{
"cells": [
{
"cell_type": "code",
"execution_count": 32,
"id": "4bf7859d",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[32m\u001b[1m Activating\u001b[22m\u001b[39m project at `~/Documents/thesis/ridepooling_simulations`\n"
]
}
],
"source": [
"using Pkg\n",
"Pkg.activate(\".\")\n",
"using RidePooling\n",
"RP = RidePooling\n",
"using RidePooling_eval\n",
"EV = RidePooling_eval\n",
"using Plots\n",
"using LaTeXStrings"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "8c78fcb3",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"\"./Playing field/drive_and_wait/anywt1.model\""
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"name = \"./Playing field/drive_and_wait/anywt1.model\"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "098aee28",
"metadata": {},
"outputs": [],
"source": [
"\n"
]
},
{
"cell_type": "code",
"execution_count": 38,
"id": "caca3910",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Dict{Symbol, Vector{Any}}(:drive_and_wait => [:even, 2.5157499999999997, Random.MersenneTwister(42, (0, 100200, 99198, 802))])\n"
]
}
],
"source": [
"println(model.random_gens)"
]
},
{
"cell_type": "code",
"execution_count": 35,
"id": "c522a1a9",
"metadata": {},
"outputs": [
{
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},
"execution_count": 35,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"\n"
]
},
{
"cell_type": "code",
"execution_count": 71,
"id": "a8dcecc6",
"metadata": {},
"outputs": [],
"source": [
"Δ = 0.1\n",
"A = 0\n",
"B = 1\n",
"bins = A:Δ:B\n",
"print()"
]
},
{
"cell_type": "code",
"execution_count": 72,
"id": "99a70e2f",
"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\""
]
},
"execution_count": 72,
"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, :brown]\n",
"paretoParams = [:served, :delay]\n",
"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",
"execution_count": 79,
"id": "8575e920",
"metadata": {},
"outputs": [
{
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]
},
"execution_count": 79,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"plot()\n",
"c = 1\n",
"for dt_type in dt_types\n",
" for re in rejections\n",
" name = path *\"/\" *dt_type*\"/\" *re *\".model\"\n",
" request_bins = [[] for bin in bins]\n",
" model = RP.loadmodel(name)\n",
" \n",
" requests = model.requests\n",
" for req in requests\n",
" dt = req.dt_earliest_pickup\n",
" \n",
" i = trunc(Int, dt/Δ) +1\n",
" if i <= length(request_bins)\n",
" push!(request_bins[i], req)\n",
" end\n",
" end\n",
" y = [mean(:served, reqs) for reqs in request_bins]\n",
" label = nomen[dt_type] * \" \" * nomen[re]\n",
" plot!(bins, y, color=colors[c], label=label, legend=:bottomleft)\n",
" \n",
" c += 1\n",
" end\n",
"end\n",
"xlabel!(\"Actual Δt\")\n",
"ylabel!(\"served percentage \" * L\"p_{serv}\")\n"
]
},
{
"cell_type": "code",
"execution_count": 75,
"id": "dd586f97",
"metadata": {},
"outputs": [],
"source": [
"savefig(\"pserv_act_dt.png\")"
]
},
{
"cell_type": "code",
"execution_count": 80,
"id": "e82b188f",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"┌────────────┬──────────┬─────────────┬─────────────┬───────────────────┬──────────────┬────────────────┬────────────────┐\n",
"│\u001b[33;1m request id \u001b[0m│\u001b[33;1m bus id \u001b[0m│\u001b[33;1m direct time \u001b[0m│\u001b[33;1m submit time \u001b[0m│\u001b[33;1m t_earliest_pickup \u001b[0m│\u001b[33;1m waiting time \u001b[0m│\u001b[33;1m detour factor \u001b[0m│\u001b[33;1m extra time \u001b[0m│\n",
