{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Customizing the queries\n", "\n", "As some of the examples in the basic **Pyrosm** tutorial shows, it is possible to customize the OSM parsing using a specific `custom_filter` parameter. This parameter is currently available for all methods except `get_network()`. \n", "The `custom_filter` can be highly useful if you want to parse only certain type of OpenStreetMap elements from the PBF, such as \"residential\" buildings or specific shops such as \"book\" -shops. \n", "\n", "In addition, Pyrosm allows the user to customize which attributes are parsed from the OSM elements into GeoDataFrame columns when parsing the data using the `extra_tags` -parameter. There is a specific set of default attributes that are always parsed from the OSM elements, but as OpenStreetMap is highly flexible in terms of what information can be associated with the data, this parameter makes it easy to parse some of the more \"exotic\" tags from the OSM. \n", "\n", "**Contents:**\n", "\n", " - [How to modify the parsing process with customized filters?](#Constructing-a-custom-filter)\n", " - [Advanced filtering](#Advanced-filtering)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Constructing a custom filter\n", "\n", "Before diving into documentation about how to construct a custom filter, it is good to understand a bit how OpenStreetMap data is constructed. OpenStreetMap represents: \n", "\n", ">_\"physical features on the ground (e.g., roads or buildings) using tags attached to its basic data structures (its nodes, ways, and relations). Each tag describes a geographic attribute of the feature being shown by that specific node, way or relation\"_ ([OSM Wiki, 2020](https://wiki.openstreetmap.org/wiki/Map_Features)). \n", "\n", "Pyrosm uses these tags to filter OSM data elements according specific predefined criteria which makes it possible to parse e.g. buildings or roads from the data. Passing your own `custom_filter` can be used to modify this process. \n", "\n", "There are certain rules that comes to constructing the `custom_filter`. The filter should always be a **Python dictionary** where the `key` should be a string and the `value` should be a list of OSM tag-values matching the criteria defined by the user. The `key` should correspond to the key in OpenStreetMap tags (e.g. \"building\") and the value-list should correspond the OSM values that are associated with the keys. You can see a long list of possible OSM keys and associated values from [OSM Map Features](https://wiki.openstreetmap.org/wiki/Map_Features) wiki page.\n", "\n", "As an example, a filter can look something like the one below which would parse all residential and retail buildings from the data:\n", "\n", " - `{\"building\": [\"residential\", \"retail\"]}`\n", " \n", "This `custom_filter` can be used with `get_buildings()` or `get_osm_by_custom_criteria()` -function. With any other function, this filter does not have any effect on the results, as `\"building\"` tag is only associated with physical features representing buildings. Hence, if you would use this filter e.g. when parsing roads with `get_network()`, it wouldn't do anything because none of the roads contain information about buildings (*shouldn't at least*). \n", "\n", "Let's test:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from pyrosm import OSM, get_data\n", "# Get test data \n", "fp = get_data(\"test_pbf\")\n", "\n", "# Initialize the reader\n", "osm = OSM(fp)\n", "\n", "# Read buildings with custom filter\n", "my_filter = {\"building\": [\"residential\", \"retail\"]}\n", "buildings = osm.get_buildings(custom_filter=my_filter)\n", "\n", "# Plot\n", "title = \"Filtered buildings: \" + \", \".join(buildings[\"building\"].unique())\n", "ax = buildings.plot(column=\"building\", cmap=\"RdBu\", legend=True)\n", "ax.set_title(title);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, as a result the data now only includes buildings that have `residential` or `retail` as a value for the key \"building\". " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Different kind of filters \n", "\n", "In some cases, such as when parsing Points of Interest (POI) from the PBF, it might be useful to e.g. parse all OSM features that are [shops](https://wiki.openstreetmap.org/wiki/Key:shop). If you want to parse all kind of shops (including all), it is possible to add `True` as a value in the `custom_filter`, such as in the case `A` below. \n", "\n", "Example filters: \n", "\n", " - A: `custom_filter={\"shop\": True}`\n", " - B: `custom_filter={\"shop\": True, \"tourism\": True, \"amenity\": True, \"leisure\": True}`\n", " - C: `custom_filter={\"shop\": [\"alcohol\"], \"tourism\": True, \"amenity\": [\"restaurant\", \"bar\"], \"leisure\": [\"dance\"]}`\n", " \n", "All of the filters above produce slightly different