






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,
)


__snake_case				   =    pytest.mark.integration


@pytest.mark.parametrize('''path'''	,    ['''paws''', '''csv''']			)
def     _A  (							SCREAMING_SNAKE_CASE__    :      str	,    SCREAMING_SNAKE_CASE__    :      List[str]			):
    inspect_dataset(lowercase__	,    lowercase__			)
    UpperCamelCase			:Tuple      				=  path + '''.py'''
    assert script_name in os.listdir(lowercase__			)
    assert "__pycache__" not in os.listdir(lowercase__			)


@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     _A  (							SCREAMING_SNAKE_CASE__    :      Dict	,    SCREAMING_SNAKE_CASE__    :      Optional[int]			):
    inspect_metric(lowercase__	,    lowercase__			)
    UpperCamelCase			:Dict      				=  path + '''.py'''
    assert script_name in os.listdir(lowercase__			)
    assert "__pycache__" not in os.listdir(lowercase__			)


@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     _A  (							SCREAMING_SNAKE_CASE__    :      Any	,    SCREAMING_SNAKE_CASE__    :      List[str]	,    SCREAMING_SNAKE_CASE__    :      str			):
    UpperCamelCase			:Dict      				=  get_dataset_config_info(lowercase__	,    config_name=lowercase__			)
    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     _A  (							SCREAMING_SNAKE_CASE__    :      int	,    SCREAMING_SNAKE_CASE__    :      List[Any]	,    SCREAMING_SNAKE_CASE__    :      Optional[int]			):





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


@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     _A  (							SCREAMING_SNAKE_CASE__    :      int	,    SCREAMING_SNAKE_CASE__    :      int			):
    UpperCamelCase			:Union[str, Any]      				=  get_dataset_config_names(lowercase__			)
    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     _A  (							SCREAMING_SNAKE_CASE__    :      int	,    SCREAMING_SNAKE_CASE__    :      Any	,    SCREAMING_SNAKE_CASE__    :      List[str]			):
    UpperCamelCase			:Union[str, Any]      				=  get_dataset_infos(lowercase__			)
    assert list(infos.keys()			) == expected_configs
    UpperCamelCase			:str      				=  expected_configs[0]
    assert expected_config in infos
    UpperCamelCase			:Optional[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     _A  (							SCREAMING_SNAKE_CASE__    :      Any	,    SCREAMING_SNAKE_CASE__    :      Any	,    SCREAMING_SNAKE_CASE__    :      int			):
    UpperCamelCase			:Tuple      				=  get_dataset_infos(lowercase__			)
    assert expected_config in infos
    UpperCamelCase			: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     _A  (							SCREAMING_SNAKE_CASE__    :      Dict	,    SCREAMING_SNAKE_CASE__    :      List[Any]	,    SCREAMING_SNAKE_CASE__    :      List[Any]			):





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








'''simple docstring'''

class 	lowerCAmelCase  :







       def __init__(				self      :			List[Any]    ,   __lowercase      :			str    ,   __lowercase      :			Any    ,   __lowercase      :			str   ):







            """simple docstring"""







            __lowercase      		=name
            __lowercase      		=value
            __lowercase      		=weight







       def __repr__(				self      :			List[str]   ):







            """simple docstring"""







            return f'''{self.__class__.__name__}({self.name}, {self.value}, {self.weight})'''







       def       snake_case (				self      :			List[Any]   ):







            """simple docstring"""







            return self.value







       def       snake_case (				self      :			str   ):







            """simple docstring"""







            return self.name







       def       snake_case (				self      :			Optional[Any]   ):







            """simple docstring"""







            return self.weight







       def       snake_case (				self      :			Tuple   ):







            """simple docstring"""







            return self.value / self.weight






def 					__UpperCamelCase				(						lowercase__    :	Dict,       lowercase__    :	List[str],       lowercase__    :	str			):






     '''simple docstring'''





     __lowercase      		=[]
     for i in range(len(lowercase__			)			):
          menu.append(Things(name[i],       value[i],       weight[i]			)			)
     return menu

def 					__UpperCamelCase				(						lowercase__    :	List[Any],       lowercase__    :	List[Any],       lowercase__    :	str			):






     '''simple docstring'''





     __lowercase      		=sorted(lowercase__,       key=lowercase__,       reverse=lowercase__			)
     __lowercase      		=[]
     __lowercase		,  __lowercase      		=0.0, 0.0
     for i in range(len(lowercase__			)			):
          if (total_cost + items_copy[i].get_weight()) <= max_cost:
               result.append(items_copy[i]			)
               total_cost += items_copy[i].get_weight()
               total_value += items_copy[i].get_value()
     return (result, total_value)

def 					__UpperCamelCase				(						):






     '''simple docstring'''







if __name__ == "__main__":
       import doctest

       doctest.testmod()


