
import json
from typing import List, Optional, Tuple

from tokenizers import normalizers

from ...tokenization_utils_fast import PreTrainedTokenizerFast
from ...utils import logging
from .tokenization_mobilebert import MobileBertTokenizer


lowerCamelCase_						     =					logging.get_logger(__name__)

lowerCamelCase_						     =					{'''vocab_file''': '''vocab.txt''', '''tokenizer_file''': '''tokenizer.json'''}

lowerCamelCase_						     =					{
    '''vocab_file''': {'''mobilebert-uncased''': '''https://huggingface.co/google/mobilebert-uncased/resolve/main/vocab.txt'''},
    '''tokenizer_file''': {
        '''mobilebert-uncased''': '''https://huggingface.co/google/mobilebert-uncased/resolve/main/tokenizer.json'''
    },
}

lowerCamelCase_						     =					{'''mobilebert-uncased''': 5_12}


lowerCamelCase_						     =					{}




class      __A(    _UpperCAmelCase			):

  """simple docstring"""
  SCREAMING_SNAKE_CASE__         =      VOCAB_FILES_NAMES
  SCREAMING_SNAKE_CASE__         =      PRETRAINED_VOCAB_FILES_MAP
  SCREAMING_SNAKE_CASE__         =      PRETRAINED_INIT_CONFIGURATION
  SCREAMING_SNAKE_CASE__         =      PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
  SCREAMING_SNAKE_CASE__         =      MobileBertTokenizer







  def __init__(self	,      SCREAMING_SNAKE_CASE_=None	,      SCREAMING_SNAKE_CASE_=None	,      SCREAMING_SNAKE_CASE_=True	,      SCREAMING_SNAKE_CASE_="[UNK]"	,      SCREAMING_SNAKE_CASE_="[SEP]"	,      SCREAMING_SNAKE_CASE_="[PAD]"	,      SCREAMING_SNAKE_CASE_="[CLS]"	,      SCREAMING_SNAKE_CASE_="[MASK]"	,      SCREAMING_SNAKE_CASE_=True	,      SCREAMING_SNAKE_CASE_=None	,      **SCREAMING_SNAKE_CASE_	,      ):
       super().__init__(
           _UpperCAmelCase	,      tokenizer_file=_UpperCAmelCase	,      do_lower_case=_UpperCAmelCase	,      unk_token=_UpperCAmelCase	,      sep_token=_UpperCAmelCase	,      pad_token=_UpperCAmelCase	,      cls_token=_UpperCAmelCase	,      mask_token=_UpperCAmelCase	,      tokenize_chinese_chars=_UpperCAmelCase	,      strip_accents=_UpperCAmelCase	,      **_UpperCAmelCase	,      )

       UpperCamelCase__				=    json.loads(self.backend_tokenizer.normalizer.__getstate__()						)
       if (
           normalizer_state.get("""lowercase"""	,      _UpperCAmelCase						) != do_lower_case
           or normalizer_state.get("""strip_accents"""	,      _UpperCAmelCase						) != strip_accents
           or normalizer_state.get("""handle_chinese_chars"""	,      _UpperCAmelCase						) != tokenize_chinese_chars
       ):
            UpperCamelCase__				=    getattr(_UpperCAmelCase	,      normalizer_state.pop("""type"""						)						)
            UpperCamelCase__				=    do_lower_case
            UpperCamelCase__				=    strip_accents
            UpperCamelCase__				=    tokenize_chinese_chars
            UpperCamelCase__				=    normalizer_class(**_UpperCAmelCase						)

       UpperCamelCase__				=    do_lower_case







  def 	UpperCAmelCase_ (self	,      SCREAMING_SNAKE_CASE_	,      SCREAMING_SNAKE_CASE_=None						):
       UpperCamelCase__				=    [self.cls_token_id] + token_ids_a + [self.sep_token_id]

       if token_ids_a:
            output += token_ids_a + [self.sep_token_id]

       return output







  def 	UpperCAmelCase_ (self	,      SCREAMING_SNAKE_CASE_	,      SCREAMING_SNAKE_CASE_ = None						):
       UpperCamelCase__				=    [self.sep_token_id]
       UpperCamelCase__				=    [self.cls_token_id]
       if token_ids_a is None:
            return len(cls + token_ids_a + sep						) * [0]
       return len(cls + token_ids_a + sep						) * [0] + len(token_ids_a + sep						) * [1]







  def 	UpperCAmelCase_ (self	,      SCREAMING_SNAKE_CASE_	,      SCREAMING_SNAKE_CASE_ = None						):
       UpperCamelCase__				=    self._tokenizer.model.save(_UpperCAmelCase	,      name=_UpperCAmelCase						)
       return tuple(_UpperCAmelCase						)







import collections
import os
import re
from pathlib import Path


lowerCamelCase_						     =					'''src/transformers'''


