{
"cells": [
{
"cell_type": "markdown",
"id": "59ae41c0",
"metadata": {},
"source": [
"# "
]
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{
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"source": [
"# `osbng` Indexing Polygon Examples\n",
"\n",
"The indexing functions within the `osbng` package are contained within the `osbng.indexing` and `osbng.indexing_gpd` modules. \n",
"\n",
"The `osbng.indexing.geom_to_bng` and `osbng.indexing.geom_to_bng_intersection` functions enable the indexing of geometries, represented using [`Shapely`](https://github.com/shapely/shapely/) Geometry objects, into grid squares at a specified resolution. Both functions accept Shapely Geometry objects of the following types: `Point`, `LineString`, `Polygon`, `MultiPoint`, `MultiLineString`, `MultiPolygon`, and `GeometryCollection`. The geometry coordinates must be encoded in the [British National Grid (OSGB36) EPSG:27700](https://epsg.io/27700) coordinate reference system. The functions operate directly on Shapely Geometry objects allowing you to use these functions with standard Python data structures (e.g., lists, dictionaries) containing Shapely geometries.\n",
"\n",
"The `osbng.indexing_gpd.gdf_to_bng_intersection_explode` function enables the indexing of geometries in a [`GeoPandas`](https://github.com/geopandas/geopandas) GeoDataFrame to `BNGIndexedGeometry` objects, and the explosion the the resulting lists into a flattened `GeoDataFrame`. \n",
"\n",
"These functions facilitate grid-based spatial analysis, enabling applications such as statistical aggregation, data visualisation, and data interoperability. \n",
"\n",
"## Optional GeoPandas Dependency\n",
"\n",
"Unlike the `osbng.indexing` module which relies on Shapely alone, the `osbng.indexing_gdf` module requires the GeoPandas package to be installed. \n",
"\n",
"## Indexing Shapely Geometries\n",
"\n",
"The `geom_to_bng` and `geom_to_bng_intersection` functions differ in their operation. `geom_to_bng` returns the BNG grid squares intersected by the input geometry, while `geom_to_bng_intersection` returns the intersections (shared areas) between the input geometry and the grid square geometries.\n",
"\n",
"When deciding between the two functions, consider whether a decomposition of the input geometry by BNG grid squares is required. The decomposition logic is computationally more expensive but is useful when the intersection between the input geometry and a grid square is needed. This approach supports spatial join optimisations, such as point-in-polygon and polygon-to-polygon operations, using the `is_core` property of the `BNGIndexedGeometry` object. These optimisations are particularly valuable for geospatial analysis of medium to large datasets in distributed processing systems, where geometries may be colocated by their BNG references.\n",
"\n",
"### geom_to_bng\n",
"\n",
"This function returns a list of `BNGReference` objects representing the BNG grid squares intersected by the input geometry. Note that `BNGReference` objects are deduplicated in cases where multiple parts of a multi-part geometry intersect the same grid square.\n",
"\n",
"### geom_to_bng_intersection\n",
"\n",
"This function returns a list of `BNGIndexedGeometry` objects representing the decomposition of the input geometry into BNG grid squares. Unlike `geom_to_bng`, no deduplication occurs. If multiple parts of a multi-part geometry intersect the same grid square, the intersection for each part is returned.\n",
"\n",
"## Indexing GeoPandas GeoDataFrames\n",
"\n",
"### gdf_to_bng_intersection_explode\n",
"\n",
"This function applies the `geom_to_bng_intersection` function to each geometry in a GeoPandas `GeoDataFrame`, returning a flattened GeoDataFrame by exploding the resulting lists of `BNGIndexedGeometry` objects.\n",
"\n",
"## Examples\n",
"\n",
"The examples below demonstrate the application of the indexing functions using boundary data from the administrative England Regions dataset provided by the Office for National Statistics (ONS). Metadata for this dataset is available in `../data/metadata.json`. \n"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "fd941b2d",
"metadata": {},
"outputs": [],
"source": [
"import geopandas as gpd\n",
"from matplotlib import patheffects\n",
