






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,
)


__lowerCamelCase	:		Tuple										=   pytest.mark.integration







@pytest.mark.parametrize("""path"""		,  ["""paws""", """csv"""]	)
def 			A__							(      _a  :					Optional[Any]		,  _a  :					int	):





 '''simple docstring'''







 inspect_dataset(_UpperCamelCase		,  _UpperCamelCase	)
 snake_case__  :    Optional[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 			A__							(      _a  :					Tuple		,  _a  :					Optional[Any]	):





 '''simple docstring'''







 inspect_metric(_UpperCamelCase		,  _UpperCamelCase	)
 snake_case__  :    Union[str, 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 			A__							(      _a  :					Optional[Any]		,  _a  :					Any		,  _a  :					int	):





 '''simple docstring'''







 snake_case__  :    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 			A__							(      _a  :					Any		,  _a  :					List[str]		,  _a  :					Union[str, Any]	):





 '''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 			A__							(      _a  :					Any		,  _a  :					Optional[Any]	):





 '''simple docstring'''







 snake_case__  :    List[str]							       =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 			A__							(      _a  :					str		,  _a  :					Optional[int]		,  _a  :					int	):





 '''simple docstring'''







 snake_case__  :    str							       =get_dataset_infos(_UpperCamelCase	)
 assert list(infos.keys()	) == expected_configs
 snake_case__  :    str							       =expected_configs[0]
 assert expected_config in infos
 snake_case__  :    int							       =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__							(      _a  :					str		,  _a  :					int		,  _a  :					str	):





 '''simple docstring'''







 snake_case__  :    Tuple							       =get_dataset_infos(_UpperCamelCase	)
 assert expected_config in infos
 snake_case__  :    List[str]							       =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__							(      _a  :					Any		,  _a  :					Optional[int]		,  _a  :					Optional[int]	):





 '''simple docstring'''







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













def 			A__							(      _a  :					Optional[Any]		,  _a  :					Tuple		,  _a  :					List[str]=False	):





 '''simple docstring'''







 if isinstance(_a		,  _a	) and isinstance(_a		,  _a	):
  snake_case__  :    int							       =len(set_a.intersection(_a	)	)

  if alternative_union:
   snake_case__  :    int							       =len(_a	) + len(_a	)
  else:
   snake_case__  :    Tuple							       =len(set_a.union(_a	)	)

  return intersection / union

 if isinstance(_a		,  (list, tuple)	) and isinstance(_a		,  (list, tuple)	):
  snake_case__  :    Optional[int]							       =[element for element in set_a if element in set_b]

  if alternative_union:
   snake_case__  :    Optional[Any]							       =len(_a	) + len(_a	)
   return len(_a	) / union
  else:
   snake_case__  :    Dict							       =set_a + [element for element in set_b if element not in set_a]
   return len(_a	) / len(_a	)

  return len(_a	) / len(_a	)
 return None


if __name__ == "__main__":
       __lowerCamelCase	:		List[Any]										=   {"""a""", """b""", """c""", """d""", """e"""}
       __lowerCamelCase	:		Optional[int]										=   {"""c""", """d""", """e""", """f""", """h""", """i"""}
       print(jaccard_similarity(set_a, set_b))





