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@jamesonthecrow
Last active August 29, 2015 14:12
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Calles Router Figures
{
"metadata": {
"name": "RouterChecks"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": "import numpy\nimport matplotlib.pyplot as pyplot\n\nimport router_utils\nreload(router_utils)",
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 62,
"text": "<module 'router_utils' from '/home/jameson/calles/calles/python/router_utils.py'>"
}
],
"prompt_number": 62
},
{
"cell_type": "heading",
"level": 2,
"metadata": {},
"source": "Load Data"
},
{
"cell_type": "code",
"collapsed": false,
"input": "porto_edges = router_utils.LoadRouterEdgeOutput('/home/DATA/calles_data/portugal/porto/vehicle_trips/porto_route_edges.txt')\nlisbon_edges = router_utils.LoadRouterEdgeOutput('/home/DATA/calles_data/portugal/lisbon/vehicle_trips/lisbon_route_edges.txt')\nboston_edges = router_utils.LoadRouterEdgeOutput('/home/DATA/calles_data/boston/vehicle_trips/boston_route_edges.txt')\nrio_edges = router_utils.LoadRouterEdgeOutput('/home/DATA/calles_data/rio/vehicle_trips/rio_route_edges.txt')\nsfbay_edges = router_utils.LoadRouterEdgeOutput('/home/DATA/calles_data/sfbay/vehicle_trips/sfbay_route_edges.txt')\n# eid source target volume capacity voc degree free_travel_time travel_time\nprint list(numpy.max(porto_edges, 0))\nprint list(numpy.max(lisbon_edges, 0))\nprint list(numpy.max(boston_edges, 0))\nprint list(numpy.max(rio_edges, 0))\nprint list(numpy.max(sfbay_edges, 0))",
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": "[15198.0, 8576.0, 8576.0, 13395.799999999999, 10500.0, 4.6842699999999997, 1648.0, 10.598800000000001, 10.6875]\n[28230.0, 16060.0, 16060.0, 23910.900000000001, 20250.0, 6.30206, 191.0, 25.811599999999999, 54.144399999999997]\n[54918.0, 25705.0, 25705.0, 23309.599999999999, 11750.0, 4.1772299999999998, 536.0, 8.7565600000000003, 8.7565600000000003]\n[48769.0, 25847.0, 25847.0, 39120.300000000003, 15750.0, 28.840699999999998, 510.0, 74.191999999999993, 24364.599999999999]\n[75842.0, 40155.0, 40155.0, 47800.400000000001, 18000.0, 12.1899, 965.0, 36.749299999999998, 3157.6100000000001]\n"
}
],
"prompt_number": 63
},
{
"cell_type": "heading",
"level": 2,
"metadata": {},
"source": "VOC"
},
{
"cell_type": "code",
"collapsed": false,
"input": "ax = router_utils.PlotEdgeAttributeDistribution(porto_edges[:, 5], \n xlabel='Volume over Capacity, V/C',\n ylabel='P(V/C)',\n label='Porto',\n loglog=True)\n\nax = router_utils.PlotEdgeAttributeDistribution(lisbon_edges[:, 5],\n ax=ax,\n xlabel='Volume over Capacity, V/C',\n ylabel='P(V/C)',\n label='Lisbon',\n color='r',\n loglog=True)\n\nax = router_utils.PlotEdgeAttributeDistribution(boston_edges[:, 5],\n ax=ax,\n xlabel='Volume over Capacity, V/C',\n ylabel='P(V/C)',\n label='Boston',\n color='b',\n loglog=True)\n\nax = router_utils.PlotEdgeAttributeDistribution(rio_edges[:, 5],\n ax=ax,\n xlabel='Volume over Capacity, V/C',\n ylabel='P(V/C)',\n label='Rio',\n color='g',\n loglog=True)\n\nax = router_utils.PlotEdgeAttributeDistribution(sfbay_edges[:, 5],\n ax=ax,\n xlabel='Volume over Capacity, V/C',\n ylabel='P(V/C)',\n label='SF Bay',\n color='c',\n loglog=True)",
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "display_data",
"png": 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i13R17swJa1tSX6vUPXBhIM7zV/L5nNf561BPlicmklehj4r9ynB6/30EddpV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\n"
}
],
"prompt_number": 59
},
{
"cell_type": "heading",
"level": 2,
"metadata": {},
"source": "Volume"
},
{
"cell_type": "code",
"collapsed": false,
"input": "ax = router_utils.PlotEdgeAttributeDistribution(porto_edges[:, 3], \n xlabel='Volume, V',\n ylabel='P(V)',\n label='Porto',\n loglog=True)\n\nax = router_utils.PlotEdgeAttributeDistribution(lisbon_edges[:, 3],\n ax=ax,\n xlabel='Volume, V',\n ylabel='P(V)',\n label='Lisbon',\n color='r',\n loglog=True)\n\nax = router_utils.PlotEdgeAttributeDistribution(boston_edges[:, 3],\n ax=ax,\n xlabel='Volume, V',\n ylabel='P(V)',\n label='Boston',\n color='b',\n loglog=True)\n\nax = router_utils.PlotEdgeAttributeDistribution(rio_edges[:, 3],\n ax=ax,\n xlabel='Volume, V',\n ylabel='P(V)',\n label='Rio',\n color='g',\n loglog=True)\n\nax = router_utils.PlotEdgeAttributeDistribution(sfbay_edges[:, 3],\n ax=ax,\n xlabel='Volume, V',\n ylabel='P(V)',\n label='SF Bay',\n color='c',\n loglog=True)",
