{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "---------------\n", "\n", "**If any part of this notebook is used in your research, please cite with the reference found in** **[README.md](https://github.com/pysal/spaghetti#bibtex-citation).**\n", "\n", "----------------\n", "\n", "## The Traveling Sales(man)(person) Problem — TSP\n", "### Integrating `pysal/spaghetti` and [pulp](https://github.com/coin-or/pulp) for optimal routing\n", "\n", "**Author: James D. Gaboardi** ****\n", "\n", "**This notebook provides a use case for:**\n", "\n", "1. Introducing the TSP\n", "2. Declaration of a solution class and model parameters\n", "3. Solving the TSP for an optimal tour" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:09:28.042069Z", "start_time": "2022-11-02T03:09:28.034736Z" } }, "outputs": [], "source": [ "%config InlineBackend.figure_format = \"retina\"" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:09:28.078069Z", "start_time": "2022-11-02T03:09:28.044141Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Last updated: 2022-11-01T23:09:28.066937-04:00\n", "\n", "Python implementation: CPython\n", "Python version : 3.10.6\n", "IPython version : 8.6.0\n", "\n", "Compiler : Clang 13.0.1 \n", "OS : Darwin\n", "Release : 22.1.0\n", "Machine : x86_64\n", "Processor : i386\n", "CPU cores : 8\n", "Architecture: 64bit\n", "\n" ] } ], "source": [ "%load_ext watermark\n", "%watermark" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:09:30.114315Z", "start_time": "2022-11-02T03:09:28.082984Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Watermark: 2.3.1\n", "\n", "json : 2.0.9\n", "matplotlib : 3.6.1\n", "matplotlib_scalebar: 0.8.0\n", "numpy : 1.23.4\n", "pulp : 2.6.0\n", "libpysal : 4.6.2\n", "spaghetti : 1.6.8\n", "geopandas : 0.12.1\n", "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/the-gaboardi/miniconda3/envs/py310_spgh_dev/lib/python3.10/site-packages/spaghetti/network.py:39: FutureWarning: The next major release of pysal/spaghetti (2.0.0) will drop support for all ``libpysal.cg`` geometries. This change is a first step in refactoring ``spaghetti`` that is expected to result in dramatically reduced runtimes for network instantiation and operations. Users currently requiring network and point pattern input as ``libpysal.cg`` geometries should prepare for this simply by converting to ``shapely`` geometries.\n", " warnings.warn(f\"{dep_msg}\", FutureWarning)\n" ] } ], "source": [ "import geopandas\n", "from libpysal import examples\n", "import matplotlib\n", "import matplotlib_scalebar\n", "from matplotlib_scalebar.scalebar import ScaleBar\n", "import numpy\n", "import pulp\n", "import spaghetti\n", "\n", "%matplotlib inline\n", "%watermark -w\n", "%watermark -iv" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "-----------------------------\n", "\n", "### 1 Introduction\n", "#### Scenario\n", "Detective George B. Königsberg thought he needed to visit **7** crimes scenes in one area of City X this afternoon in order to collect evidence. However, his lieutenant, Anna Nagurney just told him he needs to double that to **14**. He really wants to wrap up early so he can get home to watch the 2012 mathematical thriller, [Travelling Salesman by Timothy Lanzone](https://en.wikipedia.org/wiki/Travelling_Salesman_(2012_film)), with his cat and dog, Euler and Hamilton. Therefore, he decides on calculating an optimal route so that he can visit all **14** crime scenes in one tour while covering the shortest distance. Det. Königsberg utilizes an integer linear programming formulation of the traveling salesperson problem (TSP) to find his best route.