import unittest import numpy as np import importlib utils = importlib.import_module('extensions.sd-webui-controlnet.tests.utils', 'utils') utils.setup_test_env() from annotator.openpose.body import Body, Keypoint, BodyResult class TestFormatBodyResult(unittest.TestCase): def setUp(self): self.candidate = np.array([ [10, 20, 0.9, 0], [30, 40, 0.8, 1], [50, 60, 0.7, 2], [70, 80, 0.6, 3] ]) self.subset = np.array([ [-1, 0, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 1.7, 2], [-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, 3, 0.6, 1] ]) def test_format_body_result(self): expected_result = [ BodyResult( keypoints=[ None, Keypoint(x=10, y=20, score=0.9, id=0), Keypoint(x=30, y=40, score=0.8, id=1), None ] + [None] * 14, total_score=1.7, total_parts=2 ), BodyResult( keypoints=[None] * 17 + [ Keypoint(x=70, y=80, score=0.6, id=3) ], total_score=0.6, total_parts=1 ) ] result = Body.format_body_result(self.candidate, self.subset) self.assertEqual(result, expected_result) if __name__ == '__main__': unittest.main()