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "display_data",
"png": 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reHz042zO/oG/kvJZ3H8rg30zCVgZgNqtfAfVem9rWita8/hIT+33fPt2/s7I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\niUJERAJSohARkYCUKEREJKD/A1un8kcqpCgHAAAAAElFTkSuQmCC\n"
}
],
"prompt_number": 58
},
{
"cell_type": "heading",
"level": 2,
"metadata": {},
"source": "BiPartite"
},
{
"cell_type": "code",
"collapsed": false,
"input": "reload(router_utils)\nporto_bipartite = router_utils.LoadBipartiteUsageNetwork('/home/DATA/calles_data/portugal/porto/vehicle_trips/porto_route_usage.txt')",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 92
},
{
"cell_type": "code",
"collapsed": false,
"input": "lisbon_bipartite = router_utils.LoadBipartiteUsageNetwork('/home/DATA/calles_data/portugal/lisbon/vehicle_trips/lisbon_route_usage.txt')\nboston_bipartite = router_utils.LoadBipartiteUsageNetwork('/home/DATA/calles_data/boston/vehicle_trips/boston_route_usage.txt')\nrio_bipartite = router_utils.LoadBipartiteUsageNetwork('/home/DATA/calles_data/rio/vehicle_trips/rio_route_usage.txt')\nsfbay_bipartite = router_utils.LoadBipartiteUsageNetwork('/home/DATA/calles_data/sfbay/vehicle_trips/sfbay_route_usage.txt')",
"language": "python",
"metadata": {},
"outputs": []
},
{
"cell_type": "code",
"collapsed": false,
"input": "len(porto_bipartite[1])",
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 118,
"text": "254"
}
],
"prompt_number": 118
},
{
"cell_type": "code",
"collapsed": false,
"input": "reload(router_utils)\nfit = False\nloglog = True\nax = router_utils.PlotTractDegreeDistribution(porto_bipartite, nbins=20, fit=fit, loglog=loglog, label='Porto')\nax = router_utils.PlotTractDegreeDistribution(lisbon_bipartite, ax=ax, nbins=20, color='r', fit=fit, loglog=loglog, label='Lisbon')\nax = router_utils.PlotTractDegreeDistribution(boston_bipartite, ax=ax, nbins=20, color='b', fit=fit, loglog=loglog, label='Boston')\nax = router_utils.PlotTractDegreeDistribution(rio_bipartite, ax=ax, nbins=20, color='g', fit=fit, loglog=loglog, label='Rio')\nax = router_utils.PlotTractDegreeDistribution(sfbay_bipartite, ax=ax, nbins=20, color='c', fit=fit, loglog=loglog, label='SF Bay',\n xlabel=r'$k_{tract}$', ylabel=r'$P(k_{tract})$', legend=True )",
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "display_data",
"png": 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mzAnRu/JDUInN/bRy5UpKTk5239+2bRvp9XoiIiouLiZzG/soWCwWslgsVFBQ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\nYMEYY6xd/w/8AGasCK+4ywAAAABJRU5ErkJggg==\n"
}
],
"prompt_number": 120
},
{
"cell_type": "code",
"collapsed": false,
"input": "reload(router_utils)\nfit = False\nloglog = True\nax = router_utils.PlotRoadDegreeDistribution(porto_bipartite, nbins=20, fit=fit, loglog=loglog, label='Porto')\nax = router_utils.PlotRoadDegreeDistribution(lisbon_bipartite, ax=ax, nbins=20, color='r', fit=fit, loglog=loglog, label='Lisbon')\nax = router_utils.PlotRoadDegreeDistribution(boston_bipartite, ax=ax, nbins=20, color='b', fit=fit, loglog=loglog, label='Boston')\nax = router_utils.PlotRoadDegreeDistribution(rio_bipartite, ax=ax, nbins=20, color='g', fit=fit, loglog=loglog, label='Rio')\nax = router_utils.PlotRoadDegreeDistribution(sfbay_bipartite, ax=ax, nbins=20, color='c', fit=fit, loglog=loglog, label='SF Bay',\n xlabel=r'$k_{road}$', ylabel=r'$P(k_{road})$', legend=True)",
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "display_data",
"png": 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sWFyuTu8r5edn35oTvsVQioyCB1sD7dVEeC3eZezatYvi4mLWrl2LyWRi1qxZ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\nIwkWQgghevT/AZossy3qVsYeAAAAAElFTkSuQmCC\n"
}
],
"prompt_number": 121
},
{
"cell_type": "code",
"collapsed": false,
"input": "import networkx\nroads, tracts, graph = porto_bipartite\nprint len(roads), len(tracts)",
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": "6486 12899\n"
}
],
"prompt_number": 89
},
{
"cell_type": "code",
"collapsed": false,
"input": "",
"language": "python",
"metadata": {},
"outputs": []
}
],
"metadata": {}
}
]
}
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