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"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"┌ Info: Precompiling GR_jll [d2c73de3-f751-5644-a686-071e5b155ba9]\n",
"└ @ Base loading.jl:1423\n"
]
}
],
"source": [
"# Plot two colums against each other\n",
"x = results[!, :served]\n",
"y = results[!, :delay]\n",
"plot(x, y)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "46e8cbf3",
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"metadata": {},
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{
"name": "stdout",
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"text": [
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:now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now, :now]\n",
"1600, 1600, 1600\n"
]
},
{
"ename": "LoadError",
"evalue": "Cannot convert Symbol to series data for plotting",
"output_type": "error",
"traceback": [
"Cannot convert Symbol to series data for plotting",
"",
"Stacktrace:",
" [1] error(s::String)",
" @ Base ./error.jl:33",
" [2] _prepare_series_data(x::Symbol)",
" @ RecipesPipeline ~/.julia/packages/RecipesPipeline/Bxu2O/src/series.jl:8",
" [3] _series_data_vector(x::Symbol, plotattributes::Dict{Symbol, Any})",
" @ RecipesPipeline ~/.julia/packages/RecipesPipeline/Bxu2O/src/series.jl:27",
" [4] (::RecipesPipeline.var\"#29#32\"{Dict{Symbol, Any}})(vi::Symbol)",
" @ RecipesPipeline ./none:0",
" [5] iterate",
" @ ./generator.jl:47 [inlined]",
" [6] _series_data_vector(v::Vector{Symbol}, plotattributes::Dict{Symbol, Any})",
" @ RecipesPipeline ~/.julia/packages/RecipesPipeline/Bxu2O/src/series.jl:42",
" [7] macro expansion",
" @ ~/.julia/packages/RecipesPipeline/Bxu2O/src/series.jl:144 [inlined]",
" [8] apply_recipe(plotattributes::AbstractDict{Symbol, Any}, #unused#::Type{RecipesPipeline.SliceIt}, x::Any, y::Any, z::Any)",
" @ RecipesPipeline ~/.julia/packages/RecipesBase/qpxEX/src/RecipesBase.jl:289",
" [9] _process_userrecipes!(plt::Any, plotattributes::Any, args::Any)",
" @ RecipesPipeline ~/.julia/packages/RecipesPipeline/Bxu2O/src/user_recipe.jl:36",
" [10] recipe_pipeline!(plt::Any, plotattributes::Any, args::Any)",
" @ RecipesPipeline ~/.julia/packages/RecipesPipeline/Bxu2O/src/RecipesPipeline.jl:70",
" [11] _plot!(plt::Plots.Plot, plotattributes::Any, args::Any)",
" @ Plots ~/.julia/packages/Plots/iT5yO/src/plot.jl:208",
" [12] plot(::Any, ::Vararg{Any}; kw::Base.Pairs{Symbol, V, Tuple{Vararg{Symbol, N}}, NamedTuple{names, T}} where {V, N, names, T<:Tuple{Vararg{Any, N}}})",
" @ Plots ~/.julia/packages/Plots/iT5yO/src/plot.jl:91",
" [13] scatter(::Any, ::Vararg{Any}; kw::Base.Pairs{Symbol, V, Tuple{Vararg{Symbol, N}}, NamedTuple{names, T}} where {V, N, names, T<:Tuple{Vararg{Any, N}}})",
" @ Plots ~/.julia/packages/RecipesBase/qpxEX/src/RecipesBase.jl:410",
" [14] scatter(::Any, ::Vararg{Any})",
" @ Plots ~/.julia/packages/RecipesBase/qpxEX/src/RecipesBase.jl:410",
" [15] top-level scope",
" @ In[13]:8",
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" [16] eval",
" @ ./boot.jl:373 [inlined]",
" [17] include_string(mapexpr::typeof(REPL.softscope), mod::Module, code::String, filename::String)",
" @ Base ./loading.jl:1196"
]
}
],
"source": [
"# Plot two colums against each other with coloring of a thirs\n",
"x = results.travelling_time\n",
"y = results.served\n",
"z = results.request_type\n",
"println(z)\n",
"println(\"$(length(x)), $(length(y)), $(length(z))\")\n",
"\n",
"scatter(x, z) #, marker_z = z)\n",
"xlabel!(\"travelling_time\")\n",
"ylabel!(\"Served\")\n"
]
},
{
"cell_type": "markdown",
"id": "30ff0123",
"metadata": {},
"source": [
"# Pareto Fronts"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "ad8b688f",
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"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"paretoCheck (generic function with 2 methods)"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"#Plot Paretho front\n",
"function paretoCheck(x, paretoParams, pointcloud, better= <=)\n",
" # Usage: filter(x->parethoCheck(x, pointcloud), pointcloud)\n",
" for p in pointcloud\n",
" for p in parethoParams\n",
" row = \n",
" end\n",
" sum(better.(p,x)) == length(x) ? (return false) : nothing\n",
" end\n",
" return true\n",
"end\n",
"\n",
"#gib true zurück, wenn ein x_i besser ist als das entsprechende p_i für alle p_s, wo die reslichen p_j schlechter sind\n",
"# Paretho Optimal: x ist in einer Richtung besser, als alle, die in anderen Richtungen besser sind.\n",
"# Oder wenn ich einen Punkt finde, der in mehr als einer Richtung besser ist als x, dann ist \n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "9020fbc8",
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"metadata": {},
"outputs": [],
"source": [
"paretoPoints = []\n",
"paretoParams = [:served, :travelling_time]\n",
"\n",
"\n",
"for row in results\n",
" if paretoCheck(row, paretoParams, results)\n",
" push!(paretoPoints, row)\n",
" end\n",
"end\n",
"paretoDf = DataFrame(paretoPoints[1])\n",
"for row in paretoPoints\n",
" push!(paretoDf, row)\n",
"end\n",
"x = paretoDf[!, paretoParams[1]]\n",
"y = paretoDf[!, paretoParams[2]]\n",
"plot(x, y)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Julia 1.7.1",
"language": "julia",
"name": "julia-1.7"
},
"language_info": {
"file_extension": ".jl",
"mimetype": "application/julia",
"name": "julia",
"version": "1.7.1"