0) \n",
" RGB{U8}(0.0,0.816,1.0) \n",
" RGB{U8}(0.42,0.298,0.302)\n",
" RGB{U8}(0.0,1.0,0.816) \n",
" RGB{U8}(0.0,0.294,0.78) \n",
" RGB{U8}(0.18,0.286,0.235)\n",
" RGB{U8}(1.0,0.627,0.788) \n",
" RGB{U8}(0.722,1.0,0.294) "
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# ugly, plus many similar, but at least you can see them\n",
"cols = distinguishable_colors(20,colorant\"white\")[2:end]"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/svg+xml": [
"\n",
"\n",
""
],
"text/plain": [
"100-element Array{ColorTypes.RGB{T<:Union{AbstractFloat,FixedPointNumbers.FixedPoint}},1}:\n",
" RGB{Float64}(0.0,0.0,0.9) \n",
" RGB{Float64}(0.0162408,0.0,0.879877)\n",
" RGB{Float64}(0.0324817,0.0,0.859754)\n",
" RGB{Float64}(0.0487225,0.0,0.839632)\n",
" RGB{Float64}(0.0649634,0.0,0.819509)\n",
" RGB{Float64}(0.0812042,0.0,0.799386)\n",
" RGB{Float64}(0.097445,0.0,0.779263) \n",
" RGB{Float64}(0.113686,0.0,0.75914) \n",
" RGB{Float64}(0.129927,0.0,0.739018) \n",
" RGB{Float64}(0.146168,0.0,0.718895) \n",
" RGB{Float64}(0.162408,0.0,0.698772) \n",
" RGB{Float64}(0.178649,0.0,0.678649) \n",
" RGB{Float64}(0.19489,0.0,0.658526) \n",
" ⋮ \n",
" RGB{Float64}(0.9,0.243137,0.0) \n",
" RGB{Float64}(0.9,0.221034,0.0) \n",
" RGB{Float64}(0.9,0.19893,0.0) \n",
" RGB{Float64}(0.9,0.176827,0.0) \n",
" RGB{Float64}(0.9,0.154724,0.0) \n",
" RGB{Float64}(0.9,0.13262,0.0) \n",
" RGB{Float64}(0.9,0.110517,0.0) \n",
" RGB{Float64}(0.9,0.0884135,0.0) \n",
" RGB{Float64}(0.9,0.0663102,0.0) \n",
" RGB{Float64}(0.9,0.0442068,0.0) \n",
" RGB{Float64}(0.9,0.0221034,0.0) \n",
" RGB{Float64}(0.9,0.0,0.0) "
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# this is the default gradient used as the base for color picking now\n",
"rainbow = colorscheme(:darkrainbow)\n",
"RGB[getColorZ(rainbow,z) for z in linspace(0,1,100)]"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/svg+xml": [
"\n",
"\n",
""
],
"text/plain": [
"100-element Array{ColorTypes.RGB{T<:Union{AbstractFloat,FixedPointNumbers.FixedPoint}},1}:\n",
" RGB{U8}(0.0,0.0,0.545) \n",
" RGB{Float64}(0.0338021,0.0,0.542193)\n",
" RGB{Float64}(0.0676041,0.0,0.539288)\n",
" RGB{Float64}(0.101406,0.0,0.536383) \n",
" RGB{Float64}(0.135208,0.0,0.533479) \n",
" RGB{Float64}(0.16901,0.0,0.530574) \n",
" RGB{Float64}(0.202812,0.0,0.527669) \n",
" RGB{Float64}(0.236615,0.0,0.524764) \n",
" RGB{Float64}(0.270417,0.0,0.521859) \n",
" RGB{Float64}(0.304219,0.0,0.518954) \n",
" RGB{Float64}(0.338021,0.0,0.516049) \n",
" RGB{Float64}(0.371823,0.0,0.513145) \n",
" RGB{Float64}(0.405625,0.0,0.51024) \n",
" ⋮ \n",
" RGB{Float64}(0.71358,0.239651,0.0) \n",
" RGB{Float64}(0.698264,0.217865,0.0) \n",
" RGB{Float64}(0.682947,0.196078,0.0) \n",
" RGB{Float64}(0.667631,0.174292,0.0) \n",
" RGB{Float64}(0.652314,0.152505,0.0) \n",
" RGB{Float64}(0.636997,0.130719,0.0) \n",
" RGB{Float64}(0.621681,0.108932,0.0) \n",
" RGB{Float64}(0.606364,0.087146,0.0) \n",
" RGB{Float64}(0.591048,0.0653595,0.0)\n",
" RGB{Float64}(0.575731,0.043573,0.0) \n",
" RGB{Float64}(0.560415,0.0217865,0.0)\n",
" RGB{Float64}(0.545098,0.0,0.0) "
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# what if we change the scaling of that gradient?\n",
"# see how we compressed the blues, and added darkened yellows\n",
"new_colorgradient = colorscheme([colorant\"darkblue\", colorant\"purple\", colorant\"darkgreen\", \n",
" Plots.darken(colorant\"yellow\",0.3), colorant\"orange\", colorant\"darkred\"], \n",
