2023-01-11 22:22:12 +08:00
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# Copyright (c) Alibaba, Inc. and its affiliates.
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import unittest
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from modelscope.models import Model
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from modelscope.models.cv.vop_retrieval import VoP
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from modelscope.pipelines import pipeline
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from modelscope.utils.constant import Tasks
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from modelscope.utils.test_utils import test_level
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2023-05-22 10:53:18 +08:00
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class VopRetrievalTest(unittest.TestCase):
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2023-01-11 22:22:12 +08:00
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def setUp(self) -> None:
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self.task = Tasks.vop_retrieval
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# self.model_id = '../cv_vit-b32_retrieval_vop'
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self.model_id = 'damo/cv_vit-b32_retrieval_vop'
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@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
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def test_run_modelhub(self):
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vop_pipeline = pipeline(self.task, self.model_id)
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# t2v
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result = vop_pipeline('a squid is talking')
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# v2t
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# result = vop_pipeline('video10.mp4')
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print(f'vop output: {result}.')
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@unittest.skipUnless(test_level() >= 2, 'skip test in current test level')
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def test_load_model_from_pretrained(self):
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# model = Model.from_pretrained('../cv_vit-b32_retrieval_vop')
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model = Model.from_pretrained('damo/cv_vit-b32_retrieval_vop')
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self.assertTrue(model.__class__ == VoP)
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if __name__ == '__main__':
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unittest.main()
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