File: test_karate.py

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pytorch-geometric 2.6.1-7
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def test_karate(get_dataset):
    dataset = get_dataset(name='KarateClub')
    assert str(dataset) == 'KarateClub()'
    assert len(dataset) == 1
    assert dataset.num_features == 34
    assert dataset.num_classes == 4

    assert len(dataset[0]) == 4
    assert dataset[0].edge_index.size() == (2, 156)
    assert dataset[0].x.size() == (34, 34)
    assert dataset[0].y.size() == (34, )
    assert dataset[0].train_mask.size() == (34, )
    assert dataset[0].train_mask.sum().item() == 4