





"""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  _UpperCAmelCase       (     unittest.TestCase					,							lowercase_			):


					def      lowerCamelCase	( self      :Optional[Any]		):
												A		=  load_tool("image-segmentation"		)
												self.tool.setup()
												A		=  load_tool("image-segmentation"					,	remote=__A		)


					def      lowerCamelCase	( self      :List[Any]		):
												A		=  Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO"		)		) / "000000039769.png"		)
												A		=  self.tool(__A					,	"cat"		)
												self.assertTrue(isinstance(__A					,	Image.Image		)		)


					def      lowerCamelCase	( self      :str		):
												A		=  Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO"		)		) / "000000039769.png"		)
												A		=  self.remote_tool(__A					,	"cat"		)
												self.assertTrue(isinstance(__A					,	Image.Image		)		)


					def      lowerCamelCase	( self      :List[str]		):
												A		=  Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO"		)		) / "000000039769.png"		)
												A		=  self.tool(image=__A					,	label="cat"		)
												self.assertTrue(isinstance(__A					,	Image.Image		)		)


					def      lowerCamelCase	( self      :Tuple		):
												A		=  Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO"		)		) / "000000039769.png"		)
												A		=  self.remote_tool(image=__A					,	label="cat"		)
												self.assertTrue(isinstance(__A					,	Image.Image		)		)









"""simple docstring"""
def  A__    (      UpperCamelCase ,  UpperCamelCase	):
							for index, item in enumerate(UpperCamelCase	):
														if item == target:
																					return index
							return -1






def  A__    (      UpperCamelCase ,  UpperCamelCase ,  UpperCamelCase ,  UpperCamelCase	):
							if not (0 <= high < len(UpperCamelCase	) and 0 <= low < len(UpperCamelCase	)):
														raise Exception("Invalid upper or lower bound!"	)
							if high < low:
														return -1
							if sequence[low] == target:
														return low
							if sequence[high] == target:
														return high
							return rec_linear_search(UpperCamelCase ,  low + 1 ,  high - 1 ,  UpperCamelCase	)


if __name__ == "__main__":
		_snake_case					:		int							=			input('Enter numbers separated by comma:\n').strip()
		_snake_case					:		int							=			[int(item.strip()) for item in user_input.split(',')]

		_snake_case					:		Union[str, Any]							=			int(input('Enter a single number to be found in the list:\n').strip())
		_snake_case					:		List[Any]							=			linear_search(sequence, target)
		if result != -1:
				print(F"""linear_search({sequence}, {target}) = {result}""")
		else:
				print(F"""{target} was not found in {sequence}""")


