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modelscope/tests/pipelines/test_diffusers_stable_diffusion.py

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# Copyright (c) Alibaba, Inc. and its affiliates.
import unittest
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 DiffusersStableDiffusionTest(unittest.TestCase, DemoCompatibilityCheck):
def setUp(self) -> None:
self.task = Tasks.diffusers_stable_diffusion
self.model_id = 'shadescript/stable-diffusion-2-1-dev'
test_input = 'a photo of an astronaut riding a horse on mars'
@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
def test_run(self):
diffusers_pipeline = pipeline(task=self.task, model=self.model_id)
output = diffusers_pipeline(self.test_input, height=512, width=512)
output.images[0].save('/tmp/output.png')
print('Image saved to /tmp/output.png')
if __name__ == '__main__':
unittest.main()