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36 lines
1.3 KiB
Python
36 lines
1.3 KiB
Python
# Copyright (c) Alibaba, Inc. and its affiliates.
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import unittest
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from modelscope.msdatasets.task_datasets.veco_dataset import VecoDataset
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from modelscope.utils.test_utils import test_level
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class TestVecoDataset(unittest.TestCase):
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@unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
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def test_veco_dataset_train(self):
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from datasets import Dataset
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d0 = Dataset.from_dict({'a': [0, 1, 2]})
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d1 = Dataset.from_dict({'a': [10, 11, 12, 13, 14]})
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d2 = Dataset.from_dict({'a': [21, 22, 23, 24, 25, 26, 27]})
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dataset = VecoDataset([d0, d1, d2], mode='train')
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self.assertEqual(len(dataset), 15)
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@unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
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def test_veco_dataset_eval(self):
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from datasets import Dataset
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d0 = Dataset.from_dict({'a': [0, 1, 2]})
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d1 = Dataset.from_dict({'a': [10, 11, 12, 13, 14]})
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d2 = Dataset.from_dict({'a': [21, 22, 23, 24, 25, 26, 27]})
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dataset = VecoDataset([d0, d1, d2], mode='eval')
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self.assertEqual(len(dataset), 3)
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dataset.switch_dataset(1)
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self.assertEqual(len(dataset), 5)
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dataset.switch_dataset(2)
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self.assertEqual(len(dataset), 7)
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if __name__ == '__main__':
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unittest.main()
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