{ "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", "\n", "## Connected components in a spatial network\n", "### Identifying and visualizing the parts of a network\n", "\n", "**Author: James D. Gaboardi** ****\n", "\n", "**This notebook is a walk-through for:**\n", "\n", "1. Instantiating a simple network with `libpysal.cg.Chain` objects\n", "2. Working with the network components and isolated rings\n", "3. Visualizing the components and (non)articulation vertices\n", "4. Longest vs. Largest components\n", "5. Extracting network components" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:05.622854Z", "start_time": "2022-11-02T03:06:05.609328Z" } }, "outputs": [], "source": [ "%config InlineBackend.figure_format = \"retina\"" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:05.676198Z", "start_time": "2022-11-02T03:06:05.626970Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Last updated: 2022-11-01T23:06:05.661111-04:00\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": "2022-11-02T03:06:14.380696Z", "start_time": "2022-11-02T03:06:05.682797Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Watermark: 2.3.1\n", "\n", "libpysal : 4.6.2\n", "matplotlib_scalebar: 0.8.0\n", "geopandas : 0.12.1\n", "json : 2.0.9\n", "spaghetti : 1.6.8\n", "matplotlib : 3.6.1\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", "import libpysal\n", "from libpysal import examples\n", "from libpysal.cg import Point, Chain\n", "import matplotlib\n", "import matplotlib_scalebar\n", "from matplotlib_scalebar.scalebar import ScaleBar\n", "import spaghetti\n", "\n", "%matplotlib inline\n", "%watermark -w\n", "%watermark -iv" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "----------------\n", "\n", "### 1. Instantiate a network from two collections of `libpysal.cg.Chain` objects" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.397339Z", "start_time": "2022-11-02T03:06:14.391627Z" } }, "outputs": [], "source": [ "plus1 = [\n", " Chain([Point([1, 2]), Point([0, 2])]),\n", " Chain([Point([1, 2]), Point([1, 1])]),\n", " Chain([Point([1, 2]), Point([1, 3])]),\n", "]\n", "plus2 = [\n", " Chain([Point([2, 1]), Point([2, 0])]),\n", " Chain([Point([2, 1]), Point([3, 1])]),\n", " Chain([Point([2, 1]), Point([2, 2])]),\n", "]\n", "lines = plus1 + plus2" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.418277Z", "start_time": "2022-11-02T03:06:14.404537Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/the-gaboardi/miniconda3/envs/py310_spgh_dev/lib/python3.10/site-packages/libpysal/weights/weights.py:172: UserWarning: The weights matrix is not fully connected: \n", " There are 2 disconnected components.\n", " warnings.warn(message)\n" ] } ], "source": [ "ntw = spaghetti.Network(in_data=lines)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Here we get a warning because the network we created is not fully connected" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.429897Z", "start_time": "2022-11-02T03:06:14.424210Z" } }, "outputs": [ { "data": { "text/plain": [ "False" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ntw.network_fully_connected" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### It has 2 connected components" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.447678Z", "start_time": "2022-11-02T03:06:14.442668Z" } }, "outputs": [ { "data": { "text/plain": [ "2" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ntw.network_n_components" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### The network components can be inspected through the following attributes\n", "##### `network_component_labels`" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.457441Z", "start_time": "2022-11-02T03:06:14.451699Z" } }, "outputs": [ { "data": { "text/plain": [ "array([0, 0, 0, 1, 1, 1], dtype=int32)" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ntw.network_component_labels" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### `network_component2arc` " ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.467700Z", "start_time": "2022-11-02T03:06:14.461632Z" } }, "outputs": [ { "data": { "text/plain": [ "{0: [(0, 1), (0, 2), (0, 3)], 1: [(4, 5), (4, 6), (4, 7)]}" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ntw.network_component2arc" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### `network_component_lengths`" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.475424Z", "start_time": "2022-11-02T03:06:14.470824Z" } }, "outputs": [ { "data": { "text/plain": [ "{0: 3.0, 1: 3.0}" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ntw.network_component_lengths" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### `network_longest_component`" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.483148Z", "start_time": "2022-11-02T03:06:14.478597Z" } }, "outputs": [ { "data": { "text/plain": [ "0" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ntw.network_longest_component" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### `network_component_vertices` " ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.493542Z", "start_time": "2022-11-02T03:06:14.487448Z" } }, "outputs": [ { "data": { "text/plain": [ "{0: [0, 1, 2, 3], 1: [4, 5, 6, 7]}" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ntw.network_component_vertices" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### `network_component_vertex_count` " ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.503392Z", "start_time": "2022-11-02T03:06:14.496863Z" } }, "outputs": [ { "data": { "text/plain": [ "{0: 4, 1: 4}" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ntw.network_component_vertex_count" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### `network_largest_component` " ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.513471Z", "start_time": "2022-11-02T03:06:14.506865Z" } }, "outputs": [ { "data": { "text/plain": [ "0" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ntw.network_largest_component" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### `network_component_is_ring` " ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.522718Z", "start_time": "2022-11-02T03:06:14.517034Z" } }, "outputs": [ { "data": { "text/plain": [ "{0: False, 1: False}" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ntw.network_component_is_ring" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### The same can be performed for graph representations, for example:\n", "##### `graph_component_labels`" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.530940Z", "start_time": "2022-11-02T03:06:14.525559Z" } }, "outputs": [ { "data": { "text/plain": [ "array([0, 0, 0, 1, 1, 1], dtype=int32)" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ntw.graph_component_labels" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### `graph_component2edge` " ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.540652Z", "start_time": "2022-11-02T03:06:14.534429Z" } }, "outputs": [ { "data": { "text/plain": [ "{0: [(0, 1), (0, 2), (0, 3)], 1: [(4, 5), (4, 6), (4, 7)]}" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ntw.graph_component2edge" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Extract the network arc and vertices as `geopandas.GeoDataFrame` objects" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.580404Z", "start_time": "2022-11-02T03:06:14.544609Z" } }, "outputs": [], "source": [ "# network vertices and arcs\n", "vertices_df, arcs_df = spaghetti.element_as_gdf(ntw, vertices=True, arcs=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Network component labels are found in the `\"comp_label\"` field" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.600914Z", "start_time": "2022-11-02T03:06:14.583182Z" } }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " id geometry comp_label\n", "0 (0, 1) LINESTRING (1.00000 2.00000, 0.00000 2.00000) 0\n", "1 (0, 2) LINESTRING (1.00000 2.00000, 1.00000 1.00000) 0\n", "2 (0, 3) LINESTRING (1.00000 2.00000, 1.00000 3.00000) 0\n", "3 (4, 5) LINESTRING (2.00000 1.00000, 2.00000 0.00000) 1\n", "4 (4, 6) LINESTRING (2.00000 1.00000, 3.00000 1.00000) 1\n", "5 (4, 7) LINESTRING (2.00000 1.00000, 2.00000 2.00000) 1" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "arcs_df" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Plot the disconnected network and symbolize the arcs bases on the value of `\"comp_label\"`" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.897067Z", "start_time": "2022-11-02T03:06:14.622964Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 582, "width": 590 } }, "output_type": "display_data" } ], "source": [ "base = arcs_df.plot(column=\"comp_label\", cmap=\"Set2\", linewidth=5, figsize=(7, 7))\n", "vertices_df.plot(ax=base, color=\"k\", markersize=100, zorder=2);" ] }, { "cell_type": "markdown", "metadata": { "ExecuteTime": { "end_time": "2020-01-17T02:24:00.431130Z", "start_time": "2020-01-17T02:24:00.414100Z" } }, "source": [ "\n", "----------------\n", "\n", "### 2. Add to the network created above" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.908193Z", "start_time": "2022-11-02T03:06:14.901044Z" } }, "outputs": [], "source": [ "new_lines = [\n", " Chain([Point([1, 1]), Point([2, 2])]),\n", " Chain([Point([0.5, 1]), Point([0.5, 0.5])]),\n", " Chain([Point([0.5, 0.5]), Point([1, 0.5])]),\n", " Chain([Point([2, 2.5]), Point([2.5, 2.5])]),\n", " Chain([Point([2.5, 2.5]), Point([2.5, 2])]),\n", "]\n", "lines += new_lines" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.918821Z", "start_time": "2022-11-02T03:06:14.911890Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/the-gaboardi/miniconda3/envs/py310_spgh_dev/lib/python3.10/site-packages/libpysal/weights/weights.py:172: UserWarning: The weights matrix is not fully connected: \n", " There are 3 disconnected components.