{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Shortest path analysis\n", "\n", "**Lesson objectives**\n", "\n", "This tutorial focuses on **spatial networks** and learn how to construct a routable **directed** graph for Networkx and find shortest paths along the given street network based on travel times or distance by car. In addition, we will learn how to calculate travel times from a single source into all nodes in the graph. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Tutorial\n", "\n", "In this tutorial we will focus on a network analysis methods that relate to way-finding.\n", "Finding a shortest path from A to B using a specific street network is a very common spatial analytics\n", "problem that has many practical applications.\n", "\n", "Python provides easy to use tools for conducting spatial network analysis.\n", "One of the easiest ways to start is to use a library\n", "called [Networkx](https://networkx.github.io/documentation/stable/)\n", "which is a Python module that provides a lot tools that can be used to\n", "analyze networks on various different ways. It also contains algorithms\n", "such as [Dijkstra’s\n", "algorithm](https://networkx.github.io/documentation/networkx-1.10/reference/generated/networkx.algorithms.shortest_paths.weighted.single_source_dijkstra.html#networkx.algorithms.shortest_paths.weighted.single_source_dijkstra)\n", "or [A\\*](https://networkx.github.io/documentation/networkx-1.10/reference/generated/networkx.algorithms.shortest_paths.astar.astar_path.html#networkx.algorithms.shortest_paths.astar.astar_path)\n", "algoritm that are commonly used to find shortest paths along\n", "transportation network.\n", "\n", "Next, we will learn how to do spatial network analysis in practice." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Typical workflow for routing\n", "\n", "If you want to conduct network analysis (in any programming language) there are a few basic steps that typically needs to be done before you can start routing. These steps are:\n", "\n", " 1. **Retrieve data** (such as street network from OSM or Digiroad + possibly transit data if routing with PT).\n", " 2. **Modify the network** by adding/calculating edge weights (such as travel times based on speed limit and length of the road segment).\n", " 3. **Build a routable graph** for the routing tool that you are using (e.g. for NetworkX, igraph or OpenTripPlanner).\n", " 4. **Conduct network analysis** (such as shortest path analysis) with the routing tool of your choice. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1. Retrieve data\n", "\n", "As a first step, we need to obtain data for routing. [Pyrosm](https://pyrosm.readthedocs.io/en/latest/) library makes it really easy to retrieve routable networks from OpenStreetMap (OSM) with different transport modes (walking, cycling and driving). \n", "\n", "- Let's first extract OSM data for Helsinki that are walkable. In `pyrosm`, we can use a function called `osm.get_network()` which retrieves data from OpenStreetMap. It is possible to specify what kind of roads should be retrieved from OSM with `network_type` -parameter (supports `walking`, `cycling`, `driving`). \n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from pyrosm import OSM, get_data\n", "import geopandas as gpd\n", "import pandas as pd\n", "import networkx as nx\n", "\n", "# We will use test data for Helsinki that comes with pyrosm\n", "osm = OSM(get_data(\"helsinki_pbf\"))\n", "\n", "# Parse roads that can be driven by car\n", "roads = osm.get_network(network_type=\"driving\")\n", "roads.plot(figsize=(10,10))" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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2 rows Ă— 30 columns

\n", "
" ], "text/plain": [ " access area bicycle bridge cycleway foot footway highway int_ref \\\n", "0 None None None None None None None unclassified None \n", "1 None None None None None None None unclassified None \n", "\n", " lanes ... surface tunnel width id timestamp version \\\n", "0 2 ... paved None None 4236349 1380031970 21 \n", "1 2 ... paved None None 4243035 1543430213 12 \n", "\n", " tags osm_type \\\n", "0 {\"name:fi\":\"Erottajankatu\",\"name:sv\":\"Skillnad... way \n", "1 {\"name:fi\":\"Korkeavuorenkatu\",\"name:sv\":\"H\\u00... way \n", "\n", " geometry length \n", "0 MULTILINESTRING ((24.94327 60.16651, 24.94337 ... 14.0 \n", "1 MULTILINESTRING ((24.94567 60.16767, 24.94567 ... 