


"""simple docstring"""





import os
from shutil import copyfile
from typing import List, Optional, Tuple

from ...tokenization_utils_fast import AddedToken, PreTrainedTokenizerFast
from ...utils import logging


snake_case__		:  List[Any]     					=					logging.get_logger(__name__)

snake_case__		:  str     					=					{'''vocab_file''': '''spiece.model''', '''tokenizer_file''': '''tokenizer.json'''}

snake_case__		:  str     					=					{
    '''vocab_file''': {
        '''TsinghuaAI/CPM-Generate''': '''https://huggingface.co/TsinghuaAI/CPM-Generate/resolve/main/spiece.model''',
    },
    '''tokenizer_file''': {
        '''TsinghuaAI/CPM-Generate''': '''https://huggingface.co/TsinghuaAI/CPM-Generate/resolve/main/tokenizer.json''',
    },
}



class 		snake_case_(							a__      ):






     def __init__(						self	:       Union[str, Any]       ,					UpperCamelCase_	:       int=None       ,					UpperCamelCase_	:       Optional[Any]=None       ,					UpperCamelCase_	:       str=False       ,					UpperCamelCase_	:       Dict=True       ,					UpperCamelCase_	:       int=False       ,					UpperCamelCase_	:       int="<s>"       ,					UpperCamelCase_	:       List[str]="</s>"       ,					UpperCamelCase_	:       Any="<unk>"       ,					UpperCamelCase_	:       Any="<sep>"       ,					UpperCamelCase_	:       Dict="<pad>"       ,					UpperCamelCase_	:       List[str]="<cls>"       ,					UpperCamelCase_	:       Union[str, Any]="<mask>"       ,					UpperCamelCase_	:       int=["<eop>", "<eod>"]       ,					**UpperCamelCase_	:       int       ,					):
           lowerCAmelCase       :						Optional[int]							= AddedToken(UpperCamelCase_       ,					lstrip=UpperCamelCase_       ,					rstrip=UpperCamelCase_					) if isinstance(UpperCamelCase_       ,					UpperCamelCase_					) else mask_token

           super().__init__(
               vocab_file=UpperCamelCase_       ,					tokenizer_file=UpperCamelCase_       ,					do_lower_case=UpperCamelCase_       ,					remove_space=UpperCamelCase_       ,					keep_accents=UpperCamelCase_       ,					bos_token=UpperCamelCase_       ,					eos_token=UpperCamelCase_       ,					unk_token=UpperCamelCase_       ,					sep_token=UpperCamelCase_       ,					pad_token=UpperCamelCase_       ,					cls_token=UpperCamelCase_       ,					mask_token=UpperCamelCase_       ,					additional_special_tokens=UpperCamelCase_       ,					**UpperCamelCase_       ,					)

           lowerCAmelCase       :						Union[str, Any]							= 3
           lowerCAmelCase       :						Optional[int]							= do_lower_case
           lowerCAmelCase       :						Tuple							= remove_space
           lowerCAmelCase       :						Any							= keep_accents
           lowerCAmelCase       :						Optional[Any]							= vocab_file
           lowerCAmelCase       :						str							= False if not self.vocab_file else True

           try:
                 import jieba
           except ModuleNotFoundError as error:
                 raise error.__class__(
                     '''You need to install jieba to use CpmTokenizer or CpmTokenizerFast. '''
                     '''See https://pypi.org/project/jieba/ for installation.'''					)
           lowerCAmelCase       :						Dict							= jieba
           lowerCAmelCase       :						Optional[Any]							= str.maketrans(''' \n'''       ,					'''\u2582\u2583'''					)






     def   lowerCamelCase__  (						self	:       Optional[Any]       ,					UpperCamelCase_	:       List[int]       ,					UpperCamelCase_	:       Optional[List[int]] = None					):
           lowerCAmelCase       :						Optional[int]							= [self.sep_token_id]
           lowerCAmelCase       :						List[str]							= [self.cls_token_id]
           if token_ids_a is None:
                 return token_ids_a + sep + cls
           return token_ids_a + sep + token_ids_a + sep + cls






     def   lowerCamelCase__  (						self	:       Optional[int]       ,					UpperCamelCase_	:       List[int]       ,					UpperCamelCase_	:       Optional[List[int]] = None					):
           lowerCAmelCase       :						str							= [self.sep_token_id]
           lowerCAmelCase       :						int							= [2]

           if token_ids_a is None:
                 return len(token_ids_a + sep					) * [0] + cls_segment_id
           return len(token_ids_a + sep					) * [0] + len(token_ids_a + sep					) * [1] + cls_segment_id






     def   lowerCamelCase__  (						self	:       Dict       ,					UpperCamelCase_	:       str       ,					UpperCamelCase_	:       Optional[str] = None					):
           if not self.can_save_slow_tokenizer:
                 raise ValueError(
                     '''Your fast tokenizer does not have the necessary information to save the vocabulary for a slow '''
                     '''tokenizer.'''					)

           if not os.path.isdir(UpperCamelCase_					):
                 logger.error(F'''Vocabulary path ({save_directory}) should be a directory'''					)
                 return
           lowerCAmelCase       :						int							= os.path.join(
               UpperCamelCase_       ,					(filename_prefix + '''-''' if filename_prefix else '''''') + VOCAB_FILES_NAMES['''vocab_file''']					)

           if os.path.abspath(self.vocab_file					) != os.path.abspath(UpperCamelCase_					):
                 copyfile(self.vocab_file       ,					UpperCamelCase_					)

           return (out_vocab_file,)






     def   lowerCamelCase__  (						self	:       int       ,					UpperCamelCase_	:       List[Any]       ,					*UpperCamelCase_	:       Union[str, Any]       ,					**UpperCamelCase_	:       str					):
           lowerCAmelCase       :						Optional[int]							= [
               ''' '''.join([x.translate(self.translator					) for x in self.jieba.cut(UpperCamelCase_       ,					cut_all=UpperCamelCase_					)]					)
               for text in batch_text_or_text_pairs
           ]
           return super()._batch_encode_plus(UpperCamelCase_       ,					*UpperCamelCase_       ,					**UpperCamelCase_					)






     def   lowerCamelCase__  (						self	:       Dict       ,					*UpperCamelCase_	:       Dict       ,					**UpperCamelCase_	:       Optional[int]					):
           lowerCAmelCase       :						str							= super()._decode(*UpperCamelCase_       ,					**UpperCamelCase_					)
           lowerCAmelCase       :						int							= text.replace(''' '''       ,					''''''					).replace('''\u2582'''       ,					''' '''					).replace('''\u2583'''       ,					'''\n'''					)
           return text






"""simple docstring"""





from collections.abc import Callable

snake_case__		:  Optional[int]     					=					Callable[[float], float]  # type alias for a real -> real function


def   _snake_case    (    _snake_case					:      RealFunc			, _snake_case					:      RealFunc			, _snake_case					:      int			, ):
      lowerCAmelCase       :						Dict							= float(_snake_case      )
      while True:
            try:
                  lowerCAmelCase       :						Optional[Any]							= prev_guess - function(_snake_case      ) / derivative(_snake_case      )
            except ZeroDivisionError:
                  raise ZeroDivisionError('''Could not find root'''      ) from None
            if abs(prev_guess - next_guess      ) < 10**-5:
                  return next_guess
            lowerCAmelCase       :						Optional[int]							= next_guess


def   _snake_case    (    _snake_case					:      float      ):
      return (x**3) - (2 * x) - 5


def   _snake_case    (    _snake_case					:      float      ):
      return 3 * (x**2) - 2


if __name__ == "__main__":
 print(newton(f, fa, 3))


