import copy
import re



class     _A   :
  SCREAMING_SNAKE_CASE_	:	Union[str, Any]						="hp"
  SCREAMING_SNAKE_CASE_	:	List[Any]						={}
  SCREAMING_SNAKE_CASE_	:	Optional[Any]						=None






  @classmethod
  def 		_a					(cls   ,				SCREAMING_SNAKE_CASE_   ,				SCREAMING_SNAKE_CASE_	)		->      Union[str, Any]:





       '''simple docstring'''





       UpperCamelCase__										=      prefix
       UpperCamelCase__										=      defaults
       cls.build_naming_info()






  @staticmethod
  def 		_a					(SCREAMING_SNAKE_CASE_   ,				SCREAMING_SNAKE_CASE_	)		->      List[Any]:





       '''simple docstring'''





       if len(SCREAMING_SNAKE_CASE_	) == 0:
            return ""
       UpperCamelCase__										=      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(SCREAMING_SNAKE_CASE_	) + 1	):
            UpperCamelCase__										=      word[:prefix_len]
            if prefix in info["reverse_short_word"]:
                 continue
            else:
                 UpperCamelCase__										=      prefix
                 break

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

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

       UpperCamelCase__										=      short_word
       UpperCamelCase__										=      word
       return short_word






  @staticmethod
  def 		_a					(SCREAMING_SNAKE_CASE_   ,				SCREAMING_SNAKE_CASE_	)		->      List[Any]:





       '''simple docstring'''





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

       UpperCamelCase__										=      [TrialShortNamer.shortname_for_word(SCREAMING_SNAKE_CASE_   ,				SCREAMING_SNAKE_CASE_	) 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
       UpperCamelCase__										=      ['''''', '''_''']

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

       return param_name






  @staticmethod
  def 		_a					(SCREAMING_SNAKE_CASE_   ,				SCREAMING_SNAKE_CASE_	)		->      List[str]:





       '''simple docstring'''





       UpperCamelCase__										=      TrialShortNamer.shortname_for_key(SCREAMING_SNAKE_CASE_   ,				SCREAMING_SNAKE_CASE_	)
       UpperCamelCase__										=      short_name
       UpperCamelCase__										=      param_name






  @classmethod
  def 		_a					(cls	)		->      int:





       '''simple docstring'''





       if cls.NAMING_INFO is not None:
            return

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

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

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

       UpperCamelCase__										=      info






  @classmethod
  def 		_a					(cls   ,				SCREAMING_SNAKE_CASE_	)		->      List[str]:





       '''simple docstring'''





       cls.build_naming_info()
       assert cls.PREFIX is not None
       UpperCamelCase__										=      [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

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

            if isinstance(SCREAMING_SNAKE_CASE_   ,				SCREAMING_SNAKE_CASE_	):
                 UpperCamelCase__										=      1 if v else 0

            UpperCamelCase__										=      '''''' if isinstance(SCREAMING_SNAKE_CASE_   ,				(int, float)	) else '''-'''
            UpperCamelCase__										=      F"{key}{sep}{v}"
            name.append(SCREAMING_SNAKE_CASE_	)

       return "_".join(SCREAMING_SNAKE_CASE_	)






  @classmethod
  def 		_a					(cls   ,				SCREAMING_SNAKE_CASE_	)		->      Dict:





       '''simple docstring'''





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

       UpperCamelCase__										=      {}

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

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

            UpperCamelCase__										=      p_v

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

       return parameters




import warnings

from ...utils import logging
from .image_processing_beit import BeitImageProcessor


__magic_name__								=logging.get_logger(__name__)



class     _A   (    __UpperCamelCase							):






  def __init__(self   ,				*SCREAMING_SNAKE_CASE_   ,				**SCREAMING_SNAKE_CASE_	)		->      None:





       '''simple docstring'''





       warnings.warn(
           '''The class BeitFeatureExtractor is deprecated and will be removed in version 5 of Transformers. Please'''
           ''' use BeitImageProcessor instead.'''   ,				SCREAMING_SNAKE_CASE_   ,				)
       super().__init__(*SCREAMING_SNAKE_CASE_   ,				**SCREAMING_SNAKE_CASE_	)