"│\u001b[34m \u001b[0m│\u001b[34m \u001b[0m│\u001b[34m (t0) \u001b[0m│\u001b[34m (t0) \u001b[0m│\u001b[34m (t0) \u001b[0m│\u001b[34m (t0) \u001b[0m│\u001b[34m (direct times) \u001b[0m│\u001b[34m (direct times) \u001b[0m│\n",
"├────────────┼──────────┼─────────────┼─────────────┼───────────────────┼──────────────┼────────────────┼────────────────┤\n",
"│ 99980 │\u001b[31;1m rejected \u001b[0m│ 0.3 │ 4903.9 │ 4903.9 │\u001b[33;1m \u001b[0m│ │ │\n",
"│ 99981 │\u001b[31;1m rejected \u001b[0m│ 0.3 │ 4903.9 │ 4903.9 │\u001b[33;1m \u001b[0m│ │ │\n",
"│ 99982 │\u001b[31;1m rejected \u001b[0m│ 0.2 │ 4903.9 │ 4903.9 │\u001b[33;1m \u001b[0m│ │ │\n",
"│ 99983 │\u001b[31;1m rejected \u001b[0m│ 0.8 │ 4904.2 │ 4904.2 │\u001b[33;1m \u001b[0m│ │ │\n",
"│ 99984 │\u001b[31;1m rejected \u001b[0m│ 1.0 │ 4904.2 │ 4904.2 │\u001b[33;1m \u001b[0m│ │ │\n",
"│ 99985 │\u001b[31;1m rejected \u001b[0m│ 0.7 │ 4904.4 │ 4904.4 │\u001b[33;1m \u001b[0m│ │ │\n",
"│ 99986 │\u001b[31;1m rejected \u001b[0m│ 0.5 │ 4904.4 │ 4904.4 │\u001b[33;1m \u001b[0m│ │ │\n",
"│ 99987 │\u001b[31;1m rejected \u001b[0m│ 0.2 │ 4904.5 │ 4904.5 │\u001b[33;1m \u001b[0m│ │ │\n",
"│ 99988 │\u001b[31;1m rejected \u001b[0m│ 0.2 │ 4904.7 │ 4904.7 │\u001b[33;1m \u001b[0m│ │ │\n",
"│ 99989 │\u001b[31;1m rejected \u001b[0m│ 0.3 │ 4904.7 │ 4904.7 │\u001b[33;1m \u001b[0m│ │ │\n",
"│ 99990 │\u001b[31;1m rejected \u001b[0m│ 0.8 │ 4904.7 │ 4904.7 │\u001b[33;1m \u001b[0m│ │ │\n",
"│ 99991 │\u001b[31;1m rejected \u001b[0m│ 0.1 │ 4904.7 │ 4904.7 │\u001b[33;1m \u001b[0m│ │ │\n",
"│ 99992 │\u001b[31;1m rejected \u001b[0m│ 0.3 │ 4904.8 │ 4904.8 │\u001b[33;1m \u001b[0m│ │ │\n",
"│ 99993 │\u001b[31;1m rejected \u001b[0m│ 0.1 │ 4904.8 │ 4904.8 │\u001b[33;1m \u001b[0m│ │ │\n",
"│ 99994 │\u001b[31;1m rejected \u001b[0m│ 0.5 │ 4904.8 │ 4904.8 │\u001b[33;1m \u001b[0m│ │ │\n",
"│ 99995 │\u001b[31;1m rejected \u001b[0m│ 0.6 │ 4904.8 │ 4904.8 │\u001b[33;1m \u001b[0m│ │ │\n",
"│ 99996 │\u001b[31;1m rejected \u001b[0m│ 0.8 │ 4904.9 │ 4904.9 │\u001b[33;1m \u001b[0m│ │ │\n",
"│ 99997 │\u001b[31;1m rejected \u001b[0m│ 0.4 │ 4904.9 │ 4904.9 │\u001b[33;1m \u001b[0m│ │ │\n",
"│ 99998 │\u001b[31;1m rejected \u001b[0m│ 0.6 │ 4905.1 │ 4905.1 │\u001b[33;1m \u001b[0m│ │ │\n",
"│ 99999 │\u001b[31;1m rejected \u001b[0m│ 0.5 │ 4905.1 │ 4905.1 │\u001b[33;1m \u001b[0m│ │ │\n",
"│ 100000 │ 0 │ 0.1 │ 4905.2 │ 4905.2 │\u001b[33;1m \u001b[0m│ │ │\n",
"└────────────┴──────────┴─────────────┴─────────────┴───────────────────┴──────────────┴────────────────┴────────────────┘\n",
"┌────────┬────────────┬────────────┐\n",
"│\u001b[33;1m bus id \u001b[0m│\u001b[33;1m passengers \u001b[0m│\u001b[33;1m to do list \u001b[0m│\n",
"├────────┼────────────┼────────────┤\n",
"│ 1 │ │ │\n",
"│ 2 │ │ │\n",
"│ 3 │ │ │\n",
"│ 4 │ │ │\n",
"│ 5 │ │ │\n",
"│ 6 │ │ │\n",
"│ 7 │ │ │\n",
"│ 8 │ │ │\n",
"│ 9 │ │ │\n",
"│ 10 │ │ │\n",
"└────────┴────────────┴────────────┘\n"
]
},
{
"data": {
"text/plain": [
"1-element Vector{Tuple{Symbol, Int64, Float64}}:\n",
" (:request, 100000, 4905.180240681331)"
]
},
"execution_count": 80,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"name = \"Playing field/resubmission/standart.model\"\n",
"model = RP.loadmodel(name)\n",
"mean(:served, model)\n",
"RP.report(model)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "07ae2449",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Julia 1.7.1",
"language": "julia",
"name": "julia-1.7"
},
"language_info": {
"file_extension": ".jl",
"mimetype": "application/julia",
"name": "julia",
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