\n", "\n", "--------------------------------\n", "\n", "#### Integer Linear Programming Formulation based on Miller, Tucker, and Zemlin (1960).\n", "\n", "$\\begin{array}\n", "\\displaystyle \\normalsize \\textrm{Minimize} & \\displaystyle \\normalsize \\sum_{0 \\leq i \\\\ i \\neq j}^n \\sum_{j \\leq n \\\\ j \\neq i}^n c_{ij}x_{ij} & & & & \\normalsize (1) \\\\\n", "\\normalsize \\textrm{Subject To} & \\displaystyle \\normalsize \\sum_{i=0}^n x_{ij}=1 & \\normalsize j=1,...,n, & \\normalsize j\\neq i; & &\\normalsize (2)\\\\\n", "& \\displaystyle \\normalsize \\sum_{j=0}^n x_{ij}=1 & \\normalsize i=1,...,n, & \\normalsize i\\neq j; & &\\normalsize (3) \\\\\n", "& \\displaystyle \\normalsize u_i - u_j + p x_{ij} \\leq p - 1 & \\normalsize i=1,...,n, & \\normalsize 1 \\leq i \\neq j \\leq n; & &\\normalsize (4) \\\\\n", "& \\normalsize x_{ij} \\in \\{0,1\\} & \\normalsize i=1,...,n, & \\normalsize j=1,...,n; & &\\normalsize (5)\\\\\n", "& \\normalsize u_{i} \\in \\mathbb{Z} & \\normalsize i=1,...,n. & & &\\normalsize (6)\\\\\n", "\\end{array}$\n", "\n", "$\\begin{array}\n", "\\displaystyle \\normalsize \\textrm{Where} & \\small x_{ij} & \\small = & \\small \\begin{cases}\n", " 1, & \\textrm{if node } i \\textrm{ immediately precedes node } j \\textrm{ in the tour}\\\\\n", " 0, & \\textrm{otherwise}\n", " \\end{cases} &&&&\\\\\n", "& \\small c_{ij} & \\small = & \\small \\textrm{distance matrix between all } i,j \\textrm{ pairs} &&&& \\\\\n", "& \\small n & \\small = & \\small \\textrm{the total number of nodes in the tour} &&&&\\\\\n", "& \\small i & \\small = & \\small \\textrm{each potential origin node} &&&&\\\\\n", "& \\small j & \\small = & \\small \\textrm{each potential destination node} &&&&\\\\\n", "& \\small u_i & \\small = & \\small \\textrm{continuous, non-negative real numbers} &&&&\\\\\n", "& \\small p & \\small = & \\small \\textrm{allowed visits prior to return (}n = p \\textrm{ in this formulation)} &&&&\\\\\n", "\\end{array}$\n", "\n", "\n", "---------------------------------\n", "\n", "**References**\n", "\n", "* **Cummings, N.** (2000) [*A brief History of the Travelling Salesman Problem*](https://www.theorsociety.com/about-or/or-methods/heuristics/a-brief-history-of-the-travelling-salesman-problem/). The Operational Research Society. Accessed: 01/2020.\n", "* **Dantzig, G., Fulkerson, R., and Johnson, S.** (1954) *Solution of a Large-Scale Traveling-Salesman Problem*. Journal of the Operational Research Society of America. 2(4)393-410.\n", "* **Flood, Merrill M.** (1956) *The Traveling-Salesman Problem*. 4(1)61-75.\n", "* **Gass, S. I. and Assad, A. A.** (2005) *An Annotated Timeline of Operations Research: An Informal History*. Springer US.\n", "* **Miller, C. E., Tucker, A. W., and Zemlin, R. A.** (1960) *Integer Programming Formulation of Traveling Salesman Problems*. Journal of Association for Computing Machinery. 7(4)326-329.\n", "* **Miller, H. J. and Shaw, S.-L.** (2001) *Geographic Information Systems for Transportation: Principles and Applications*. New York. Oxford University Press.\n", "* **Nemhauser, G. L. and Wolsey, L. A.** (1988) *Integer and Combinatorial Optimization*. John Wiley & Sons, Inc.