"from matplotlib import pyplot as plt\n",
"from matplotlib.lines import Line2D\n",
"\n",
"from osbng.indexing import geom_to_bng, geom_to_bng_intersection\n",
"from osbng.indexing_gpd import gdf_to_bng_intersection_explode"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "a621b837",
"metadata": {},
"outputs": [
{
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"source": [
"# Read the Office for National Statistics (ONS) England Regions GeoPackage\n",
"# Create a GeoPandas GeoDataFrame\n",
"# See ../data/metadata.json for more information about the data source\n",
"gdf = gpd.read_file(\"../data/Regions_December_2024_Boundaries_EN_BFC.gpkg\")\n",
"\n",
"# Convert column names to lowercase\n",
"gdf.columns = gdf.columns.str.lower()\n",
"\n",
"# Filter the GeoDataFrame\n",
"# Keep only the Greater London region\n",
"gdf_london = gdf[gdf[\"rgn24nm\"] == \"London\"][[\"rgn24cd\", \"rgn24nm\", \"geometry\"]]\n",
"\n",
"# Return GeoDataFrame\n",
"gdf_london"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "40e90272",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"\n",
"Name: OSGB36 / British National Grid\n",
"Axis Info [cartesian]:\n",
"- E[east]: Easting (metre)\n",
"- N[north]: Northing (metre)\n",
"Area of Use:\n",
"- name: United Kingdom (UK) - offshore to boundary of UKCS within 49°45'N to 61°N and 9°W to 2°E; onshore Great Britain (England, Wales and Scotland). Isle of Man onshore.\n",
"- bounds: (-9.01, 49.75, 2.01, 61.01)\n",
"Coordinate Operation:\n",
"- name: British National Grid\n",
"- method: Transverse Mercator\n",
"Datum: Ordnance Survey of Great Britain 1936\n",
"- Ellipsoid: Airy 1830\n",
"- Prime Meridian: Greenwich"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# osbng.indexing functions require geometry coordinates to be specified\n",
"# in British National Grid (BNG) (OSGB36) cordinate reference system\n",
"# EPSG:27700\n",
"# https://epsg.io/27700\n",
"gdf.crs"
]
},
{
"cell_type": "markdown",
"id": "3764e166",
"metadata": {},
"source": [
"### geom_to_bng\n",
"\n",
"Returns a list of `BNGReference` objects representing the BNG grid squares intersected by the input geometry. The `BNGReference` provides properties and methods to access and manipulate the reference. This includes the following property and method used below:\n",
"\n",
"* `bng_ref_compact`: The BNG reference with whitespace removed.\n",
"* `bng_to_grid_geom()`: Returns a grid square as a `Shapely` Polygon."
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "73d31264",
"metadata": {},
"outputs": [
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" rgn24cd rgn24nm bng_ref_5km\n",
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"source": [
"# Create a copy of the GeoDataFrame\n",
"_gdf_london = gdf_london.copy()\n",
"\n",
"# Return the BNG grid squares intersected by the London Region\n",
"# Uses the geom_to_bng function from the osbng.indexing module\n",
"# Returns a list of BNGReference objects\n",
"_gdf_london[\"bng_ref_5km\"] = _gdf_london[\"geometry\"].apply(\n",
" lambda x: geom_to_bng(geom=x, resolution=\"5km\")\n",
")\n",
"\n",
"# Drop the original geometry column\n",
"_gdf_london = _gdf_london.drop(columns=[\"geometry\"])\n",
"\n",
"# Explode the bng_ref_5km column to separate rows for each BNGIndexedGeometry object\n",
"_gdf_london_exp = _gdf_london.explode(\"bng_ref_5km\", ignore_index=True)\n",
"\n",
"# Return the first few rows of the GeoDataFrame\n",
"_gdf_london_exp.head()"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "2550088f",
"metadata": {},
"outputs": [
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"source": [
"# Extract the bng_ref_compact BNGReference property into a new column\n",
"_gdf_london_exp[\"bng_ref_compact\"] = _gdf_london_exp[\"bng_ref_5km\"].apply(\n",
" lambda x: x.bng_ref_compact\n",
")\n",
"# Return the grid square geometry for each BNGReference object\n",
"_gdf_london_exp[\"geometry\"] = _gdf_london_exp[\"bng_ref_5km\"].apply(\n",
" lambda x: x.bng_to_grid_geom()\n",
")\n",
"\n",
"# Drop the original bng_ref_5km column\n",
"_gdf_london_exp = _gdf_london_exp.drop(columns=[\"bng_ref_5km\"])\n",
"\n",
"# Set the geometry column to the new geometry column\n",
"_gdf_london_exp = _gdf_london_exp.set_geometry(\"geometry\")\n",
"# Set the CRS to British National Grid (OSGB36)\n",
