


"""simple docstring"""







from __future__ import annotations






def        a__			(							_UpperCamelCase			):





						"""simple docstring"""

						if not list_of_ints:
												return []

						if min(_UpperCamelCase			) < 0:
												raise ValueError('''All numbers must be positive'''			)

						UpperCAmelCase__												=     max(len(bin(_UpperCamelCase			)[2:]			) for x in list_of_ints			)
						return _msd_radix_sort(_UpperCamelCase						,      _UpperCamelCase			)






def        a__			(							_UpperCamelCase						,      _UpperCamelCase			):





						"""simple docstring"""

						if bit_position == 0 or len(_UpperCamelCase			) in [0, 1]:
												return list_of_ints

						UpperCAmelCase__												=     []
						UpperCAmelCase__												=     []
						# Split numbers based on bit at bit_position from the right
						for number in list_of_ints:
												if (number >> (bit_position - 1)) & 1:
																		# number has a one at bit bit_position
																		ones.append(_UpperCamelCase			)
												else:
																		# number has a zero at bit bit_position
																		zeros.append(_UpperCamelCase			)

    # recursively split both lists further
						UpperCAmelCase__												=     _msd_radix_sort(_UpperCamelCase						,      bit_position - 1			)
						UpperCAmelCase__												=     _msd_radix_sort(_UpperCamelCase						,      bit_position - 1			)

						# recombine lists
						UpperCAmelCase__												=     zeros
						res.extend(_UpperCamelCase			)

						return res






def        a__			(							_UpperCamelCase			):





						"""simple docstring"""

						UpperCAmelCase__												=     len(_UpperCamelCase			)
						if not list_of_ints or length == 1:
												return

						if min(_UpperCamelCase			) < 0:
												raise ValueError('''All numbers must be positive'''			)

						UpperCAmelCase__												=     max(len(bin(_UpperCamelCase			)[2:]			) for x in list_of_ints			)
						_msd_radix_sort_inplace(_UpperCamelCase						,      _UpperCamelCase						,      0						,      _UpperCamelCase			)






def        a__			(							_UpperCamelCase						,      _UpperCamelCase						,      _UpperCamelCase						,      _UpperCamelCase			):





						"""simple docstring"""

						if bit_position == 0 or end_index - begin_index <= 1:
												return

						bit_position -= 1

						UpperCAmelCase__												=     begin_index
						UpperCAmelCase__												=     end_index - 1
						while i <= j:
												UpperCAmelCase__												=     False
												if not (list_of_ints[i] >> bit_position) & 1:
																		# found zero at the beginning
																		i += 1
																		UpperCAmelCase__												=     True
												if (list_of_ints[j] >> bit_position) & 1:
																		# found one at the end
																		j -= 1
																		UpperCAmelCase__												=     True

												if changed:
																		continue

												UpperCAmelCase__						,					UpperCAmelCase__												=     list_of_ints[j], list_of_ints[i]
												j -= 1
												if j != i:
																		i += 1

						_msd_radix_sort_inplace(_UpperCamelCase						,      _UpperCamelCase						,      _UpperCamelCase						,      _UpperCamelCase			)
						_msd_radix_sort_inplace(_UpperCamelCase						,      _UpperCamelCase						,      _UpperCamelCase						,      _UpperCamelCase			)


if __name__ == "__main__":
						import doctest

						doctest.testmod()



"""simple docstring"""







from typing import TYPE_CHECKING

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


__a      			= {"configuration_bert_generation": ["BertGenerationConfig"]}

try:
						if not is_sentencepiece_available():
												raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
						pass
else:
						__a      			= ["BertGenerationTokenizer"]

try:
						if not is_torch_available():
												raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
						pass
else:
						__a      			= [
						    "BertGenerationDecoder",
						    "BertGenerationEncoder",
						    "BertGenerationPreTrainedModel",
						    "load_tf_weights_in_bert_generation",
						]


if TYPE_CHECKING:
						from .configuration_bert_generation import BertGenerationConfig

						try:
												if not is_sentencepiece_available():
																		raise OptionalDependencyNotAvailable()
						except OptionalDependencyNotAvailable:
												pass
						else:
												from .tokenization_bert_generation import BertGenerationTokenizer

						try:
												if not is_torch_available():
																		raise OptionalDependencyNotAvailable()
						except OptionalDependencyNotAvailable:
												pass
						else:
												from .modeling_bert_generation import (
												    BertGenerationDecoder,
												    BertGenerationEncoder,
												    BertGenerationPreTrainedModel,
												    load_tf_weights_in_bert_generation,
												)

else:
						import sys

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