results. The filter `A` would return all shops, `B` would return a broad selection of POIs including all data that relates to shops, tourism, amenities or leisure. \n", "Filter `C` is very specific filter that might be used by someone in a party mood and being interested in knowing the shops selling alcohol, restaurants and bars, everything related to tourism and leisure activities related to dancing. \n", "\n", "Let's test:\n", "\n", "#### Filter A" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from pyrosm import OSM, get_data\n", "# Get test data \n", "fp = get_data(\"helsinki_pbf\")\n", "\n", "# Initialize the reader\n", "osm = OSM(fp)\n", "\n", "# Read POIs with custom filter A\n", "my_filter = {\"shop\": True}\n", " \n", "pois = osm.get_pois(custom_filter=my_filter)\n", "\n", "# Plot\n", "ax = pois.plot(column=\"shop\", legend=True, markersize=1, figsize=(14,6), legend_kwds=dict(loc='upper left', ncol=4, bbox_to_anchor=(1, 1)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Filter B" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from pyrosm import OSM, get_data\n", "# Get test data \n", "fp = get_data(\"helsinki_pbf\")\n", "\n", "# Initialize the reader\n", "osm = OSM(fp)\n", "\n", "# Read POIs with custom filter B\n", "my_filter={\"shop\": True, \"tourism\": True, \"amenity\": True, \"leisure\": True}\n", "pois = osm.get_pois(custom_filter=my_filter)\n", "\n", "# Merge poi type information into a single column\n", "pois[\"shop\"] = pois[\"shop\"].fillna(' ')\n", "pois[\"amenity\"] = pois[\"amenity\"].fillna(' ')\n", "pois[\"leisure\"] = pois[\"leisure\"].fillna(' ')\n", "pois[\"tourism\"] = pois[\"tourism\"].fillna(' ')\n", "pois[\"poi_type\"] = pois[\"amenity\"] + pois[\"shop\"] + pois[\"leisure\"] + pois[\"tourism\"] \n", "\n", "# Plot\n", "ax = pois.plot(column=\"poi_type\", legend=True, markersize=1, figsize=(14,8), legend_kwds=dict(loc='upper left', ncol=6, bbox_to_anchor=(1, 1)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Filter C" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from pyrosm import OSM, get_data\n", "# Get test data \n", "fp = get_data(\"helsinki_pbf\")\n", "\n", "# Initialize the reader\n", "osm = OSM(fp)\n", "\n", "# Read POIs with custom filter C\n", "my_filter={\"shop\": [\"alcohol\"], \"tourism\": True, \"amenity\": [\"restaurant\", \"bar\"], \"leisure\": [\"dance\"]}\n", "pois = osm.get_pois(custom_filter=my_filter)\n", "\n", "# Merge poi type information into a single column\n", "pois[\"shop\"] = pois[\"shop\"].fillna(' ')\n", "pois[\"amenity\"] = pois[\"amenity\"].fillna(' ')\n", "pois[\"leisure\"] = pois[\"leisure\"].fillna(' ')\n", "pois[\"tourism\"] = pois[\"tourism\"].fillna(' ')\n", "pois[\"poi_type\"] = pois[\"amenity\"] + pois[\"shop\"] + pois[\"leisure\"] + pois[\"tourism\"] \n", "\n", "# Plot\n", "ax = pois.plot(column=\"poi_type\", legend=True, markersize=4, figsize=(14,8), legend_kwds=dict(loc='upper left', ncol=2, bbox_to_anchor=(1, 1)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see from these examples. Using the `custom_filter` is an efficient way to customize what data is extracted from the OpenStreetMap data." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Advanced filtering" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If the above methods do not meet your needs, pyrosm provides a method `get_data_by_custom_criteria()` to fully customize what kind of data will be parsed from the OSM PBF, and how the filtering is conducted. The method provides possibility to specify what kind of OSM elements are parsed (nodes, ways, relations, or any combination of these) and it also provides possibility to determine whether the specified filter should be used to `\"keep`\" the data or `\"exclude\"` the data from OSM.\n", "\n", "Let's start by looking at the help:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on method get_data_by_custom_criteria in module pyrosm.pyrosm:\n", "\n", "get_data_by_custom_criteria(custom_filter, osm_keys_to_keep=None, filter_type='keep', tags_as_columns=None, keep_nodes=True, keep_ways=True, keep_relations=True, extra_attributes=None) method of pyrosm.pyrosm.OSM instance\n", " Parse OSM data based on custom criteria.\n", " \n", " Parameters\n", " ----------\n", " \n", " custom_filter : dict (required)\n", " A custom filter to filter only specific POIs from OpenStreetMap.\n", " \n", " osm_keys_to_keep : str | list\n", " A filter to specify which OSM keys should be kept.\n", " \n", " filter_type : str\n", " \"keep\" | \"exclude\"\n", " Whether the filters should be used to keep or exclude the data from OSM.\n", " \n", " Note: \"exclude\" works only with ways and relations. With nodes, only \"keep\" is supported,\n", " because with \"exclude\" almost all nodes would always be part of the end result as\n", " most nodes do not have tag information.