





'''simple docstring'''

import argparse
import json
from typing import List

from ltp import LTP

from transformers import BertTokenizer







def    a__							(							lowercase   :	Union[str, Any] )						->						Optional[int]:





     """simple docstring"""

     if (
         (cp >= 0X4E00 and cp <= 0X9FFF)
         or (cp >= 0X3400 and cp <= 0X4DBF)  #
         or (cp >= 0X20000 and cp <= 0X2A6DF)  #
         or (cp >= 0X2A700 and cp <= 0X2B73F)  #
         or (cp >= 0X2B740 and cp <= 0X2B81F)  #
         or (cp >= 0X2B820 and cp <= 0X2CEAF)  #
         or (cp >= 0XF900 and cp <= 0XFAFF)
         or (cp >= 0X2F800 and cp <= 0X2FA1F)  #
     ):  #
          return True

     return False







def    a__							(							lowercase   :	str )						->						Dict:





     """simple docstring"""

     for char in word:
          _UpperCamelCase							       =			ord(lowercase )
          if not _is_chinese_char(lowercase ):
               return 0
     return 1







def    a__							(							lowercase   :	List[str] )						->						Dict:





     """simple docstring"""

     _UpperCamelCase							       =			set()

     for token in tokens:
          _UpperCamelCase							       =			len(lowercase ) > 1 and is_chinese(lowercase )
          if chinese_word:
               word_set.add(lowercase )
     _UpperCamelCase							       =			list(lowercase )
     return word_list







def    a__							(							lowercase   :	List[str],   lowercase   :	set() )						->						int:





     """simple docstring"""

     if not chinese_word_set:
          return bert_tokens
     _UpperCamelCase							       =			max([len(lowercase ) for w in chinese_word_set] )

     _UpperCamelCase							       =			bert_tokens
     _UpperCamelCase       ,							_UpperCamelCase							       =			0, len(lowercase )
     while start < end:
          _UpperCamelCase							       =			True
          if is_chinese(bert_word[start] ):
               _UpperCamelCase							       =			min(end - start,   lowercase )
               for i in range(lowercase,   1,   -1 ):
                    _UpperCamelCase							       =			''''''.join(bert_word[start : start + i] )
                    if whole_word in chinese_word_set:
                         for j in range(start + 1,   start + i ):
                              _UpperCamelCase							       =			'''##''' + bert_word[j]
                         _UpperCamelCase							       =			start + i
                         _UpperCamelCase							       =			False
                         break
          if single_word:
               start += 1
     return bert_word







def    a__							(							lowercase   :	List[str],   lowercase   :	LTP,   lowercase   :	BertTokenizer )						->						Optional[Any]:





     """simple docstring"""

     _UpperCamelCase							       =			[]

     for i in range(0,   len(lowercase ),   100 ):
          _UpperCamelCase							       =			ltp_tokenizer.seg(lines[i : i + 100] )[0]
          _UpperCamelCase							       =			[get_chinese_word(lowercase ) for r in res]
          ltp_res.extend(lowercase )
     assert len(lowercase ) == len(lowercase )

     _UpperCamelCase							       =			[]
     for i in range(0,   len(lowercase ),   100 ):
          _UpperCamelCase							       =			bert_tokenizer(lines[i : i + 100],   add_special_tokens=lowercase,   truncation=lowercase,   max_length=512 )
          bert_res.extend(res['''input_ids'''] )
     assert len(lowercase ) == len(lowercase )

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

     assert len(lowercase ) == len(lowercase )

     return ref_ids







def    a__							(							lowercase   :	Optional[int] )						->						Union[str, Any]:





     """simple docstring"""

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

     _UpperCamelCase							       =			prepare_ref(lowercase,   lowercase,   lowercase )

     with open(args.save_path,   '''w''',   encoding='''utf-8''' ) as f:
          _UpperCamelCase							       =			[json.dumps(lowercase ) + '''\n''' for ref in ref_ids]
          f.writelines(lowercase )


if __name__ == "__main__":
   lowercase__		:     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')

   lowercase__		:     Dict			=							parser.parse_args()
   main(args)










'''simple docstring'''

from datasets.utils.patching import _PatchedModuleObj, patch_submodule

from . import _test_patching







def    a__							(							)						->						Tuple:





     """simple docstring"""

     import os as original_os
     from os import path as original_path
     from os import rename as original_rename
     from os.path import dirname as original_dirname
     from os.path import join as original_join

     assert _test_patching.os is original_os
     assert _test_patching.path is original_path
     assert _test_patching.join is original_join

     assert _test_patching.renamed_os is original_os
     assert _test_patching.renamed_path is original_path
     assert _test_patching.renamed_join is original_join

     _UpperCamelCase							       =			'''__test_patch_submodule_mock__'''
     with patch_submodule(_test_patching,   '''os.path.join''',   lowercase ):
          # Every way to access os.path.join must be patched, and the rest must stay untouched

          # check os.path.join
          assert isinstance(_test_patching.os,   _PatchedModuleObj )
          assert isinstance(_test_patching.os.path,   _PatchedModuleObj )
          assert _test_patching.os.path.join is mock

