import torch

from torch_geometric.data import Data
from torch_geometric.transforms import SamplePoints


def test_sample_points():
    assert str(SamplePoints(1024)) == 'SamplePoints(1024)'

    pos = torch.tensor([
        [0.0, 0.0, 0.0],
        [1.0, 0.0, 0.0],
        [0.0, 1.0, 0.0],
        [1.0, 1.0, 0.0],
    ])
    face = torch.tensor([[0, 1], [1, 2], [2, 3]])

    data = Data(pos=pos)
    data.face = face
    data = SamplePoints(8)(data)
    assert len(data) == 1
    assert pos[:, 0].min() >= 0 and pos[:, 0].max() <= 1
    assert pos[:, 1].min() >= 0 and pos[:, 1].max() <= 1
    assert pos[:, 2].abs().sum() == 0

    data = Data(pos=pos)
    data.face = face
    data = SamplePoints(8, include_normals=True)(data)
    assert len(data) == 2
    assert data.normal[:, :2].abs().sum() == 0
    assert data.normal[:, 2].abs().sum() == 8