

"""simple docstring"""




from __future__ import annotations
def    __SCREAMING_SNAKE_CASE						(						lowercase__			,							lowercase__      ):
					"""simple docstring"""
					A			=					[None] * (len(lowercase__      ) + len(lowercase__      ))

					A			=					0  # pointer to current index for left Half
					A			=					0  # pointer to current index for the right Half
					A			=					0  # pointer to current index for the sorted array Half

					while pointera < len(lowercase__      ) and pointera < len(lowercase__      ):
										if left_half[pointera] < right_half[pointera]:
															A			=					left_half[pointera]
															pointera += 1
															index += 1
										else:
															A			=					right_half[pointera]
															pointera += 1
															index += 1
					while pointera < len(lowercase__      ):
										A			=					left_half[pointera]
										pointera += 1
										index += 1

					while pointera < len(lowercase__      ):
										A			=					right_half[pointera]
										pointera += 1
										index += 1

					return sorted_array
def    __SCREAMING_SNAKE_CASE						(						lowercase__      ):
					"""simple docstring"""
					if len(lowercase__      ) <= 1:
										return array
					# the actual formula to calculate the middle element = left + (right - left) // 2
					# this avoids integer overflow in case of large N
					A			=					0 + (len(lowercase__      ) - 0) // 2

					# Split the array into halves till the array length becomes equal to One
					# merge the arrays of single length returned by mergeSort function and
					# pass them into the merge arrays function which merges the array
					A			=					array[:middle]
					A			=					array[middle:]

					return merge(merge_sort(lowercase__      )			,							merge_sort(lowercase__      )      )


if __name__ == "__main__":
	import doctest

	doctest.testmod()








"""simple docstring"""




from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available, is_vision_available


__A     :    int    =		{'configuration_bit': ['BIT_PRETRAINED_CONFIG_ARCHIVE_MAP', 'BitConfig', 'BitOnnxConfig']}

try:
	if not is_torch_available():
		raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
	pass
else:
	__A     :    Optional[Any]    =		[
	    'BIT_PRETRAINED_MODEL_ARCHIVE_LIST',
	    'BitForImageClassification',
	    'BitModel',
	    'BitPreTrainedModel',
	    'BitBackbone',
	]


try:
	if not is_vision_available():
		raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
	pass
else:
	__A     :    List[Any]    =		['BitImageProcessor']


if TYPE_CHECKING:
	from .configuration_bit import BIT_PRETRAINED_CONFIG_ARCHIVE_MAP, BitConfig, BitOnnxConfig

	try:
		if not is_torch_available():
			raise OptionalDependencyNotAvailable()
	except OptionalDependencyNotAvailable:
		pass
	else:
		from .modeling_bit import (
		    BIT_PRETRAINED_MODEL_ARCHIVE_LIST,
		    BitBackbone,
		    BitForImageClassification,
		    BitModel,
		    BitPreTrainedModel,
		)

	try:
		if not is_vision_available():
			raise OptionalDependencyNotAvailable()
	except OptionalDependencyNotAvailable:
		pass
	else:
		from .image_processing_bit import BitImageProcessor

else:
	import sys

	__A     :    Union[str, Any]    =		_LazyModule(__name__, globals()['__file__'], _import_structure)