          # check path.join
          assert isinstance(_test_patching.path,   _PatchedModuleObj )
          assert _test_patching.path.join is mock

          # check join
          assert _test_patching.join is mock

          # check that the other attributes are untouched
          assert _test_patching.os.rename is original_rename
          assert _test_patching.path.dirname is original_dirname
          assert _test_patching.os.path.dirname is original_dirname

          # Even renamed modules or objects must be patched

          # check renamed_os.path.join
          assert isinstance(_test_patching.renamed_os,   _PatchedModuleObj )
          assert isinstance(_test_patching.renamed_os.path,   _PatchedModuleObj )
          assert _test_patching.renamed_os.path.join is mock

          # check renamed_path.join
          assert isinstance(_test_patching.renamed_path,   _PatchedModuleObj )
          assert _test_patching.renamed_path.join is mock

          # check renamed_join
          assert _test_patching.renamed_join is mock

          # check that the other attributes are untouched
          assert _test_patching.renamed_os.rename is original_rename
          assert _test_patching.renamed_path.dirname is original_dirname
          assert _test_patching.renamed_os.path.dirname is original_dirname

     # check that everthing is back to normal when the patch is over

     assert _test_patching.os is original_os
     assert _test_patching.path is original_path
     assert _test_patching.join is original_join

     assert _test_patching.renamed_os is original_os
     assert _test_patching.renamed_path is original_path
     assert _test_patching.renamed_join is original_join







def    a__							(							)						->						Tuple:





     """simple docstring"""

     assert _test_patching.open is open

     _UpperCamelCase							       =			'''__test_patch_submodule_builtin_mock__'''
     # _test_patching has "open" in its globals
     assert _test_patching.open is open
     with patch_submodule(_test_patching,   '''open''',   lowercase ):
          assert _test_patching.open is mock

     # check that everthing is back to normal when the patch is over

     assert _test_patching.open is open







def    a__							(							)						->						Optional[Any]:





     """simple docstring"""

     _UpperCamelCase							       =			'''__test_patch_submodule_missing_mock__'''
     with patch_submodule(_test_patching,   '''pandas.read_csv''',   lowercase ):
          pass







def    a__							(							)						->						Optional[int]:





     """simple docstring"""

     _UpperCamelCase							       =			'''__test_patch_submodule_missing_builtin_mock__'''
     # _test_patching doesn't have "len" in its globals
     assert getattr(_test_patching,   '''len''',   lowercase ) is None
     with patch_submodule(_test_patching,   '''len''',   lowercase ):
          assert _test_patching.len is mock
     assert _test_patching.len is len







def    a__							(							)						->						Optional[Any]:





     """simple docstring"""

     _UpperCamelCase							       =			'''__test_patch_submodule_start_and_stop_mock__'''
     _UpperCamelCase							       =			patch_submodule(_test_patching,   '''open''',   lowercase )
     assert _test_patching.open is open
     patch.start()
     assert _test_patching.open is mock
     patch.stop()
     assert _test_patching.open is open







def    a__							(							)						->						List[str]:





     """simple docstring"""

     from os import rename as original_rename
     from os.path import dirname as original_dirname
     from os.path import join as original_join

     _UpperCamelCase							       =			'''__test_patch_submodule_successive_join__'''
     _UpperCamelCase							       =			'''__test_patch_submodule_successive_dirname__'''
     _UpperCamelCase							       =			'''__test_patch_submodule_successive_rename__'''
     assert _test_patching.os.path.join is original_join
     assert _test_patching.os.path.dirname is original_dirname
     assert _test_patching.os.rename is original_rename

     with patch_submodule(_test_patching,   '''os.path.join''',   lowercase ):
          with patch_submodule(_test_patching,   '''os.rename''',   lowercase ):
               with patch_submodule(_test_patching,   '''os.path.dirname''',   lowercase ):
                    assert _test_patching.os.path.join is mock_join
                    assert _test_patching.os.path.dirname is mock_dirname
                    assert _test_patching.os.rename is mock_rename

    # try another order
     with patch_submodule(_test_patching,   '''os.rename''',   lowercase ):
          with patch_submodule(_test_patching,   '''os.path.join''',   lowercase ):
               with patch_submodule(_test_patching,   '''os.path.dirname''',   lowercase ):
                    assert _test_patching.os.path.join is mock_join
                    assert _test_patching.os.path.dirname is mock_dirname
                    assert _test_patching.os.rename is mock_rename

     assert _test_patching.os.path.join is original_join
     assert _test_patching.os.path.dirname is original_dirname
     assert _test_patching.os.rename is original_rename







def    a__							(							)						->						str:





     """simple docstring"""

     _UpperCamelCase							       =			'''__test_patch_submodule_doesnt_exist_mock__'''
     with patch_submodule(_test_patching,   '''__module_that_doesn_exist__.__attribute_that_doesn_exist__''',   lowercase ):
          pass
     with patch_submodule(_test_patching,   '''os.__attribute_that_doesn_exist__''',   lowercase ):
          pass