" [0, 0.15, 0.3, 0.45, 0.7, 1.0])\n",
"RGB[getColorZ(new_colorgradient,z) for z in linspace(0,1,100)]"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"new_pick_colors (generic function with 1 method)"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# a different method to choose from the gradient\n",
"function new_get_zvalues(n::Int)\n",
" offsets = Plots.getpctrange(ceil(Int,n/4)+1)/4\n",
" offsets = vcat(offsets[1], offsets[3:end])\n",
" zvalues = Float64[]\n",
" for offset in offsets\n",
" append!(zvalues, offset + [0.0, 0.5, 0.25, 0.75])\n",
" end\n",
" vcat(zvalues[1], 1.0, zvalues[2:n-1])\n",
"end\n",
"\n",
"# and a method to display the colors we will choose\n",
"function new_pick_colors(grad,n)\n",
" grad=colorscheme(grad)\n",
" RGB[getColorZ(grad,z) for z in new_get_zvalues(n)]\n",
"end"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/svg+xml": [
"\n",
"\n",
""
],
"text/plain": [
"19-element Array{ColorTypes.RGB{T<:Union{AbstractFloat,FixedPointNumbers.FixedPoint}},1}:\n",
" RGB{Float64}(0.0,0.0,0.9) \n",
" RGB{Float64}(0.9,0.0,0.0) \n",
" RGB{Float64}(0.0,0.401961,0.0) \n",
" RGB{Float64}(0.401961,0.0,0.401961) \n",
" RGB{Float64}(0.9,0.547059,0.0) \n",
" RGB{Float64}(0.20098,0.0,0.65098) \n",
" RGB{Float64}(0.20098,0.20098,0.20098) \n",
" RGB{Float64}(0.45,0.47451,0.0) \n",
" RGB{Float64}(0.9,0.273529,0.0) \n",
" RGB{Float64}(0.10049,0.0,0.77549) \n",
" RGB{Float64}(0.301471,0.0,0.526471) \n",
" RGB{Float64}(0.301471,0.10049,0.301471)\n",
" RGB{Float64}(0.10049,0.301471,0.10049) \n",
" RGB{Float64}(0.225,0.438235,0.0) \n",
" RGB{Float64}(0.675,0.510784,0.0) \n",
" RGB{Float64}(0.9,0.410294,0.0) \n",
" RGB{Float64}(0.9,0.136765,0.0) \n",
" RGB{Float64}(0.0502451,0.0,0.837745) \n",
" RGB{Float64}(0.150735,0.0,0.713235) "
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# old gradient with old color picker\n",
"# better (IMO) than the distinguishable_colors... first 5 colors are good, but then it gets worse\n",
"# NOTE: this is the current default palette\n",
"old_pick_colors(:darkrainbow,19)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"offsets = [0.0,0.125,0.0625,0.1875,0.03125]"
]
},
{
"data": {
"image/svg+xml": [
"\n",
"\n",
""
],
"text/plain": [
"19-element Array{ColorTypes.RGB{T<:Union{AbstractFloat,FixedPointNumbers.FixedPoint}},1}:\n",
" RGB{Float64}(0.0,0.0,0.9) \n",
" RGB{Float64}(0.9,0.0,0.0) \n",
" RGB{Float64}(0.0,0.401961,0.0) \n",
" RGB{Float64}(0.401961,0.0,0.401961) \n",
" RGB{Float64}(0.9,0.547059,0.0) \n",
" RGB{Float64}(0.20098,0.0,0.65098) \n",
" RGB{Float64}(0.45,0.47451,0.0) \n",
" RGB{Float64}(0.20098,0.20098,0.20098) \n",
" RGB{Float64}(0.9,0.273529,0.0) \n",
" RGB{Float64}(0.10049,0.0,0.77549) \n",
" RGB{Float64}(0.225,0.438235,0.0) \n",
" RGB{Float64}(0.301471,0.10049,0.301471)\n",
" RGB{Float64}(0.9,0.410294,0.0) \n",
" RGB{Float64}(0.301471,0.0,0.526471) \n",
" RGB{Float64}(0.675,0.510784,0.0) \n",
" RGB{Float64}(0.10049,0.301471,0.10049) \n",
" RGB{Float64}(0.9,0.136765,0.0) \n",
" RGB{Float64}(0.0502451,0.0,0.837745) \n",
" RGB{Float64}(0.1125,0.420098,0.0) "
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# old gradient with the new color picker... colors are the same but ordering is different\n",
"new_pick_colors(rainbow, 19)"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"collapsed": false,
"scrolled": true
},
"outputs": [
{
"data": {