"_gdf_london_exp = _gdf_london_exp.set_crs(27700)\n",
"\n",
"# Return the first few rows of the GeoDataFrame\n",
"_gdf_london_exp.head()"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "3f55c7dd",
"metadata": {},
"outputs": [],
"source": [
"def plot_aesthetics(ax: plt.Axes) -> None:\n",
" \"\"\"Set the aesthetics for the matplotlib axes.\n",
"\n",
" Sets the axis labels, removes the figure frame,\n",
" rotates x-axis tick labels, and adds whitespace between labels and ticks.\n",
"\n",
" Args:\n",
" ax (plt.Axes): The matplotlib axes to set aesthetics for.\n",
" \"\"\"\n",
" # Set axis labels\n",
" ax.set_xlabel(\"Easting\", fontsize=14)\n",
" ax.set_ylabel(\"Northing\", fontsize=14)\n",
"\n",
" # Remove the figure frame but keep the ticks and tick labels\n",
" for spine in ax.spines.values():\n",
" spine.set_visible(False)\n",
"\n",
" # Rotate x axis tick labels by 90 degrees anticlockwise\n",
" plt.xticks(rotation=90)\n",
"\n",
" # Add whitespace between x and y axis labels and tick labels\n",
" ax.xaxis.labelpad = 20\n",
" ax.yaxis.labelpad = 20"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "5680f707",
"metadata": {},
"outputs": [
{
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"text/plain": [
"
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]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Create matplotlib figure and axis\n",
"f, ax = plt.subplots(figsize=(15, 15))\n",
"\n",
"# Plot the London Region GeoDataFrame\n",
"gdf_london.plot(\n",
" ax=ax,\n",
" color=\"#ffc61e\",\n",
" edgecolor=\"#fff\",\n",
" linewidth=1,\n",
")\n",
"# Plot the indexed and exploded London Region GeoDataFrame\n",
"_gdf_london_exp.plot(\n",
" ax=ax,\n",
" edgecolor=\"#333333\",\n",
" facecolor=\"none\",\n",
" linewidth=1,\n",
")\n",
"\n",
"# Add feature labels with white halo\n",
"for idx, row in _gdf_london_exp.iterrows():\n",
" ax.text(\n",
" row[\"geometry\"].centroid.x,\n",
" row[\"geometry\"].centroid.y,\n",
" row[\"bng_ref_compact\"],\n",
" fontsize=8,\n",
" ha=\"center\",\n",
" va=\"center\",\n",
" path_effects=[patheffects.withStroke(linewidth=2.5, foreground=\"white\")],\n",
" )\n",
"\n",
"# Set the title\n",
"ax.set_title(\n",
" \"BNG Grid Squares at 5km Resolution Intersected by London Region\", fontsize=16\n",
")\n",
"\n",
"# Set the aesthetics for the matplotlib axes\n",
"plot_aesthetics(ax)"
]
},
{
"cell_type": "markdown",
"id": "13aeef7f",
"metadata": {},
"source": [
"### gdf_to_bng_intersection_explode\n",
"\n",
"Decomposes each geometry in the input GeoPandas GeoDataFrame bounded by their presence in BNG grid squares at the specified resolution. Applies the `geom_to_bng_intersection` function to the active geometry column of the input GeoDataFrame, which is expected to be set and in the OSGB36 / British National Grid coordinate reference system (CRS) (EPSG:27700).\n",
"\n",
"The resulting `BNGIndexedGeometry` objects are exploded into individual rows, with each row containing a new column for each `BNGIndexedGeometry` object property: bng_ref, is_core, and geom.\n",
"\n",
"The input GeoDataFrame geometry column is replaced with the `geom` property of the `BNGIndexedGeometry` objects. The input geometry column can be retrieved if required by joining the resulting GeoDataFrame with the original GeoDataFrame on the index (if not reset), or using a feature identifier. Dropping the original geometry column reduces memory usage and simplifies the resulting GeoDataFrame.\n",
"\n",
"All non-geometry columns from the original GeoDataFrame are retained in the resulting GeoDataFrame.\n",
"\n",
"The columns added to the exploded GeoDataFrame:\n",
"\n",
"* `bng_ref`: The `BNGReference` object representing the grid square corresponding to the decomposition.\n",
"* `is_core`: A Boolean flag indicating whether the grid square geometry is entirely contained by the input geometry. This is relevant for Polygon geometries and helps distinguish between \"core\" (fully inside)and \"edge\" (partially overlapping) grid squares.\n",
"* `geometry`: The `Shapely` Geometry representing the intersection between the input geometry and the grid square. This can one of a number of geometry types depending on the overlap. When `is_core` is True, geom is the same as the grid square geometry."