51.0 \n", "\n", "[2 rows x 30 columns]" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "roads.head(2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Okay, now we have drivable roads as a GeoDataFrame for the city center of Helsinki. If you look at the GeoDataFrame (scroll to the right), we can see that `pyrosm` has also calculated us the `length` of each road segment (presented in meters). The geometries are presented here as `MultiLineString` objects. From the map above we can see that the data also includes short pieces of roads that do not lead to anywhere (i.e. they are *isolated*). This is a typical issue when working with real-world data such as roads. Hence, at some point we need to take care of those in someway (remove them (typical solution), or connect them to other parts of the network). \n", "\n", "In OSM, the information about the allowed direction of movement is stored in column `oneway`. Let's take a look what kind of values we have in that column:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array(['yes', None, 'no'], dtype=object)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "roads[\"oneway\"].unique()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see the unique values in that column are `\"yes\"`, `\"no\"` or `None`. We can use this information to construct a `directed` graph for routing by car. For walking and cycling, you typically want create a `bidirectional` graph, because the travel is typically allowed in both directions at least in Finland. Notice, that the rules vary by country, e.g. in Copenhagen you have oneway rules also for bikes but typically each road have the possibility to travel both directions (you just need to change the side of the road if you want to make a U-turn). Column `maxspeed` contains information about the speed limit for given road:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array(['30', '40', None, '20', '10', '5', '50'], dtype=object)" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "roads[\"maxspeed\"].unique()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, there are also `None` values in the data, meaning that the speed limit has not been tagged for some roads. This is typical, and often you need to fill the non existing speed limits yourself. This can be done by taking advantage of the road class that is always present in column `highway`:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array(['unclassified', 'residential', 'secondary', 'service', 'tertiary',\n", " 'primary', 'primary_link', 'cycleway', 'footway', 'tertiary_link',\n", " 'pedestrian', 'trail', 'crossing'], dtype=object)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "roads[\"highway\"].unique()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Based on these values, we can make assumptions that e.g. `residential` roads in Helsinki have a speed limit of 30 kmph. Hence, this information can be used to fill the missing values in `maxspeed`. As we can see, the current version of the `pyrosm` tool seem to have a bug because some non-drivable roads were also leaked to our network (e.g. `footway`, `cycleway`). If you notice these kind of issues with any of the libraries that you use, please notify the developers by raising an Issue in GitHub. This way, you can help improving the software. For this given problem, an [issue has already been raised](https://github.com/HTenkanen/pyrosm/issues/108) so you don't need to do it again (it's always good to check if a related issue exists in GitHub before adding a new one). " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Okay, but how can we make a routable graph out of this data of ours? Let's remind us about the basic elements of a graph that we went through in the lecture slides:\n", "\n", "![Basic elements of a graph](img/graph_elements.png)\n", "\n", "So to be able to create a graph we need to have **nodes** and **edges**. Now we have a GeoDataFrame of edges, but where are those nodes? Well they are not yet anywhere, but with `pyrosm` we can easily retrieve the nodes as well by specifying `nodes=True`, when parsing the streets:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(60.17, 60.173)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Parse nodes and edges\n", "nodes, edges = osm.get_network(network_type=\"driving\", nodes=True)\n", "\n", "# Plot the data\n", "ax = edges.plot(figsize=(10,10), color=\"gray\", lw=1.0)\n", "ax = nodes.plot(ax=ax, color=\"red\", markersize=2)\n", "\n", "# Zoom in to take a closer look\n", "#ax.set_xlim([24.9375, 24.945])\n", "ax.set_ylim([60.17, 60.173])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Okay, as we can see now we have both the roads (i.e. *edges*) and the nodes that connect the street elements together (in red) that are typically intersections. However, we can see that many of the nodes are in locations that are clearly not intersections. This is intented behavior to ensure that we have full **connectivity** in our network. We can at later stage clean and simplify this network by merging all roads that belong to the same link (i.e. street elements that are between two intersections) which also reduces the size of the network. \n", "\n", "```{note} \n", "\n", "In OSM, the street topology is typically not directly suitable for graph traversal due to missing nodes at intersections which means that the roads are not splitted at those locations. The consequence of this, is that it is not possible to make a turn if there is no intersection present in the data structure. Hence, `pyrosm` will separate all road segments/geometries into individual rows in the data. \n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's take a look what our nodes data look like:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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lonlattagstimestampversionchangesetidgeometry
