




def    snake_case   (				A		,  A     )				->				int:




	'''simple docstring'''


	for index, item in enumerate(__UpperCamelCase     ):
		if item == target:
			return index
	return -1






def    snake_case   (				A		,  A		,  A		,  A     )				->				int:




	'''simple docstring'''


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

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


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,      SCREAMING_SNAKE_CASE_ ):







	'''simple docstring'''





	def 	__snake_case					(      self		):
					A__	:						Dict								=				load_tool('''image-question-answering'''		)
					self.tool.setup()
					A__	:						List[Any]								=				load_tool('''image-question-answering'''					,							remote=UpperCamelCase__		)





	def 	__snake_case					(      self		):
					A__	:						str								=				Image.open(Path(get_tests_dir('''fixtures/tests_samples/COCO'''		)		) / '''000000039769.png'''		)
					A__	:						List[str]								=				self.tool(UpperCamelCase__					,							'''How many cats are sleeping on the couch?'''		)
					self.assertEqual(UpperCamelCase__					,							'''2'''		)





	def 	__snake_case					(      self		):
					A__	:						Tuple								=				Image.open(Path(get_tests_dir('''fixtures/tests_samples/COCO'''		)		) / '''000000039769.png'''		)
					A__	:						Dict								=				self.remote_tool(UpperCamelCase__					,							'''How many cats are sleeping on the couch?'''		)
					self.assertEqual(UpperCamelCase__					,							'''2'''		)





	def 	__snake_case					(      self		):
					A__	:						Dict								=				Image.open(Path(get_tests_dir('''fixtures/tests_samples/COCO'''		)		) / '''000000039769.png'''		)
					A__	:						int								=				self.tool(image=UpperCamelCase__					,							question='''How many cats are sleeping on the couch?'''		)
					self.assertEqual(UpperCamelCase__					,							'''2'''		)





	def 	__snake_case					(      self		):
					A__	:						Tuple								=				Image.open(Path(get_tests_dir('''fixtures/tests_samples/COCO'''		)		) / '''000000039769.png'''		)
					A__	:						str								=				self.remote_tool(image=UpperCamelCase__					,							question='''How many cats are sleeping on the couch?'''		)
					self.assertEqual(UpperCamelCase__					,							'''2'''		)