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      ]
     },
     "execution_count": 133,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "paretoPoints = []\n",
    "\n",
    "for row in eachrow(results2)\n",
    "    if paretoCheck(row, results2)\n",
    "        push!(paretoPoints, row)\n",
    "    end\n",
    "end\n",
    "paretoDf = DataFrame(paretoPoints)\n",
    "x = getVal.(paretoDf[!, paretoParams[1]])\n",
    "y = getVal.(paretoDf[!, paretoParams[2]])\n",
    "x2 = getVal.(results2[!, paretoParams[1]])\n",
    "y2 = getVal.(results2[!, paretoParams[2]])\n",
    "scatter!(x2, y2, alpha=0.01, color=:blue, markersize=2)\n",
    "plot!(x, y, label = \"resub 1\", color=:blue, legend =:bottomleft, xlim=(0.7,0.9), linewidth=5)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 127,
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    Merge branch 'main' of gitlab.gwdg.de:rhaag/ridepooling_simulations  
    Ruben Haag committed
    13911 
       "id": "d753a319",
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       "metadata": {},
   "outputs": [],
   "source": [
    "savefig(\"Paretho Fronts.png\")"
   ]
  },
  {
   "cell_type": "code",
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    13920 13921 
       "execution_count": 176,
   "id": "aeddabdf",
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       "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Dict{Any, AbstractString} with 6 entries:\n",
       "  \"anywt035\"       => L\"$t_{wait} = 0.35$\"\n",
       "  \"resubmission\"   => \"resub\"\n",
       "  \"anywt1\"         => L\"$t_{wait} = 1$\"\n",
       "  :total_time      => \"Total time \\$t_{total}\\$\"\n",
       "  :served          => \"served percentage \\$p_{served}\\$\"\n",
       "  \"drive_and_wait\" => \"d&w\""
      ]
     },
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    13936 
         "execution_count": 176,
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         "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "path = \"./Playing field/\"\n",
    "rejections = [\"anywt1\", \"anywt035\"]\n",
    "dt_types = [\"resubmission\", \"drive_and_wait\"]\n",
    "colors = [:darkred, :blue, :orange, :darkgreen]\n",
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    13946 
        "paretoParams = [:served, :delay]\n",
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        "nomen = Dict([\"resubmission\"=>\"resub\",\n",
    "        \"drive_and_wait\"=> \"d&w\",\n",
    "        \"anywt1\"=> L\"t_{wait} = 1\",\n",
    "        \"anywt035\"=> L\"t_{wait} = 0.35\",\n",
    "        :served => \"served percentage \" * L\"p_{served}\",\n",
    "        :total_time => \"Total time \" * L\"t_{total}\" ])"
   ]
  },
  {
   "cell_type": "code",
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    Ruben Haag committed
    13957 13958 
       "execution_count": 177,
   "id": "4b6bc19b",
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    current version  
    Ruben Haag committed
    13959 13960 13961 
       "metadata": {},
   "outputs": [
    {
    Ruben Haag's avatar
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         "ename": "LoadError",
     "evalue": "KeyError: key :delay not found",
     "output_type": "error",
     "traceback": [
      "KeyError: key :delay not found",
      "",
      "Stacktrace:",
      " [1] getindex(h::Dict{Any, AbstractString}, key::Symbol)",
      "   @ Base ./dict.jl:481",
      " [2] top-level scope",
      "   @ In[177]:29",
      " [3] eval",
      "   @ ./boot.jl:373 [inlined]",
      " [4] include_string(mapexpr::typeof(REPL.softscope), mod::Module, code::String, filename::String)",
      "   @ Base ./loading.jl:1196"
     ]
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        }
   ],
   "source": [
    "plot()\n",
    "i = 1\n",
    "for dt_type in dt_types\n",
    "    for re in rejections\n",
    "        name = path *\"/\" *dt_type*\"/\" *re *\".df\"\n",
    "        results = deserialize(name)\n",
    "\n",
    "        vanilla = results[2, :]\n",
    "        results = results[2:end, :] \n",
    "        paretoPoints = []\n",
    "\n",
    "        for row in eachrow(results)\n",
    "            if paretoCheck(row, results)\n",
    "                push!(paretoPoints, row)\n",
    "            end\n",
    "        end\n",
    "        paretoDf = DataFrame(sort(paretoPoints, by = x->x[paretoParams[1]],))\n",
    "        x = getVal.(paretoDf[:, paretoParams[1]]) \n",
    "        y = getVal.(paretoDf[:, paretoParams[2]]) / getVal.(vanilla[paretoParams[2]])\n",
    "        x2 = getVal.(results[:, paretoParams[1]]) \n",
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