\n", " \n", " tags_as_columns : list\n", " Which tags should be kept as columns in the resulting GeoDataFrame.\n", " \n", " keep_nodes : bool\n", " Whether or not the nodes should be kept in the resulting GeoDataFrame if they are found.\n", " \n", " keep_ways : bool\n", " Whether or not the ways should be kept in the resulting GeoDataFrame if they are found.\n", " \n", " keep_relations : bool\n", " Whether or not the relations should be kept in the resulting GeoDataFrame if they are found.\n", " \n", " extra_attributes : list (optional)\n", " Additional OSM tag keys that will be converted into columns in the resulting GeoDataFrame.\n", "\n" ] } ], "source": [ "from pyrosm import OSM, get_data\n", "fp = get_data(\"helsinki_pbf\")\n", "\n", "# Initialize the reader\n", "osm = OSM(fp)\n", "help(osm.get_data_by_custom_criteria)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, the function contains more parameters than any of the other functions. \n", "\n", "The first two parameters `custom_filter` and `osm_keys_to_keep` can be used to filter the data on a OSM tag level. \n", "Pyrosm implements a data filtering system that works on **two levels**. \n", "\n", "1. `osm_keys_to_keep` -parameter can be used to specify which kind of OSM elements should be considered as \"valid\" records for further filtering (i.e. a first level of filtering). For instance, by specifying `osm_keys_to_keep=\"highway\"` tells the filtering algorithm to only consider OSM elements representing roads for further filtering. You can also pass multiple keys to this parameter inside a list, such as `osm_keys_to_keep=[\"amenity\", \"shop\"]`, which would pass all OSM elements containing \"amenity\" and \"shop\" tag-keys for further consideration in the second level of filtering. \n", "2. `custom_filter` -parameter specifies the second level of filtering that can be used to specify more specifically what kind of OSM elements are accepted for the final GeoDataFrame, such as `{\"amenity\": [\"restaurant\", \"bar\"]}`. See more details [above](#Constructing-a-custom-filter).\n", "\n", "\n", "**Remarks**\n", "\n", "Notice that `osm_keys_to_keep` is an optional parameter, and by default the keys are parsed directly from the `custom_filter` dictionary (the keys of it). However, there are cases when it is useful to specify the `osm_keys_to_keep` yourself. For example, if you are interested to parse schools from the data you could use `custom_filter={\"amenity\": [\"school\"]}`. By default, this would parse all amenities that have a tag `\"school\"`. **However**, if you would be interested to find only **buildings that are tagged as schools** you could use a combination of the two filters:\n", "\n", " - `osm_keys_to_keep=\"building\"`\n", " - `custom_filter={\"amenity\": [\"school\"]}`\n", " \n", "The `osm_keys_to_keep` -parameter takes care that only such OSM elements that have a tag `\"building\"` are considered for further filtering, and then the `custom_filter` takes care that from buildings only such rows that have been tagged as `\"school\"` will be accepted to the final result.\n", "\n", "- Let's try this out:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of schools that have been tagged as buildings: 72\n", "Number of schools altogether: 512\n" ] } ], "source": [ "from pyrosm import OSM, get_data\n", "osm = OSM(get_data(\"helsinki_region_pbf\"))\n", "\n", "# Create a custom filter that finds all schools from the data\n", "custom_filter = {\"amenity\": [\"school\"]}\n", "\n", "# Specify that you are only interested in such \n", "# elements that have been tagged as buildings\n", "osm_keys_to_keep = [\"building\"]\n", "\n", "# Parse the data\n", "schools_that_are_buildings = osm.get_data_by_custom_criteria(osm_keys_to_keep=osm_keys_to_keep,\n", " custom_filter=custom_filter)\n", "\n", "print(\"Number of schools that have been tagged as buildings:\", len(schools_that_are_buildings))\n", "\n", "# ============\n", "# Comparison\n", "# ============\n", "\n", "# For comparison, let's parse all schools without the requirement of being a building\n", "# i.e. we do not use the 'osm_keys_to_keep' parameter at all\n", "all_schools = osm.get_data_by_custom_criteria(custom_filter=custom_filter)\n", "print(\"Number of schools altogether:\", len(all_schools))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As the results show, there are 72 buildings tagged as schools in the data. This is quite much fewer than the number of all schools existing in the data. Following this principle, it is possible to make highly customized queries.