"image/svg+xml": [
"\n",
"\n",
""
],
"text/plain": [
"19-element Array{ColorTypes.RGB{T<:Union{AbstractFloat,FixedPointNumbers.FixedPoint}},1}:\n",
" RGB{U8}(0.0,0.0,0.545) \n",
" RGB{Float64}(0.545098,0.0,0.0) \n",
" RGB{Float64}(0.76,0.689412,0.0) \n",
" RGB{Float64}(0.16732,0.261438,0.16732) \n",
" RGB{Float64}(0.924183,0.539216,0.0) \n",
" RGB{Float64}(0.418301,0.0,0.50915) \n",
" RGB{Float64}(0.35,0.546078,0.0) \n",
" RGB{Float64}(0.91,0.662941,0.0) \n",
" RGB{Float64}(0.734641,0.269608,0.0) \n",
" RGB{Float64}(0.20915,0.0,0.527124) \n",
" RGB{Float64}(0.376471,0.0980392,0.376471)\n",
" RGB{Float64}(0.0583333,0.41781,0.0) \n",
" RGB{Float64}(0.641667,0.674346,0.0) \n",
" RGB{Float64}(0.835,0.676176,0.0) \n",
" RGB{Float64}(0.985,0.649706,0.0) \n",
" RGB{Float64}(0.829412,0.404412,0.0) \n",
" RGB{Float64}(0.639869,0.134804,0.0) \n",
" RGB{Float64}(0.104575,0.0,0.536111) \n",
" RGB{Float64}(0.313725,0.0,0.518137) "
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# the new gradient with the old color picker... darker, with less blue\n",
"old_pick_colors(new_colorgradient, 19)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/svg+xml": [
"\n",
"\n",
""
],
"text/plain": [
"19-element Array{ColorTypes.RGB{T<:Union{AbstractFloat,FixedPointNumbers.FixedPoint}},1}:\n",
" RGB{U8}(0.0,0.0,0.545) \n",
" RGB{Float64}(0.545098,0.0,0.0) \n",
" RGB{Float64}(0.76,0.689412,0.0) \n",
" RGB{Float64}(0.16732,0.261438,0.16732) \n",
" RGB{Float64}(0.924183,0.539216,0.0) \n",
" RGB{Float64}(0.418301,0.0,0.50915) \n",
" RGB{Float64}(0.91,0.662941,0.0) \n",
" RGB{Float64}(0.35,0.546078,0.0) \n",
" RGB{Float64}(0.734641,0.269608,0.0) \n",
" RGB{Float64}(0.20915,0.0,0.527124) \n",
" RGB{Float64}(0.835,0.676176,0.0) \n",
" RGB{Float64}(0.0583333,0.41781,0.0) \n",
" RGB{Float64}(0.829412,0.404412,0.0) \n",
" RGB{Float64}(0.376471,0.0980392,0.376471)\n",
" RGB{Float64}(0.985,0.649706,0.0) \n",
" RGB{Float64}(0.641667,0.674346,0.0) \n",
" RGB{Float64}(0.639869,0.134804,0.0) \n",
" RGB{Float64}(0.104575,0.0,0.536111) \n",
" RGB{Float64}(0.7975,0.682794,0.0) "
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# new gradient with the new color picker\n",
"new_pick_colors(new_colorgradient, 19)"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"Plot{Plots.PyPlotPackage() n=5}"
]
},
"execution_count": 25,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# plot a few colors (it's important that these look ok)\n",
"pyplot()\n",
"default(size=(600,400))\n",
"plot(Plots.fakedata(50,5)/3 .+ reverse(1:5)', l=(3, new_pick_colors(new_colorgradient, 19)'))"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"Plot{Plots.PyPlotPackage() n=20}"
]
},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# plot many colors (no hue should dominate your attention)\n",
"plot(Plots.fakedata(50,20)/3 .+ reverse(1:20)', l=(3, new_pick_colors(new_colorgradient, 19)'))"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"1000"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# notice that we have unlimited unique colors this way\n",
"colors = new_pick_colors(new_colorgradient, 1000)\n",
"length(unique(colors))"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Julia 0.4.0-rc4",
"language": "julia",
"name": "julia-0.4"
},
"language_info": {
"file_extension": ".jl",
"mimetype": "application/julia",
"name": "julia",
"version": "0.4.0"
}
},
"nbformat": 4,
"nbformat_minor": 0
}