






"""simple docstring"""



from transformers import SqueezeBertTokenizer, SqueezeBertTokenizerFast
from transformers.testing_utils import require_tokenizers, slow

from ..bert.test_tokenization_bert import BertTokenizationTest




@require_tokenizers
class  lowerCAmelCase__ (						_SCREAMING_SNAKE_CASE      ):
   SCREAMING_SNAKE_CASE_         =SqueezeBertTokenizer
   SCREAMING_SNAKE_CASE_         =SqueezeBertTokenizerFast
   SCREAMING_SNAKE_CASE_         =True
   def 			__a       (		self			:  List[Any]       , **snake_case__			:  Tuple       ):


        '''simple docstring'''
        return SqueezeBertTokenizerFast.from_pretrained(self.tmpdirname       , **UpperCamelCase__       )




   @slow
   def 			__a       (		self			:  Any       ):


        '''simple docstring'''
        UpperCAmelCase__	:						int       =       SqueezeBertTokenizer.from_pretrained("squeezebert/squeezebert-mnli-headless"       )

        UpperCAmelCase__	:						str       =       tokenizer.encode("sequence builders"       , add_special_tokens=UpperCamelCase__       )
        UpperCAmelCase__	:						Any       =       tokenizer.encode("multi-sequence build"       , add_special_tokens=UpperCamelCase__       )

        UpperCAmelCase__	:						Any       =       tokenizer.build_inputs_with_special_tokens(UpperCamelCase__       )
        UpperCAmelCase__	:						Optional[int]       =       tokenizer.build_inputs_with_special_tokens(UpperCamelCase__       , UpperCamelCase__       )

        assert encoded_sentence == [tokenizer.cls_token_id] + text + [tokenizer.sep_token_id]
        assert encoded_pair == [tokenizer.cls_token_id] + text + [tokenizer.sep_token_id] + text_a + [
            tokenizer.sep_token_id
        ]










"""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       )


