


"""simple docstring"""
import collections
import os
from typing import List, Optional, Tuple

from transformers.utils import is_jieba_available, requires_backends


if is_jieba_available():
				import jieba

from ...tokenization_utils import PreTrainedTokenizer
from ...utils import logging


__SCREAMING_SNAKE_CASE							:      Dict						=      logging.get_logger(__name__)

__SCREAMING_SNAKE_CASE							:      Tuple						=      {'vocab_file': 'vocab.txt'}

__SCREAMING_SNAKE_CASE							:      Any						=      {
    'vocab_file': {
        'openbmb/cpm-ant-10b': 'https://huggingface.co/openbmb/cpm-ant-10b/blob/main/vocab.txt',
    },
}

__SCREAMING_SNAKE_CASE							:      Any						=      {
    'openbmb/cpm-ant-10b': 1_024,
}







def   _a			( _SCREAMING_SNAKE_CASE			)      ->			Any:
							snake_case_          =						collections.OrderedDict()
							with open(_SCREAMING_SNAKE_CASE			,	"""r"""			,	encoding="""utf-8"""			) as reader:
														snake_case_          =						reader.readlines()
							for index, token in enumerate(_SCREAMING_SNAKE_CASE			):
														snake_case_          =						token.rstrip("""\n"""			)
														snake_case_          =						index
							return vocab





class        __A       (snake_case__):





							'''simple docstring'''

							def __init__(			self							: Tuple						,    UpperCAmelCase_							: Any						,    UpperCAmelCase_							: Dict="<unk>"						,    UpperCAmelCase_							: List[Any]=200    )   ->Any:



														"""simple docstring"""



														snake_case_          =						vocab
														snake_case_          =						unk_token
														snake_case_          =						max_input_chars_per_word



							def 						lowerCAmelCase    (			self							: Optional[Any]						,    UpperCAmelCase_							: Optional[Any]    )   ->Union[str, Any]:



														"""simple docstring"""



														snake_case_          =						list(UpperCAmelCase_    )
														if len(UpperCAmelCase_    ) > self.max_input_chars_per_word:
																					return [self.unk_token]

														snake_case_          =						0
														snake_case_          =						[]
														while start < len(UpperCAmelCase_    ):
																					snake_case_          =						len(UpperCAmelCase_    )
																					snake_case_          =						None
																					while start < end:
																												snake_case_          =						"""""".join(chars[start:end]    )
																												if substr in self.vocab:
																																			snake_case_          =						substr
																																			break
																												end -= 1
																					if cur_substr is None:
																												sub_tokens.append(self.unk_token    )
																												start += 1
																					else:
																												sub_tokens.append(UpperCAmelCase_    )
																												snake_case_          =						end

														return sub_tokens





class        __A       (snake_case__):





							'''simple docstring'''

							__lowercase:						List[str]							 =      VOCAB_FILES_NAMES
							__lowercase:						str							 =      PRETRAINED_VOCAB_FILES_MAP
							__lowercase:						Any							 =      PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
							__lowercase:						str							 =      ["""input_ids""", """attention_mask"""]
							__lowercase:						Dict							 =      False



							def __init__(			self							: Tuple						,    UpperCAmelCase_							: Union[str, Any]						,    UpperCAmelCase_							: Any="<d>"						,    UpperCAmelCase_							: List[Any]="</d>"						,    UpperCAmelCase_							: Any="<s>"						,    UpperCAmelCase_							: Tuple="</s>"						,    UpperCAmelCase_							: Optional[int]="<pad>"						,    UpperCAmelCase_							: List[Any]="<unk>"						,    UpperCAmelCase_							: Tuple="</n>"						,    UpperCAmelCase_							: Tuple="</_>"						,    UpperCAmelCase_							: List[Any]="left"						,    **UpperCAmelCase_							: Optional[int]						,    )   ->int:



														"""simple docstring"""



														requires_backends(self						,    ["""jieba"""]    )
														super().__init__(
														    bod_token=UpperCAmelCase_						,    eod_token=UpperCAmelCase_						,    bos_token=UpperCAmelCase_						,    eos_token=UpperCAmelCase_						,    pad_token=UpperCAmelCase_						,    unk_token=UpperCAmelCase_						,    line_token=UpperCAmelCase_						,    space_token=UpperCAmelCase_						,    padding_side=UpperCAmelCase_						,    **UpperCAmelCase_						,    )
														snake_case_          =						bod_token
														snake_case_          =						eod_token
														snake_case_          =						load_vocab(UpperCAmelCase_    )
														snake_case_          =						self.encoder[space_token]
														snake_case_          =						self.encoder[line_token]

														del self.encoder[space_token]
														del self.encoder[line_token]

														snake_case_          =						collections.OrderedDict(sorted(self.encoder.items()						,    key=lambda UpperCAmelCase_    : x[1]    )    )
														snake_case_          =						{v: k for k, v in self.encoder.items()}

														snake_case_          =						WordpieceTokenizer(vocab=self.encoder						,    unk_token=self.unk_token    )



							@property
							def 						lowerCAmelCase    (			self							: Any    )   ->int:



														"""simple docstring"""



														return self.encoder[self.bod_token]



							@property
							def 						lowerCAmelCase    (			self							: List[Any]    )   ->Union[str, Any]:



														"""simple docstring"""



														return self.encoder[self.eod_token]



							@property
							def 						lowerCAmelCase    (			self							: str    )   ->Optional[Any]:



														"""simple docstring"""



														return self.encoder["\n"]



