


"""simple docstring"""





def     lowercase__	(  lowerCamelCase     :  list[int]				)					->     list[int]:
  if len(lowerCamelCase				) > 1:
    lowerCAmelCase__    :    str								=					len(lowerCamelCase				) // 2  # Finds the middle of the array
    lowerCAmelCase__    :    Union[str, Any]								=					arr[
        :middle_length
    ]  # Creates an array of the elements in the first half.
    lowerCAmelCase__    :    Dict								=					arr[
        middle_length:
    ]  # Creates an array of the elements in the second half.
    lowerCAmelCase__    :    List[Any]								=					len(lowerCamelCase				)
    lowerCAmelCase__    :    Tuple								=					len(lowerCamelCase				)
    merge(lowerCamelCase				)  # Starts sorting the left.
    merge(lowerCamelCase				)  # Starts sorting the right
    lowerCAmelCase__    :    List[Any]								=					0  # Left Counter
    lowerCAmelCase__    :    List[str]								=					0  # Right Counter
    lowerCAmelCase__    :    Tuple								=					0  # Position Counter
    while (
        left_index < left_size and right_index < right_size
    ):  # Runs until the lowers size of the left and right are sorted.
      if left_array[left_index] < right_array[right_index]:
        lowerCAmelCase__    :    List[str]								=					left_array[left_index]
        left_index += 1
      else:
        lowerCAmelCase__    :    List[str]								=					right_array[right_index]
        right_index += 1
      index += 1
    while (
        left_index < left_size
    ):  # Adds the left over elements in the left half of the array
      lowerCAmelCase__    :    Any								=					left_array[left_index]
      left_index += 1
      index += 1
    while (
        right_index < right_size
    ):  # Adds the left over elements in the right half of the array
      lowerCAmelCase__    :    Union[str, Any]								=					right_array[right_index]
      right_index += 1
      index += 1
  return arr


if __name__ == "__main__":
   import doctest

   doctest.testmod()




"""simple docstring"""





from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available


__UpperCAmelCase    				=      {"configuration_sew_d": ["SEW_D_PRETRAINED_CONFIG_ARCHIVE_MAP", "SEWDConfig"]}

try:
   if not is_torch_available():
      raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
   pass
else:
   __UpperCAmelCase    				=      [
       "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

   __UpperCAmelCase    				=      _LazyModule(__name__, globals()["__file__"], _import_structure, module_spec=__spec__)
