""" gpandas module parses geopandas input table and import the geometry into the city model structure SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2022 Concordia CERC group Project Coder: Milad Aghamohamadnia --- milad.aghamohamadnia@concordia.ca """ import trimesh import trimesh.exchange.load import trimesh.geometry import trimesh.creation import trimesh.repair from shapely.geometry import Point from shapely.geometry import Polygon as ShapelyPoly from trimesh import Scene from city_model_structure.attributes.polygon import Polygon from city_model_structure.building import Building from city_model_structure.building_demand.surface import Surface from city_model_structure.city import City import helpers.constants as cte class GPandas: """ GeoPandas class """ def __init__(self, dataframe, srs_name='EPSG:26911'): """_summary_ Arguments: dataframe {Geopandas.Dataframe} -- input geometry data in geopandas table Keyword Arguments: srs_name {str} -- coordinate system of coordinate system (default: {'EPSG:26911'}) """ self._srs_name = srs_name self._city = None self._scene = dataframe self._scene = self._scene.to_crs(self._srs_name) min_x, min_y, max_x, max_y = self._scene.total_bounds self._lower_corner = [min_x, min_y, 0] self._upper_corner = [max_x, max_y, 0] @property def scene(self) -> Scene: """ Get GeoPandas scene """ return self._scene @property def city(self) -> City: """ Get city out of a GeoPandas Table """ if self._city is None: self._city = City(self._lower_corner, self._upper_corner, self._srs_name) for scene_index, bldg in self._scene.iterrows(): geom = bldg.geom polygon = ShapelyPoly(geom['coordinates'][0]) height = float(bldg['height_mean']) building_mesh = trimesh.creation.extrude_polygon(polygon, height) trimesh.repair.fill_holes(building_mesh) trimesh.repair.fix_winding(building_mesh) year_of_construction = int(bldg['year_built']) name = str(scene_index) lod = 1 if year_of_construction > 2000: function = cte.RESIDENTIAL else: function = cte.INDUSTRY surfaces = [] for face_index, face in enumerate(building_mesh.faces): points = [] for vertex_index in face: points.append(building_mesh.vertices[vertex_index]) solid_polygon = Polygon(points) perimeter_polygon = solid_polygon surface = Surface(solid_polygon, perimeter_polygon) surfaces.append(surface) building = Building(name, lod, surfaces, year_of_construction, function, self._lower_corner, terrains=None) self._city.add_city_object(building) return self._city @staticmethod def resize_polygon(poly, factor=0.10, expand=False) -> ShapelyPoly: """ returns the shapely polygon which is smaller or bigger by passed factor. Arguments: poly {shapely.geometry.Polygon} -- an input geometry in shapely polygon format Keyword Arguments: factor {float} -- factor of expansion (default: {0.10}) expand {bool} -- If expand = True , then it returns bigger polygon, else smaller (default: {False}) Returns: {shapely.geometry.Polygon} -- output geometry in shapely polygon format """ xs = list(poly.exterior.coords.xy[0]) ys = list(poly.exterior.coords.xy[1]) x_center = 0.5 * min(xs) + 0.5 * max(xs) y_center = 0.5 * min(ys) + 0.5 * max(ys) min_corner = Point(min(xs), min(ys)) center = Point(x_center, y_center) shrink_distance = center.distance(min_corner) * factor if expand: poly_resized = poly.buffer(shrink_distance) # expand else: poly_resized = poly.buffer(-shrink_distance) # shrink return poly_resized