\n", "\n", "-------------------------------------\n", "\n", "### 2. A model, data and parameters\n", "#### Solution class" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:09:30.141170Z", "start_time": "2022-11-02T03:09:30.118745Z" } }, "outputs": [], "source": [ "class MTZ_TSP:\n", " def __init__(self, nodes, cij, xij_tag=\"x_%s,%s\", ui_tag=\"u_%s\", display=True):\n", " \"\"\"Instantiate and solve the Traveling Salesperson Problem (TSP)\n", " based the formulation from Miller, Tucker, and Zemlin (1960).\n", " \n", " Parameters\n", " ----------\n", " nodes : geopandas.GeoSeries\n", " All nodes to be visited in the tour.\n", " cij : numpy.array\n", " All-to-all distance matrix for nodes.\n", " xij_tag : str\n", " Tour decision variable names within the model. Default is\n", " 'x_%s,%s' where %s indicates string formatting.\n", " ui_tag : str\n", " Arbitrary real number decision variable names within the model.\n", " Default is 'u_%s' where %s indicates string formatting.\n", " display : bool\n", " Print out solution results.\n", " \n", " Attributes\n", " ----------\n", " nodes : geopandas.GeoSeries\n", " See description in above.\n", " p : int\n", " The number of nodes in the set. \n", " rp_0n : range\n", " Range of node IDs in ``nodes`` from 0,...,``p``.\n", " rp_1n : range\n", " Range of node IDs in ``nodes`` from 1,...,``p``.\n", " id : str\n", " Column name for ``nodes``.\n", " cij : numpy.array\n", " See description in above.\n", " xij_tag : str\n", " See description in above.\n", " ui_tag : str\n", " See description in above.\n", " tsp : pulp.LpProblem\n", " Integer Linear Programming problem instance.\n", " xij : numpy.array\n", " Binary tour decision variables (``pulp.LpVariable``).\n", " ui : numpy.array\n", " Continuous arbitrary real number decision variables\n", " (``pulp.LpVariable``).\n", " cycle_ods : dict\n", " Cycle origin-destination lookup keyed by origin with\n", " destination as the value.\n", " tour_pairs : list\n", " OD pairs comprising each abstract tour arc.\n", " \"\"\"\n", "\n", " # all nodes to be visited and the distance matrix\n", " self.nodes, self.cij = nodes, cij\n", " # number of nodes in the set\n", " self.p = self.nodes.shape[0]\n", " # full and truncated range of nodes (p) in the set\n", " self.rp_0n, self.rp_1n = range(self.p), range(1, self.p)\n", " # column name for node IDs\n", " self.id = self.nodes.name\n", " # alpha tag for decision and dummy variable prefixes\n", " self.xij_tag, self.ui_tag = xij_tag, ui_tag\n", "\n", " # instantiate a model\n", " self.tsp = pulp.LpProblem(\"MTZ_TSP\", pulp.LpMinimize)\n", " # create and set the tour decision variables\n", " self.tour_dvs()\n", " # create and set the arbitraty real number decision variables\n", " self.arn_dvs()\n", " # set the objective function\n", " self.objective_func()\n", " # node entry constraints\n", " self.entry_exit_constrs(entry=True)\n", " # node exit constraints\n", " self.entry_exit_constrs(entry=False)\n", " # subtour prevention constraints\n", " self.prevent_subtours()\n", " # solve\n", " self.tsp.solve(pulp.PULP_CBC_CMD(msg=False))\n", " # origin-destination lookup\n", " self.get_decisions(display=display)\n", " # extract the sequence of nodes to construct the optimal tour\n", " self.construct_tour()\n", "\n", " def tour_dvs(self):\n", " \"\"\"Create the tour decision variables - eq (5).\"\"\"\n", "\n", " def _name(_x):\n", " \"\"\"Helper for naming variables\"\"\"\n", " return self.nodes[_x].split(\"_\")[-1]\n", "\n", " xij = numpy.array(\n", " [\n", " [\n", " pulp.LpVariable(self.xij_tag % (_name(i), _name(j)), cat=\"Binary\")\n", " for j in self.rp_0n\n", " ]\n", " for i in self.rp_0n\n", " ]\n", " )\n", "\n", " self.xij = xij\n", "\n", " def arn_dvs(self):\n", " \"\"\"Create arbitrary real number decision variables - eq (6).