



'''simple docstring'''





import copy
import re






class __A     :



 '''simple docstring'''







 __lowerCamelCase       :			List[Any]		=			'hp'
 __lowerCamelCase       :			str		=			{}
 __lowerCamelCase       :			Tuple		=			None



 @classmethod
 def    a__    (cls					,  A					,  A			)       ->	int:


      """simple docstring"""



      _a           =    prefix
      _a           =    defaults
      cls.build_naming_info()



 @staticmethod
 def    a__    (A					,  A			)       ->	Union[str, Any]:


      """simple docstring"""



      if len(A			) == 0:
           return ""
      _a           =    None
      if any(char.isdigit() for char in word			):
           raise Exception(f'''Parameters should not contain numbers: \'{word}\' contains a number'''			)
      if word in info["short_word"]:
           return info["short_word"][word]
      for prefix_len in range(1					,  len(A			) + 1			):
           _a           =    word[:prefix_len]
           if prefix in info["reverse_short_word"]:
                continue
           else:
                _a           =    prefix
                break

      if short_word is None:
           # Paranoid fallback
           def int_to_alphabetic(A			):
                _a           =    ''''''
                while integer != 0:
                     _a           =    chr(ord('''A'''			) + integer % 10			) + s
                     integer //= 10
                return s

           _a           =    0
           while True:
                _a           =    word + '''#''' + int_to_alphabetic(A			)
                if sword in info["reverse_short_word"]:
                     continue
                else:
                     _a           =    sword
                     break

      _a           =    short_word
      _a           =    word
      return short_word



 @staticmethod
 def    a__    (A					,  A			)       ->	Optional[int]:


      """simple docstring"""



      _a           =    param_name.split('''_'''			)

      _a           =    [TrialShortNamer.shortname_for_word(A					,  A			) for word in words]

      # We try to create a separatorless short name, but if there is a collision we have to fallback
      # to a separated short name
      _a           =    ['''''', '''_''']

      for separator in separators:
           _a           =    separator.join(A			)
           if shortname not in info["reverse_short_param"]:
                _a           =    shortname
                _a           =    param_name
                return shortname

      return param_name



 @staticmethod
 def    a__    (A					,  A			)       ->	Optional[Any]:


      """simple docstring"""



      _a           =    TrialShortNamer.shortname_for_key(A					,  A			)
      _a           =    short_name
      _a           =    param_name



 @classmethod
 def    a__    (cls			)       ->	Dict:


      """simple docstring"""



      if cls.NAMING_INFO is not None:
           return

      _a           =    {
          '''short_word''': {},
          '''reverse_short_word''': {},
          '''short_param''': {},
          '''reverse_short_param''': {},
      }

      _a           =    list(cls.DEFAULTS.keys()			)

      for k in field_keys:
           cls.add_new_param_name(A					,  A			)

      _a           =    info



 @classmethod
 def    a__    (cls					,  A			)       ->	Tuple:


      """simple docstring"""



      cls.build_naming_info()
      assert cls.PREFIX is not None
      _a           =    [copy.copy(cls.PREFIX			)]

      for k, v in params.items():
           if k not in cls.DEFAULTS:
                raise Exception(f'''You should provide a default value for the param name {k} with value {v}'''			)
           if v == cls.DEFAULTS[k]:
                # The default value is not added to the name
                continue

           _a           =    cls.NAMING_INFO['''short_param'''][k]

           if isinstance(A					,  A			):
                _a           =    1 if v else 0

           _a           =    '''''' if isinstance(A					,  (int, float)			) else '''-'''
           _a           =    f'''{key}{sep}{v}'''
           name.append(A			)

      return "_".join(A			)



 @classmethod
 def    a__    (cls					,  A			)       ->	List[Any]:


      """simple docstring"""



      _a           =    repr[len(cls.PREFIX			) + 1 :]
      if repr == "":
           _a           =    []
      else:
           _a           =    repr.split('''_'''			)

      _a           =    {}

      for value in values:
           if "-" in value:
                _a    ,       _a           =    value.split('''-'''			)
           else:
                _a           =    re.sub('''[0-9.]'''					,  ''''''					,  A			)
                _a           =    float(re.sub('''[^0-9.]'''					,  ''''''					,  A			)			)

           _a           =    cls.NAMING_INFO['''reverse_short_param'''][p_k]

           _a           =    p_v

      for k in cls.DEFAULTS:
           if k not in parameters:
                _a           =    cls.DEFAULTS[k]

      return parameters









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__ :   List[Any]						=							pytest.mark.integration





@pytest.mark.parametrize('path'  ,							['paws', 'csv']  )
def        __UpperCAmelCase						(							lowerCamelCase_ :     Any  ,							lowerCamelCase_ :     int  )       ->  Any:







			"""simple docstring"""





			inspect_dataset(lowerCamelCase_  ,							lowerCamelCase_  )
			SCREAMING_SNAKE_CASE_   : List[str]					  =      path + '.py'
			assert script_name in os.listdir(lowerCamelCase_  )
			assert "__pycache__" not in os.listdir(lowerCamelCase_  )





@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_ :     Optional[int]  ,							lowerCamelCase_ :     Dict  )       ->  Optional[Any]:







			"""simple docstring"""





			inspect_metric(lowerCamelCase_  ,							lowerCamelCase_  )
			SCREAMING_SNAKE_CASE_   : Tuple					  =      path + '.py'
			assert script_name in os.listdir(lowerCamelCase_  )
			assert "__pycache__" not in os.listdir(lowerCamelCase_  )





@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_ :     List[str]  ,							lowerCamelCase_ :     Dict  ,							lowerCamelCase_ :     Optional[Any]  )       ->  Optional[int]:







			"""simple docstring"""





			SCREAMING_SNAKE_CASE_   : int					  =      get_dataset_config_info(lowerCamelCase_  ,							config_name=lowerCamelCase_  )
			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_ :     Union[str, Any]  ,							lowerCamelCase_ :     Optional[int]  ,							lowerCamelCase_ :     int  )       ->  List[Any]:







			"""simple docstring"""





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





@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_ :     Tuple  ,							lowerCamelCase_ :     List[Any]  )       ->  Dict:







			"""simple docstring"""





			SCREAMING_SNAKE_CASE_   : str					  =      get_dataset_config_names(lowerCamelCase_  )
			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_ :     List[Any]  ,							lowerCamelCase_ :     int  ,							lowerCamelCase_ :     Union[str, Any]  )       ->  Optional[int]:







			"""simple docstring"""





			SCREAMING_SNAKE_CASE_   : str					  =      get_dataset_infos(lowerCamelCase_  )
			assert list(infos.keys()  ) == expected_configs
			SCREAMING_SNAKE_CASE_   : Optional[Any]					  =      expected_configs[0]
			assert expected_config in infos
			SCREAMING_SNAKE_CASE_   : 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_ :     Union[str, Any]  ,							lowerCamelCase_ :     List[str]  ,							lowerCamelCase_ :     str  )       ->  str:







			"""simple docstring"""





			SCREAMING_SNAKE_CASE_   : Union[str, Any]					  =      get_dataset_infos(lowerCamelCase_  )
			assert expected_config in infos
			SCREAMING_SNAKE_CASE_   : Tuple					  =      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_ :     int  ,							lowerCamelCase_ :     int  ,							lowerCamelCase_ :     int  )       ->  int:







			"""simple docstring"""





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



