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Original file line number | Diff line number | Diff line change |
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''' | ||
Functions can be used to generate points to describe a given input | ||
mesh. | ||
Supported mesh formats: All file formats supported by meshio. | ||
(https://github.com/nschloe/meshio) | ||
''' | ||
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import numpy as np | ||
import meshio | ||
from pysph.tools.mesh_tools import surface_points, surf_points_uniform | ||
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class Mesh: | ||
def __init__(self, file_name, file_type=None): | ||
if file_type is None: | ||
self.mesh = meshio.read(file_name) | ||
else: | ||
self.mesh = meshio.read(file_name, file_type) | ||
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self.cells = np.array([], dtype=int).reshape(0, 3) | ||
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def extract_connectivity_info(self): | ||
cell_blocks = self.mesh.cells | ||
for block in cell_blocks: | ||
self.cells = np.concatenate((self.cells, block.data)) | ||
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return self.cells | ||
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def extract_coordinates(self): | ||
x, y, z = self.mesh.points.T | ||
self.x, self.y, self.z = x, y, z | ||
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return x, y, z | ||
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def compute_normals(self): | ||
n = self.cells.shape[0] | ||
self.normals = np.zeros((n, 3)) | ||
points = self.mesh.points | ||
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idx = self.cells | ||
pts = points[idx] | ||
a = pts[:, 1] - pts[:, 0] | ||
b = pts[:, 2] - pts[:, 0] | ||
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normals = np.cross(a, b) | ||
mag = np.linalg.norm(normals, axis=1) | ||
mag.shape = (n, 1) | ||
self.normals = normals/mag | ||
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return self.normals | ||
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def mesh2points(file_name, dx, file_format=None, uniform=False): | ||
''' | ||
Generates points with a spacing dx to describe the surface of the | ||
input mesh file. | ||
Supported file formats: Refer to https://github.com/nschloe/meshio | ||
Only works with triangle meshes. | ||
Parameters | ||
---------- | ||
file_name : string | ||
Mesh file name | ||
dx : float | ||
Required spacing between generated particles | ||
file_format : str | ||
Mesh file format | ||
uniform : bool | ||
If True generates points on a grid of spacing dx | ||
Returns | ||
------- | ||
xf, yf, zf : ndarray | ||
1d numpy arrays with x, y, z coordinates of covered surface | ||
''' | ||
mesh = Mesh(file_name) | ||
cells = mesh.extract_connectivity_info() | ||
x, y, z = mesh.extract_coordinates() | ||
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if uniform is False: | ||
xf, yf, zf = surface_points(x, y, z, cells, dx) | ||
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else: | ||
if file_format is 'stl': | ||
normals = mesh.mesh.cell_data['facet_normals'][0] | ||
else: | ||
normals = mesh.compute_normals() | ||
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xf, yf, zf = surf_points_uniform(x, y, z, cells, normals, dx, dx) | ||
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return xf, yf, zf |
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