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Added sandbox demo to run new Volume Mesh Builder
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#!/usr/bin/env python | ||
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import dtcc | ||
from dtcc_core.builder.model_conversion import ( | ||
create_builder_polygon, | ||
create_builder_surface, | ||
builder_mesh_to_mesh, | ||
raster_to_builder_gridfield, | ||
builder_volume_mesh_to_volume_mesh, | ||
) | ||
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from dtcc_core.builder import _dtcc_builder | ||
from pathlib import Path | ||
from time import time | ||
import sys | ||
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# Parameters | ||
_parameters = {} | ||
_parameters["max_mesh_size"] = 10 | ||
_parameters["min_mesh_angle"] = 25 | ||
_parameters["smoothing"] = 3 | ||
_parameters["merge_meshes"] = True | ||
_parameters["domain_height"] = 30 | ||
_parameters["layer_height"] = 3 | ||
_parameters["smoother_max_iterations"] = 1000 | ||
_parameters["smoothing_relative_tolerance"] = 0.001 | ||
_parameters["domain_padding_height"] = 0.0 | ||
_parameters["debug_step"] = 5 | ||
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data_directory = Path(__file__).parent / ".." / "data" / "HelsingborgResidential2022" | ||
buildings_path = data_directory / "footprints.shp" | ||
pointcloud_path = data_directory / "PointCloud.las" | ||
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footprints = dtcc.io.load_footprints(buildings_path, "uuid") | ||
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pc = dtcc.io.load_pointcloud(pointcloud_path) | ||
pc = pc.remove_global_outliers(3) | ||
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terrain_raster = dtcc.builder.build_terrain_raster( | ||
pc, cell_size=2, radius=3, ground_only=True | ||
) | ||
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# caluclate the building heights | ||
footprints = dtcc.builder.extract_roof_points( | ||
footprints, pc, statistical_outlier_remover=True | ||
) | ||
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footprints = dtcc.builder.compute_building_heights( | ||
footprints, terrain_raster, overwrite=True | ||
) | ||
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# merge and simplify the building footprints | ||
merged_footprints = dtcc.builder.merge_building_footprints( | ||
footprints, lod=dtcc.model.GeometryType.LOD0, max_distance=0.5, min_area=10 | ||
) | ||
simplifed_footprints = dtcc.builder.simplify_building_footprints( | ||
merged_footprints, 0.25, lod=dtcc.model.GeometryType.LOD0 | ||
) | ||
clearance_fix = dtcc.builder.fix_building_footprint_clearance(simplifed_footprints, 0.5) | ||
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# set subdomain resolution to half the building height | ||
subdomain_resolution = [building.height / 2 for building in clearance_fix] | ||
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# convert to C++ classes | ||
builder_dem = raster_to_builder_gridfield(terrain_raster) | ||
builder_surfaces = [ | ||
create_builder_surface(building.lod0) | ||
for building in clearance_fix | ||
if building is not None | ||
] | ||
builder_footprints = [ | ||
create_builder_polygon(building.lod0.to_polygon()) | ||
for building in clearance_fix | ||
if building is not None | ||
] | ||
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# Step 3.1: Build ground mesh | ||
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builder_ground_mesh = _dtcc_builder.build_ground_mesh( | ||
builder_footprints, | ||
subdomain_resolution, | ||
terrain_raster.bounds.xmin, | ||
terrain_raster.bounds.ymin, | ||
terrain_raster.bounds.xmax, | ||
terrain_raster.bounds.ymax, | ||
_parameters["max_mesh_size"], | ||
_parameters["min_mesh_angle"], | ||
True, # sort triangles | ||
) | ||
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ground_mesh = builder_mesh_to_mesh(builder_ground_mesh) | ||
print( | ||
f"Ground mesh has: {len(ground_mesh.vertices)} vertices and {len(ground_mesh.faces)} faces" | ||
) | ||
# ground_mesh.view() | ||
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volume_mesh_builder = _dtcc_builder.VolumeMeshBuilder( builder_surfaces, | ||
builder_dem, | ||
builder_ground_mesh, | ||
_parameters["domain_height"]) | ||
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builder_volume_mesh = volume_mesh_builder.build(_parameters["smoother_max_iterations"], | ||
_parameters["smoothing_relative_tolerance"], | ||
_parameters["domain_padding_height"], | ||
_parameters["debug_step"]) | ||
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volume_mesh = builder_volume_mesh_to_volume_mesh(builder_volume_mesh) | ||
print( | ||
f"Volume mesh has: {len(volume_mesh.vertices)} vertices and {len(volume_mesh.cells)} cells" | ||
) | ||
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#volume_mesh.view() | ||
volume_mesh.save(data_directory / "volume_mesh_test.vtu") | ||
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sys.exit(0) | ||
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