# Matches is_xxx_available()
lowerCamelCase_						     =					re.compile(r'''is\_([a-z_]*)_available()''')
# Catches a one-line _import_struct = {xxx}
lowerCamelCase_						     =					re.compile(r'''^_import_structure\s+=\s+\{([^\}]+)\}''')
# Catches a line with a key-values pattern: "bla": ["foo", "bar"]
lowerCamelCase_						     =					re.compile(r'''\s+"\S*":\s+\[([^\]]*)\]''')
# Catches a line if not is_foo_available
lowerCamelCase_						     =					re.compile(r'''^\s*if\s+not\s+is\_[a-z_]*\_available\(\)''')
# Catches a line _import_struct["bla"].append("foo")
lowerCamelCase_						     =					re.compile(r'''^\s*_import_structure\["\S*"\]\.append\("(\S*)"\)''')
# Catches a line _import_struct["bla"].extend(["foo", "bar"]) or _import_struct["bla"] = ["foo", "bar"]
lowerCamelCase_						     =					re.compile(r'''^\s*_import_structure\[\S*\](?:\.extend\(|\s*=\s+)\[([^\]]*)\]''')
# Catches a line with an object between quotes and a comma:     "MyModel",
lowerCamelCase_						     =					re.compile(r'''^\s+"([^"]+)",''')
# Catches a line with objects between brackets only:    ["foo", "bar"],
lowerCamelCase_						     =					re.compile(r'''^\s+\[([^\]]+)\]''')
# Catches a line with from foo import bar, bla, boo
lowerCamelCase_						     =					re.compile(r'''\s+from\s+\S*\s+import\s+([^\(\s].*)\n''')
# Catches a line with try:
lowerCamelCase_						     =					re.compile(r'''^\s*try:''')
# Catches a line with else:
lowerCamelCase_						     =					re.compile(r'''^\s*else:''')






def 						__magic_name__			(   __a      :	List[Any]						):



     '''simple docstring'''




     if _re_test_backend.search(__a						) is None:
          return None
     UpperCamelCase__				=    [b[0] for b in _re_backend.findall(__a						)]
     backends.sort()
     return "_and_".join(__a						)






def 						__magic_name__			(   __a      :	Dict						):



     '''simple docstring'''




     with open(__a	,		"""r"""	,		encoding="""utf-8"""	,		newline="""\n"""						) as f:
          UpperCamelCase__				=    f.readlines()

     UpperCamelCase__				=    0
     while line_index < len(__a						) and not lines[line_index].startswith("""_import_structure = {"""						):
          line_index += 1

     # If this is a traditional init, just return.
     if line_index >= len(__a						):
          return None

     # First grab the objects without a specific backend in _import_structure
     UpperCamelCase__				=    []
     while not lines[line_index].startswith("""if TYPE_CHECKING"""						) and find_backend(lines[line_index]						) is None:
          UpperCamelCase__				=    lines[line_index]
          # If we have everything on a single line, let's deal with it.
          if _re_one_line_import_struct.search(__a						):
               UpperCamelCase__				=    _re_one_line_import_struct.search(__a						).groups()[0]
               UpperCamelCase__				=    re.findall(R"""\[([^\]]+)\]"""	,		__a						)
               for imp in imports:
                    objects.extend([obj[1:-1] for obj in imp.split(""", """						)]						)
               line_index += 1
               continue
          UpperCamelCase__				=    _re_import_struct_key_value.search(__a						)
          if single_line_import_search is not None:
               UpperCamelCase__				=    [obj[1:-1] for obj in single_line_import_search.groups()[0].split(""", """						) if len(__a						) > 0]
               objects.extend(__a						)
          elif line.startswith(""" """ * 8 + """\""""						):
               objects.append(line[9:-3]						)
          line_index += 1