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "6ecd29a9",
"metadata": {},
"outputs": [
{
"data": {
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"
2
\n",
"
E12000007
\n",
"
London
\n",
"
BNGReference(bng_ref_formatted=TQ 4 7 NE, reso...
\n",
"
True
\n",
"
POLYGON ((550000 175000, 550000 180000, 545000...
\n",
"
\n",
"
\n",
"
3
\n",
"
E12000007
\n",
"
London
\n",
"
BNGReference(bng_ref_formatted=TQ 3 6 NW, reso...
\n",
"
True
\n",
"
POLYGON ((535000 165000, 535000 170000, 530000...
\n",
"
\n",
"
\n",
"
4
\n",
"
E12000007
\n",
"
London
\n",
"
BNGReference(bng_ref_formatted=TQ 3 9 NW, reso...
\n",
"
True
\n",
"
POLYGON ((535000 195000, 535000 200000, 530000...
\n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" rgn24cd rgn24nm bng_ref \\\n",
"0 E12000007 London BNGReference(bng_ref_formatted=TQ 3 9 SE, reso... \n",
"1 E12000007 London BNGReference(bng_ref_formatted=TQ 2 8 SW, reso... \n",
"2 E12000007 London BNGReference(bng_ref_formatted=TQ 4 7 NE, reso... \n",
"3 E12000007 London BNGReference(bng_ref_formatted=TQ 3 6 NW, reso... \n",
"4 E12000007 London BNGReference(bng_ref_formatted=TQ 3 9 NW, reso... \n",
"\n",
" is_core geometry \n",
"0 True POLYGON ((540000 190000, 540000 195000, 535000... \n",
"1 True POLYGON ((525000 180000, 525000 185000, 520000... \n",
"2 True POLYGON ((550000 175000, 550000 180000, 545000... \n",
"3 True POLYGON ((535000 165000, 535000 170000, 530000... \n",
"4 True POLYGON ((535000 195000, 535000 200000, 530000... "
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Create a copy of the GeoDataFrame\n",
"_gdf_london = gdf_london.copy()\n",
"\n",
"# Decompose the London Region into a simplified representation\n",
"# bounded by its presence in each BNG grid square at a 5km resolution\n",
"# Uses the gdf_to_bng_geom_intersections function from the osbng.indexing_gpd module\n",
"_gdf_london_exp = gdf_to_bng_intersection_explode(gdf=_gdf_london, resolution=\"5km\")\n",
"\n",
"# Return the first few rows of the GeoDataFrame\n",
"_gdf_london_exp.head()"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "aaad935c",
"metadata": {},
"outputs": [
{
"data": {
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"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Create matplotlib figure and axis\n",
"f, ax = plt.subplots(figsize=(15, 15))\n",
"\n",
"# Plot the indexed and exploded London Region GeoDataFrame\n",
"_gdf_london_exp.plot(\n",
" ax=ax,\n",
" edgecolor=\"#fff\",\n",
" linewidth=1,\n",
" color=[\n",
" \"#ff1f5b\" if is_core else \"#009ade\" for is_core in _gdf_london_exp[\"is_core\"]\n",
" ],\n",
")\n",
"\n",
"# Set the title\n",
"ax.set_title(\n",
" \"Decomposition of the London Region into BNG Grid Squares at 5km Resolution\",\n",
" fontsize=16,\n",
")\n",
"\n",
"# Add a categorical legend for the is_core column\n",
"legend_elements = [\n",
" Line2D(\n",
" [0],\n",
" [0],\n",
" marker=\"s\",\n",
" color=\"w\",\n",
" label=\"True\",\n",
" markerfacecolor=\"#ff1f5b\",\n",
" markersize=14,\n",
" ),\n",
" Line2D(\n",
" [0],\n",
" [0],\n",
" marker=\"s\",\n",
" color=\"w\",\n",
" label=\"False\",\n",
" markerfacecolor=\"#009ade\",\n",
" markersize=14,\n",
" ),\n",
"]\n",
"# Add legend to the plot\n",
"legend = ax.legend(handles=legend_elements, title=\"is_core\", loc=\"center right\")\n",
"# Remove legend frame\n",
"legend.get_frame().set_linewidth(0)\n",
"\n",
"# Set the aesthetics for the matplotlib axes\n",
"plot_aesthetics(ax)"
]
},
{
"cell_type": "markdown",
"id": "065241eb",
"metadata": {},
"source": [
"The example below demonstrates how the same GeoDataFrame `_gdf_london_exp` could be derived using more verbose logic via the `geom_to_bng_intersection` function."
