import enum
import inspect
import warnings
from functools import wraps
from typing import Callable, Optional

from .logging import get_logger


UpperCAmelCase					=				set()
UpperCAmelCase					=				get_logger(__name__)


def SCREAMING_SNAKE_CASE				(     lowercase_:	Optional[str] = None				):

       def decorator(lowercase_:	Callable				):
              global _emitted_deprecation_warnings

              if inspect.isclass(lowercase_				):
                     _UpperCamelCase     :       Optional[Any]  						=  deprecated_class_or_function.__init__
                     _UpperCamelCase     :       Union[str, Any]  						=  deprecated_class_or_function.__name__
              else:
                     _UpperCamelCase     :       Union[str, Any]  						=  deprecated_class_or_function
                     _UpperCamelCase     :       Optional[Any]  						=  deprecated_function.__name__
                     # Support deprecating __init__ class method: class name instead
                     _UpperCamelCase     :       List[Any]  						=  name if name != '__init__' else deprecated_function.__qualname__.split('.'				)[-2]

              _UpperCamelCase     :       Dict  						=  (
                  F"{name} is deprecated and will be removed in the next major version of datasets." + F" {help_message}"
                  if help_message
                  else ''
              )

              @wraps(lowercase_				)
              def wrapper(*lowercase_:	Dict		,						**lowercase_:	List[str]				):
                     _UpperCamelCase     :       List[str]  						=  hash(lowercase_				)
                     if func_hash not in _emitted_deprecation_warnings:
                            warnings.warn(lowercase_		,						category=lowercase_		,						stacklevel=2				)
                            _emitted_deprecation_warnings.add(lowercase_				)
                     return deprecated_function(*lowercase_		,						**lowercase_				)

              _UpperCamelCase     :       List[Any]  						=  'deprecated'

              if inspect.isclass(lowercase_				):
                     _UpperCamelCase     :       Any  						=  wrapper
                     return deprecated_class_or_function
              else:
                     return wrapper

       return decorator




class    __lowerCAmelCase  (       enum.EnumMeta						):



 '''simple docstring'''

 def __getattribute__(			cls       :		Dict       ,			lowerCamelCase       :		int  ) ->							Any:
        _UpperCamelCase     :       Dict  						=  super().__getattribute__(lowerCamelCase  )
        if isinstance(lowerCamelCase       ,			enum.Enum  ) and obj._on_access:
               obj._on_access()
        return obj

 def __getitem__(			cls       :		Optional[Any]       ,			lowerCamelCase       :		str  ) ->							List[Any]:
        _UpperCamelCase     :       Dict  						=  super().__getitem__(lowerCamelCase  )
        if member._on_access:
               member._on_access()
        return member

 def __call__(			cls       :		List[str]       ,			lowerCamelCase       :		Any       ,			lowerCamelCase       :		Any=None       ,			*, lowerCamelCase       :		str=None       ,			lowerCamelCase       :		List[str]=None       ,			lowerCamelCase       :		int=None       ,			lowerCamelCase       :		List[str]=1  ) ->							Optional[Any]:
        _UpperCamelCase     :       str  						=  super().__call__(lowerCamelCase       ,			lowerCamelCase       ,			module=lowerCamelCase       ,			qualname=lowerCamelCase       ,			type=lowerCamelCase       ,			start=lowerCamelCase  )
        if isinstance(lowerCamelCase       ,			enum.Enum  ) and obj._on_access:
               obj._on_access()
        return obj







class    __lowerCAmelCase  (       enum.Enum,	metaclass=a_						):



 '''simple docstring'''

 def __new__(			cls       :		Any       ,			lowerCamelCase       :		str  ) ->							str:
        _UpperCamelCase     :       Optional[Any]  						=  object.__new__(cls  )
        _UpperCamelCase     :       Optional[Any]  						=  value
        _UpperCamelCase     :       Union[str, Any]  						=  member.deprecate
        return member

 @property
 def 					__snake_case					(			self       :		Optional[int]  ) ->							Tuple:
        return ""

 def 					__snake_case					(			self       :		Any  ) ->							str:
        _UpperCamelCase     :       List[str]  						=  f" {self.help_message}" if self.help_message else ''
        warnings.warn(
            f"'{self.__objclass__.__name__}' is deprecated and will be removed in the next major version of datasets."
            + help_message       ,			lowerCamelCase       ,			stacklevel=3       ,			)




from .chunk_utils import chunk_layer
from .data_transforms import make_atomaa_masks
from .feats import atomaa_to_atomaa, frames_and_literature_positions_to_atomaa_pos, torsion_angles_to_frames
from .loss import compute_predicted_aligned_error, compute_tm
from .protein import Protein as OFProtein
from .protein import to_pdb
from .rigid_utils import Rigid, Rotation
from .tensor_utils import dict_multimap, flatten_final_dims, permute_final_dims



