| import os |
| from plyfile import PlyElement, PlyData |
| import numpy as np |
| from trimesh.util import array_to_string |
| import trimesh |
|
|
| def export_pointcloud(vertices, out_file, as_text=True): |
| assert(vertices.shape[1] == 3) |
| vertices = vertices.astype(np.float32) |
| vertices = np.ascontiguousarray(vertices) |
| vector_dtype = [('x', 'f4'), ('y', 'f4'), ('z', 'f4')] |
| vertices = vertices.view(dtype=vector_dtype).flatten() |
| plyel = PlyElement.describe(vertices, 'vertex') |
| plydata = PlyData([plyel], text=as_text) |
| plydata.write(out_file) |
|
|
|
|
| def load_pointcloud(in_file): |
| plydata = PlyData.read(in_file) |
| vertices = np.stack([ |
| plydata['vertex']['x'], |
| plydata['vertex']['y'], |
| plydata['vertex']['z'] |
| ], axis=1) |
| return vertices |
|
|
|
|
| def read_off(file): |
| """ |
| Reads vertices and faces from an off file. |
| |
| :param file: path to file to read |
| :type file: str |
| :return: vertices and faces as lists of tuples |
| :rtype: [(float)], [(int)] |
| """ |
|
|
| assert os.path.exists(file), 'file %s not found' % file |
|
|
| with open(file, 'r') as fp: |
| lines = fp.readlines() |
| lines = [line.strip() for line in lines] |
|
|
| |
| |
| if len(lines[0]) > 3: |
| assert lines[0][:3] == 'OFF' or lines[0][:3] == 'off', \ |
| 'invalid OFF file %s' % file |
|
|
| parts = lines[0][3:].split(' ') |
| assert len(parts) == 3 |
|
|
| num_vertices = int(parts[0]) |
| assert num_vertices > 0 |
|
|
| num_faces = int(parts[1]) |
| assert num_faces > 0 |
|
|
| start_index = 1 |
| |
| else: |
| assert lines[0] == 'OFF' or lines[0] == 'off', \ |
| 'invalid OFF file %s' % file |
|
|
| parts = lines[1].split(' ') |
| assert len(parts) == 3 |
|
|
| num_vertices = int(parts[0]) |
| assert num_vertices > 0 |
|
|
| num_faces = int(parts[1]) |
| assert num_faces > 0 |
|
|
| start_index = 2 |
|
|
| vertices = [] |
| for i in range(num_vertices): |
| vertex = lines[start_index + i].split(' ') |
| vertex = [float(point.strip()) for point in vertex if point != ''] |
| assert len(vertex) == 3 |
|
|
| vertices.append(vertex) |
|
|
| faces = [] |
| for i in range(num_faces): |
| face = lines[start_index + num_vertices + i].split(' ') |
| face = [index.strip() for index in face if index != ''] |
|
|
| |
| for index in face: |
| assert index != '', \ |
| 'found empty vertex index: %s (%s)' \ |
| % (lines[start_index + num_vertices + i], file) |
|
|
| face = [int(index) for index in face] |
|
|
| assert face[0] == len(face) - 1, \ |
| 'face should have %d vertices but as %d (%s)' \ |
| % (face[0], len(face) - 1, file) |
| assert face[0] == 3, \ |
| 'only triangular meshes supported (%s)' % file |
| for index in face: |
| assert index >= 0 and index < num_vertices, \ |
| 'vertex %d (of %d vertices) does not exist (%s)' \ |
| % (index, num_vertices, file) |
|
|
| assert len(face) > 1 |
|
|
| faces.append(face) |
|
|
| return vertices, faces |
|
|
| assert False, 'could not open %s' % file |
|
|
|
|
| def save_mesh(mesh, out_file, digits=10, face_colors=None): |
| digits = int(digits) |
| |
| if face_colors is None: |
| faces_stacked = np.column_stack(( |
| np.ones(len(mesh.faces)) * 3, mesh.faces)).astype(np.int64) |
| else: |
| mesh.visual.face_colors = face_colors |
| assert(mesh.visual.face_colors.shape[0] == mesh.faces.shape[0]) |
| faces_stacked = np.column_stack(( |
| np.ones(len(mesh.faces)) * 3, mesh.faces, |
| mesh.visual.face_colors[:, :3])).astype(np.int64) |
| export = 'OFF\n' |
| |
| export += str(len(mesh.vertices)) + ' ' + str(len(mesh.faces)) + ' 0\n' |
| export += array_to_string( |
| mesh.vertices, col_delim=' ', row_delim='\n', digits=digits) + '\n' |
| export += array_to_string(faces_stacked, col_delim=' ', row_delim='\n') |
| |
| with open(out_file, 'w') as f: |
| f.write(export) |
|
|
| return mesh |
|
|
|
|
| def load_mesh(mesh_file): |
| with open(mesh_file, 'r') as f: |
| str_file = f.read().split('\n') |
| n_vertices, n_faces, _ = list( |
| map(lambda x: int(x), str_file[1].split(' '))) |
| str_file = str_file[2:] |
|
|
| v = [l.split(' ') for l in str_file[:n_vertices]] |
| f = [l.split(' ') for l in str_file[n_vertices:]] |
|
|
| v = np.array(v).astype(np.float32) |
| f = np.array(f).astype(np.uint64)[:, 1:4] |
|
|
| mesh = trimesh.Trimesh(vertices=v, faces=f, process=False) |
|
|
| return mesh |