\"\"\"\n", " ui = numpy.array(\n", " [pulp.LpVariable(self.ui_tag % (i), lowBound=0) for i in self.rp_0n]\n", " )\n", "\n", " self.ui = ui\n", "\n", " def objective_func(self):\n", " \"\"\"Add the objective function - eq (1).\"\"\"\n", " self.tsp += pulp.lpSum(\n", " [\n", " self.cij[i, j] * self.xij[i, j]\n", " for i in self.rp_0n\n", " for j in self.rp_0n\n", " if i != j\n", " ]\n", " )\n", "\n", " def entry_exit_constrs(self, entry=True):\n", " \"\"\"Add entry and exit constraints - eq (2) and (3).\"\"\"\n", " if entry:\n", " for i in self.rp_0n:\n", " self.tsp += (\n", " pulp.lpSum([self.xij[i, j] for j in self.rp_0n if i != j]) == 1\n", " )\n", " # exit constraints\n", " else:\n", " for j in self.rp_0n:\n", " self.tsp += (\n", " pulp.lpSum([self.xij[i, j] for i in self.rp_0n if i != j]) == 1\n", " )\n", "\n", " def prevent_subtours(self):\n", " \"\"\"Add subtour prevention constraints - eq (4).\"\"\"\n", " for i in self.rp_1n:\n", " for j in self.rp_1n:\n", " if i != j:\n", " self.tsp += (\n", " self.ui[i] - self.ui[j] + self.p * self.xij[i, j] <= self.p - 1\n", " )\n", "\n", " def get_decisions(self, display=True):\n", " \"\"\"Fetch the selected decision variables.\"\"\"\n", " cycle_ods = {}\n", " for var in self.tsp.variables():\n", " if var.name.startswith(self.ui_tag[0]):\n", " continue\n", " if var.varValue > 0:\n", " if display:\n", " print(\"%s: %s\" % (var.name, var.varValue))\n", " od = var.name.split(\"_\")[-1]\n", " o, d = [int(tf) for tf in od.split(\",\")]\n", " cycle_ods[o] = d\n", " if display:\n", " print(\"Status: %s\" % pulp.LpStatus[self.tsp.status])\n", "\n", " self.cycle_ods = cycle_ods\n", "\n", " def construct_tour(self):\n", " \"\"\"Construct the tour.\"\"\"\n", " tour_pairs = []\n", " for origin in self.rp_0n:\n", " tour_pairs.append([])\n", " try:\n", " tour_pairs[origin].append(next_origin)\n", " next_origin = self.cycle_ods[next_origin]\n", " tour_pairs[origin].append(next_origin)\n", " except NameError:\n", " next_origin = self.cycle_ods[origin]\n", " tour_pairs[origin].append(origin)\n", " tour_pairs[origin].append(next_origin)\n", "\n", " tour_pairs = {idx: sorted(tp) for idx, tp in enumerate(tour_pairs)}\n", " self.tour_pairs = tour_pairs\n", "\n", " def extract_tour(self, paths, id_col, leg_label=\"leg\"):\n", " \"\"\"Extract the tour (the legs in the journey) as a \n", " ``geopandas.GeoDataFrame`` of ``shapely.geometry.LineString`` objects.\n", " \n", " Parameters\n", " ----------\n", " paths : geopandas.GeoDataFrame\n", " Shortest-path routes between all observations.\n", " id_col : str\n", " ID column name.\n", " leg_label : str\n", " Column name for the tour sequence. Default is 'leg'.\n", " \n", " Returns\n", " -------\n", " tour : geopandas.GeoDataFrame\n", " Optimal tour of ``self.nodes`` sequenced by ``leg_label`` that\n", " retains the original index of ``paths``.\n", " \"\"\"\n", "\n", " paths[leg_label] = int\n", " # set label of journey leg for each OD pair.