# Copyright 2021-2022 The Alibaba Fundamental Vision Team Authors. All rights reserved.

import unittest

from modelscope.pipelines import pipeline
from modelscope.utils.constant import Tasks
from modelscope.utils.test_utils import test_level


class ImageStructuredModelProbingTest(unittest.TestCase):

    def setUp(self) -> None:
        self.task = Tasks.image_classification
        self.model_id = 'damo/structured_model_probing'

    # @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
    @unittest.skip('skip test due to model is private')
    def test_run_modelhub(self):

        recognition_pipeline = pipeline(self.task, self.model_id)
        file_name = 'data/test/images/image_structured_model_probing_test_image.jpg'
        result = recognition_pipeline(file_name)

        print(f'recognition output: {result}.')


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