\n", " warnings.warn(message)\n", "/Users/the-gaboardi/miniconda3/envs/py310_spgh_dev/lib/python3.10/site-packages/libpysal/weights/weights.py:172: UserWarning: The weights matrix is not fully connected: \n", " There are 3 disconnected components.\n", " There are 2 islands with ids: (8, 10), (11, 13).\n", " warnings.warn(message)\n" ] } ], "source": [ "ntw = spaghetti.Network(in_data=lines)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Now there are 3 connected components in the network" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.925802Z", "start_time": "2022-11-02T03:06:14.921798Z" } }, "outputs": [ { "data": { "text/plain": [ "3" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ntw.network_n_components" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.933029Z", "start_time": "2022-11-02T03:06:14.928309Z" } }, "outputs": [ { "data": { "text/plain": [ "{0: [(0, 1), (0, 2), (0, 3), (2, 7), (4, 5), (4, 6), (4, 7)],\n", " 1: [(8, 9), (9, 10)],\n", " 2: [(11, 12), (12, 13)]}" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ntw.network_component2arc" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.956648Z", "start_time": "2022-11-02T03:06:14.935637Z" } }, "outputs": [], "source": [ "# network vertices and arcs\n", "vertices_df, arcs_df = spaghetti.element_as_gdf(ntw, vertices=True, arcs=True)" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.974645Z", "start_time": "2022-11-02T03:06:14.959805Z" } }, "outputs": [ { "data": { "text/html": [ "
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10(12, 13)LINESTRING (2.50000 2.50000, 2.50000 2.00000)2
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" ], "text/plain": [ " id geometry comp_label\n", "0 (0, 1) LINESTRING (1.00000 2.00000, 0.00000 2.00000) 0\n", "1 (0, 2) LINESTRING (1.00000 2.00000, 1.00000 1.00000) 0\n", "2 (0, 3) LINESTRING (1.00000 2.00000, 1.00000 3.00000) 0\n", "3 (2, 7) LINESTRING (1.00000 1.00000, 2.00000 2.00000) 0\n", "4 (4, 5) LINESTRING (2.00000 1.00000, 2.00000 0.00000) 0\n", "5 (4, 6) LINESTRING (2.00000 1.00000, 3.00000 1.00000) 0\n", "6 (4, 7) LINESTRING (2.00000 1.00000, 2.00000 2.00000) 0\n", "7 (8, 9) LINESTRING (0.50000 1.00000, 0.50000 0.50000) 1\n", "8 (9, 10) LINESTRING (0.50000 0.50000, 1.00000 0.50000) 1\n", "9 (11, 12) LINESTRING (2.00000 2.50000, 2.50000 2.50000) 2\n", "10 (12, 13) LINESTRING (2.50000 2.50000, 2.50000 2.00000) 2" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "arcs_df" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### We can also inspect the non-articulation points in the network. Non-articulation points are vertices in a network that are degree-2. A vertex is degree-2 if, and only if, it is directly connected to only 2 other vertices." ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.981805Z", "start_time": "2022-11-02T03:06:14.977550Z" } }, "outputs": [ { "data": { "text/plain": [ "[9, 2, 12, 7]" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ntw.non_articulation_points" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Slice out the articulation points and non-articulation points" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:14.995805Z", "start_time": "2022-11-02T03:06:14.984177Z" } }, "outputs": [], "source": [ "napts = ntw.non_articulation_points\n", "articulation_vertices = vertices_df[~vertices_df[\"id\"].isin(napts)]\n", "non_articulation_vertices = vertices_df[vertices_df[\"id\"].isin(napts)]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Plot the connected components while making a distinction between articulation points and non-articulation points" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:15.297377Z", "start_time": "2022-11-02T03:06:14.998881Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 582, "width": 590 } }, "output_type": "display_data" } ], "source": [ "base = arcs_df.plot(column=\"comp_label\", cmap=\"Set2\", linewidth=5, figsize=(7, 7))\n", "articulation_vertices.plot(ax=base, color=\"k\", markersize=100, zorder=2)\n", "non_articulation_vertices.plot(ax=base, marker=\"s\", color=\"k\", markersize=20, zorder=2);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "----------------\n", "\n", "### 3. Add a loop of `libpysal.cg.Chain` objects" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:15.306507Z", "start_time": "2022-11-02T03:06:15.301248Z" } }, "outputs": [], "source": [ "new_lines = [\n", " Chain([Point([3, 1]), Point([3.25, 1.25])]),\n", " Chain([Point([3.25, 1.25]), Point([3.5, 1.25])]),\n", " Chain([Point([3.5, 1.25]), Point([3.75, 1])]),\n", " Chain([Point([3.75, 1]), Point([3.5, 0.75])]),\n", " Chain([Point([3.5, 0.75]), Point([3.25, 0.75])]),\n", " Chain([Point([3.25, 0.75]), Point([3, 1])]),\n", "]\n", "lines += new_lines" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:15.317962Z", "start_time": "2022-11-02T03:06:15.310707Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/the-gaboardi/miniconda3/envs/py310_spgh_dev/lib/python3.10/site-packages/libpysal/weights/weights.py:172: UserWarning: The weights matrix is not fully connected: \n", " There are 3 disconnected components.