\n", " for leg, tp in self.tour_pairs.items():\n", " paths.loc[paths[id_col] == tuple(tp), leg_label] = leg\n", "\n", " # extract only paths in the tour\n", " tour = paths[paths[leg_label] != int].copy()\n", " tour.sort_values(by=[leg_label], inplace=True)\n", " tour[leg_label] = tour[leg_label].astype(int)\n", "\n", " return tour" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Streets" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:09:30.346129Z", "start_time": "2022-11-02T03:09:30.144122Z" } }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " id geometry comp_label\n", "0 0 POINT (222007.131 267348.711) 0\n", "1 1 POINT (222007.159 267317.431) 0\n", "2 2 POINT (222006.951 267549.880) 0\n", "3 3 POINT (221420.428 267804.889) 0\n", "4 4 POINT (221411.402 267921.993) 0" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ntw = spaghetti.Network(in_data=streets)\n", "vertices, arcs = spaghetti.element_as_gdf(ntw, vertices=True, arcs=True)\n", "vertices.head()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:09:30.687018Z", "start_time": "2022-11-02T03:09:30.675790Z" } }, "outputs": [ { "data": { "text/html": [ "
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idgeometrycomp_label
0(0, 1)LINESTRING (222007.131 267348.711, 222007.159 ...0
1(0, 2)LINESTRING (222007.131 267348.711, 222006.951 ...0
2(1, 110)LINESTRING (222007.159 267317.431, 222081.565 ...0
3(1, 127)LINESTRING (222007.159 267317.431, 221805.991 ...0
4(1, 213)LINESTRING (222007.159 267317.431, 222007.338 ...0
\n", "
" ], "text/plain": [ " id geometry comp_label\n", "0 (0, 1) LINESTRING (222007.131 267348.711, 222007.159 ... 0\n", "1 (0, 2) LINESTRING (222007.131 267348.711, 222006.951 ... 0\n", "2 (1, 110) LINESTRING (222007.159 267317.431, 222081.565 ... 0\n", "3 (1, 127) LINESTRING (222007.159 267317.431, 221805.991 ... 0\n", "4 (1, 213) LINESTRING (222007.159 267317.431, 222007.338 ... 0" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "arcs.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Plot" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:09:31.262982Z", "start_time": "2022-11-02T03:09:30.691108Z" } }, "outputs": [ { "data": { "image/png": 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" ], "text/plain": [ " id geometry comp_label\n", "0 0 POINT (221652.937 266993.226) 0\n", "1 1 POINT (220775.569 267001.039) 0\n", "2 2 POINT (220962.537 267316.554) 0\n", "3 3 POINT (220807.668 267387.173) 0\n", "4 4 POINT (220797.239 267554.033) 0\n", "5 5 POINT (221500.788 267683.891) 0\n", "6 6 POINT (220508.813 267730.837) 0\n", "7 7 POINT (221677.895 267805.108) 0\n", "8 8 POINT (221154.800 267930.187) 0\n", "9 9 POINT (221853.503 268043.032) 0\n", "10 10 POINT (220807.081 268150.393) 0\n", "11 11 POINT (220503.712 268198.499) 0\n", "12 12 POINT (220499.864 268478.580) 0\n", "13 13 POINT (222089.345 268591.727) 0" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ntw.snapobservations(crimes_scenes, \"crime_scenes\")\n", "pp_obs = spaghetti.element_as_gdf(ntw, pp_name=\"crime_scenes\")\n", "pp_obs_snapped = spaghetti.element_as_gdf(ntw, pp_name=\"crime_scenes\", snapped=True)\n", "pp_obs_snapped" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:09:31.835465Z", "start_time": "2022-11-02T03:09:31.313731Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 813, "width": 837 } }, "output_type": "display_data" } ], "source": [ "base = arcs.plot(linewidth=3, alpha=0.25, color=\"k\", zorder=0, figsize=(10, 10))\n", "vertices.plot(ax=base, markersize=5, color=\"r\", zorder=1)\n", "pp_obs.plot(ax=base, markersize=20, color=\"k\", zorder=2)\n", "pp_obs_snapped.plot(ax=base, markersize=20, marker=\"x\", color=\"k\", zorder=2)\n", "# add scale bar\n", "scalebar = ScaleBar(1, units=\"m\", location=\"lower left\")\n", "base.add_artist(scalebar);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Calculate