73 lines
1.7 KiB
Python
73 lines
1.7 KiB
Python
"""Download and load a small open dataset for testing
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Run this to create a CSV of buildings geometries.
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Then run:
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- load_geometries.sh (loading geometries to the database)
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- create_buildings.sh (creating empty building records for each geometry)
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"""
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# -*- coding: utf-8 -*-
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import os
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import subprocess
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import osmnx
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# configure logging/caching
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osmnx.config(log_console=True, use_cache=True)
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# configure the image display
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size = 256
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# load buildings from about 1.5km² around UCL
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point = (51.524498, -0.133874)
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dist = 612
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tags = {"building": True}
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gdf = osmnx.features_from_point(point, tags, dist=dist)
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# preview image
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gdf_proj = osmnx.projection.project_gdf(gdf, to_crs={"init": "epsg:3857"})
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gdf_proj = gdf_proj[gdf_proj.geometry.type == "Polygon"]
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fig, ax = osmnx.plot_footprints(
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gdf_proj,
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bgcolor="#333333",
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color="w",
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figsize=(4, 4),
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save=True,
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show=False,
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close=True,
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filepath="test_buildings_preview.png",
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dpi=600,
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)
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# save
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test_dir = os.path.dirname(__file__)
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test_data_geojson = str(os.path.join(test_dir, "test_buildings.geojson"))
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subprocess.run(["rm", test_data_geojson])
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gdf_to_save = gdf_proj.reset_index()[["osmid", "geometry"]]
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gdf_to_save.rename(
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columns={"osmid": "fid"}
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).to_file(
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test_data_geojson,
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driver="GeoJSON"
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)
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# convert to CSV
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test_data_csv = str(os.path.join(test_dir, "test_buildings.3857.csv"))
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subprocess.run(["rm", test_data_csv])
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subprocess.run(
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[
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"ogr2ogr",
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"-f",
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"CSV",
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test_data_csv,
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test_data_geojson,
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"-lco",
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"GEOMETRY=AS_WKT",
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]
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)
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# add SRID for ease of loading to PostgreSQL
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subprocess.run(["sed", "-i", 's/^"POLYGON/"SRID=3857;POLYGON/', test_data_csv])
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