\n", " warnings.warn(message)\n", "/Users/the-gaboardi/miniconda3/envs/py310_spgh_dev/lib/python3.10/site-packages/libpysal/weights/weights.py:172: UserWarning: The weights matrix is not fully connected: \n", " There are 3 disconnected components.\n", " There are 2 islands with ids: (8, 10), (11, 13).\n", " warnings.warn(message)\n" ] } ], "source": [ "ntw = spaghetti.Network(in_data=lines)" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:15.325533Z", "start_time": "2022-11-02T03:06:15.321187Z" } }, "outputs": [ { "data": { "text/plain": [ "3" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ntw.network_n_components" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:15.347097Z", "start_time": "2022-11-02T03:06:15.340813Z" } }, "outputs": [ { "data": { "text/plain": [ "{0: [(0, 1),\n", " (0, 2),\n", " (0, 3),\n", " (2, 7),\n", " (4, 5),\n", " (4, 6),\n", " (4, 7),\n", " (6, 14),\n", " (6, 18),\n", " (14, 15),\n", " (15, 16),\n", " (16, 17),\n", " (17, 18)],\n", " 1: [(8, 9), (9, 10)],\n", " 2: [(11, 12), (12, 13)]}" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ntw.network_component2arc" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:15.376313Z", "start_time": "2022-11-02T03:06:15.350003Z" } }, "outputs": [], "source": [ "# network vertices and arcs\n", "vertices_df, arcs_df = spaghetti.element_as_gdf(ntw, vertices=True, arcs=True)" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:15.396771Z", "start_time": "2022-11-02T03:06:15.378811Z" } }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " id geometry comp_label\n", "0 (0, 1) LINESTRING (1.00000 2.00000, 0.00000 2.00000) 0\n", "1 (0, 2) LINESTRING (1.00000 2.00000, 1.00000 1.00000) 0\n", "2 (0, 3) LINESTRING (1.00000 2.00000, 1.00000 3.00000) 0\n", "3 (2, 7) LINESTRING (1.00000 1.00000, 2.00000 2.00000) 0\n", "4 (4, 5) LINESTRING (2.00000 1.00000, 2.00000 0.00000) 0\n", "5 (4, 6) LINESTRING (2.00000 1.00000, 3.00000 1.00000) 0\n", "6 (4, 7) LINESTRING (2.00000 1.00000, 2.00000 2.00000) 0\n", "7 (6, 14) LINESTRING (3.00000 1.00000, 3.25000 1.25000) 0\n", "8 (6, 18) LINESTRING (3.00000 1.00000, 3.25000 0.75000) 0\n", "9 (8, 9) LINESTRING (0.50000 1.00000, 0.50000 0.50000) 1\n", "10 (9, 10) LINESTRING (0.50000 0.50000, 1.00000 0.50000) 1\n", "11 (11, 12) LINESTRING (2.00000 2.50000, 2.50000 2.50000) 2\n", "12 (12, 13) LINESTRING (2.50000 2.50000, 2.50000 2.00000) 2\n", "13 (14, 15) LINESTRING (3.25000 1.25000, 3.50000 1.25000) 0\n", "14 (15, 16) LINESTRING (3.50000 1.25000, 3.75000 1.00000) 0\n", "15 (16, 17) LINESTRING (3.75000 1.00000, 3.50000 0.75000) 0\n", "16 (17, 18) LINESTRING (3.50000 0.75000, 3.25000 0.75000) 0" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "arcs_df" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Here we can see that all the new network vertices are non-articulation point" ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:15.405869Z", "start_time": "2022-11-02T03:06:15.400283Z" } }, "outputs": [ { "data": { "text/plain": [ "[2, 7, 9, 12, 14, 15, 16, 17, 18]" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ntw.non_articulation_points" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Slice out the articulation points and non-articulation points" ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:15.417725Z", "start_time": "2022-11-02T03:06:15.409474Z" } }, "outputs": [], "source": [ "napts = ntw.non_articulation_points\n", "articulation_vertices = vertices_df[~vertices_df[\"id\"].isin(napts)]\n", "non_articulation_vertices = vertices_df[vertices_df[\"id\"].isin(napts)]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### The new network vertices are non-articulation points because they form a closed ring" ] }, { "cell_type": "code", "execution_count": 39, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:15.724422Z", "start_time": "2022-11-02T03:06:15.420532Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 477, "width": 594 } }, "output_type": "display_data" } ], "source": [ "base = arcs_df.plot(column=\"comp_label\", cmap=\"Set2\", linewidth=5, figsize=(7, 7))\n", "articulation_vertices.plot(ax=base, color=\"k\", markersize=100, zorder=2)\n", "non_articulation_vertices.plot(ax=base, marker=\"s\", color=\"k\", markersize=20, zorder=2);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "-----------------------------------------------------" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 4. Longest vs. largest components — cross vs. hexagon" ] }, { "cell_type": "code", "execution_count": 40, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:15.731781Z", "start_time": "2022-11-02T03:06:15.727080Z" } }, "outputs": [], "source": [ "cross = [\n", " Chain([Point([0, 5]), Point([5, 5]), Point([5, 10])]),\n", " Chain([Point([5, 0]), Point([5, 5]), Point([10, 5])]),\n", "]\n", "hexagon = [\n", " Chain(\n", " [\n", " Point([12, 5]),\n", " Point([13, 6]),\n", " Point([14, 6]),\n", " Point([15, 5]),\n", " Point([14, 4]),\n", " Point([13, 4]),\n", " Point([12, 5]),\n", " ]\n", " ),\n", "]\n", "lines = cross + hexagon" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:15.741348Z", "start_time": "2022-11-02T03:06:15.734754Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/the-gaboardi/miniconda3/envs/py310_spgh_dev/lib/python3.10/site-packages/libpysal/weights/weights.py:172: UserWarning: The weights matrix is not fully connected: \n", " There are 2 disconnected components.