



import os

import pytest

from datasets import (
    get_dataset_config_info,
    get_dataset_config_names,
    get_dataset_infos,
    get_dataset_split_names,
    inspect_dataset,
    inspect_metric,
)


UpperCAmelCase_		 =					pytest.mark.integration

@pytest.mark.parametrize('''path'''	,   ['''paws''', '''csv''']				)
def 	SCREAMING_SNAKE_CASE_							(	_snake_case	:str	,   _snake_case	:int				)  ->     Tuple:
   inspect_dataset(_snake_case	,   _snake_case				)
   _A      =       path + '''.py'''
   assert script_name in os.listdir(_snake_case				)
   assert "__pycache__" not in os.listdir(_snake_case				)

@pytest.mark.filterwarnings('''ignore:inspect_metric is deprecated:FutureWarning'''				)
@pytest.mark.filterwarnings('''ignore:metric_module_factory is deprecated:FutureWarning'''				)
@pytest.mark.parametrize('''path'''	,   ['''accuracy''']				)
def 	SCREAMING_SNAKE_CASE_							(	_snake_case	:List[Any]	,   _snake_case	:Union[str, Any]				)  ->     Any:
   inspect_metric(_snake_case	,   _snake_case				)
   _A      =       path + '''.py'''
   assert script_name in os.listdir(_snake_case				)
   assert "__pycache__" not in os.listdir(_snake_case				)

@pytest.mark.parametrize(
    '''path, config_name, expected_splits'''	,   [
        ('''squad''', '''plain_text''', ['''train''', '''validation''']),
        ('''dalle-mini/wit''', '''dalle-mini--wit''', ['''train''']),
        ('''paws''', '''labeled_final''', ['''train''', '''test''', '''validation''']),
    ]	,   )
def 	SCREAMING_SNAKE_CASE_							(	_snake_case	:Optional[int]	,   _snake_case	:List[str]	,   _snake_case	:str				)  ->     Union[str, Any]:
   _A      =       get_dataset_config_info(_snake_case	,   config_name=_snake_case				)
   assert info.config_name == config_name
   assert list(info.splits.keys()				) == expected_splits

@pytest.mark.parametrize(
    '''path, config_name, expected_exception'''	,   [
        ('''paws''', None, ValueError),
    ]	,   )
def 	SCREAMING_SNAKE_CASE_							(	_snake_case	:Optional[Any]	,   _snake_case	:str	,   _snake_case	:List[str]				)  ->     Any:
   with pytest.raises(_snake_case				):
      get_dataset_config_info(_snake_case	,   config_name=_snake_case				)

@pytest.mark.parametrize(
    '''path, expected'''	,   [
        ('''squad''', '''plain_text'''),
        ('''acronym_identification''', '''default'''),
        ('''lhoestq/squad''', '''plain_text'''),
        ('''lhoestq/test''', '''default'''),
        ('''lhoestq/demo1''', '''lhoestq--demo1'''),
        ('''dalle-mini/wit''', '''dalle-mini--wit'''),
    ]	,   )
def 	SCREAMING_SNAKE_CASE_							(	_snake_case	:str	,   _snake_case	:int				)  ->     List[str]:
   _A      =       get_dataset_config_names(_snake_case				)
   assert expected in config_names

@pytest.mark.parametrize(
    '''path, expected_configs, expected_splits_in_first_config'''	,   [
        ('''squad''', ['''plain_text'''], ['''train''', '''validation''']),
        ('''dalle-mini/wit''', ['''dalle-mini--wit'''], ['''train''']),
        ('''paws''', ['''labeled_final''', '''labeled_swap''', '''unlabeled_final'''], ['''train''', '''test''', '''validation''']),
    ]	,   )
def 	SCREAMING_SNAKE_CASE_							(	_snake_case	:Union[str, Any]	,   _snake_case	:Any	,   _snake_case	:Any				)  ->     Optional[Any]:
   _A      =       get_dataset_infos(_snake_case				)
   assert list(infos.keys()				) == expected_configs
   _A      =       expected_configs[0]
   assert expected_config in infos
   _A      =       infos[expected_config]
   assert info.config_name == expected_config
   assert list(info.splits.keys()				) == expected_splits_in_first_config

@pytest.mark.parametrize(
    '''path, expected_config, expected_splits'''	,   [
        ('''squad''', '''plain_text''', ['''train''', '''validation''']),
        ('''dalle-mini/wit''', '''dalle-mini--wit''', ['''train''']),
        ('''paws''', '''labeled_final''', ['''train''', '''test''', '''validation''']),
    ]	,   )
def 	SCREAMING_SNAKE_CASE_							(	_snake_case	:Optional[Any]	,   _snake_case	:Optional[Any]	,   _snake_case	:Any				)  ->     str:
   _A      =       get_dataset_infos(_snake_case				)
   assert expected_config in infos
   _A      =       infos[expected_config]
   assert info.config_name == expected_config
   assert list(info.splits.keys()				) == expected_splits


@pytest.mark.parametrize(
    '''path, config_name, expected_exception'''	,   [
        ('''paws''', None, ValueError),
    ]	,   )
def 	SCREAMING_SNAKE_CASE_							(	_snake_case	:Optional[int]	,   _snake_case	:Tuple	,   _snake_case	:Dict				)  ->     List[str]:
   with pytest.raises(_snake_case				):
      get_dataset_split_names(_snake_case	,   config_name=_snake_case				)








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 	SCREAMING_SNAKE_CASE_							(	_snake_case	:list				)  ->     list:
   if not sequence:
      return []
   if len(_snake_case				) == 1:
      return list(_snake_case				)
   _A      =       0
   _A      =       len(_snake_case				) - 1
   _A      =       0
   while mid <= high:
      if sequence[mid] == colors[0]:
         _A  ,    _A      =       sequence[mid], sequence[low]
         low += 1
         mid += 1
      elif sequence[mid] == colors[1]:
         mid += 1
      elif sequence[mid] == colors[2]:
         _A  ,    _A      =       sequence[high], sequence[mid]
         high -= 1
      else:
         _A      =       F'''The elements inside the sequence must contains only {colors} values'''
         raise ValueError(_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)}')



