from matplotlib import pyplot as plt from matplotlib.path import Path from matplotlib.patches import PathPatch import numpy import geopandas as gpd import shapely from shapely.wkt import loads import cartagen as c4 buildings = [ loads('POLYGON ((483057.0001325076 6044715.46326518, 483053.9911464997 6044721.610737422, 483057.5754359291 6044723.185334679, 483059.72542895144 6044718.836751607, 483061.66199559974 6044719.398557046, 483060.5869339536 6044717.186506892, 483057.0001325076 6044715.46326518))'), loads('POLYGON ((483171.73067271145 6044767.782133036, 483173.531642804 6044769.08967847, 483176.13120330864 6044765.030768621, 483175.52836410323 6044764.446273002, 483177.41714487784 6044762.1837528255, 483175.3122402412 6044760.435314047, 483173.7097833733 6044762.098196121, 483172.95875071577 6044761.516224115, 483170.0753812122 6044766.32341632, 483171.73067271145 6044767.782133036))'), loads('POLYGON ((483105.32055118814 6044811.587025419, 483106.76477616996 6044809.332075808, 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((483064.03268064436 6044693.040197529, 483058.9413361998 6044690.004361436, 483057.5021463714 6044692.556565563, 483057.0726517813 6044693.456008641, 483062.3147043292 6044696.637971736, 483064.03268064436 6044693.040197529))'), loads('POLYGON ((483118.47642522544 6044774.339066855, 483116.9768801606 6044773.32375945, 483114.81684244954 6044777.077792192, 483116.16819379595 6044778.095623029, 483118.47642522544 6044774.339066855))'), ] fig = plt.figure(1, (12, 5)) ############################################################# sub1 = fig.add_subplot(121) sub1.set_aspect('equal') sub1.axes.get_xaxis().set_visible(False) sub1.axes.get_yaxis().set_visible(False) sub2 = fig.add_subplot(122) sub2.set_aspect('equal') sub2.axes.get_xaxis().set_visible(False) sub2.axes.get_yaxis().set_visible(False) generalized = c4.amalgamate_buildings_morphological(buildings, 1.0, 1.0) for building in buildings: poly = Path.make_compound_path(Path(numpy.asarray(building.exterior.coords)[:, :2]),*[Path(numpy.asarray(ring.coords)[:, :2]) for ring in building.interiors]) sub1.add_patch(PathPatch(poly, facecolor="gray", edgecolor='none')) for g in generalized: poly = Path.make_compound_path(Path(numpy.asarray(g.exterior.coords)[:, :2]),*[Path(numpy.asarray(ring.coords)[:, :2]) for ring in g.interiors]) sub2.add_patch(PathPatch(poly, facecolor="lightgrey", edgecolor='red', linewidth=1)) sub1.autoscale_view() sub2.autoscale_view() plt.tight_layout() plt.show()