
from __future__ import annotations


def     UpperCamelCase      (					__lowerCamelCase  :				list[int]					):
       if not list_of_ints:
              return []

       if min(__lowerCamelCase					) < 0:
              raise ValueError("All numbers must be positive"					)

       snake_case :     Optional[int]           =   max(len(bin(__lowerCamelCase					)[2:]					) for x in list_of_ints					)
       return _msd_radix_sort(__lowerCamelCase       ,      __lowerCamelCase					)


def     UpperCamelCase      (					__lowerCamelCase  :				list[int]       ,      __lowerCamelCase  :				int					):
       if bit_position == 0 or len(__lowerCamelCase					) in [0, 1]:
              return list_of_ints

       snake_case :     Tuple           =   []
       snake_case :     List[str]           =   []
       # 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(__lowerCamelCase					)
              else:
                     # number has a zero at bit bit_position
                     zeros.append(__lowerCamelCase					)

    # recursively split both lists further
       snake_case :     Optional[int]           =   _msd_radix_sort(__lowerCamelCase       ,      bit_position - 1					)
       snake_case :     Optional[int]           =   _msd_radix_sort(__lowerCamelCase       ,      bit_position - 1					)

       # recombine lists
       snake_case :     str           =   zeros
       res.extend(__lowerCamelCase					)

       return res


def     UpperCamelCase      (					__lowerCamelCase  :				list[int]					):
       snake_case :     Dict           =   len(__lowerCamelCase					)
       if not list_of_ints or length == 1:
              return

       if min(__lowerCamelCase					) < 0:
              raise ValueError("All numbers must be positive"					)

       snake_case :     Optional[Any]           =   max(len(bin(__lowerCamelCase					)[2:]					) for x in list_of_ints					)
       _msd_radix_sort_inplace(__lowerCamelCase       ,      __lowerCamelCase       ,      0       ,      __lowerCamelCase					)


def     UpperCamelCase      (					__lowerCamelCase  :				list[int]       ,      __lowerCamelCase  :				int       ,      __lowerCamelCase  :				int       ,      __lowerCamelCase  :				int					):
       if bit_position == 0 or end_index - begin_index <= 1:
              return

       bit_position -= 1

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

              if changed:
                     continue

              snake_case       ,      snake_case :     Optional[Any]           =   list_of_ints[j], list_of_ints[i]
              j -= 1
              if j != i:
                     i += 1

       _msd_radix_sort_inplace(__lowerCamelCase       ,      __lowerCamelCase       ,      __lowerCamelCase       ,      __lowerCamelCase					)
       _msd_radix_sort_inplace(__lowerCamelCase       ,      __lowerCamelCase       ,      __lowerCamelCase       ,      __lowerCamelCase					)


if __name__ == "__main__":
   import doctest

   doctest.testmod()







import platform
from argparse import ArgumentParser

import huggingface_hub
import pandas
import pyarrow

from datasets import __version__ as version
from datasets.commands import BaseDatasetsCLICommand


def     UpperCamelCase      (					__lowerCamelCase  :				int					):
       return EnvironmentCommand()






class 						UpperCAmelCase	(		A_				):



   @staticmethod
   def        _SCREAMING_SNAKE_CASE     (snake_case__	:      ArgumentParser				)	->			Any:


          '''simple docstring'''


          snake_case :     Optional[Any]           =   parser.add_parser("env"					,		help="Print relevant system environment info."				)
          download_parser.set_defaults(func=snake_case__				)



   def        _SCREAMING_SNAKE_CASE     (self	:      Dict				)	->			Optional[Any]:


          '''simple docstring'''


          snake_case :     List[str]           =   {
              "`datasets` version": version,
              "Platform": platform.platform(),
              "Python version": platform.python_version(),
              "Huggingface_hub version": huggingface_hub.__version__,
              "PyArrow version": pyarrow.__version__,
              "Pandas version": pandas.__version__,
          }

          print("\nCopy-and-paste the text below in your GitHub issue.\n"				)
          print(self.format_dict(snake_case__				)				)

          return info



   @staticmethod
   def        _SCREAMING_SNAKE_CASE     (snake_case__	:      Tuple				)	->			Any:


          '''simple docstring'''


          return "\n".join([f"""- {prop}: {val}""" for prop, val in d.items()]				) + "\n"





