

__UpperCAmelCase    				=     0  # The first color of the flag.
__UpperCAmelCase    				=     1  # The second color of the flag.
__UpperCAmelCase    				=     2  # The third color of the flag.
__UpperCAmelCase    				=     (red, white, blue)







def 	_snake_case		(    SCREAMING_SNAKE_CASE				)       ->      list:

     """simple docstring"""







     if not sequence:
          return []
     if len(SCREAMING_SNAKE_CASE				) == 1:
          return list(SCREAMING_SNAKE_CASE				)
     _lowerCAmelCase   :					Any        =    0
     _lowerCAmelCase   :					Optional[int]        =    len(SCREAMING_SNAKE_CASE				) - 1
     _lowerCAmelCase   :					int        =    0
     while mid <= high:
          if sequence[mid] == colors[0]:
               _lowerCAmelCase      ,			_lowerCAmelCase   :					int        =    sequence[mid], sequence[low]
               low += 1
               mid += 1
          elif sequence[mid] == colors[1]:
               mid += 1
          elif sequence[mid] == colors[2]:
               _lowerCAmelCase      ,			_lowerCAmelCase   :					List[str]        =    sequence[high], sequence[mid]
               high -= 1
          else:
               _lowerCAmelCase   :					Any        =    f'''The elements inside the sequence must contains only {colors} values'''
               raise ValueError(SCREAMING_SNAKE_CASE				)
     return sequence


if __name__ == "__main__":
  import doctest

  doctest.testmod()

  __UpperCAmelCase    				=     input('Enter numbers separated by commas:\n').strip()
  __UpperCAmelCase    				=     [int(item.strip()) for item in user_input.split(',')]
  print(f'''{dutch_national_flag_sort(unsorted)}''')









import unittest

from transformers import load_tool

from .test_tools_common import ToolTesterMixin


__UpperCAmelCase    				=     '\nHugging Face was founded in 2016 by French entrepreneurs Clément Delangue, Julien Chaumond, and Thomas Wolf originally as a company that developed a chatbot app targeted at teenagers.[2] After open-sourcing the model behind the chatbot, the company pivoted to focus on being a platform for machine learning.\n\nIn March 2021, Hugging Face raised $40 million in a Series B funding round.[3]\n\nOn April 28, 2021, the company launched the BigScience Research Workshop in collaboration with several other research groups to release an open large language model.[4] In 2022, the workshop concluded with the announcement of BLOOM, a multilingual large language model with 176 billion parameters.[5]\n'





class A__    ( unittest.TestCase  ,		A ):



 """simple docstring"""







 def    __magic_name__       (		self :	Tuple       ):






      '''simple docstring'''




      _lowerCAmelCase   :					Dict        =    load_tool("text-question-answering"       )
      self.tool.setup()
      _lowerCAmelCase   :					int        =    load_tool("text-question-answering"     ,						remote=A_       )

 def    __magic_name__       (		self :	List[str]       ):






      '''simple docstring'''




      _lowerCAmelCase   :					Dict        =    self.tool(A_     ,						"What did Hugging Face do in April 2021?"       )
      self.assertEqual(A_     ,						"launched the BigScience Research Workshop"       )

 def    __magic_name__       (		self :	Tuple       ):






      '''simple docstring'''




      _lowerCAmelCase   :					int        =    self.remote_tool(A_     ,						"What did Hugging Face do in April 2021?"       )
      self.assertEqual(A_     ,						"launched the BigScience Research Workshop"       )

 def    __magic_name__       (		self :	Dict       ):






      '''simple docstring'''




      _lowerCAmelCase   :					Union[str, Any]        =    self.tool(text=A_     ,						question="What did Hugging Face do in April 2021?"       )
      self.assertEqual(A_     ,						"launched the BigScience Research Workshop"       )


 def    __magic_name__       (		self :	Optional[Any]       ):






      '''simple docstring'''




      _lowerCAmelCase   :					Optional[int]        =    self.remote_tool(text=A_     ,						question="What did Hugging Face do in April 2021?"       )
      self.assertEqual(A_     ,						"launched the BigScience Research Workshop"       )






