




'''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      :      Optional[int]   							=		logging.get_logger(__name__)

_snake_case      :      Optional[int]   							=		{'vocab_file': 'spiece.model', 'tokenizer_file': 'tokenizer.json'}

_snake_case      :      Tuple   							=		{
    '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 			A    (		_a    ):







							def __init__(  self       :  List[Any]							,			lowerCAmelCase_       :  Optional[int]=None							,			lowerCAmelCase_       :  Tuple=None							,			lowerCAmelCase_       :  int=False							,			lowerCAmelCase_       :  Optional[int]=True							,			lowerCAmelCase_       :  List[str]=False							,			lowerCAmelCase_       :  Any="<s>"							,			lowerCAmelCase_       :  Optional[int]="</s>"							,			lowerCAmelCase_       :  Optional[int]="<unk>"							,			lowerCAmelCase_       :  Union[str, Any]="<sep>"							,			lowerCAmelCase_       :  Optional[int]="<pad>"							,			lowerCAmelCase_       :  List[str]="<cls>"							,			lowerCAmelCase_       :  List[Any]="<mask>"							,			lowerCAmelCase_       :  Union[str, Any]=["<eop>", "<eod>"]							,			**lowerCAmelCase_       :  Tuple							,			)			->							int:


														"""simple docstring"""


														_a	     =				AddedToken(lowercase__							,			lstrip=lowercase__							,			rstrip=lowercase__					) if isinstance(lowercase__							,			lowercase__					) else mask_token

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

														_a	     =				3
														_a	     =				do_lower_case
														_a	     =				remove_space
														_a	     =				keep_accents
														_a	     =				vocab_file
														_a	     =				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.'''					)
														_a	     =				jieba
														_a	     =				str.maketrans(''' \n'''							,			'''\u2582\u2583'''					)







							def    __lowerCAmelCase			(  self       :  List[str]							,			lowerCAmelCase_       :  str							,			lowerCAmelCase_       :  Optional[Any] = None					)			->							List[int]:


														"""simple docstring"""


														_a	     =				[self.sep_token_id]
														_a	     =				[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       :  Dict							,			lowerCAmelCase_       :  int							,			lowerCAmelCase_       :  List[str] = None					)			->							List[int]:


														"""simple docstring"""


														_a	     =				[self.sep_token_id]
														_a	     =				[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       :  str							,			lowerCAmelCase_       :  str							,			lowerCAmelCase_       :  Any = None					)			->							Tuple[str]:


														"""simple docstring"""


														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(lowercase__					):
																					logger.error(F'Vocabulary path ({save_directory}) should be a directory'					)
																					return
														_a	     =				os.path.join(
														    lowercase__							,			(filename_prefix + '''-''' if filename_prefix else '''''') + VOCAB_FILES_NAMES['''vocab_file''']					)

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

														return (out_vocab_file,)







							def    __lowerCAmelCase			(  self       :  int							,			lowerCAmelCase_       :  Optional[Any]							,			*lowerCAmelCase_       :  Union[str, Any]							,			**lowerCAmelCase_       :  Optional[Any]					)			->							Any:


														"""simple docstring"""


														_a	     =				[
														    ''' '''.join([x.translate(self.translator					) for x in self.jieba.cut(lowercase__							,			cut_all=lowercase__					)]					)
														    for text in batch_text_or_text_pairs
														]
														return super()._batch_encode_plus(lowercase__							,			*lowercase__							,			**lowercase__					)







							def    __lowerCAmelCase			(  self       :  Dict							,			*lowerCAmelCase_       :  Dict							,			**lowerCAmelCase_       :  Optional[Any]					)			->							Optional[int]:


														"""simple docstring"""


														_a	     =				super()._decode(*lowercase__							,			**lowercase__					)
														_a	     =				text.replace(''' '''							,			''''''					).replace('''\u2582'''							,			''' '''					).replace('''\u2583'''							,			'''\n'''					)
														return text



"""simple docstring"""




snake_case    =		1_0_0_0

def   UpperCamelCase_  (		SCREAMING_SNAKE_CASE_			):
					return x * x

def   UpperCamelCase_  (		SCREAMING_SNAKE_CASE_,     SCREAMING_SNAKE_CASE_,     SCREAMING_SNAKE_CASE_,     SCREAMING_SNAKE_CASE_ = 4			):
					assert callable(
					    SCREAMING_SNAKE_CASE_			), f'''the function(object) passed should be callable your input : {function}'''
					assert isinstance(SCREAMING_SNAKE_CASE_,     (float, int)			), f'''a should be float or integer your input : {a}'''
					assert isinstance(function(SCREAMING_SNAKE_CASE_			),     (float, int)			), (
					    "the function should return integer or float return type of your function, "
					    f'''{type(SCREAMING_SNAKE_CASE_			)}'''
					)
					assert isinstance(SCREAMING_SNAKE_CASE_,     (float, int)			), f'''b should be float or integer your input : {b}'''
					assert (
					    isinstance(SCREAMING_SNAKE_CASE_,     SCREAMING_SNAKE_CASE_			) and precision > 0
					), f'''precision should be positive integer your input : {precision}'''

					# just applying the formula of simpson for approximate integration written in
					# mentioned article in first comment of this file and above this function

					SCREAMING_SNAKE_CASE				=	(b - a) / N_STEPS
					SCREAMING_SNAKE_CASE				=	function(SCREAMING_SNAKE_CASE_			) + function(SCREAMING_SNAKE_CASE_			)

					for i in range(1,     SCREAMING_SNAKE_CASE_			):
										SCREAMING_SNAKE_CASE				=	a + h * i
										result += function(SCREAMING_SNAKE_CASE_			) * (4 if i % 2 else 2)

					result *= h / 3
					return round(SCREAMING_SNAKE_CASE_,     SCREAMING_SNAKE_CASE_			)


if __name__ == "__main__":
	import doctest

	doctest.testmod()