distance matrix while generating shortest path trees" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:09:32.277603Z", "start_time": "2022-11-02T03:09:31.838388Z" } }, "outputs": [ { "data": { "text/plain": [ "array([[ nan, 877.47303775, 1012.61325634],\n", " [ 877.47303775, nan, 688.11683524],\n", " [1012.61325634, 688.11683524, nan]])" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "d2d_dist, tree = ntw.allneighbordistances(\"crime_scenes\", gen_tree=True)\n", "d2d_dist[:3, :3]" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:09:32.284271Z", "start_time": "2022-11-02T03:09:32.279172Z" } }, "outputs": [ { "data": { "text/plain": [ "([((0, 1), (164, 158)),\n", " ((0, 2), (164, 142)),\n", " ((0, 3), (164, 197)),\n", " ((0, 4), (164, 147))],\n", " [((10, 13), (72, 98)),\n", " ((11, 12), (26, 29)),\n", " ((11, 13), (26, 85)),\n", " ((12, 13), (30, 85))])" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "list(tree.items())[:4], list(tree.items())[-4:]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "--------------------------------\n", "### 3. The Travling Salesperson Problem\n", "#### Create decision variables for the crime scene locations" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:09:32.304012Z", "start_time": "2022-11-02T03:09:32.286795Z" } }, "outputs": [ { "data": { "text/html": [ "
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idgeometrycomp_labeldv
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" ], "text/plain": [ " id geometry comp_label dv\n", "0 0 POINT (221652.328 266963.169) 0 x_0\n", "1 1 POINT (220775.113 266968.350) 0 x_1\n", "2 2 POINT (220962.565 267281.381) 0 x_2\n", "3 3 POINT (220772.979 267387.147) 0 x_3\n", "4 4 POINT (220797.363 267546.558) 0 x_4\n", "5 5 POINT (221501.452 267698.654) 0 x_5\n", "6 6 POINT (220474.580 267731.267) 0 x_6\n", "7 7 POINT (221677.932 267762.053) 0 x_7\n", "8 8 POINT (221154.590 267920.549) 0 x_8\n", "9 9 POINT (221853.497 268049.786) 0 x_9\n", "10 10 POINT (220775.723 268150.369) 0 x_10\n", "11 11 POINT (220473.361 268198.223) 0 x_11\n", "12 12 POINT (220515.423 268478.944) 0 x_12\n", "13 13 POINT (222084.231 268591.723) 0 x_13" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pp_obs[\"dv\"] = pp_obs[\"id\"].apply(lambda _id: \"x_%s\" % _id)\n", "pp_obs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Solve the TSP" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:09:32.809977Z", "start_time": "2022-11-02T03:09:32.307158Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "x_0,1: 1.0\n", "x_1,2: 1.0\n", "x_10,8: 1.0\n", "x_11,12: 1.0\n", "x_12,10: 1.0\n", "x_13,7: 1.0\n", "x_2,3: 1.0\n", "x_3,4: 1.0\n", "x_4,6: 1.0\n", "x_5,0: 1.0\n", "x_6,11: 1.0\n", "x_7,5: 1.0\n", "x_8,9: 1.0\n", "x_9,13: 1.0\n", "Status: Optimal\n" ] } ], "source": [ "mtz_tsp = MTZ_TSP(pp_obs[\"dv\"], d2d_dist)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Extract all network shortest paths" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:09:32.849091Z", "start_time": "2022-11-02T03:09:32.814161Z" } }, "outputs": [ { "data": { "text/html": [ "
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geometryODid