024.94327160.166514None1390926206201372477605POINT (24.94327 60.16651)
124.94336560.166444{'highway': 'crossing', 'crossing': 'traffic_s...138391535760292727220POINT (24.94337 60.16644)
224.94340360.166408None1374595731102394117042POINT (24.94340 60.16641)
324.94566860.167668{'highway': 'crossing', 'crossing': 'uncontrol...129071465850296250563POINT (24.94567 60.16767)
424.94567160.167630{'traffic_calming': 'divider'}1354578076102049084195POINT (24.94567 60.16763)
\n", "
" ], "text/plain": [ " lon lat tags \\\n", "0 24.943271 60.166514 None \n", "1 24.943365 60.166444 {'highway': 'crossing', 'crossing': 'traffic_s... \n", "2 24.943403 60.166408 None \n", "3 24.945668 60.167668 {'highway': 'crossing', 'crossing': 'uncontrol... \n", "4 24.945671 60.167630 {'traffic_calming': 'divider'} \n", "\n", " timestamp version changeset id geometry \n", "0 1390926206 2 0 1372477605 POINT (24.94327 60.16651) \n", "1 1383915357 6 0 292727220 POINT (24.94337 60.16644) \n", "2 1374595731 1 0 2394117042 POINT (24.94340 60.16641) \n", "3 1290714658 5 0 296250563 POINT (24.94567 60.16767) \n", "4 1354578076 1 0 2049084195 POINT (24.94567 60.16763) " ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "nodes.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, the `nodes` GeoDataFrame contains information about the coordinates of each node as well as a unique `id` for each node. These `id` values are used to determine the connectivity in our network. Hence, `pyrosm` has also added two columns to the `edges` GeoDataFrame that specify **from** and **to** ids for each edge. Column `u` contains information about the **from-id** and column `v` about the **to-id** accordingly:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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geometryuvlength
0LINESTRING (24.94327 60.16651, 24.94337 60.16644)13724776052927272209.370
1LINESTRING (24.94337 60.16644, 24.94340 60.16641)29272722023941170424.499
2LINESTRING (24.94567 60.16767, 24.94567 60.16763)29625056320490841954.174
3LINESTRING (24.94567 60.16763, 24.94569 60.16744)20490841956007235921.692
4LINESTRING (24.94569 60.16744, 24.94571 60.16726)60072359610070432719.083
\n", "
" ], "text/plain": [ " geometry u v \\\n", "0 LINESTRING (24.94327 60.16651, 24.94337 60.16644) 1372477605 292727220 \n", "1 LINESTRING (24.94337 60.16644, 24.94340 60.16641) 292727220 2394117042 \n", "2 LINESTRING (24.94567 60.16767, 24.94567 60.16763) 296250563 2049084195 \n", "3 LINESTRING (24.94567 60.16763, 24.94569 60.16744) 2049084195 60072359 \n", "4 LINESTRING (24.94569 60.16744, 24.94571 60.16726) 60072359 6100704327 \n", "\n", " length \n", "0 9.370 \n", "1 4.499 \n", "2 4.174 \n", "3 21.692 \n", "4 19.083 " ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Check last four columns\n", "edges.iloc[:5,-4:]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can see that the geometries are now stored as `LineString` instead of `MultiLineString`. At this point, we can fix the issue related to having some pedestrian roads in our network. We can do this by removing all edges from out GeoDataFrame that have `highway` value in `'cycleway', 'footway', 'pedestrian', 'trail', 'crossing'`:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "edges = edges.loc[~edges[\"highway\"].isin(['cycleway', 'footway', 'pedestrian', 'trail', 'crossing'])].copy()\n", "edges.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can see, that some of the isolated edges were removed from the data. The character `~` (tilde) in the command above is a *negation* operator that is handy if you want to e.g. remove some rows from your GeoDataFrame based on criteria such as we used here. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Modify the data\n", "\n", "At this stage, we have the necessary components to build a routable graph (nodes and edges) based on distance. However, in real life the network distance is not the best cost metric to use, because the shortest path (based on distance) is not necessarily always the optimal route in terms of **travel time**. Time is typically the measure that people value more (plus it is easier to comprehend), so at this stage we want to **add a new cost attribute** to our edges GeoDataFrame that converts the metric distance information to travel time (in seconds) based on following formula:\n", "\n", " - ` / ( / 3.6)`\n", " \n", "Before we can do this calculation, we need to ensure that all rows in `maxspeed` column have information about the speed limit. Let's check the value counts of the column and also include information about the `NaN` values with `dropna` parameter:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "30 1110\n", "None 628\n", "40 422\n", "10 50\n", "20 36\n", "5 21\n", "50 2\n", "Name: maxspeed, dtype: int64" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Count values\n", "edges[\"maxspeed\"].value_counts(dropna=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, the rows which do not contain information about the speed limit is the second largest group in our data. Hence, we need to apply a criteria to fill these gaps. We can do this based on following \"rule of thumb\" criteria in Finland (notice that these vary country by country):\n", "\n", "| Road class | Speed limit within urban region | Speed limit outside urban region |\n", "|----------------------|---------------------------------|----------------------------------|\n", "| motorway | 100 | 120 |\n", "| motorway_link | 80 | 80 |\n", "| trunk | 60 | 100 |\n", "| trunk_link | 60 | 60 |\n", "| primary | 50 | 80 |\n", "| primary_link | 50 | 50 |\n", "| secondary | 50 | 50 |\n", "| secondary_link | 50 | 50 |\n", "| tertiary | 50 | 60 |\n", "| tertiary_link | 50 | 50 |\n", "| unclassified | 50 | 80 |\n", "| unclassified_link | 50 | 50 |\n", "| residential | 50 | 80 |\n", "| living_street | 20 | NA |\n", "| service | 30 | NA |\n", "| other | 50 | 80 |\n", "\n", "For simplicity, we can consider that all the roads in Helsinki Region follows the *within urban region* speed limits, although this is not exactly true (the higher speed limits start somewhere at the outer parts of the city region). For making the speed limit values more robust / correct, you could use data about urban/rural classification which is available in Finland from [Finnish Environment Institute](https://www.avoindata.fi/data/fi/dataset/kaupunki-maaseutu-luokitus-ykr). Let's first convert our `maxspeed` values to integers using `astype()` method:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "[30, 40, , 20, 10, 5, 50]\n", "Length: 7, dtype: Int64" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "edges[\"maxspeed\"] = edges[\"maxspeed\"].astype(float).astype(pd.Int64Dtype())\n", "edges[\"maxspeed\"].unique()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, now the maxspeed values are stored in integer format inside an `IntegerArray`, and the `None` values were converted into `pandas.NA` objects that are assigned with ``. Now we can create a function that returns a numeric value for different road classes based on the criteria in the table above:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "def road_class_to_kmph(road_class):\n", " \"\"\"\n", " Returns a speed limit value based on road class, \n", " using typical Finnish speed limit values within urban regions.\n", " \"\"\"\n", " if road_class == \"motorway\":\n", " return 100\n", " elif road_class == \"motorway_link\":\n", " return 80\n", " elif road_class in [\"trunk\", \"trunk_link\"]:\n", " return 60\n", " elif road_class == \"service\":\n", " return 30\n", " elif road_class == \"living_street\":\n", " return 20\n", " else:\n", " return 50" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can apply this function to all rows that **do not have speed limit information**:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " maxspeed highway\n", "30 30 service\n", "47 30 service\n", "48 30 service\n", "49 30 service\n", "50 30 service" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Separate rows with / without speed limit information \n", "mask = edges[\"maxspeed\"].isnull()\n", "edges_without_maxspeed = edges.loc[mask].copy()\n", "edges_with_maxspeed = edges.loc[~mask].copy()\n", "\n", "# Apply the function and update the maxspeed\n", "edges_without_maxspeed[\"maxspeed\"] = edges_without_maxspeed[\"highway\"].apply(road_class_to_kmph)\n", "edges_without_maxspeed.head(5).loc[:, [\"maxspeed\", \"highway\"]]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Okay, as we can see now the `maxspeed` value have been updated according our criteria, and e.g. the `service` road class have been given the speed limit 30 kmph. Now we can recreate the edges GeoDataFrame by combining the two frames: " ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_385531/2154535046.py:1: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n", " edges = edges_with_maxspeed.append(edges_without_maxspeed)\n" ] }, { "data": { "text/plain": [ "\n", "[30, 40, 20, 10, 5, 50]\n", "Length: 6, dtype: Int64" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "edges = edges_with_maxspeed.append(edges_without_maxspeed)\n", "edges[\"maxspeed\"].unique()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Great, now all of our edges have information about the speed limit. We can also visualize them:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Convert the value into regular integer Series (the plotting requires having Series instead of IntegerArray) \n", "edges[\"maxspeed\"] = edges[\"maxspeed\"].astype(int)\n", "ax = edges.plot(column=\"maxspeed\", figsize=(10,10), legend=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we can calculate the travel time in seconds using the formula we saw earlier and add that as a new cost attribute for our network:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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uvlengthtravel_time_seconds
