
def        lowerCAmelCase       (				snake_case__   :      Optional[Any]				,					snake_case__   :      Tuple				,					snake_case__   :      str				,					snake_case__   :      str )->			Union[str, Any]:
    if start == end:
        return start if lst[start] > item else start + 1
    if start > end:
        return start

    A_								=					(start + end) // 2
    if lst[mid] < item:
        return binary_search(snake_case__				,					snake_case__				,					mid + 1				,					snake_case__ )
    elif lst[mid] > item:
        return binary_search(snake_case__				,					snake_case__				,					snake_case__				,					mid - 1 )
    else:
        return mid





def        lowerCAmelCase       (				snake_case__   :      Optional[int] )->			Any:
    A_								=					len(snake_case__ )

    for index in range(1				,					snake_case__ ):
        A_								=					lst[index]
        A_								=					binary_search(snake_case__				,					snake_case__				,					0				,					index - 1 )
        A_								=					lst[:pos] + [value] + lst[pos:index] + lst[index + 1 :]

    return lst





def        lowerCAmelCase       (				snake_case__   :      List[str]				,					snake_case__   :      Optional[int] )->			Optional[Any]:
    if not left:
        return right

    if not right:
        return left

    if left[0] < right[0]:
        return [left[0], *merge(left[1:]				,					snake_case__ )]

    return [right[0], *merge(snake_case__				,					right[1:] )]





def        lowerCAmelCase       (				snake_case__   :      Optional[int] )->			Optional[int]:
    A_								=					len(snake_case__ )
    A_	,	A_								=					[], []
    A_								=					[lst[0]]
    A_								=					[]
    A_								=					1
    while i < length:
        if lst[i] < lst[i - 1]:
            runs.append(snake_case__ )
            A_								=					[lst[i]]
        else:
            new_run.append(lst[i] )
        i += 1
    runs.append(snake_case__ )

    for run in runs:
        sorted_runs.append(insertion_sort(snake_case__ ) )
    for run in sorted_runs:
        A_								=					merge(snake_case__				,					snake_case__ )

    return sorted_array





def        lowerCAmelCase       (				)->			Optional[int]:
    A_								=					[5, 9, 10, 3, -4, 5, 178, 92, 46, -18, 0, 7]
    A_								=					tim_sort(snake_case__ )
    print(snake_case__ )


if __name__ == "__main__":
     main()








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 							lowerCamelCase       (		unittest.TestCase			,  __snake_case					):



  """simple docstring"""





  def 					lowercase_						(					self					):
      A_								=					load_tool("image-question-answering"					)
      self.tool.setup()
      A_								=					load_tool("image-question-answering"						,    remote=__UpperCamelCase					)

  def 					lowercase_						(					self					):
      A_								=					Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO"					)					) / "000000039769.png"					)
      A_								=					self.tool(__UpperCamelCase						,    "How many cats are sleeping on the couch?"					)
      self.assertEqual(__UpperCamelCase						,    "2"					)

  def 					lowercase_						(					self					):
      A_								=					Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO"					)					) / "000000039769.png"					)
      A_								=					self.remote_tool(__UpperCamelCase						,    "How many cats are sleeping on the couch?"					)
      self.assertEqual(__UpperCamelCase						,    "2"					)

  def 					lowercase_						(					self					):
      A_								=					Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO"					)					) / "000000039769.png"					)
      A_								=					self.tool(image=__UpperCamelCase						,    question="How many cats are sleeping on the couch?"					)
      self.assertEqual(__UpperCamelCase						,    "2"					)

  def 					lowercase_						(					self					):
      A_								=					Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO"					)					) / "000000039769.png"					)
      A_								=					self.remote_tool(image=__UpperCamelCase						,    question="How many cats are sleeping on the couch?"					)
      self.assertEqual(__UpperCamelCase						,    "2"					)






