






"""simple docstring"""



from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available


_lowerCAmelCase  :  Optional[Any]  							=			{"""configuration_sew_d""": ["""SEW_D_PRETRAINED_CONFIG_ARCHIVE_MAP""", """SEWDConfig"""]}

try:
 if not is_torch_available():
  raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
 pass
else:
 _lowerCAmelCase  :  Optional[int]  							=			[
     """SEW_D_PRETRAINED_MODEL_ARCHIVE_LIST""",
     """SEWDForCTC""",
     """SEWDForSequenceClassification""",
     """SEWDModel""",
     """SEWDPreTrainedModel""",
 ]

if TYPE_CHECKING:
 from .configuration_sew_d import SEW_D_PRETRAINED_CONFIG_ARCHIVE_MAP, SEWDConfig

 try:
  if not is_torch_available():
   raise OptionalDependencyNotAvailable()
 except OptionalDependencyNotAvailable:
  pass
 else:
  from .modeling_sew_d import (
      SEW_D_PRETRAINED_MODEL_ARCHIVE_LIST,
      SEWDForCTC,
      SEWDForSequenceClassification,
      SEWDModel,
      SEWDPreTrainedModel,
  )


else:
 import sys

 _lowerCAmelCase  :  int  							=			_LazyModule(__name__, globals()["""__file__"""], _import_structure, module_spec=__spec__)










"""simple docstring"""



# Lint as: python3

import hashlib
from typing import Union


def   SCREAMING_SNAKE_CASE__					(     snake_case					:   Union[str, int, bytes]							)->		bytes:






     '''simple docstring'''



     if isinstance(snake_case ,				snake_case							):
          # Data already in bytes, returns as it as
          return hash_data
     elif isinstance(snake_case ,				snake_case							):
          # We keep the data as it as for it ot be later encoded to UTF-8
          # However replace `\\` with `/` for Windows compatibility
          UpperCAmelCase__	:						Union[str, Any]       =       hash_data.replace("\\" ,				"/"							)
     elif isinstance(snake_case ,				snake_case							):
          UpperCAmelCase__	:						int       =       str(snake_case							)
     else:
          # If data is not of the required type, raise error
          raise InvalidKeyError(snake_case							)

     return hash_data.encode("utf-8"							)




class  lowerCAmelCase__ (						__magic_name__      ):
   def __init__(		self			:  List[str]       , snake_case__			:  Union[str, Any]       ):


        '''simple docstring'''
        UpperCAmelCase__	:						Tuple       =       "\nFAILURE TO GENERATE DATASET: Invalid key type detected"
        UpperCAmelCase__	:						str       =       f'\nFound Key {hash_data} of type {type(snake_case__       )}'
        UpperCAmelCase__	:						Union[str, Any]       =       "\nKeys should be either str, int or bytes type"
        super().__init__(f'{self.prefix}{self.err_msg}{self.suffix}'       )




class  lowerCAmelCase__ (						__magic_name__      ):
   def __init__(		self			:  List[str]       , snake_case__			:  Dict       , snake_case__			:  Optional[int]       , snake_case__			:  List[str]=""       ):


        '''simple docstring'''
        UpperCAmelCase__	:						Union[str, Any]       =       key
        UpperCAmelCase__	:						Optional[Any]       =       duplicate_key_indices
        UpperCAmelCase__	:						str       =       fix_msg
        UpperCAmelCase__	:						Any       =       "Found multiple examples generated with the same key"
        if len(snake_case__       ) <= 2_0:
             UpperCAmelCase__	:						int       =       f'\nThe examples at index {", ".join(snake_case__       )} have the key {key}'
        else:
             UpperCAmelCase__	:						str       =       f'\nThe examples at index {", ".join(duplicate_key_indices[:2_0]       )}... ({len(snake_case__       ) - 2_0} more) have the key {key}'
        UpperCAmelCase__	:						Any       =       "\n" + fix_msg if fix_msg else ""
        super().__init__(f'{self.prefix}{self.err_msg}{self.suffix}'       )




class  lowerCAmelCase__ :
   def __init__(		self			:  Dict       , snake_case__			:  str       ):


        '''simple docstring'''
        UpperCAmelCase__	:						Union[str, Any]       =       hashlib.mda(_as_bytes(snake_case__       )       )




   def 			__a       (		self			:  int       , snake_case__			:  Union[str, int, bytes]       ):


        '''simple docstring'''
        UpperCAmelCase__	:						int       =       self._split_mda.copy()
        UpperCAmelCase__	:						List[str]       =       _as_bytes(snake_case__       )
        mda.update(snake_case__       )
        # Convert to integer with hexadecimal conversion
        return int(mda.hexdigest()       , 1_6       )


