


from __future__ import annotations







def 							UpperCAmelCase				(     UpperCAmelCase      )->		list[int]:







     '''simple docstring'''



     if not list_of_ints:
          return []

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

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







def 							UpperCAmelCase				(     UpperCAmelCase				,UpperCAmelCase      )->		list[int]:







     '''simple docstring'''



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

     SCREAMING_SNAKE_CASE_	      =       []
     SCREAMING_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(UpperCAmelCase      )
          else:
               # number has a zero at bit bit_position
               zeros.append(UpperCAmelCase      )

    # recursively split both lists further
     SCREAMING_SNAKE_CASE_	      =       _msd_radix_sort(UpperCAmelCase				,bit_position - 1      )
     SCREAMING_SNAKE_CASE_	      =       _msd_radix_sort(UpperCAmelCase				,bit_position - 1      )

     # recombine lists
     SCREAMING_SNAKE_CASE_	      =       zeros
     res.extend(UpperCAmelCase      )

     return res







def 							UpperCAmelCase				(     UpperCAmelCase      )->		List[Any]:







     '''simple docstring'''



     SCREAMING_SNAKE_CASE_	      =       len(UpperCAmelCase      )
     if not list_of_ints or length == 1:
          return

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

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







def 							UpperCAmelCase				(     UpperCAmelCase				,UpperCAmelCase				,UpperCAmelCase				,UpperCAmelCase      )->		List[str]:







     '''simple docstring'''



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

     bit_position -= 1

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

          if changed:
               continue

          SCREAMING_SNAKE_CASE_      ,SCREAMING_SNAKE_CASE_	      =       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()






import unittest

from transformers import load_tool
from transformers.tools.agent_types import AGENT_TYPE_MAPPING

from .test_tools_common import ToolTesterMixin, output_types

class 						snake_case			(       unittest.TestCase	, lowerCAmelCase__	):
			'''simple docstring'''

			def _lowercase (	self     :     List[Any]					)					->					Optional[Any]:




								"""simple docstring"""






								SCREAMING_SNAKE_CASE_	      =       load_tool('''translation'''					)
								self.tool.setup()
								SCREAMING_SNAKE_CASE_	      =       load_tool('''translation'''							,							remote=lowerCAmelCase_					)

			def _lowercase (	self     :     Tuple					)					->					str:




								"""simple docstring"""






								SCREAMING_SNAKE_CASE_	      =       self.tool('''Hey, what\'s up?'''							,							src_lang='''English'''							,							tgt_lang='''French'''					)
								self.assertEqual(lowerCAmelCase_							,							'''- Hé, comment ça va?'''					)

			def _lowercase (	self     :     Optional[Any]					)					->					int:




								"""simple docstring"""






								SCREAMING_SNAKE_CASE_	      =       self.remote_tool('''Hey, what\'s up?'''							,							src_lang='''English'''							,							tgt_lang='''French'''					)
								self.assertEqual(lowerCAmelCase_							,							'''- Hé, comment ça va?'''					)

			def _lowercase (	self     :     Optional[int]					)					->					str:




								"""simple docstring"""






								SCREAMING_SNAKE_CASE_	      =       self.tool(text='''Hey, what\'s up?'''							,							src_lang='''English'''							,							tgt_lang='''French'''					)
								self.assertEqual(lowerCAmelCase_							,							'''- Hé, comment ça va?'''					)

			def _lowercase (	self     :     str					)					->					List[str]:




								"""simple docstring"""






								SCREAMING_SNAKE_CASE_	      =       self.remote_tool(text='''Hey, what\'s up?'''							,							src_lang='''English'''							,							tgt_lang='''French'''					)
								self.assertEqual(lowerCAmelCase_							,							'''- Hé, comment ça va?'''					)

			def _lowercase (	self     :     Optional[int]					)					->					Dict:




								"""simple docstring"""






								SCREAMING_SNAKE_CASE_	      =       ['''Hey, what\'s up?''', '''English''', '''Spanish''']
								SCREAMING_SNAKE_CASE_	      =       self.tool(*lowerCAmelCase_					)

								# There is a single output
								if len(self.tool.outputs					) == 1:
													SCREAMING_SNAKE_CASE_	      =       [outputs]

								self.assertListEqual(output_types(lowerCAmelCase_					)							,							self.tool.outputs					)

			def _lowercase (	self     :     Optional[int]					)					->					List[str]:




								"""simple docstring"""






								SCREAMING_SNAKE_CASE_	      =       ['''Hey, what\'s up?''', '''English''', '''Spanish''']
								SCREAMING_SNAKE_CASE_	      =       self.tool(*lowerCAmelCase_					)

								if not isinstance(lowerCAmelCase_							,							lowerCAmelCase_					):
													SCREAMING_SNAKE_CASE_	      =       [outputs]

								self.assertEqual(len(lowerCAmelCase_					)							,							len(self.tool.outputs					)					)

								for output, output_type in zip(lowerCAmelCase_							,							self.tool.outputs					):
													SCREAMING_SNAKE_CASE_	      =       AGENT_TYPE_MAPPING[output_type]
													self.assertTrue(isinstance(lowerCAmelCase_							,							lowerCAmelCase_					)					)




			def _lowercase (	self     :     Tuple					)					->					int:




								"""simple docstring"""






								SCREAMING_SNAKE_CASE_	      =       ['''Hey, what\'s up?''', '''English''', '''Spanish''']

								SCREAMING_SNAKE_CASE_	      =       []

								for _input, input_type in zip(lowerCAmelCase_							,							self.tool.inputs					):
													if isinstance(lowerCAmelCase_							,							lowerCAmelCase_					):
																		_inputs.append([AGENT_TYPE_MAPPING[_input_type](_input					) for _input_type in input_type]					)
													else:
																		_inputs.append(AGENT_TYPE_MAPPING[input_type](_input					)					)

        # Should not raise an error
								SCREAMING_SNAKE_CASE_	      =       self.tool(*lowerCAmelCase_					)

								if not isinstance(lowerCAmelCase_							,							lowerCAmelCase_					):
													SCREAMING_SNAKE_CASE_	      =       [outputs]

								self.assertEqual(len(lowerCAmelCase_					)							,							len(self.tool.outputs					)					)