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "c346f05e",
"metadata": {},
"outputs": [
{
"data": {
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"\n",
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" \n",
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rgn24cd
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rgn24nm
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bng_ref
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is_core
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geometry
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E12000007
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BNGReference(bng_ref_formatted=TQ 3 9 SE, reso...
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BNGReference(bng_ref_formatted=TQ 2 8 SW, reso...
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BNGReference(bng_ref_formatted=TQ 3 6 NW, reso...
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],
"text/plain": [
" rgn24cd rgn24nm bng_ref \\\n",
"0 E12000007 London BNGReference(bng_ref_formatted=TQ 3 9 SE, reso... \n",
"1 E12000007 London BNGReference(bng_ref_formatted=TQ 2 8 SW, reso... \n",
"2 E12000007 London BNGReference(bng_ref_formatted=TQ 4 7 NE, reso... \n",
"3 E12000007 London BNGReference(bng_ref_formatted=TQ 3 6 NW, reso... \n",
"4 E12000007 London BNGReference(bng_ref_formatted=TQ 3 9 NW, reso... \n",
"\n",
" is_core geometry \n",
"0 True POLYGON ((540000 190000, 540000 195000, 535000... \n",
"1 True POLYGON ((525000 180000, 525000 185000, 520000... \n",
"2 True POLYGON ((550000 175000, 550000 180000, 545000... \n",
"3 True POLYGON ((535000 165000, 535000 170000, 530000... \n",
"4 True POLYGON ((535000 195000, 535000 200000, 530000... "
]
},
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Create a copy of the GeoDataFrame\n",
"_gdf_london = gdf_london.copy()\n",
"\n",
"# Decompose the London Region into a simplified representation\n",
"# bounded by its presence in each BNG grid square at a 5km resolution\n",
"# Uses the geom_to_bng_intersection function from the osbng.indexing module\n",
"# Returns a list of BNGIndexedGeometry objects\n",
"_gdf_london[\"bng_ref_5km\"] = _gdf_london[\"geometry\"].apply(\n",
" lambda x: geom_to_bng_intersection(geom=x, resolution=\"5km\")\n",
")\n",
"\n",
"# Drop the original geometry column\n",
"_gdf_london = _gdf_london.drop(columns=[\"geometry\"])\n",
"\n",
"# Explode the bng_ref_5km column to separate rows for each BNGIndexedGeometry object\n",
"_gdf_london_exp = _gdf_london.explode(\"bng_ref_5km\", ignore_index=True)\n",
"\n",
"# Extract the bng_ref, is_core, and geom properties into new columns\n",
"_gdf_london_exp[\"bng_ref\"] = _gdf_london_exp[\"bng_ref_5km\"].apply(lambda x: x.bng_ref)\n",
"_gdf_london_exp[\"is_core\"] = _gdf_london_exp[\"bng_ref_5km\"].apply(lambda x: x.is_core)\n",
"_gdf_london_exp[\"geometry\"] = _gdf_london_exp[\"bng_ref_5km\"].apply(lambda x: x.geom)\n",
"\n",
"# Drop the original bng_ref_5km column\n",
"_gdf_london_exp = _gdf_london_exp.drop(columns=[\"bng_ref_5km\"])\n",
"\n",
"# Set the geometry column to the new geometry column\n",
"_gdf_london_exp = _gdf_london_exp.set_geometry(\"geometry\")\n",
"# Set the CRS to British National Grid (OSGB36)\n",
"_gdf_london_exp = _gdf_london_exp.set_crs(27700)\n",
"\n",
"# Return the first few rows of the GeoDataFrame\n",
"_gdf_london_exp.head()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "osbng",
"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": "3.13.3"
}
},
"nbformat": 4,
"nbformat_minor": 5
}