Source code for torch_geometric.transforms.face_to_edge

import torch

from torch_geometric.data.datapipes import functional_transform
from torch_geometric.transforms import BaseTransform
from torch_geometric.utils import to_undirected


[docs]@functional_transform('face_to_edge') class FaceToEdge(BaseTransform): r"""Converts mesh faces :obj:`[3, num_faces]` to edge indices :obj:`[2, num_edges]` (functional name: :obj:`face_to_edge`). Args: remove_faces (bool, optional): If set to :obj:`False`, the face tensor will not be removed. """ def __init__(self, remove_faces=True): self.remove_faces = remove_faces def __call__(self, data): if hasattr(data, 'face'): face = data.face edge_index = torch.cat([face[:2], face[1:], face[::2]], dim=1) edge_index = to_undirected(edge_index, num_nodes=data.num_nodes) data.edge_index = edge_index if self.remove_faces: data.face = None return data