     UpperCamelCase__				=    {"""none""": objects}
     # Let's continue with backend-specific objects in _import_structure
     while not lines[line_index].startswith("""if TYPE_CHECKING"""						):
          # If the line is an if not is_backend_available, we grab all objects associated.
          UpperCamelCase__				=    find_backend(lines[line_index]						)
          # Check if the backend declaration is inside a try block:
          if _re_try.search(lines[line_index - 1]						) is None:
               UpperCamelCase__				=    None

          if backend is not None:
               line_index += 1

               # Scroll until we hit the else block of try-except-else
               while _re_else.search(lines[line_index]						) is None:
                    line_index += 1

               line_index += 1

               UpperCamelCase__				=    []
               # Until we unindent, add backend objects to the list
               while len(lines[line_index]						) <= 1 or lines[line_index].startswith(""" """ * 4						):
                    UpperCamelCase__				=    lines[line_index]
                    if _re_import_struct_add_one.search(__a						) is not None:
                         objects.append(_re_import_struct_add_one.search(__a						).groups()[0]						)
                    elif _re_import_struct_add_many.search(__a						) is not None:
                         UpperCamelCase__				=    _re_import_struct_add_many.search(__a						).groups()[0].split(""", """						)
                         UpperCamelCase__				=    [obj[1:-1] for obj in imports if len(__a						) > 0]
                         objects.extend(__a						)
                    elif _re_between_brackets.search(__a						) is not None:
                         UpperCamelCase__				=    _re_between_brackets.search(__a						).groups()[0].split(""", """						)
                         UpperCamelCase__				=    [obj[1:-1] for obj in imports if len(__a						) > 0]
                         objects.extend(__a						)
                    elif _re_quote_object.search(__a						) is not None:
                         objects.append(_re_quote_object.search(__a						).groups()[0]						)
                    elif line.startswith(""" """ * 8 + """\""""						):
                         objects.append(line[9:-3]						)
                    elif line.startswith(""" """ * 12 + """\""""						):
                         objects.append(line[13:-3]						)
                    line_index += 1

               UpperCamelCase__				=    objects
          else:
               line_index += 1

    # At this stage we are in the TYPE_CHECKING part, first grab the objects without a specific backend
     UpperCamelCase__				=    []
     while (
         line_index < len(__a						)
         and find_backend(lines[line_index]						) is None
         and not lines[line_index].startswith("""else"""						)
     ):
          UpperCamelCase__				=    lines[line_index]
          UpperCamelCase__				=    _re_import.search(__a						)
          if single_line_import_search is not None:
               objects.extend(single_line_import_search.groups()[0].split(""", """						)						)
          elif line.startswith(""" """ * 8						):
               objects.append(line[8:-2]						)
          line_index += 1

     UpperCamelCase__				=    {"""none""": objects}
     # Let's continue with backend-specific objects
     while line_index < len(__a						):
          # If the line is an if is_backend_available, we grab all objects associated.
          UpperCamelCase__				=    find_backend(lines[line_index]						)
          # Check if the backend declaration is inside a try block:
          if _re_try.search(lines[line_index - 1]						) is None:
               UpperCamelCase__				=    None

          if backend is not None:
               line_index += 1

               # Scroll until we hit the else block of try-except-else
               while _re_else.search(lines[line_index]						) is None:
                    line_index += 1

               line_index += 1

               UpperCamelCase__				=    []
               # Until we unindent, add backend objects to the list
               while len(lines[line_index]						) <= 1 or lines[line_index].startswith(""" """ * 8						):
                    UpperCamelCase__				=    lines[line_index]
                    UpperCamelCase__				=    _re_import.search(__a						)
                    if single_line_import_search is not None:
                         objects.extend(single_line_import_search.groups()[0].split(""", """						)						)
                    elif line.startswith(""" """ * 12						):
                         objects.append(line[12:-2]						)
                    line_index += 1

               UpperCamelCase__				=    objects
          else:
               line_index += 1

     return import_dict_objects, type_hint_objects






def 						__magic_name__			(   __a      :	Dict	,		__a      :	Dict						):



     '''simple docstring'''




     def find_duplicates(__a      :	Optional[Any]						):
          return [k for k, v in collections.Counter(__a						).items() if v > 1]

     if list(import_dict_objects.keys()						) != list(type_hint_objects.keys()						):
          return ["Both sides of the init do not have the same backends!"]

