


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 	_lowercase				(      unittest.TestCase						,      A__	):






				'''simple docstring'''



				def 		__magic_name__(	self      :List[Any]     )		->      int:
										__SCREAMING_SNAKE_CASE						:					Union[str, Any]		      =		load_tool('''image-question-answering'''     )
										self.tool.setup()
										__SCREAMING_SNAKE_CASE						:					Dict		      =		load_tool('''image-question-answering'''      ,      remote=lowerCAmelCase__     )


				def 		__magic_name__(	self      :List[Any]     )		->      int:
										__SCREAMING_SNAKE_CASE						:					str		      =		Image.open(Path(get_tests_dir('''fixtures/tests_samples/COCO'''     )     ) / '''000000039769.png'''     )
										__SCREAMING_SNAKE_CASE						:					Any		      =		self.tool(lowerCAmelCase__      ,      '''How many cats are sleeping on the couch?'''     )
										self.assertEqual(lowerCAmelCase__      ,      '''2'''     )


				def 		__magic_name__(	self      :str     )		->      Optional[int]:
										__SCREAMING_SNAKE_CASE						:					List[str]		      =		Image.open(Path(get_tests_dir('''fixtures/tests_samples/COCO'''     )     ) / '''000000039769.png'''     )
										__SCREAMING_SNAKE_CASE						:					Tuple		      =		self.remote_tool(lowerCAmelCase__      ,      '''How many cats are sleeping on the couch?'''     )
										self.assertEqual(lowerCAmelCase__      ,      '''2'''     )


				def 		__magic_name__(	self      :int     )		->      int:
										__SCREAMING_SNAKE_CASE						:					List[Any]		      =		Image.open(Path(get_tests_dir('''fixtures/tests_samples/COCO'''     )     ) / '''000000039769.png'''     )
										__SCREAMING_SNAKE_CASE						:					List[Any]		      =		self.tool(image=lowerCAmelCase__      ,      question='''How many cats are sleeping on the couch?'''     )
										self.assertEqual(lowerCAmelCase__      ,      '''2'''     )



				def 		__magic_name__(	self      :int     )		->      Dict:
										__SCREAMING_SNAKE_CASE						:					Optional[Any]		      =		Image.open(Path(get_tests_dir('''fixtures/tests_samples/COCO'''     )     ) / '''000000039769.png'''     )
										__SCREAMING_SNAKE_CASE						:					str		      =		self.remote_tool(image=lowerCAmelCase__      ,      question='''How many cats are sleeping on the couch?'''     )
										self.assertEqual(lowerCAmelCase__      ,      '''2'''     )




from __future__ import annotations


def 	_UpperCamelCase							(				lowercase__				):
						__SCREAMING_SNAKE_CASE						:					List[Any]		      =		sorted(lowercase__				)
						__SCREAMING_SNAKE_CASE						:					str		      =		len(lowercase__				)
						__SCREAMING_SNAKE_CASE						:					Union[str, Any]		      =		length >> 1
						return (
						    (sorted_list[mid_index] + sorted_list[mid_index - 1]) / 2
						    if length % 2 == 0
						    else sorted_list[mid_index]
						)


def 	_UpperCamelCase							(				):
						import doctest

						doctest.testmod()


if __name__ == "__main__":
						main()
