




'''simple docstring'''





from __future__ import annotations


def   UpperCamelCase_(			snake_case							: list[int]  ):

							'''simple docstring'''






							if not list_of_ints:
														return []

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

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


def   UpperCamelCase_(			snake_case							: list[int]							,       snake_case							: int  ):

							'''simple docstring'''






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

							snake_case_			      =   []
							snake_case_			      =   []
							# 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(snake_case  )
														else:
																					# number has a zero at bit bit_position
																					zeros.append(snake_case  )

    # recursively split both lists further
							snake_case_			      =   _msd_radix_sort(snake_case							,       bit_position - 1  )
							snake_case_			      =   _msd_radix_sort(snake_case							,       bit_position - 1  )

							# recombine lists
							snake_case_			      =   zeros
							res.extend(snake_case  )

							return res


def   UpperCamelCase_(			snake_case							: list[int]  ):

							'''simple docstring'''






							snake_case_			      =   len(snake_case  )
							if not list_of_ints or length == 1:
														return

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

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


def   UpperCamelCase_(			snake_case							: list[int]							,       snake_case							: int							,       snake_case							: int							,       snake_case							: int  ):

							'''simple docstring'''






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

							bit_position -= 1

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

														if changed:
																					continue

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

							_msd_radix_sort_inplace(snake_case							,       snake_case							,       snake_case							,       snake_case  )
							_msd_radix_sort_inplace(snake_case							,       snake_case							,       snake_case							,       snake_case  )


if __name__ == "__main__":
		import doctest

		doctest.testmod()










'''simple docstring'''





import unittest
from pathlib import Path
from tempfile import TemporaryDirectory
from unittest.mock import Mock, patch

import diffusers.utils.hub_utils




class 				_snake_case	(			unittest.TestCase							):




			@patch("diffusers.utils.hub_utils.get_full_repo_name"							)
			def      lowerCAmelCase__       (      self       ,							a__							)       ->       None:

										'''simple docstring'''




										snake_case_			      =   "full_repo_name"
										with TemporaryDirectory() as tmpdir:
																	# Dummy args values
																	snake_case_			      =   Mock()
																	snake_case_			      =   tmpdir
																	snake_case_			      =   0
																	snake_case_			      =   "hub_token"
																	snake_case_			      =   "dataset_name"
																	snake_case_			      =   0.0_1
																	snake_case_			      =   100_000
																	snake_case_			      =   10_000
																	snake_case_			      =   0.0_1
																	snake_case_			      =   0.0_2
																	snake_case_			      =   0.0_3
																	snake_case_			      =   0.0_0_0_5
																	snake_case_			      =   0.0_0_0_0_0_1
																	snake_case_			      =   1
																	snake_case_			      =   10
																	snake_case_			      =   0.0_0_1
																	snake_case_			      =   0.1
																	snake_case_			      =   0.2
																	snake_case_			      =   True

																	# Model card mush be rendered and saved
																	diffusers.utils.hub_utils.create_model_card(a__       ,							model_name="model_name"							)
																	self.assertTrue((Path(a__							) / "README.md").is_file()							)




