





"""simple docstring"""
from __future__ import annotations






def    A__							(     UpperCamelCase   ,    UpperCamelCase			):
							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    A__							(     UpperCamelCase			):






							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()






from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available


__SCREAMING_SNAKE_CASE	:							Optional[int]           =  {'''configuration_sew_d''': ['''SEW_D_PRETRAINED_CONFIG_ARCHIVE_MAP''', '''SEWDConfig''']}

try:
		if not is_torch_available():
				raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
		pass
else:
		__SCREAMING_SNAKE_CASE	:							Dict           =  [
		    '''SEW_D_PRETRAINED_MODEL_ARCHIVE_LIST''',
		    '''SEWDForCTC''',
		    '''SEWDForSequenceClassification''',
		    '''SEWDModel''',
		    '''SEWDPreTrainedModel''',
		]

if TYPE_CHECKING:
		from .configuration_sew_d import SEW_D_PRETRAINED_CONFIG_ARCHIVE_MAP, SEWDConfig

		try:
				if not is_torch_available():
						raise OptionalDependencyNotAvailable()
		except OptionalDependencyNotAvailable:
				pass
		else:
				from .modeling_sew_d import (
				    SEW_D_PRETRAINED_MODEL_ARCHIVE_LIST,
				    SEWDForCTC,
				    SEWDForSequenceClassification,
				    SEWDModel,
				    SEWDPreTrainedModel,
				)


else:
		import sys

		__SCREAMING_SNAKE_CASE	:							Tuple           =  _LazyModule(__name__, globals()['''__file__'''], _import_structure, module_spec=__spec__)

