



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,
)


SCREAMING_SNAKE_CASE_:Union[str, Any] 			=		pytest.mark.integration




@pytest.mark.parametrize("""path""" ,	["""paws""", """csv"""]						)
def       __UpperCamelCase      (    _lowerCAmelCase ,	_lowerCAmelCase						)			->    Union[str, Any]:



    """simple docstring"""






    inspect_dataset(UpperCAmelCase_ ,	UpperCAmelCase_						)
    A					:			str		=  path + '''.py'''
    assert script_name in os.listdir(UpperCAmelCase_						)
    assert "__pycache__" not in os.listdir(UpperCAmelCase_						)




@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       __UpperCamelCase      (    _lowerCAmelCase ,	_lowerCAmelCase						)			->    Optional[Any]:



    """simple docstring"""






    inspect_metric(UpperCAmelCase_ ,	UpperCAmelCase_						)
    A					:			str		=  path + '''.py'''
    assert script_name in os.listdir(UpperCAmelCase_						)
    assert "__pycache__" not in os.listdir(UpperCAmelCase_						)




@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       __UpperCamelCase      (    _lowerCAmelCase ,	_lowerCAmelCase ,	_lowerCAmelCase						)			->    int:



    """simple docstring"""






    A					:			List[str]		=  get_dataset_config_info(UpperCAmelCase_ ,	config_name=UpperCAmelCase_						)
    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       __UpperCamelCase      (    _lowerCAmelCase ,	_lowerCAmelCase ,	_lowerCAmelCase						)			->    Tuple:



    """simple docstring"""






    with pytest.raises(UpperCAmelCase_						):
        get_dataset_config_info(UpperCAmelCase_ ,	config_name=UpperCAmelCase_						)




@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       __UpperCamelCase      (    _lowerCAmelCase ,	_lowerCAmelCase						)			->    str:



    """simple docstring"""






    A					:			Tuple		=  get_dataset_config_names(UpperCAmelCase_						)
    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       __UpperCamelCase      (    _lowerCAmelCase ,	_lowerCAmelCase ,	_lowerCAmelCase						)			->    List[str]:



    """simple docstring"""






    A					:			Optional[Any]		=  get_dataset_infos(UpperCAmelCase_						)
    assert list(infos.keys()						) == expected_configs
    A					:			int		=  expected_configs[0]
    assert expected_config in infos
    A					:			Union[str, Any]		=  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       __UpperCamelCase      (    _lowerCAmelCase ,	_lowerCAmelCase ,	_lowerCAmelCase						)			->    Union[str, Any]:



    """simple docstring"""






    A					:			List[Any]		=  get_dataset_infos(UpperCAmelCase_						)
    assert expected_config in infos
    A					:			int		=  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       __UpperCamelCase      (    _lowerCAmelCase ,	_lowerCAmelCase ,	_lowerCAmelCase						)			->    str:



    """simple docstring"""






    with pytest.raises(UpperCAmelCase_						):
        get_dataset_split_names(UpperCAmelCase_ ,	config_name=UpperCAmelCase_						)






snake_case							:       Any										=	{0: [2, 3], 1: [0], 2: [1], 3: [4], 4: []}

snake_case							:       Any										=	{0: [1, 2, 3], 1: [2], 2: [0], 3: [4], 4: [5], 5: [3]}
def 							__lowerCamelCase		(					UpperCAmelCase_		:						dict[int, list[int]]					,    UpperCAmelCase_		:						int					,    UpperCAmelCase_		:						list[bool]		):




      """simple docstring"""





      a		:Any									=			True
      a		:Any									=			[]

      for neighbour in graph[vert]:
            if not visited[neighbour]:
                  order += topology_sort(UpperCAmelCase_					,    UpperCAmelCase_					,    UpperCAmelCase_		)

      order.append(UpperCAmelCase_		)

      return order
def 							__lowerCamelCase		(					UpperCAmelCase_		:						dict[int, list[int]]					,    UpperCAmelCase_		:						int					,    UpperCAmelCase_		:						list[bool]		):




      """simple docstring"""





      a		:Optional[Any]									=			True
      a		:int									=			[vert]

      for neighbour in reversed_graph[vert]:
            if not visited[neighbour]:
                  component += find_components(UpperCAmelCase_					,    UpperCAmelCase_					,    UpperCAmelCase_		)

      return component






def 							__lowerCamelCase		(					UpperCAmelCase_		:						dict[int, list[int]]		):




      """simple docstring"""





      a		:int									=			len(UpperCAmelCase_		) * [False]
      a		:dict[int, list[int]]									=			{vert: [] for vert in range(len(UpperCAmelCase_		)		)}

      for vert, neighbours in graph.items():
            for neighbour in neighbours:
                  reversed_graph[neighbour].append(UpperCAmelCase_		)

      a		:Optional[Any]									=			[]
      for i, was_visited in enumerate(UpperCAmelCase_		):
            if not was_visited:
                  order += topology_sort(UpperCAmelCase_					,    UpperCAmelCase_					,    UpperCAmelCase_		)

      a		:Tuple									=			[]
      a		:int									=			len(UpperCAmelCase_		) * [False]

      for i in range(len(UpperCAmelCase_		)		):
            a		:Union[str, Any]									=			order[len(UpperCAmelCase_		) - i - 1]
            if not visited[vert]:
                  a		:Union[str, Any]									=			find_components(UpperCAmelCase_					,    UpperCAmelCase_					,    UpperCAmelCase_		)
                  components_list.append(UpperCAmelCase_		)

      return components_list





