






"""simple docstring"""

import inspect
import warnings
from typing import Any, Dict, Optional, Union

from packaging import version

def 						__lowerCamelCase      (    *__UpperCamelCase ,			__UpperCamelCase = None ,			__UpperCamelCase=True ,			__UpperCamelCase=2			)		->       Any:

		"""simple docstring"""







		from .. import __version__

		lowerCAmelCase_  :				Optional[Any]   							=     take_from
		lowerCAmelCase_  :				Optional[int]   							=     ()
		if not isinstance(args[0] ,			__SCREAMING_SNAKE_CASE			):
				lowerCAmelCase_  :				Any   							=     (args,)

		for attribute, version_name, message in args:
				if version.parse(version.parse(__SCREAMING_SNAKE_CASE			).base_version			) >= version.parse(__SCREAMING_SNAKE_CASE			):
						raise ValueError(
						    f'''The deprecation tuple {(attribute, version_name, message)} should be removed since diffusers\''''
						    f''' version {__version__} is >= {version_name}'''			)

				lowerCAmelCase_  :				Optional[Any]   							=     None
				if isinstance(__SCREAMING_SNAKE_CASE ,			__SCREAMING_SNAKE_CASE			) and attribute in deprecated_kwargs:
						values += (deprecated_kwargs.pop(__SCREAMING_SNAKE_CASE			),)
						lowerCAmelCase_  :				List[str]   							=     f'''The `{attribute}` argument is deprecated and will be removed in version {version_name}.'''
				elif hasattr(__SCREAMING_SNAKE_CASE ,			__SCREAMING_SNAKE_CASE			):
						values += (getattr(__SCREAMING_SNAKE_CASE ,			__SCREAMING_SNAKE_CASE			),)
						lowerCAmelCase_  :				Dict   							=     f'''The `{attribute}` attribute is deprecated and will be removed in version {version_name}.'''
				elif deprecated_kwargs is None:
						lowerCAmelCase_  :				List[str]   							=     f'''`{attribute}` is deprecated and will be removed in version {version_name}.'''

				if warning is not None:
						lowerCAmelCase_  :				Tuple   							=     warning + ' ' if standard_warn else ''
						warnings.warn(warning + message ,			__SCREAMING_SNAKE_CASE ,			stacklevel=__SCREAMING_SNAKE_CASE			)

		if isinstance(__SCREAMING_SNAKE_CASE ,			__SCREAMING_SNAKE_CASE			) and len(__SCREAMING_SNAKE_CASE			) > 0:
				lowerCAmelCase_  :				Optional[Any]   							=     inspect.getouterframes(inspect.currentframe()			)[1]
				lowerCAmelCase_  :				Dict   							=     call_frame.filename
				lowerCAmelCase_  :				Optional[Any]   							=     call_frame.lineno
				lowerCAmelCase_  :				int   							=     call_frame.function
				lowerCAmelCase_  :				List[str]   							=     next(iter(deprecated_kwargs.items()			)			)
				raise TypeError(f'''{function} in {filename} line {line_number-1} got an unexpected keyword argument `{key}`'''			)

		if len(__SCREAMING_SNAKE_CASE			) == 0:
				return
		elif len(__SCREAMING_SNAKE_CASE			) == 1:
				return values[0]
		return values






'''simple docstring'''






import functools






def 		UpperCamelCase__      (		__SCREAMING_SNAKE_CASE				,      __SCREAMING_SNAKE_CASE		)    ->   int:
      snake_case__       :   Any	      =    len(__SCREAMING_SNAKE_CASE		)
      snake_case__       :   List[str]	      =    len(__SCREAMING_SNAKE_CASE		)

      @functools.cache
      def min_distance(__SCREAMING_SNAKE_CASE				,      __SCREAMING_SNAKE_CASE		) -> int:
            # if first word index is overflow - delete all from the second word
            if indexa >= len_worda:
                  return len_worda - indexa
            # if second word index is overflow - delete all from the first word
            if indexa >= len_worda:
                  return len_worda - indexa
            snake_case__       :   Union[str, Any]	      =    int(worda[indexa] != worda[indexa]		)  # current letters not identical
            return min(
                1 + min_distance(indexa + 1				,      __SCREAMING_SNAKE_CASE		)				,      1 + min_distance(__SCREAMING_SNAKE_CASE				,      indexa + 1		)				,      diff + min_distance(indexa + 1				,      indexa + 1		)				,      )

      return min_distance(0				,      0		)


if __name__ == "__main__":
      import doctest

      doctest.testmod()
