import torch

from torch_geometric.data import Data
from torch_geometric.transforms import OneHotDegree


def test_one_hot_degree():
    assert str(OneHotDegree(max_degree=3)) == 'OneHotDegree(3)'

    edge_index = torch.tensor([[0, 0, 0, 1, 2, 3], [1, 2, 3, 0, 0, 0]])
    x = torch.tensor([1.0, 1.0, 1.0, 1.0])

    data = Data(edge_index=edge_index, num_nodes=4)
    data = OneHotDegree(max_degree=3)(data)
    assert len(data) == 3
    assert data.edge_index.tolist() == edge_index.tolist()
    assert data.x.tolist() == [
        [0.0, 0.0, 0.0, 1.0],
        [0.0, 1.0, 0.0, 0.0],
        [0.0, 1.0, 0.0, 0.0],
        [0.0, 1.0, 0.0, 0.0],
    ]
    assert data.num_nodes == 4

    data = Data(edge_index=edge_index, x=x)
    data = OneHotDegree(max_degree=3)(data)
    assert len(data) == 2
    assert data.edge_index.tolist() == edge_index.tolist()
    assert data.x.tolist() == [
        [1.0, 0.0, 0.0, 0.0, 1.0],
        [1.0, 0.0, 1.0, 0.0, 0.0],
        [1.0, 0.0, 1.0, 0.0, 0.0],
        [1.0, 0.0, 1.0, 0.0, 0.0],
    ]