


"""simple docstring"""






import json
from typing import List, Optional, Tuple

from tokenizers import normalizers

from ...tokenization_utils_fast import PreTrainedTokenizerFast
from ...utils import logging
from .tokenization_convbert import ConvBertTokenizer


_A   					=    logging.get_logger(__name__)

_A   					=    {'vocab_file': 'vocab.txt'}

_A   					=    {
    'vocab_file': {
        'YituTech/conv-bert-base': 'https://huggingface.co/YituTech/conv-bert-base/resolve/main/vocab.txt',
        'YituTech/conv-bert-medium-small': (
            'https://huggingface.co/YituTech/conv-bert-medium-small/resolve/main/vocab.txt'
        ),
        'YituTech/conv-bert-small': 'https://huggingface.co/YituTech/conv-bert-small/resolve/main/vocab.txt',
    }
}

_A   					=    {
    'YituTech/conv-bert-base': 5_1_2,
    'YituTech/conv-bert-medium-small': 5_1_2,
    'YituTech/conv-bert-small': 5_1_2,
}


_A   					=    {
    'YituTech/conv-bert-base': {'do_lower_case': True},
    'YituTech/conv-bert-medium-small': {'do_lower_case': True},
    'YituTech/conv-bert-small': {'do_lower_case': True},
}

class lowerCamelCase		(_SCREAMING_SNAKE_CASE      ):






					'''simple docstring'''


					a   	=		VOCAB_FILES_NAMES
					a   	=		PRETRAINED_VOCAB_FILES_MAP
					a   	=		PRETRAINED_INIT_CONFIGURATION
					a   	=		PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
					a   	=		ConvBertTokenizer



					def __init__(						self			:				Any   , _snake_case			:				int=None   , _snake_case			:				Union[str, Any]=None   , _snake_case			:				List[Any]=True   , _snake_case			:				Optional[Any]="[UNK]"   , _snake_case			:				Optional[Any]="[SEP]"   , _snake_case			:				int="[PAD]"   , _snake_case			:				Any="[CLS]"   , _snake_case			:				List[str]="[MASK]"   , _snake_case			:				Optional[Any]=True   , _snake_case			:				Optional[int]=None   , **_snake_case			:				Optional[Any]   , )							->       Dict:
									super().__init__(
									    _snake_case   , tokenizer_file=_snake_case   , do_lower_case=_snake_case   , unk_token=_snake_case   , sep_token=_snake_case   , pad_token=_snake_case   , cls_token=_snake_case   , mask_token=_snake_case   , tokenize_chinese_chars=_snake_case   , strip_accents=_snake_case   , **_snake_case   , )

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

									SCREAMING_SNAKE_CASE__		  =				do_lower_case



					def 			lowerCAmelCase_					(						self			:				List[str]   , _snake_case			:				Any   , _snake_case			:				List[str]=None		)							->       str:
									SCREAMING_SNAKE_CASE__		  =				[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 			lowerCAmelCase_					(						self			:				Tuple   , _snake_case			:				List[int]   , _snake_case			:				Optional[List[int]] = None		)							->       List[int]:
									SCREAMING_SNAKE_CASE__		  =				[self.sep_token_id]
									SCREAMING_SNAKE_CASE__		  =				[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 			lowerCAmelCase_					(						self			:				Union[str, Any]   , _snake_case			:				str   , _snake_case			:				Optional[str] = None		)							->       Tuple[str]:
									SCREAMING_SNAKE_CASE__		  =				self._tokenizer.model.save(_snake_case   , name=_snake_case		)
									return tuple(_snake_case		)





"""simple docstring"""






import collections
import os
import re
from pathlib import Path


_A   					=    'src/transformers'


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




def 						SCREAMING_SNAKE_CASE					(  __UpperCAmelCase       )							->   List[str]:
				if _re_test_backend.search(__UpperCAmelCase       ) is None:
								return None
				SCREAMING_SNAKE_CASE__		  =				[b[0] for b in _re_backend.findall(__UpperCAmelCase       )]
				backends.sort()
				return "_and_".join(__UpperCAmelCase       )




def 						SCREAMING_SNAKE_CASE					(  __UpperCAmelCase       )							->   Optional[Any]:
				with open(__UpperCAmelCase  ,					"r"  ,					encoding="utf-8"  ,					newline="\n"       ) as f:
								SCREAMING_SNAKE_CASE__		  =				f.readlines()