\n", " warnings.warn(message)\n" ] } ], "source": [ "ntw = spaghetti.Network(in_data=lines)" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:15.765951Z", "start_time": "2022-11-02T03:06:15.744643Z" } }, "outputs": [], "source": [ "# network vertices and arcs\n", "vertices_df, arcs_df = spaghetti.element_as_gdf(ntw, vertices=True, arcs=True)" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:15.994393Z", "start_time": "2022-11-02T03:06:15.768989Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "image/png": { "height": 405, "width": 589 } }, "output_type": "display_data" } ], "source": [ "base = arcs_df.plot(column=\"comp_label\", cmap=\"Set2\", linewidth=5, figsize=(7, 7))\n", "vertices_df.plot(ax=base, color=\"k\", markersize=100, zorder=2);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### The longest component is not necessarily the largest\n", "##### This is because in `spaghetti` the largest compnent equates to the most vertices" ] }, { "cell_type": "code", "execution_count": 44, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:16.004444Z", "start_time": "2022-11-02T03:06:15.998903Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The longest component is 0 at 20.0 units of distance.\n", "The largest component is 1 with 6 vertices.\n" ] } ], "source": [ "clongest = ntw.network_longest_component\n", "clength = round(ntw.network_component_lengths[clongest], 5)\n", "clargest = ntw.network_largest_component\n", "cverts = ntw.network_component_vertex_count[clargest]\n", "print(\"The longest component is %s at %s units of distance.\" % (clongest, clength))\n", "print(\"The largest component is %s with %s vertices.\" % (clargest, cverts))" ] }, { "cell_type": "markdown", "metadata": { "ExecuteTime": { "end_time": "2020-02-22T22:00:11.038343Z", "start_time": "2020-02-22T22:00:11.029198Z" } }, "source": [ "### 5. Extracting components\n", "#### Extract the longest component" ] }, { "cell_type": "code", "execution_count": 45, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:16.015892Z", "start_time": "2022-11-02T03:06:16.008321Z" } }, "outputs": [], "source": [ "longest = spaghetti.extract_component(ntw, ntw.network_longest_component)" ] }, { "cell_type": "code", "execution_count": 46, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:16.031252Z", "start_time": "2022-11-02T03:06:16.019050Z" } }, "outputs": [], "source": [ "# network vertices and arcs\n", "vertices_df, arcs_df = spaghetti.element_as_gdf(longest, vertices=True, arcs=True)" ] }, { "cell_type": "code", "execution_count": 47, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:16.045578Z", "start_time": "2022-11-02T03:06:16.034164Z" } }, "outputs": [ { "data": { "text/html": [ "
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idgeometrycomp_label
00POINT (0.00000 5.00000)0
11POINT (5.00000 5.00000)0
22POINT (5.00000 10.00000)0
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" ], "text/plain": [ " id geometry comp_label\n", "0 0 POINT (0.00000 5.00000) 0\n", "1 1 POINT (5.00000 5.00000) 0\n", "2 2 POINT (5.00000 10.00000) 0\n", "3 3 POINT (5.00000 0.00000) 0\n", "4 4 POINT (10.00000 5.00000) 0" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vertices_df" ] }, { "cell_type": "code", "execution_count": 48, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:16.281745Z", "start_time": "2022-11-02T03:06:16.049129Z" } }, "outputs": [ { "data": { "image/png": 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ApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACkCEoAAAAApAhKAAAAAKQISgAAAACktIqg9Nxzz8V1110Xp5xySvTu3Ts6duwYXbp0iX79+sW5554bTz31VKlHBAAAAGg3yks9wK4cf/zx8eSTT37kv9fV1cWSJUtiyZIl8bOf/Sy+/vWvx2233RaVlZUlmBIAAACg/WjxQWnlypUREdGzZ88466yz4rjjjov9998/3n///Zg7d25MmjQpVq5cGf/xH/8RDQ0Ncdddd5V4YgAAAIC2rcUHpf79+8d1110Xf/M3fxN77LHHh14bPHhwfP3rX48hQ4bEH/7wh5g+fXpcdNFFcdxxx5VoWgAAAIC2r8U/Q+nBBx+Ms88++yMxaZtu3brFpEmTCn++9957izUaAAAAQLvU4oPS7jjhhBMK20uXLi3dIAAAAADtQJsISnV1dYXtDh3axF8JAAAAoMVqE/Vl1qxZhe3+/fuXcBIAAACAtq/FP5R7V7Zu3RrXX3994c9nn312+hi1tbU7fX3VqlXpYwIAAAC0Va0+KE2ePDmeeeaZiIgYMWJE1NTUpI/Ru3fvph4LAAAAoM1q1be8zZo1K/7lX/4lIiK6d+8eP/3pT0s8EQAAAEDb12qvUPrd734XI0aMiIaGhujYsWP8/Oc/j3333fcTHWvFihU7fX3VqlUxaNCgT3RsAAAAgLamVQal5cuXx8knnxzr16+PPfbYI6ZPnx7HH3/8Jz5edXV1E04HAAAA0La1ulveXn/99TjppJPi9ddfj7Kysrj99ttjxIgRpR4LAAAAoN1oVUFp3bp1MWzYsFi2bFlERNx0003xjW98o8RTAQAAALQvrSYovfPOO/GXf/mX8fLLL0dExPXXXx//9E//