






import argparse
import json
from typing import List

from ltp import LTP

from transformers import BertTokenizer





def 					lowercase_ (    __snake_case     :							List[str]      )     -> Tuple:





				'''simple docstring'''


				if (
				    (cp >= 0X4_e00 and cp <= 0X9_fff)
				    or (cp >= 0X3_400 and cp <= 0X4_dbf)  #
				    or (cp >= 0X20_000 and cp <= 0X2a_6df)  #
				    or (cp >= 0X2a_700 and cp <= 0X2b_73f)  #
				    or (cp >= 0X2b_740 and cp <= 0X2b_81f)  #
				    or (cp >= 0X2b_820 and cp <= 0X2c_eaf)  #
				    or (cp >= 0Xf_900 and cp <= 0Xf_aff)
				    or (cp >= 0X2f_800 and cp <= 0X2f_a1f)  #
				):  #
								return True

				return False





def 					lowercase_ (    __snake_case     :							str      )     -> Union[str, Any]:





				'''simple docstring'''


				for char in word:
								snake_case__      :Union[str, Any]         =   ord(_A      )
								if not _is_chinese_char(_A      ):
												return 0
				return 1





def 					lowercase_ (    __snake_case     :							List[str]      )     -> Optional[Any]:





				'''simple docstring'''


				snake_case__      :Any         =   set()

				for token in tokens:
								snake_case__      :Optional[int]         =   len(_A      ) > 1 and is_chinese(_A      )
								if chinese_word:
												word_set.add(_A      )
				snake_case__      :Dict         =   list(_A      )
				return word_list





def 					lowercase_ (    __snake_case     :							List[str]	,	__snake_case     :							set()      )     -> str:





				'''simple docstring'''


				if not chinese_word_set:
								return bert_tokens
				snake_case__      :List[str]         =   max([len(_A      ) for w in chinese_word_set]      )

				snake_case__      :Tuple         =   bert_tokens
				snake_case__      :Tuple         =   0, len(_A      )
				while start < end:
								snake_case__      :Optional[Any]         =   True
								if is_chinese(bert_word[start]      ):
												snake_case__      :Any         =   min(end - start	,	_A      )
												for i in range(_A	,	1	,	-1      ):
																snake_case__      :Tuple         =   "".join(bert_word[start : start + i]      )
																if whole_word in chinese_word_set:
																				for j in range(start + 1	,	start + i      ):
																								snake_case__      :Dict         =   "##" + bert_word[j]
																				snake_case__      :str         =   start + i
																				snake_case__      :List[str]         =   False
																				break
								if single_word:
												start += 1
				return bert_word





def 					lowercase_ (    __snake_case     :							List[str]	,	__snake_case     :							LTP	,	__snake_case     :							BertTokenizer      )     -> str:





				'''simple docstring'''


				snake_case__      :Optional[Any]         =   []

				for i in range(0	,	len(_A      )	,	1_00      ):
								snake_case__      :Optional[Any]         =   ltp_tokenizer.seg(lines[i : i + 1_00]      )[0]
								snake_case__      :int         =   [get_chinese_word(_A      ) for r in res]
								ltp_res.extend(_A      )
				assert len(_A      ) == len(_A      )

				snake_case__      :Union[str, Any]         =   []
				for i in range(0	,	len(_A      )	,	1_00      ):
								snake_case__      :int         =   bert_tokenizer(lines[i : i + 1_00]	,	add_special_tokens=_A	,	truncation=_A	,	max_length=5_12      )
								bert_res.extend(res["input_ids"]      )
				assert len(_A      ) == len(_A      )

				snake_case__      :List[str]         =   []
				for input_ids, chinese_word in zip(_A	,	_A      ):
								snake_case__      :Union[str, Any]         =   []
								for id in input_ids:
												snake_case__      :List[Any]         =   bert_tokenizer._convert_id_to_token(_A      )
												input_tokens.append(_A      )
								snake_case__      :int         =   add_sub_symbol(_A	,	_A      )
								snake_case__      :List[str]         =   []
								# We only save pos of chinese subwords start with ##, which mean is part of a whole word.
								for i, token in enumerate(_A      ):
												if token[:2] == "##":
																snake_case__      :Any         =   token[2:]
																# save chinese tokens' pos
																if len(_A      ) == 1 and _is_chinese_char(ord(_A      )      ):
																				ref_id.append(_A      )
								ref_ids.append(_A      )

				assert len(_A      ) == len(_A      )

				return ref_ids





def 					lowercase_ (    __snake_case     :							Dict      )     -> List[Any]:





				'''simple docstring'''


				with open(args.file_name	,	"r"	,	encoding="utf-8"      ) as f:
								snake_case__      :Dict         =   f.readlines()
				snake_case__      :List[Any]         =   [line.strip() for line in data if len(_A      ) > 0 and not line.isspace()]  # avoid delimiter like '\u2029'
				snake_case__      :List[str]         =   LTP(args.ltp      )  # faster in GPU device
				snake_case__      :Any         =   BertTokenizer.from_pretrained(args.bert      )

				snake_case__      :Dict         =   prepare_ref(_A	,	_A	,	_A      )

				with open(args.save_path	,	"w"	,	encoding="utf-8"      ) as f:
								snake_case__      :List[str]         =   [json.dumps(_A      ) + "\n" for ref in ref_ids]
								f.writelines(_A      )


if __name__ == "__main__":
	__UpperCAmelCase							:   Optional[int]							=  argparse.ArgumentParser(description="prepare_chinese_ref")
	parser.add_argument(
	    "--file_name",
	    type=str,
	    default="./resources/chinese-demo.txt",
	    help="file need process, same as training data in lm",
	)
	parser.add_argument(
	    "--ltp", type=str, default="./resources/ltp", help="resources for LTP tokenizer, usually a path"
	)
	parser.add_argument("--bert", type=str, default="./resources/robert", help="resources for Bert tokenizer")
	parser.add_argument("--save_path", type=str, default="./resources/ref.txt", help="path to save res")

	__UpperCAmelCase							:   Any							=  parser.parse_args()
	main(args)







def 					lowercase_ (    __snake_case     :							int      )     -> bool:





				'''simple docstring'''


				if p < 2:
								raise ValueError("p should not be less than 2!"      )
				elif p == 2:
								return True

				snake_case__      :List[str]         =   4
				snake_case__      :Optional[int]         =   (1 << p) - 1
				for _ in range(p - 2      ):
								snake_case__      :List[Any]         =   ((s * s) - 2) % m
				return s == 0


if __name__ == "__main__":
	print(lucas_lehmer_test(7))
	print(lucas_lehmer_test(1_1))