

'''simple docstring'''


def     SCREAMING_SNAKE_CASE(	UpperCamelCase ,UpperCamelCase ,UpperCamelCase ,UpperCamelCase	)     ->     str:
	if start == end:
		return start if lst[start] > item else start + 1
	if start > end:
		return start

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







def     SCREAMING_SNAKE_CASE(	UpperCamelCase	)     ->     int:
	UpperCAmelCase_		:   Union[str, Any]													=       len(UpperCamelCase	)

	for index in range(1 ,UpperCamelCase	):
		UpperCAmelCase_		:   Optional[Any]													=       lst[index]
		UpperCAmelCase_		:   int													=       binary_search(UpperCamelCase ,UpperCamelCase ,0 ,index - 1	)
		UpperCAmelCase_		:   Any													=       lst[:pos] + [value] + lst[pos:index] + lst[index + 1 :]

	return lst







def     SCREAMING_SNAKE_CASE(	UpperCamelCase ,UpperCamelCase	)     ->     List[str]:
	if not left:
		return right

	if not right:
		return left

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

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







def     SCREAMING_SNAKE_CASE(	UpperCamelCase	)     ->     Union[str, Any]:
	UpperCAmelCase_		:   List[str]													=       len(UpperCamelCase	)
	UpperCAmelCase_						,     UpperCAmelCase_		:   List[str]													=       [], []
	UpperCAmelCase_		:   Optional[Any]													=       [lst[0]]
	UpperCAmelCase_		:   Any													=       []
	UpperCAmelCase_		:   Union[str, Any]													=       1
	while i < length:
		if lst[i] < lst[i - 1]:
			runs.append(UpperCamelCase	)
			UpperCAmelCase_		:   Optional[Any]													=       [lst[i]]
		else:
			new_run.append(lst[i]	)
		i += 1
	runs.append(UpperCamelCase	)

	for run in runs:
		sorted_runs.append(insertion_sort(UpperCamelCase	)	)
	for run in sorted_runs:
		UpperCAmelCase_		:   str													=       merge(UpperCamelCase ,UpperCamelCase	)

	return sorted_array







def     SCREAMING_SNAKE_CASE(	)     ->     int:
	UpperCAmelCase_		:   List[str]													=       [5, 9, 1_0, 3, -4, 5, 1_7_8, 9_2, 4_6, -1_8, 0, 7]
	UpperCAmelCase_		:   Optional[Any]													=       tim_sort(UpperCamelCase	)
	print(UpperCamelCase	)


if __name__ == "__main__":
						main()









'''simple docstring'''


import unittest

from transformers import is_torch_available, load_tool

from .test_tools_common import ToolTesterMixin


if is_torch_available():
						import torch



class        lowercase    (	unittest.TestCase,       a_			):


							def     _snake_case				(      self)				->					Optional[int]:
								UpperCAmelCase_		:   int													=       load_tool('speech-to-text')
								self.tool.setup()


							def     _snake_case				(      self)				->					Any:
								UpperCAmelCase_		:   str													=       self.tool(torch.ones(3000))
								self.assertEqual(_snake_case     ,      ' you')





							def     _snake_case				(      self)				->					str:
								UpperCAmelCase_		:   List[Any]													=       self.tool(audio=torch.ones(3000))
								self.assertEqual(_snake_case     ,      ' you')