VOKpAAAAANqfVhGUNm7cGKeeemo899xzERHxr//6r3HFFVeUeCoAAACA9qnFB6W6uroYMWJEzJkzJyIiLr744vjBD35Q4qkAAAAA2q8W/ylvI0eOjEcffTQiIr70pS/F+eefHy+99NLH7l9ZWRn9+vUr1ngAAAAA7U6LD0r33XdfYfvxxx+Pww8/fKf7f+ELX4hXX321macCAAAAaL9a/C1vAAAAALQsLf4KpcbGxlKPAAAAAMB2XKEEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQIqgBAAAAECKoAQAAABAiqAEAAAAQEp5qQcAAGiPtjY0xBu/eyXW/n55rPvD8tiw9q3YWt8QHSrKo3NV1+jW78CoOuTA2PfQgyP28CMbANCy+OkEAKCI3lv7Vrzwi0dj0YyZsemttz92v1cenRMREXt23ScOG/7lWPmFIdGrV68iTQkAsHNueQMAKIKGhoYYP358TDtrdDz3s1/sNCZtb9Nbb8czd/yf6NOnT4wfPz4aGhqad1AAgN0gKAEANLMlS5bE4MGD46qrroqt9Z8sCNXV1cVVV10VgwcPjiVLljTxhAAAOYISAEAzWrhwYQwZMiQWLFjQJMdbsGBBDB06NBYuXNgkxwMA+CRaXVB67bXX4rLLLosBAwZE586do2vXrjFo0KD40Y9+FBs3biz1eAAABUuWLIlhw4bF2rVrm/S4a9asiWHDhrlSCQAombLGxsbGUg+xux566KH46le/Gu+8884OXz/kkEPil7/8ZfTp06dJ162trY3evXtHRMSKFSuiurq6SY8PALQ99fX1ceyxxzbZlUk7UlNTE3Pnzo3ycp+zAgB8vOboGq3mCqWFCxfG2WefHe+880506dIlxo8fH7/5zW/i17/+dVxwwQUREfH73/8+Tj311HjvvfdKPC0A0N5NnDixWWNSRMT8+fNj4sSJzboGAMCOtJorlE488cR44oknory8PJ588sk49thjP/T6DTfcEGPGjImIiHHjxsXYsWObbG1XKAEAGStXrow+ffpEXV1ds69VWVkZy5Yti169ejX7WgBA69Rur1B69tln44knnoiIiPPPP/8jMSki4jvf+U4MGDAgIiJuvPHGqK+vL+aIAAAFt9xyS1FiUsQHn/42ZcqUoqwFALBNqwhK999/f2H7vPPO2+E+HTp0iG984xsREbF+/fpCgAIAKKb6+vq49dZbi7rmlClT/DINACiqVhGUnnrqqYiI6Ny5cwwcOPBj9zv++OML27Nnz272uQAA/tS8efNi9erVRV1z9erV8fTTTxd1TQCgfWsVQWnRokUREXHwwQfv9FNM+vfv/5GvAQAopvnz57erdQGA9qnFf8bs5s2bY926dRERu3xo1Oc+97no3LlzbNiwIVasWLHba9TW1u709VWrVu32sQCA9u25554rybrN/YlyAADba/FB6d133y1sd+nSZZf7bwtK77333m6vse1J5wAAn9auflHV1tYFANqnFn/L2+bNmwvblZWVu9y/Y8eOERGxadOmZpsJAODjFOvT3VrKugBA+9Tir1Dq1KlTYXt3flDasmVLRETsueeeu73Grm6PW7VqVQwaNGi3jwcAtF+78wuwtrQuANA+tfig9JnPfKawvTu3sW3YsCEidu/2uG129WwmAIDdVaqfK/w8AwAUU4u/5a1Tp07RrVu3iNj1swHWr19fCEqeiwQAlMJRRx1VknUHDhxYknUBgPapxQeliIgBAwZERMQrr7wSDQ0NH7vf4sWLP/I1AADFVFNT067WBQDap1YRlIYOHRoRH9zOtrOPxJ01a1Zhe8iQIc0+FwDAnxo8eHD06NGjqGv26NEjjjnmmKKuCQC0b60iKP31X/91YfuOO+7Y4T5bt26NO++8MyIi9tlnnzjxxBOLMRoAwIdUVFTEBRdcUNQ1R40aFRUVFUVdEwBo31pFUBo0aFAcd9xxERExderUmDt37kf2mTRpUixatCgiIi6++GI/VAEAJXPhhRcW7VPXKisrY9SoUUVZCwBgm1YRlCIifvKTn8See+4ZDQ0NcfLJJ8cPf/jDmDdvXsycOTMuvPDCGDNmTERE9OvXL77zne+UeFoAoD3r1atXjB07tihrXX311dGrV6+irAUAsE1ZY2NjY6mH2F0zZsyIr33ta/Hf//3fO3y9X79+8dBDD8XBBx/cpOvW1tYWPjVuxYoVPpYXANilhoaGGDx48E6f//hp1dTUxNy5c6O8vLzZ1gAAWr/m6Bqt5gqliIjTTz89fvvb38all14a/fr1i7322iv22WefqKmpiQkTJsTzzz/f5DEJAOCTKC8vj+nTp0dVVVWzHL979+5x1113iUkAQEm0qiuUSsUVSgDAJ7Vw4cIYNmxYrF27tsmO2b1793jsscfi8MMPb7JjAgBtV7u/QgkAoLU54ogjYs6cOTFw4MAmOV5NTU3Mnj1bTAIASkpQAgBoZn379o158+bF+PHjP/Gnv1VWVsb48eNj7ty50bdv3yaeEAAgR1ACACiC8vLy+O53vxvLli2LsWPHRo8ePXbr6/bbb7+4+uqrY9myZfHd737XM5MAgBbBM5R2g2coAQBNrb6+Pp5++umYP39+LFiwIGpra6Ouri4qKyujuro6Bg4cGDU1NXHMMcdERUVFqccFAFqx5ugafsUFAFACFRUVMXTo0Bg6dGipRwEASHPLGwAAAAApghIAAAAAKYISAAAAACmCEgAAAAApghIAAAAAKYISAAAAACmCEgAAAAApghIAAAAAKYISAAAAACmCEgAAAAApghIAAAAAKYISAAAAACmCEgAAAAApghIAAAAAKYISAAAAACmCEgAAAAApghIAAAAAKYISAAAAACmCEgAAAAApghIAAAAAKYISAAAAACmCEgAAAAApghIAAAAAKYISAAAAACmCEgAAAAApghIAAAAAKYISAAAAACmCEgAAAAApghIAAAAAKYISAAAAACnlpR6gNWhoaChsr1q1qoSTAAAAAORs3zK2bxyfhqC0G9auXVvYHjRoUAknAQAAAPjk1q5dGwcccMCnPo5b3gAAAABIKWtsbGws9RAt3ebNm+PFF1+MiIiqqqooL299F3atWrWqcHXVM888E/vtt1+JJ4LS8f0Af+T7Af7I9wP8ke8H+KO28P3Q0NBQuPvqsMMOi06dOn3qY7a+MlICnTp1iqOPPrrUYzSZ/fbbL6qrq0s9BrQIvh/gj3w/wB/5foA/8v0Af9Savx+a4ja37bnlDQAAAIAUQQkAAACAFEEJAAAAgBRBCQAAAIAUQQkAAACAFEEJAAAAgBRBCQAAAICUssbGxsZSDwEAAABA6+EKJQAAAABSBCUAAAAAUgQlAAAAAFIEJQAAAABSBCUAAAAAUgQlAAAAAFIEJQAAAABSBCUAAAAAUgQlAAAAAFIEpXbgtddei8suuywGDBgQnTt3jq5du8agQYPiRz/6UWzcuLHU40Gze+655+K6666LU045JXr37h0dO3aMLl26RL9+/eLcc8+Np556qtQjQsmNGTMmysrKCv974oknSj0SFNW6deti4sSJMWTIkOjRo0d07NgxevbsGcccc0xcfvnlMXfu3FKPCEVRV1cXU6dOjb/6q7+K/fbbr/Bz0yGHHBLf/OY3Y968eaUeET6VNWvWxIMPPhhjx46NU045Jbp161b4+efcc89NH++RRx6JM888M6qrq6Njx45RXV0dZ555ZjzyyCNNP3wLU9bY2NhY6iFoPg899FB89atfjXfeeWeHrx9yyCHxy1/+Mvr06VPkyaA4jj/++HjyySd3ud/Xv/71uO2226KysrIIU0HLsnDhwqipqYmGhobCf5s5c2accMIJpRsKiuiee+6Jiy66KN58882P3Wf48OFx//33F28oKIEVK1bEqaeeGi+++OJO97v00ktj0qRJUVZWVqTJoOns7N/tOeecE9OmTdut4zQ2Nsa3vvWtmDJlysfuM2rUqLj55pvb7PdKeakHoPksXLgwzj777Ni4cWN06dIlrrzyyjjxxBNj06ZNcffdd8ett94av//97+PUU0+NZ599Nrp06VLqkaHJrVy5MiIievbsGWeddVYcd9xxsf/++8f7778fc+fOjUmTJsXKlSvjP/7jP6KhoSHuuuuuEk8MxbV169a44IILoqGhIbp37x5r1qwp9UhQVHfeeWecd955sXXr1ujevXtcdNFFMXTo0OjatWusXr06li5dGjNmzIiKiopSjwrNqqGh4UMx6fDDD49vf/vbccghh8S7774bs2fPjkmTJsWGDRti8uTJsd9++8Xll19e4qnh0+ndu3cMGDAgHn300fTXXnXVVYWYdOSRR8aYMWPioIMOiqVLl8bEiRPj+eefjylTpkRVVVX84Ac/aOrRW4ZG2qwTTjihMSIay8vLG3/zm9985PWJEyc2RkRjRDSOGzeuBBNC8zv11FMb//f//t+NDQ0NO3x97dq1jf369St8Lzz55JNFnhBKa/LkyY0R0di/f//GK6+8svC9MHPmzFKPBs3u5ZdfbuzYsWNjRDQed9xxjW+//fbH7rtly5YiTgbFd++99xbOAccee+wOf3aaP39+Y0VFRWNENH7uc59rrK+vL8Gk8OmMHTu2ccaMGY2rV69ubGxsbFy+fHnh3/4555yzW8dYsmRJY3l5eWNENNbU1DRu3LjxQ69v2LChsaampvB+/JVXXmnqv0aL4BlKbdSzzz5beP7F+eefH8cee+xH9vnOd74TAwYMiIiIG2+8Merr64s5IhTFgw8+GGeffXbsscceO3y9W7duMWnSpMKf77333mKNBiW3YsWK+N73vhcRET/96U/d8km7M3r06NiyZUt069Yt7rvvvvjsZz/7sfv6/qCtmzNnTmH7yiuv3OHPTgMHDozTTjstIiLWr18fixcvLtp80FTGjRsXp512Wuy7776f+BiTJ08uPCrgpptuij333PNDr++1115x0003RcQHV//deOONn3itlkxQaqO2v8f/vPPO2+E+HTp0iG984xsR8cEJwQNYaa+2f07M0qVLSzcIFNk//uM/xnvvvRfnnHOO5yXR7ixevDh+/etfR0TEP//zP0e3bt1KPBGUVl1dXWF7Z89XPeiggwrbW7ZsadaZoCVqbGyMBx54ICIi+vfvH4MHD97hfoMHD45DDjkkIj54f97YBh9fLSi1Uds+tapz584xcODAj93v+OOPL2zPnj272eeClmj7H6A6dPB/Fmkffv7zn8eDDz4YXbt2jRtuuKHU40DR3XPPPYXts846q7C9fv36WLJkyU4f0A1tUb9+/Qrby5Yt+9j9tv3yraysLPr27dvsc0FLs3z58sJzWrd/P70j216vra2NV199tblHKzrvnNqoRYsWRUTEwQcfHOXlH//s9f79+3/ka6C9mTVrVmF7++8JaKvefvvtuPjiiyMiYsKECVFVVVXiiaD4tn30+Wc/+9kYMGBA/Nd//VccccQR0bVr1+jXr19069Yt+vTpE+PGjYv33nuvxNNC8xs5cmTsvffeEfHBueH999//yD7PP/98PPTQQxER8fd///eF/aE92f59867eO7T199uCUhu0efPmWLduXUREVFdX73Tfz33uc9G5c+eI+OBZGtDebN26Na6//vrCn88+++wSTgPFMWbMmFi9enX8+Z//eZx//vmlHgdK4uWXX46IiAMOOCBGjx4dX/va1+K3v/3th/ZZvnx5XHPNNXHsscfG66+/XooxoWiqqqpi2rRpseeee8acOXPi6KOPjjvvvDPmzZsXv/rVr2LcuHFx/PHHR11dXfzZn/1Z/PjHPy71yFAS279v3tX77d69e+/w69oKQakNevfddwvbXbp02eX+24KS377RHk2ePDmeeeaZiIgYMWJE1NTUlHgiaF6zZ8+O2267LcrLy+Pmm2+OsrKyUo8EJfHWW29FxAfPUvr3f//32GeffeLmm2+ONWvWxObNm+PZZ5+NU045JSIiXnrppTjrrLNi69atpRwZmt2IESNi/vz5cf7558cLL7wQ55xzThx77LExbNiwuOaaa2KvvfaKH//4xzF79uzo0aNHqceFksi83972Xjuibb7fFpTaoM2bNxe2d+cTSTp27BgREZs2bWq2maAlmjVrVvzLv/xLRER07949fvrTn5Z4ImhedXV1MWrUqGhsbIxLL700DjvssFKPBCWzYcOGiPjgocJ77LFHPPzww3HhhRdGVVVVdOzYMWpqauLBBx8sRKXf/OY3cd9995VyZGh29fX1cdddd8WMGTN2+ADhN954I6ZPn+7DfGjXMu+3t73Xjmib77cFpTaoU6dOhe3tHzb8cbZ9OsOfftQhtGW/+93vYsSIEdHQ0BAdO3aMn//855/qo0OhNbjuuuti0aJFsf/++8fVV19d6nGgpLb/eemss87a4af0dOjQ4UMPrZ8+fXpRZoNS2LBhQ5x00kkxfvz4ePPNN2PMmDGxaNGi2LJlS7zzzjvx6KOPxtChQ+PZZ5+N008/PX7yk5+UemQoicz77e0/CbEtvt8WlNqgz3zmM4Xt3bmsbttv6Hbn9jhoC5YvXx4nn3xyrF+/PvbYY4+YPn36Lj+hAVq7xYsXxw9/+MOIiLjppps+dAk2tEfb/7y07SqkHTn00EOjV69eERHx7LPPNvtcUCpXX311PPnkkxERMXXq1JgwYUL0798/KisrY++9945hw4bFzJkz48QTT4zGxsb49re//ZHnjkF7kHm/ve29dkTbfL/98R//RavVqVOn6NatW6xbty5qa2t3uu/69esL/8i3f2AYtFWvv/56nHTSSfH6669HWVlZ3H777TFixIhSjwXNbvLkyVFXVxd9+vSJjRs3xt133/2RfV566aXC9uOPPx6rV6+OiIjTTz9dgKLN6d27d+Hf+O48VHXlypWxZs2aYowGRdfY2Bh33HFHRET069cvzjnnnB3uV15eHtdee20MHTo0tm7dGnfccUdMnjy5mKNCyW1/ztjV++3tH8TdFt9vC0pt1IABA+Kpp56KV155JRoaGqK8fMf/X7148eIPfQ20ZevWrYthw4bFsmXLIuKDqzS+8Y1vlHgqKI5tl1wvW7YsRo4cucv9r7322sL28uXLBSXanEMPPbRwxdGOPh59e9te/7ifp6C1e+ONNwoPqj/yyCN3uu/AgQML29u/l4D24otf/GJhe1ffA239/bZb3tqooUOHRsQHl9gtWLDgY/ebNWtWYXvIkCHNPheUyjvvvBN/+Zd/WfiY6Ouvvz7+6Z/+qcRTAVAqf/EXf1HYXrp06U733faLiG23vkFbs30sbWho2Om+9fX1O/w6aC8OPPDA6NmzZ0R8+P30jmy7jbRXr15xwAEHNPdoRScotVF//dd/Xdjedvnqn9q6dWvceeedERGxzz77xIknnliM0aDoNm7cGKeeemo899xzERHxr//6r3HFFVeUeCoormnTpkVjY+NO/7f9g7pnzpxZ+O9t8QcgOOOMM6KioiIiYqef3jZr1qx48803IyLiuOOOK8psUGxdu3aNvffeOyIi5s6du9OotP0b6AMPPLDZZ4OWpqysLIYPHx4RH1yBNG/evB3uN2/evMIVSsOHD4+ysrKizVgsglIbNWjQoMIPPVOnTo25c+d+ZJ9JkybFokWLIiLi4osvLvxQBW1JXV1djBgxIubMmRMRH/xb/8EPflDiqQAotc9//vPxD//wDxER8dhjj+3wuWLvvvtuXHLJJYU/X3jhhcUaD4qqQ4cOceqpp0bEB8+bHD9+/A73W79+/Yd+KXfaaacVZT5oaS655JLCFXqjR4+OTZs2fej1TZs2xejRoyPigyv5tj+XtCVljY2NjaUegubx/PPPx5AhQ2LTpk3RpUuX+O53vxsnnnhibNq0Ke6+++6YMmVKRHzw4L358+d/6Gn10Fb8zd/8TeE3z1/60pfixhtv3OlvByorK6Nfv37FGg9alGuuuSbGjRsXER9coXTCCSeUdiBoZmvXro2ampp47bXXory8PL71rW/FmWeeGXvvvXe8+OKLMWHChMJvly+66KL4X//rf5V4Ymg+ixcvjoEDB8bGjRsj4oMPZDjnnHOiT58+sXnz5pg3b17ceOON8dprr0VExJe//OX41a9+VcqR4ROZPXt2vPLKK4U/r1u3Li6//PKI+OAxMNt+2bDNueeeu8PjXHnllXH99ddHxAfPHrviiivioIMOiqVLl8aECRPi+eefL+x33XXXNcPfpPQEpTZuxowZ8bWvfS3++7//e4ev9+vXLx566KE4+OCDizwZFEf20tIvfOEL8eqrrzbPMNDCCUq0R4sWLYozzjjjQ28u/tQ3v/nNuPnmm13NTZv3q1/9KkaOHBnr1q3b6X5f+tKX4t57743Pfe5zRZoMms65554bP/vZz3Z7/49LJlu3bo0LLrggbr/99o/92vPPPz+mTJkSHTq0zZvD2ubfioLTTz89fvvb38all14a/fr1i7322iv22WefqKmpKVRTMQkAaK8GDBgQL7zwQtxwww1xzDHHRNeuXaOysjKqq6vj7/7u7+Lxxx+PqVOnikm0CyeddFIsXrw4JkyYECeccEJUVVVFRUVF7LnnnnHggQfG2WefHffff3/86le/EpNo9zp06BBTp06Nhx56KIYPHx49e/aMysrK6NmzZwwfPjx++ctfxm233dZmY1KEK5QAAAAASGq7qQwAAACAZiEoAQAAAJAiKAEAAACQIigBAAAAkCIoAQAAAJAiKAEAAACQIigBAAAAkCIoAQAAAJAiKAEAAACQIigBAAAAkCIoAQAAAJAiKAEAAACQIigBAAAAkCIoAQAAAJAiKAEAAACQIigBAAAAkCIoAQAAAJAiKAEAAACQIigBAAAAkCIoAQAAAJAiKAEAAACQIigBAAAAkCIoAQAAAJAiKAEAAACQIigBAAAAkPL/A5qZPBizFeHnAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 582, "width": 586 } }, "output_type": "display_data" } ], "source": [ "base = arcs_df.plot(column=\"comp_label\", cmap=\"Set2\", linewidth=5, figsize=(7, 7))\n", "vertices_df.plot(ax=base, color=\"k\", markersize=100, zorder=2);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Extract the largest component and plot" ] }, { "cell_type": "code", "execution_count": 49, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:06:16.569525Z", "start_time": "2022-11-02T03:06:16.284264Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 405, "width": 603 } }, "output_type": "display_data" } ], "source": [ "largest = spaghetti.extract_component(ntw, ntw.network_largest_component)\n", "# network vertices and arcs\n", "vertices_df, arcs_df = spaghetti.element_as_gdf(largest, vertices=True, arcs=True)\n", "base = arcs_df.plot(column=\"comp_label\", cmap=\"Set2\", linewidth=5, figsize=(7, 