{ "cells": [ { "cell_type": "markdown", "id": "0", "metadata": {}, "source": [ "# Aperta minimal example\n", "\n", "Walkable supermarkets in Cambridge, MA — end-to-end in ~50 lines using\n", "only OpenStreetMap. Runs in ~10–15 s on a laptop.\n", "\n", "Every aperta primitive is exercised exactly once, with no commentary.\n", "For the guided tour see\n", "[`walkthrough/accessibility.ipynb`](../walkthrough/accessibility.ipynb);\n", "for a production-scale demo see [`extended/`](../extended/)." ] }, { "cell_type": "code", "execution_count": 1, "id": "1", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T15:44:39.569479Z", "iopub.status.busy": "2026-05-27T15:44:39.569251Z", "iopub.status.idle": "2026-05-27T15:44:40.915590Z", "shell.execute_reply": "2026-05-27T15:44:40.915191Z" } }, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import osmnx as ox\n", "import geopandas as gpd\n", "\n", "import aperta.accessibility as accessibility\n", "import aperta.geo_mapping as geo_mapping\n", "import aperta.geo_processing as geo_processing\n", "import aperta.network_snap as network_snap\n", "import aperta.od_pairs as od_pairs\n", "import aperta.routing as routing\n", "import aperta.routing_prep as routing_prep\n", "import aperta.visualization as viz\n", "\n", "PLACE = 'Cambridge, Massachusetts, USA'" ] }, { "cell_type": "markdown", "id": "2", "metadata": {}, "source": [ "## 1. AOI + walking network" ] }, { "cell_type": "code", "execution_count": 2, "id": "3", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T15:44:40.916691Z", "iopub.status.busy": "2026-05-27T15:44:40.916581Z", "iopub.status.idle": "2026-05-27T15:44:46.093758Z", "shell.execute_reply": "2026-05-27T15:44:46.093245Z" } }, "outputs": [], "source": [ "boundary = ox.geocode_to_gdf(PLACE)\n", "crs = boundary.estimate_utm_crs()\n", "# Note that we choose network_type='all'. Network_type='walk' can exclude\n", "# important parts of the walking network that are connected to the rest of the\n", "# network through an unwalkable highway / main road segment. Non-walkable roads\n", "# get cleaned up in prepare_network below.\n", "graph = ox.project_graph(\n", " ox.graph_from_place(PLACE, network_type='all', simplify=True),\n", " to_crs=crs,\n", ")\n", "prepared = routing_prep.prepare_network(graph, 'walk')" ] }, { "cell_type": "markdown", "id": "4", "metadata": {}, "source": [ "## 2. H3 cells (origins) + supermarkets (destinations)" ] }, { "cell_type": "code", "execution_count": 3, "id": "5", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T15:44:46.094922Z", "iopub.status.busy": "2026-05-27T15:44:46.094860Z", "iopub.status.idle": "2026-05-27T15:44:46.200470Z", "shell.execute_reply": "2026-05-27T15:44:46.200044Z" } }, "outputs": [], "source": [ "cells = geo_processing.build_h3_grid(\n", " boundary.geometry.iloc[0], 10,\n", " polygon_crs='EPSG:4326', target_crs=crs,\n", ")\n", "cell_centroids = gpd.GeoDataFrame(\n", " geometry=cells.geometry.centroid, index=cells.index, crs=cells.crs,\n", ")\n", "cells['node_id'], _ = network_snap.snap_to_network_nodes(\n", " cell_centroids, prepared.graph,\n", " eligible_node_ids=prepared.snap_eligible_nodes,\n", ")\n", "\n", "_sm = ox.features_from_place(PLACE, tags={'shop': 'supermarket'}).to_crs(crs)\n", "supermarkets = gpd.GeoDataFrame(geometry=_sm.geometry.centroid.values, crs=crs)\n", "supermarkets['cell_id'], _ = geo_mapping.map_points_to_polygons(\n", " supermarkets, cells, allow_nearest=True,\n", ")\n", "cells['supermarkets'] = (supermarkets.groupby('cell_id').size()\n", " .reindex(cells.index, fill_value=0).astype(float))" ] }, { "cell_type": "markdown", "id": "6", "metadata": {}, "source": [ "## 3. Route + count accessibility" ] }, { "cell_type": "code", "execution_count": 4, "id": "7", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T15:44:46.201558Z", "iopub.status.busy": "2026-05-27T15:44:46.201462Z", "iopub.status.idle": "2026-05-27T15:44:47.450397Z", "shell.execute_reply": "2026-05-27T15:44:47.449960Z" } }, "outputs": [], "source": [ "walk_weight = routing.mask_excluded_edges(\n", " lambda d: d['length'] / 1.4, prepared.cost_excluded_flag,\n", ")\n", "routing.apply_edge_weights(prepared.graph, walk_weight, 'walk_time_s')\n", "\n", "pairs = od_pairs.get_pairs(cells, r_cells=2000.0, node_column='node_id')\n", "times = routing.tiered_path_costs(pairs, prepared.graph, weight='walk_time_s')\n", "sm_weights = od_pairs.dest_values('supermarkets', pairs, cells, node_column='node_id')\n", "\n", "acc = accessibility.cumulative_opportunities(\n", " times, {'supermarkets': sm_weights}, {},\n", " [accessibility.Bin('15min', 0, 15 * 60)],\n", ")" ] }, { "cell_type": "markdown", "id": "8", "metadata": {}, "source": [ "## 4. Map" ] }, { "cell_type": "code", "execution_count": 5, "id": "9", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T15:44:47.451579Z", "iopub.status.busy": "2026-05-27T15:44:47.451506Z", "iopub.status.idle": "2026-05-27T15:44:47.618162Z", "shell.execute_reply": "2026-05-27T15:44:47.617783Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "per_cell = cells['node_id'].map(acc[('15min', 'supermarkets')])\n", "viz.plot_cell_values(\n", " cells, per_cell,\n", " title=f'Walkable supermarkets within 15 min — {PLACE}',\n", " overlays=[(supermarkets, {'color': 'red', 'markersize': 8})],\n", ")\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "9689cb6d", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "jupytext": { "formats": "ipynb,py:percent", "notebook_metadata_filter": "-jupytext.text_representation.jupytext_version" }, "kernelspec": { "display_name": "aperta", "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": "3.13.13" } }, "nbformat": 4, "nbformat_minor": 5 }