\n", "\n", "\n", "### Controlling which OSM element types are returned\n", "\n", "It is also possible to determine what kind of OSM elements are returned to the final GeoDataFrame. By default the `get_data_by_custom_criteria()` returns all elements, i.e. **nodes**, **ways** and **relations**. \n", "Let's continue from the previous example and assume that you would be interested to find out all schools that are Polygons. There are different ways to filter such data (e.g. utilizing the `geom_type` attribute of a GeoDataFrame), however, one way that his can be accomplished is to **filter out** such OSM elements that are **nodes** (i.e. points). \n", "\n", "You can easily control the type OSM elements that will be returned by using parameters:\n", " \n", " - `keep_nodes`\n", " - `keep_ways`\n", " - `keep_relations`\n", " \n", "By default all of these parameters are specified as `True`. However, if for example specify `nodes=False`, pyrosm will return only ways and relations but skip nodes. \n", "\n", "Let's test this by filtering the schools that are nodes:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of schools that are not nodes: 421\n" ] } ], "source": [ "# Continuing from the previous example ..\n", "\n", "# Parse all schools that are not nodes\n", "custom_filter = {\"amenity\": [\"school\"]}\n", "\n", "# Pass keep_nodes=False to filter out nodes\n", "schools_that_are_not_nodes = osm.get_data_by_custom_criteria(custom_filter=custom_filter,\n", " keep_nodes=False)\n", "\n", "\n", "print(\"Number of schools that are not nodes:\", len(schools_that_are_not_nodes))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we have only 421 schools left (from 512). \n", "\n", "Let's take a look of the geometry types: " ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array(['Polygon', 'MultiPolygon'], dtype=object)" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Add information about the geometry type\n", "schools_that_are_not_nodes[\"geom_type\"] = schools_that_are_not_nodes.geometry.geom_type\n", "\n", "# Print the geom types\n", "schools_that_are_not_nodes[\"geom_type\"].unique()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Great! Now we only have Polygons and MultiPolygons in the data. \n", "\n", "
\n", " \n", "Note: The `way` OSM element does not necessary mean that the geometries will be Polygons. They can be also LineStrings (depends on what kind of OSM data is parsed). Hence, if you need to parse OSM data based on geometry type, it is safer to use the `GeoDataFrame.geometry.geom_type` function (as above) and select the rows using [Pandas](https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html). \n", " \n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### `keep` vs `exclude` data with custom filters " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Pyrosm `get_data_by_custom_criteria()` makes it possible to also **filter out** records based on certain criteria. With parameter `filter_type` you specify whether the filters should be used as a criteria for keeping the records or excluding them.\n", "\n", "One example of when using `filter_type=\"exclude\"` can be useful, is for example when filtering specific roads from the OSM data. In fact, the `get_network()` function works exactly in such a way.\n", "\n", "As an example of the excluding filter, let's create a custom filter that parses all the cycling roads from OSM in a similar manner as is done by get_network(\"cycling\"):" ] }, { "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from pyrosm import OSM, get_data\n", "\n", "# When we want to keep only roads we want to only include data having \"highway\" tag (i.e. a road)\n", "# we can pass osm_keys_to_keep: This is a \"first level\" of filtering\n", "osm_keys_to_keep = \"highway\"\n", "\n", "# Second level of filtering is done by passing our custom filter:\n", "custom_filter = dict(\n", " # Areas are not parsed for networks by default\n", " area=['yes'],\n", " # OSM \"highway\" elements that have these tags, cannot be cycled\n", " highway=['footway', 'steps', 'corridor', 'elevator', 'escalator', 'motor', 'proposed',\n", " 'construction', 'abandoned', 'platform', 'raceway', 'motorway', 'motorway_link'],\n", " # If specifically said that cycling is not allowed, exclude such\n", " bicycle=['no'],\n", " # Do not include private roads\n", " service=['private']\n", " )\n", "\n", "# In this case we want to EXCLUDE all the rows that have tags matching the criteria above\n", "filter_type = \"exclude\"\n", "\n", "# Run and get all cycling roads\n", "osm = OSM(get_data(\"test_pbf\"))\n", "cycling = osm.get_data_by_custom_criteria(custom_filter=custom_filter, \n", " osm_keys_to_keep=osm_keys_to_keep,\n", " filter_type=filter_type)\n", "cycling.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we have filtered all the roads that can be cycled. This corresponds to the one procuded by default with `get_network(\"cycling\")`:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "cycling2 = osm.get_network(\"cycling\")\n", "cycling2.plot()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.7.6" } }, "nbformat": 4, "nbformat_minor": 4 }