7))\n", "vertices_df.plot(ax=base, color=\"k\", markersize=100, zorder=2);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Empirical Example — New Haven, Connecticut" ] }, { "cell_type": "code", "execution_count": 50, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:07:13.136546Z", "start_time": "2022-11-02T03:06:16.572359Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Example not downloaded: Chicago parcels\n", "Example not downloaded: Chile Migration\n", "Example not downloaded: Spirals\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/the-gaboardi/miniconda3/envs/py310_spgh_dev/lib/python3.10/site-packages/libpysal/weights/weights.py:172: UserWarning: The weights matrix is not fully connected: \n", " There are 21 disconnected components.\n", " There are 7 islands with ids: (1494, 1495), (2129, 2130), (3756, 3757), (8669, 8670), (9611, 9612), (11152, 11153), (11228, 11229).\n", " warnings.warn(message)\n" ] } ], "source": [ "libpysal.examples.available()\n", "newhaven = libpysal.examples.get_path(\"newhaven_nework.shp\")\n", "ntw = spaghetti.Network(in_data=newhaven, extractgraph=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Extract the longest component" ] }, { "cell_type": "code", "execution_count": 51, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:08:04.467850Z", "start_time": "2022-11-02T03:07:13.139475Z" } }, "outputs": [], "source": [ "longest = spaghetti.extract_component(ntw, ntw.network_longest_component)" ] }, { "cell_type": "code", "execution_count": 52, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:08:11.925671Z", "start_time": "2022-11-02T03:08:04.470839Z" } }, "outputs": [], "source": [ "# network vertices and arcs\n", "vertices_df, arcs_df = spaghetti.element_as_gdf(ntw, vertices=True, arcs=True)\n", "arcs_df.crs = \"epsg:4269\"\n", "arcs_df = arcs_df.to_crs(\"epsg:6433\")" ] }, { "cell_type": "code", "execution_count": 53, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:08:18.925780Z", "start_time": "2022-11-02T03:08:11.929026Z" } }, "outputs": [], "source": [ "# longest vertices and arcs\n", "lc_vertices, lc_arcs = spaghetti.element_as_gdf(longest, vertices=True, arcs=True)\n", "lc_arcs.crs = \"epsg:4269\"\n", "lc_arcs = lc_arcs.to_crs(\"epsg:6433\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Filter non-longest component arcs" ] }, { "cell_type": "code", "execution_count": 54, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:08:18.937019Z", "start_time": "2022-11-02T03:08:18.928846Z" } }, "outputs": [], "source": [ "nlc = ntw.network_longest_component\n", "arcs_df = arcs_df[arcs_df.comp_label != nlc]\n", "ocomp = list(set(ntw.network_component_labels))\n", "ocomp.remove(nlc)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Plot network arcs" ] }, { "cell_type": "code", "execution_count": 55, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:08:18.943192Z", "start_time": "2022-11-02T03:08:18.939569Z" } }, "outputs": [], "source": [ "def legend(objects):\n", " \"\"\"Add a legend to a plot\"\"\"\n", " patches = make_patches(*objects)\n", " kws = {\"fancybox\": True, \"framealpha\": 0.85, \"fontsize\": \"x-large\"}\n", " kws.update({\"loc\": \"lower left\", \"labelspacing\": 2.0, \"borderpad\": 2.0})\n", " legend = matplotlib.pyplot.legend(handles=patches, **kws)\n", " legend.get_frame().set_facecolor(\"white\")" ] }, { "cell_type": "code", "execution_count": 56, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:08:18.950659Z", "start_time": "2022-11-02T03:08:18.944776Z" } }, "outputs": [], "source": [ "def make_patches(comp_type, in_comp, oc):\n", " \"\"\"Create patches for legend\"\"\"\n", " labels_colors_alpha = [\n", " [\"%s component: %s\" % (comp_type.capitalize(), in_comp), \"k\", 0.5],\n", " [\"Other components: %s-%s\" % (oc[0], oc[1]), \"r\", 1],\n", " ]\n", " patches = []\n", " for l, c, a in labels_colors_alpha:\n", " p = matplotlib.lines.Line2D([], [], lw=2, label=l, c=c, alpha=a)\n", " patches.append(p)\n", " return patches" ] }, { "cell_type": "code", "execution_count": 57, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:08:19.955617Z", "start_time": "2022-11-02T03:08:18.953751Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "image/png": { "height": 794, "width": 797 } }, "output_type": "display_data" } ], "source": [ "base = arcs_df.plot(color=\"r\", alpha=1, linewidth=3, figsize=(10, 10))\n", "lc_arcs.plot(ax=base, color=\"k\", linewidth=2, alpha=0.5, zorder=2)\n", "# add legend\n", "legend((\"longest\", nlc, (ocomp[0], ocomp[-1])))\n", "# add scale bar\n", "scalebar = ScaleBar(3, units=\"m\", location=\"lower right\")\n", "base.add_artist(scalebar)\n", "base.set(xticklabels=[], xticks=[], yticklabels=[], yticks=[]);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---------------------------------------" ] } ], "metadata": { "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" } }, "nbformat": 4, "nbformat_minor": 2 }