modelscope/tests/pipelines/test_language_guided_video_summarization.py

# Copyright (c) Alibaba, Inc. and its affiliates.

import os
import shutil
import tempfile
import unittest

import torch

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


class LanguageGuidedVideoSummarizationTest(unittest.TestCase,
                                           DemoCompatibilityCheck):

    def setUp(self) -> None:
        self.task = Tasks.language_guided_video_summarization
        self.model_id = 'damo/cv_clip-it_video-summarization_language-guided_en'

    @unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
    def test_run_modelhub(self):
        video_path = 'data/test/videos/video_category_test_video.mp4'
        # input can be sentences such as sentences=['phone', 'hand'], or sentences=None
        sentences = None
        summarization_pipeline = pipeline(
            Tasks.language_guided_video_summarization, model=self.model_id)
        result = summarization_pipeline((video_path, sentences))

        print(f'video summarization output: \n{result}.')

    @unittest.skipUnless(test_level() >= 2, 'skip test in current test level')
    def test_run_modelhub_default_model(self):
        video_path = 'data/test/videos/video_category_test_video.mp4'
        summarization_pipeline = pipeline(
            Tasks.language_guided_video_summarization)
        result = summarization_pipeline(video_path)

        print(f'video summarization output:\n {result}.')

    @unittest.skip('demo compatibility test is only enabled on a needed-basis')
    def test_demo_compatibility(self):
        self.compatibility_check()


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