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" ], "text/plain": [ " geometry O D id\n", "0 LINESTRING (221652.937 266993.226, 221523.786 ... 0 1 (0, 1)\n", "1 LINESTRING (221652.937 266993.226, 221523.786 ... 0 2 (0, 2)\n", "2 LINESTRING (221652.937 266993.226, 221523.786 ... 0 3 (0, 3)\n", "3 LINESTRING (221652.937 266993.226, 221523.786 ... 0 4 (0, 4)\n", "4 LINESTRING (221652.937 266993.226, 221523.786 ... 0 5 (0, 5)" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "paths = ntw.shortest_paths(tree, \"crime_scenes\")\n", "paths_gdf = spaghetti.element_as_gdf(ntw, routes=paths)\n", "paths_gdf.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Extract the tour" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:09:32.876870Z", "start_time": "2022-11-02T03:09:32.853059Z" } }, "outputs": [ { "data": { "text/html": [ "
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geometryODidleg
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" ], "text/plain": [ " geometry O D id leg\n", "0 LINESTRING (221652.937 266993.226, 221523.786 ... 0 1 (0, 1) 0\n", "13 LINESTRING (220775.569 267001.039, 220807.966 ... 1 2 (1, 2) 1\n", "25 LINESTRING (220962.537 267316.554, 220853.585 ... 2 3 (2, 3) 2\n", "36 LINESTRING (220807.668 267387.173, 220807.540 ... 3 4 (3, 4) 3\n", "47 LINESTRING (220797.239 267554.033, 220695.934 ... 4 6 (4, 6) 4" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tour = mtz_tsp.extract_tour(paths_gdf.copy(), \"id\")\n", "tour.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Define label helper functions and plot Det. Königsberg's optimal tour" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:09:32.883255Z", "start_time": "2022-11-02T03:09:32.878513Z" } }, "outputs": [], "source": [ "def tour_labels(t, b):\n", " \"\"\"Label each leg of the tour.\"\"\"\n", "\n", " def _lab_loc(_x):\n", " \"\"\"Helper for labeling location.\"\"\"\n", " return _x.geometry.interpolate(0.5, normalized=True).coords[0]\n", "\n", " kws = {\"size\": 20, \"ha\": \"center\", \"va\": \"bottom\", \"weight\": \"bold\"}\n", " t.apply(lambda x: b.annotate(text=x.leg, xy=_lab_loc(x), **kws), axis=1)\n", "\n", "\n", "def obs_labels(o, b):\n", " \"\"\"Label each point pattern observation.\"\"\"\n", "\n", " def _lab_loc(_x):\n", " \"\"\"Helper for labeling observations.\"\"\"\n", " return _x.geometry.coords[0]\n", "\n", " kws = {\"size\": 14, \"ha\": \"left\", \"va\": \"bottom\", \"style\": \"oblique\", \"color\": \"k\"}\n", " o.apply(lambda x: b.annotate(text=x.id, xy=_lab_loc(x), **kws), axis=1)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:09:33.589846Z", "start_time": "2022-11-02T03:09:32.885485Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 813, "width": 837 } }, "output_type": "display_data" } ], "source": [ "base = arcs.plot(alpha=0.2, linewidth=1, color=\"k\", figsize=(10, 10), zorder=0)\n", "tour.plot(ax=base, column=\"leg\", cmap=\"tab20\", alpha=0.50, linewidth=10, zorder=1)\n", "vertices.plot(ax=base, markersize=1, color=\"r\", zorder=2)\n", "pp_obs.plot(ax=base, markersize=20, color=\"k\", zorder=3)\n", "pp_obs_snapped.plot(ax=base, markersize=20, color=\"k\", marker=\"x\", zorder=2)\n", "\n", "# tour leg labels\n", "tour_labels(tour, base)\n", "# crime scene labels\n", "obs_labels(pp_obs, base)\n", "# add scale bar\n", "scalebar = ScaleBar(1, units=\"m\", location=\"lower left\")\n", "base.add_artist(scalebar);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "----------------------" ] } ], "metadata": { "hide_input": false, "kernelspec": { "display_name": "Python [conda env:py310_spgh_dev]", "language": "python", "name": "conda-env-py310_spgh_dev-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.6" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false } }, "nbformat": 4, "nbformat_minor": 2 }