






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,
)


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

@pytest.mark.parametrize('path'     ,   ['paws', 'csv']  )
def   snake_case (UpperCAmelCase__     ,   UpperCAmelCase__  )	->    List[str]:
  inspect_dataset(UpperCAmelCase__     ,   UpperCAmelCase__  )
  UpperCamelCase_: int   				=    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   snake_case (UpperCAmelCase__     ,   UpperCAmelCase__  )	->    Dict:
  inspect_metric(UpperCAmelCase__     ,   UpperCAmelCase__  )
  UpperCamelCase_: Any   				=    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   snake_case (UpperCAmelCase__     ,   UpperCAmelCase__     ,   UpperCAmelCase__  )	->    Tuple:
  UpperCamelCase_: 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   snake_case (UpperCAmelCase__     ,   UpperCAmelCase__     ,   UpperCAmelCase__  )	->    List[Any]:
  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   snake_case (UpperCAmelCase__     ,   UpperCAmelCase__  )	->    str:
  UpperCamelCase_: Union[str, Any]   				=    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   snake_case (UpperCAmelCase__     ,   UpperCAmelCase__     ,   UpperCAmelCase__  )	->    int:
  UpperCamelCase_: Optional[int]   				=    get_dataset_infos(UpperCAmelCase__  )
  assert list(infos.keys()  ) == expected_configs
  UpperCamelCase_: Union[str, Any]   				=    expected_configs[0]
  assert expected_config in infos
  UpperCamelCase_: Dict   				=    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   snake_case (UpperCAmelCase__     ,   UpperCAmelCase__     ,   UpperCAmelCase__  )	->    Optional[Any]:
  UpperCamelCase_: Optional[Any]   				=    get_dataset_infos(UpperCAmelCase__  )
  assert expected_config in infos
  UpperCamelCase_: Any   				=    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   snake_case (UpperCAmelCase__     ,   UpperCAmelCase__     ,   UpperCAmelCase__  )	->    Union[str, Any]:
  with pytest.raises(UpperCAmelCase__  ):
    get_dataset_split_names(UpperCAmelCase__     ,   config_name=UpperCAmelCase__  )







from abc import ABC, abstractmethod
from argparse import ArgumentParser




class     _lowerCAmelCase(	UpperCAmelCase_ ):





       """simple docstring"""







       @staticmethod
       @abstractmethod
       def       _a   ( _lowerCamelCase							):
         raise NotImplementedError()





       @abstractmethod
       def       _a   ( self							):
         raise NotImplementedError()