




"""simple docstring"""







import unittest
from pathlib import Path

from transformers import is_vision_available, load_tool
from transformers.testing_utils import get_tests_dir

from .test_tools_common import ToolTesterMixin


if is_vision_available():
		from PIL import Image






class  SCREAMING_SNAKE_CASE__   (   unittest.TestCase  ,			_a   ):


						def 					__lowercase	(							self			:     List[str]   ):
										lowerCAmelCase		=			load_tool("""image-segmentation"""   )
										self.tool.setup()
										lowerCAmelCase		=			load_tool("""image-segmentation"""  ,  remote=lowerCAmelCase   )


						def 					__lowercase	(							self			:     Union[str, Any]   ):
										lowerCAmelCase		=			Image.open(Path(get_tests_dir("""fixtures/tests_samples/COCO"""   )   ) / """000000039769.png"""   )
										lowerCAmelCase		=			self.tool(lowerCAmelCase  ,  """cat"""   )
										self.assertTrue(isinstance(lowerCAmelCase  ,  Image.Image   )   )


						def 					__lowercase	(							self			:     Optional[Any]   ):
										lowerCAmelCase		=			Image.open(Path(get_tests_dir("""fixtures/tests_samples/COCO"""   )   ) / """000000039769.png"""   )
										lowerCAmelCase		=			self.remote_tool(lowerCAmelCase  ,  """cat"""   )
										self.assertTrue(isinstance(lowerCAmelCase  ,  Image.Image   )   )


						def 					__lowercase	(							self			:     Tuple   ):
										lowerCAmelCase		=			Image.open(Path(get_tests_dir("""fixtures/tests_samples/COCO"""   )   ) / """000000039769.png"""   )
										lowerCAmelCase		=			self.tool(image=lowerCAmelCase  ,  label="""cat"""   )
										self.assertTrue(isinstance(lowerCAmelCase  ,  Image.Image   )   )




						def 					__lowercase	(							self			:     Union[str, Any]   ):
										lowerCAmelCase		=			Image.open(Path(get_tests_dir("""fixtures/tests_samples/COCO"""   )   ) / """000000039769.png"""   )
										lowerCAmelCase		=			self.remote_tool(image=lowerCAmelCase  ,  label="""cat"""   )
										self.assertTrue(isinstance(lowerCAmelCase  ,  Image.Image   )   )











"""simple docstring"""







def 							lowercase   (snake_case__				:	list	)       ->					bool:


				'''simple docstring'''






				if not isinstance(snake_case__ ,    snake_case__	):
								raise ValueError("""Input series is not valid, valid series - [2, 4, 8]"""	)
				if len(snake_case__	) == 0:
								raise ValueError("""Input list must be a non empty list"""	)
				if len(snake_case__	) == 1:
								return True
				try:
								lowerCAmelCase		=			series[1] / series[0]
								for index in range(len(snake_case__	) - 1	):
												if series[index + 1] / series[index] != common_ratio:
																return False
				except ZeroDivisionError:
								return False
				return True





def 							lowercase   (snake_case__				:	list	)       ->					float:


				'''simple docstring'''






				if not isinstance(snake_case__ ,    snake_case__	):
								raise ValueError("""Input series is not valid, valid series - [2, 4, 8]"""	)
				if len(snake_case__	) == 0:
								raise ValueError("""Input list must be a non empty list"""	)
				lowerCAmelCase		=			1
				for value in series:
								answer *= value
				return pow(snake_case__ ,    1 / len(snake_case__	)	)


if __name__ == "__main__":
		import doctest

		doctest.testmod()