     UpperCamelCase__				=    []
     for key in import_dict_objects.keys():
          UpperCamelCase__				=    find_duplicates(import_dict_objects[key]						)
          if duplicate_imports:
               errors.append(f"Duplicate _import_structure definitions for: {duplicate_imports}"						)
          UpperCamelCase__				=    find_duplicates(type_hint_objects[key]						)
          if duplicate_type_hints:
               errors.append(f"Duplicate TYPE_CHECKING objects for: {duplicate_type_hints}"						)

          if sorted(set(import_dict_objects[key]						)						) != sorted(set(type_hint_objects[key]						)						):
               UpperCamelCase__				=    """base imports""" if key == """none""" else f"{key} backend"
               errors.append(f"Differences for {name}:"						)
               for a in type_hint_objects[key]:
                    if a not in import_dict_objects[key]:
                         errors.append(f"  {a} in TYPE_HINT but not in _import_structure."						)
               for a in import_dict_objects[key]:
                    if a not in type_hint_objects[key]:
                         errors.append(f"  {a} in _import_structure but not in TYPE_HINT."						)
     return errors






def 						__magic_name__			(   ):



     '''simple docstring'''




     UpperCamelCase__				=    []
     for root, _, files in os.walk(__a						):
          if "__init__.py" in files:
               UpperCamelCase__				=    os.path.join(__a	,		"""__init__.py"""						)
               UpperCamelCase__				=    parse_init(__a						)
               if objects is not None:
                    UpperCamelCase__				=    analyze_results(*__a						)
                    if len(__a						) > 0:
                         UpperCamelCase__				=    f"Problem in {fname}, both halves do not define the same objects.\n{errors[0]}"
                         failures.append("""\n""".join(__a						)						)
     if len(__a						) > 0:
          raise ValueError("""\n\n""".join(__a						)						)






def 						__magic_name__			(   ):



     '''simple docstring'''




     UpperCamelCase__				=    []
     for path, directories, files in os.walk(__a						):
          for folder in directories:
               # Ignore private modules
               if folder.startswith("""_"""						):
                    directories.remove(__a						)
                    continue
               # Ignore leftovers from branches (empty folders apart from pycache)
               if len(list((Path(__a						) / folder).glob("""*.py"""						)						)						) == 0:
                    continue
               UpperCamelCase__				=    str((Path(__a						) / folder).relative_to(__a						)						)
               UpperCamelCase__				=    short_path.replace(os.path.sep	,		"""."""						)
               submodules.append(__a						)
          for fname in files:
               if fname == "__init__.py":
                    continue
               UpperCamelCase__				=    str((Path(__a						) / fname).relative_to(__a						)						)
               UpperCamelCase__				=    short_path.replace(""".py"""	,		""""""						).replace(os.path.sep	,		"""."""						)
               if len(submodule.split("""."""						)						) == 1:
                    submodules.append(__a						)
     return submodules


lowerCamelCase_						     =					[
    '''convert_pytorch_checkpoint_to_tf2''',
    '''modeling_flax_pytorch_utils''',
    '''models.esm.openfold_utils''',
]






def 						__magic_name__			(   ):



     '''simple docstring'''




     from transformers.utils import direct_transformers_import

     UpperCamelCase__				=    direct_transformers_import(__a						)

     UpperCamelCase__				=    set(transformers._import_structure.keys()						)
     # This contains all the base keys of the _import_structure object defined in the init, but if the user is missing
     # some optional dependencies, they may not have all of them. Thus we read the init to read all additions and
     # (potentiall re-) add them.
     with open(os.path.join(__a	,		"""__init__.py"""						)	,		"""r"""						) as f:
          UpperCamelCase__				=    f.read()
     import_structure_keys.update(set(re.findall(R"""import_structure\[\"([^\"]*)\"\]"""	,		__a						)						)						)

     UpperCamelCase__				=    [
         module
         for module in get_transformers_submodules()
         if module not in IGNORE_SUBMODULES and module not in import_structure_keys
     ]

     if len(__a						) > 0:
          UpperCamelCase__				=    """\n""".join(f"- {module}" for module in module_not_registered						)
          raise ValueError(
              """The following submodules are not properly registed in the main init of Transformers:\n"""
              f"{list_of_modules}\n"
              """Make sure they appear somewhere in the keys of `_import_structure` with an empty list as value."""						)


if __name__ == "__main__":
    check_all_inits()
    check_submodules()