							@property
							def 						lowerCAmelCase    (			self							: Dict    )   ->int:



														"""simple docstring"""



														return len(self.encoder    )



							def 						lowerCAmelCase    (			self							: List[Any]    )   ->Union[str, Any]:



														"""simple docstring"""



														return dict(self.encoder						,    **self.added_tokens_encoder    )



							def 						lowerCAmelCase    (			self							: Union[str, Any]						,    UpperCAmelCase_							: int    )   ->int:



														"""simple docstring"""



														snake_case_          =						[]
														for x in jieba.cut(UpperCAmelCase_						,    cut_all=UpperCAmelCase_    ):
																					output_tokens.extend(self.wordpiece_tokenizer.tokenize(UpperCAmelCase_    )    )
														return output_tokens



							def 						lowerCAmelCase    (			self							: str						,    UpperCAmelCase_							: Union[str, Any]						,    **UpperCAmelCase_							: Tuple    )   ->Optional[int]:



														"""simple docstring"""



														snake_case_          =						[i for i in token_ids if i >= 0]
														snake_case_          =						[
														    x for x in token_ids if x != self.pad_token_id and x != self.eos_token_id and x != self.bos_token_id
														]
														return super()._decode(UpperCAmelCase_						,    **UpperCAmelCase_    )



							def 						lowerCAmelCase    (			self							: List[str]						,    UpperCAmelCase_							: str    )   ->Tuple:



														"""simple docstring"""



														return token in self.encoder



							def 						lowerCAmelCase    (			self							: int						,    UpperCAmelCase_							: List[str]    )   ->str:



														"""simple docstring"""



														return "".join(UpperCAmelCase_    )



							def 						lowerCAmelCase    (			self							: int						,    UpperCAmelCase_							: Tuple    )   ->int:



														"""simple docstring"""



														return self.encoder.get(UpperCAmelCase_						,    self.encoder.get(self.unk_token    )    )



							def 						lowerCAmelCase    (			self							: str						,    UpperCAmelCase_							: str    )   ->Dict:



														"""simple docstring"""



														return self.decoder.get(UpperCAmelCase_						,    self.unk_token    )



							def 						lowerCAmelCase    (			self							: Union[str, Any]						,    UpperCAmelCase_							: str						,    UpperCAmelCase_							: Optional[str] = None    )   ->Tuple[str]:



														"""simple docstring"""



														if os.path.isdir(UpperCAmelCase_    ):
																					snake_case_          =						os.path.join(
																					    UpperCAmelCase_						,    (filename_prefix + """-""" if filename_prefix else """""") + VOCAB_FILES_NAMES["""vocab_file"""]    )
														else:
																					snake_case_          =						(filename_prefix + """-""" if filename_prefix else """""") + save_directory
														snake_case_          =						0
														if " " in self.encoder:
																					snake_case_          =						self.encoder[""" """]
																					del self.encoder[" "]
														if "\n" in self.encoder:
																					snake_case_          =						self.encoder["""\n"""]
																					del self.encoder["\n"]
														snake_case_          =						collections.OrderedDict(sorted(self.encoder.items()						,    key=lambda UpperCAmelCase_    : x[1]    )    )
														with open(UpperCAmelCase_						,    """w"""						,    encoding="""utf-8"""    ) as writer:
																					for token, token_index in self.encoder.items():
																												if index != token_index:
																																			logger.warning(
																																			    F"""Saving vocabulary to {vocab_file}: vocabulary indices are not consecutive."""
																																			    """ Please check that the vocabulary is not corrupted!"""    )
																																			snake_case_          =						token_index
																												writer.write(token + """\n"""    )
																												index += 1
														return (vocab_file,)



							def 						lowerCAmelCase    (			self							: str						,    UpperCAmelCase_							: List[int]						,    UpperCAmelCase_							: List[int] = None    )   ->List[int]:



														"""simple docstring"""



														if token_ids_a is None:
																					return [self.bos_token_id] + token_ids_a
														return [self.bos_token_id] + token_ids_a + [self.bos_token_id] + token_ids_a



							def 						lowerCAmelCase    (			self							: Optional[int]						,    UpperCAmelCase_							: List[int]						,    UpperCAmelCase_							: Optional[List[int]] = None						,    UpperCAmelCase_							: bool = False    )   ->List[int]:



														"""simple docstring"""



														if already_has_special_tokens:
																					return super().get_special_tokens_mask(
																					    token_ids_a=UpperCAmelCase_						,    token_ids_a=UpperCAmelCase_						,    already_has_special_tokens=UpperCAmelCase_    )

														if token_ids_a is not None:
																					return [1] + ([0] * len(UpperCAmelCase_    )) + [1] + ([0] * len(UpperCAmelCase_    ))
														return [1] + ([0] * len(UpperCAmelCase_    ))







"""simple docstring"""
def   _a			( _SCREAMING_SNAKE_CASE			,	_SCREAMING_SNAKE_CASE = 0			)      ->			list:
							snake_case_          =						length or len(_SCREAMING_SNAKE_CASE			)
							snake_case_          =						False
							for i in range(length - 1			):
														if list_data[i] > list_data[i + 1]:
																					snake_case_    ,  snake_case_          =						list_data[i + 1], list_data[i]
																					snake_case_          =						True

							return list_data if not swapped else bubble_sort(_SCREAMING_SNAKE_CASE			,	length - 1			)


if __name__ == "__main__":
				import doctest

				doctest.testmod()