013724776052927272209.3701.12440
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" ], "text/plain": [ " u v length travel_time_seconds\n", "0 1372477605 292727220 9.370 1.12440\n", "1 292727220 2394117042 4.499 0.53988\n", "2 296250563 2049084195 4.174 0.50088\n", "3 2049084195 60072359 21.692 2.60304\n", "4 60072359 6100704327 19.083 2.28996\n", "5 6100704327 296250223 6.027 0.72324\n", "6 264015226 25345665 9.644 1.15728\n", "7 25345665 296248024 7.016 0.84192\n", "8 296248024 426911766 4.137 0.49644\n", "9 426911766 60072364 21.132 2.53584" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "edges[\"travel_time_seconds\"] = edges[\"length\"] / (edges[\"maxspeed\"]/3.6)\n", "edges.iloc[0:10, -4:]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Excellent! Now our GeoDataFrame has all the information we need for creating a graph that can be used to conduct shortest path analysis based on length or travel time. Notice that here we assume that the cars can drive with the same speed as what the speed limit is. Considering the urban dynamics and traffic congestion, this assumption might not hold, but for simplicity, we assume so in this tutorial. " ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "## 3. Build a directed graph for routing using pyrosm\n", "\n", "Now as we have calculated the travel time for our edges. We still need to convert our nodes and edges into a directed graph, so that we can start using it for routing. There are easy-to-use functionalities for doing this in `pyrosm` and `osmnx`. \n", "\n", "As a background information, it is good to understand that our edges represents a `directed` network. This means that the information stored in `oneway` column will be used to determine the network structure for the edges based on the rules in that column. If the `oneway` is `'yes'`, it means that the street can be driven only to one direction, and if it is `None` or has a value `\"no\"`, then that road can be driven to both directions. This means that the tool will make new duplicate edge and reversing the from-id and to-id values in the `u` and `v` columns in the data. In addition, value `-1` in the `oneway` column means that the road can only be driven to one direction but **against** the digitization direction. In such cases, the edge is flipped: the *to-id* (`u`) and *from-id* (`u`) is reversed so that the directionality in the graph is correctly specified. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- Let's see how we can create a routable NetworkX graph using `pyrosm` with one command:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "G = osm.to_graph(nodes, edges, graph_type=\"networkx\")\n", "G" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we have a routable graph. `pyrosm` actually does some additional steps in the background. By default, `pyrosm` cleans all **unconnected** edges from the graph and only keeps edges that can be reached from every part of the network. In addition, `pyrosm` automatically modifies the graph attribute information in a way that they are compatible with `OSMnx` that provides many handy functionalities to work with graphs. Such as plotting an interactive map based on the graph:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import osmnx as ox \n", "ox.plot_graph_folium(G)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4. Routing with NetworkX\n", "\n", "Now we have everything we need to start routing with NetworkX (based on driving distance or travel time). But first, let's again go through some basics about routing.\n", "\n", "### Basic logic in routing\n", "\n", "Most (if not all) routing algorithms work more or less in a similar manner. The basic steps for finding an optimal route from A to B, is to:\n", " 1. Find the nearest node for origin location \\* (+ get info about its node-id and distance between origin and node)\n", " 2. Find the nearest node for destination location \\* (+ get info about its node-id and distance between origin and node)\n", " 3. Use a routing algorithm to find the shortest path between A and B\n", " 4. Retrieve edge attributes for the given route(s) and summarize them (can be distance, time, CO2, or whatever)\n", " \n", "\\* in more advanced implementations you might search for the closest edge\n", "\n", "This same logic should be applied always when searching for an optimal route between a single origin to a single destination, or when calculating one-to-many -type of routing queries (producing e.g. travel time matrices). " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Find the optimal route between two locations\n", "\n", "Next, we will learn how to find the shortest path between two locations using [Dijkstra's](https://en.wikipedia.org/wiki/Dijkstra%27s_algorithm) algorithm.\n", "\n", "First, let's find the closest nodes for two locations that are located in the area. OSMnx provides a handly function for geocoding an address `ox.geocode()`. We can use that to retrieve the x and y coordinates of our origin and destination." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Origin coords: 24.9360071 60.1696202\n", "Destination coords: 24.95107282256198 60.172212099999996\n" ] } ], "source": [ "# OSM data is in WGS84 so typically we need to use lat/lon coordinates when searching for the closest node\n", "\n", "# Origin\n", "orig_address = \"Simonkatu 3, Helsinki\"\n", "orig_y, orig_x = ox.geocode(orig_address) # notice the coordinate order (y, x)!\n", "\n", "# Destination\n", "dest_address = \"Unioninkatu 33, Helsinki\"\n", "dest_y, dest_x = ox.geocode(dest_address) \n", "\n", "print(\"Origin coords:\", orig_x, orig_y)\n", "print(\"Destination coords:\", dest_x, dest_y)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Okay, now we have coordinates for our origin and destination.\n", "\n", "### Find the nearest nodes\n", "\n", "Next, we need to find the closest nodes from the graph for both of our locations. For calculating the closest point we use `ox.distance.nearest_nodes()` -function and specify `return_dist=True` to get the distance in meters." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Origin node-id: 659998487 and distance: 27.888258768172825 meters.\n", "Destination node-id: 1012307791 and distance: 24.7466116739603 meters.\n" ] } ], "source": [ "# 1. Find the closest nodes for origin and destination\n", "orig_node_id, dist_to_orig = ox.distance.nearest_nodes(G, X=orig_x, Y=orig_y, return_dist=True)\n", "dest_node_id, dist_to_dest = ox.distance.nearest_nodes(G, X=dest_x, Y=dest_y, return_dist=True)\n", "\n", "print(\"Origin node-id:\", orig_node_id, \"and distance:\", dist_to_orig, \"meters.\")\n", "print(\"Destination node-id:\", dest_node_id, \"and distance:\", dist_to_dest, \"meters.\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we are ready to start the actual routing with NetworkX. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Find the fastest route by distance / time\n", "\n", "Now we can do the routing and find the shortest path between the origin and target locations\n", "by using the `dijkstra_path()` function of NetworkX. For getting only the cumulative cost of the trip, we can directly use a function `dijkstra_path_length()` that returns the travel time without the actual path. \n", "\n", "With `weight` -parameter we can specify the attribute that we want to use as cost/impedance. We have now three possible weight attributes available: `'length'` and `'travel_time_seconds'`. \n", "\n", "- Let's first calculate the routes between locations by walking and cycling, and also retrieve the travel times" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "# Calculate the paths by walking and cycling\n", "metric_path = nx.dijkstra_path(G, source=orig_node_id, target=dest_node_id, weight='length')\n", "time_path = nx.dijkstra_path(G, source=orig_node_id, target=dest_node_id, weight='travel_time_seconds')\n", "\n", "# Get also the actual travel times (summarize)\n", "travel_length = nx.dijkstra_path_length(G, source=orig_node_id, target=dest_node_id, weight='length')\n", "travel_time = nx.dijkstra_path_length(G, source=orig_node_id, target=dest_node_id, weight='travel_time_seconds')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Okay, that was it! Let's now see what we got as results by visualizing the results.\n", "\n", "For visualization purposes, we can use a handy function again from OSMnx called `ox.plot_graph_route()` (for static) or `ox.plot_route_folium()` (for interactive plot).\n", "\n", "- Let's first make static maps" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "Text(0.5, 58.7222222222222, 'Shortest path distance 1190.0 meters.')" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Shortest path based on distance\n", "fig, ax = ox.plot_graph_route(G, metric_path)\n", "\n", "# Add the travel time as title\n", "ax.set_xlabel(\"Shortest path distance {t: .1f} meters.\".format(t=travel_length))" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "Text(0.5, 58.7222222222222, 'Travel time 2.1 minutes.')" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fig, ax = ox.plot_graph_route(G, time_path)\n", "\n", "# Add the travel time as title\n", "ax.set_xlabel(\"Travel time {t: .1f} minutes.\".format(t=travel_time/60))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Great! Now we have successfully found the optimal route between our origin and destination and we also have estimates about the travel time that it takes to travel between the locations by walking and cycling. As we can see, the route for both travel modes is exactly the same which is natural, as the only thing that changed here was the constant travel speed.\n", "\n", "- Let's still finally see an example how you can plot a nice interactive map out of our results with OSMnx:" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ox.plot_route_folium(G, time_path, popup_attribute='travel_time_seconds')" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.7" } }, "nbformat": 4, "nbformat_minor": 4 }