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

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

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

				SCREAMING_SNAKE_CASE__		  =				{"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.
								SCREAMING_SNAKE_CASE__		  =				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:
												SCREAMING_SNAKE_CASE__		  =				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

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

												SCREAMING_SNAKE_CASE__		  =				objects
								else:
												line_index += 1

    # At this stage we are in the TYPE_CHECKING part, first grab the objects without a specific backend
				SCREAMING_SNAKE_CASE__		  =				[]
				while (
				    line_index < len(__UpperCAmelCase       )
				    and find_backend(lines[line_index]       ) is None
				    and not lines[line_index].startswith("else"       )
				):
								SCREAMING_SNAKE_CASE__		  =				lines[line_index]
								SCREAMING_SNAKE_CASE__		  =				_re_import.search(__UpperCAmelCase       )
								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

				SCREAMING_SNAKE_CASE__		  =				{"none": objects}
				# Let's continue with backend-specific objects
				while line_index < len(__UpperCAmelCase       ):
								# If the line is an if is_backend_available, we grab all objects associated.
								SCREAMING_SNAKE_CASE__		  =				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:
												SCREAMING_SNAKE_CASE__		  =				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

												SCREAMING_SNAKE_CASE__		  =				[]
												# Until we unindent, add backend objects to the list
												while len(lines[line_index]       ) <= 1 or lines[line_index].startswith(" " * 8       ):
																SCREAMING_SNAKE_CASE__		  =				lines[line_index]
																SCREAMING_SNAKE_CASE__		  =				_re_import.search(__UpperCAmelCase       )
																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

												SCREAMING_SNAKE_CASE__		  =				objects
								else:
												line_index += 1

				return import_dict_objects, type_hint_objects




def 						SCREAMING_SNAKE_CASE					(  __UpperCAmelCase  ,					__UpperCAmelCase       )							->   Any:

				def find_duplicates(__UpperCAmelCase       ):
								return [k for k, v in collections.Counter(__UpperCAmelCase       ).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!"]

				SCREAMING_SNAKE_CASE__		  =				[]
				for key in import_dict_objects.keys():
								SCREAMING_SNAKE_CASE__		  =				find_duplicates(import_dict_objects[key]       )
								if duplicate_imports:
												errors.append(F"""Duplicate _import_structure definitions for: {duplicate_imports}"""       )
								SCREAMING_SNAKE_CASE__		  =				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]       )       ):
												SCREAMING_SNAKE_CASE__		  =				"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 						SCREAMING_SNAKE_CASE					(  )							->   List[Any]:
				SCREAMING_SNAKE_CASE__		  =				[]
				for root, _, files in os.walk(__UpperCAmelCase       ):
								if "__init__.py" in files:
												SCREAMING_SNAKE_CASE__		  =				os.path.join(__UpperCAmelCase  ,					"__init__.py"       )
												SCREAMING_SNAKE_CASE__		  =				parse_init(__UpperCAmelCase       )
												if objects is not None:
																SCREAMING_SNAKE_CASE__		  =				analyze_results(*__UpperCAmelCase       )
																if len(__UpperCAmelCase       ) > 0:
																				SCREAMING_SNAKE_CASE__		  =				F"""Problem in {fname}, both halves do not define the same objects.\n{errors[0]}"""
																				failures.append("\n".join(__UpperCAmelCase       )       )
				if len(__UpperCAmelCase       ) > 0:
								raise ValueError("\n\n".join(__UpperCAmelCase       )       )




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


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




def 						SCREAMING_SNAKE_CASE					(  )							->   Union[str, Any]:
				# This is to make sure the transformers module imported is the one in the repo.
				from transformers.utils import direct_transformers_import

				SCREAMING_SNAKE_CASE__		  =				direct_transformers_import(__UpperCAmelCase       )

				SCREAMING_SNAKE_CASE__		  =				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(__UpperCAmelCase  ,					"__init__.py"       )  ,					"r"       ) as f:
								SCREAMING_SNAKE_CASE__		  =				f.read()
				import_structure_keys.update(set(re.findall(R"import_structure\[\"([^\"]*)\"\]"  ,					__UpperCAmelCase       )       )       )

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

				if len(__UpperCAmelCase       ) > 0:
								SCREAMING_SNAKE_CASE__		  =				"\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()




