File: test_random_flip.py

package info (click to toggle)
pytorch-geometric 2.6.1-7
  • links: PTS, VCS
  • area: main
  • in suites: forky, sid
  • size: 12,904 kB
  • sloc: python: 127,155; sh: 338; cpp: 27; makefile: 18; javascript: 16
file content (20 lines) | stat: -rw-r--r-- 588 bytes parent folder | download
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
import torch

from torch_geometric.data import Data
from torch_geometric.transforms import RandomFlip


def test_random_flip():
    assert str(RandomFlip(axis=0)) == 'RandomFlip(axis=0, p=0.5)'

    pos = torch.tensor([[-1.0, 1.0], [-3.0, 0.0], [2.0, -1.0]])

    data = Data(pos=pos)
    data = RandomFlip(axis=0, p=1)(data)
    assert len(data) == 1
    assert data.pos.tolist() == [[1.0, 1.0], [3.0, 0.0], [-2.0, -1.0]]

    data = Data(pos=pos)
    data = RandomFlip(axis=1, p=1)(data)
    assert len(data) == 1
    assert data.pos.tolist() == [[-1.0, -1.0], [-3.0, 0.0], [2.0, 1.0]]