preprocess/humanparsing/mhp_extension/detectron2/tests/structures/test_instances.py

# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import unittest
import torch

from detectron2.structures import Instances


class TestInstancesIndexing(unittest.TestCase):
    def test_int_indexing(self):
        attr1 = torch.tensor([[0.0, 0.0, 1.0], [0.0, 0.0, 0.5], [0.0, 0.0, 1.0], [0.0, 0.5, 0.5]])
        attr2 = torch.tensor([0.1, 0.2, 0.3, 0.4])
        instances = Instances((100, 100))
        instances.attr1 = attr1
        instances.attr2 = attr2
        for i in range(-len(instances), len(instances)):
            inst = instances[i]
            self.assertEqual((inst.attr1 == attr1[i]).all(), True)
            self.assertEqual((inst.attr2 == attr2[i]).all(), True)

        self.assertRaises(IndexError, lambda: instances[len(instances)])
        self.assertRaises(IndexError, lambda: instances[-len(instances) - 1])


if __name__ == "__main__":
    unittest.main()