





'''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


UpperCAmelCase_      							=     logging.get_logger(__name__)

UpperCAmelCase_      							=     {"""vocab_file""": """vocab.txt"""}

UpperCAmelCase_      							=     {
    """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""",
    }
}

UpperCAmelCase_      							=     {
    """YituTech/conv-bert-base""": 512,
    """YituTech/conv-bert-medium-small""": 512,
    """YituTech/conv-bert-small""": 512,
}


UpperCAmelCase_      							=     {
    """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 			UpperCamelCase_		(  _lowerCamelCase					):
					lowerCAmelCase_							=	VOCAB_FILES_NAMES
					lowerCAmelCase_							=	PRETRAINED_VOCAB_FILES_MAP
					lowerCAmelCase_							=	PRETRAINED_INIT_CONFIGURATION
					lowerCAmelCase_							=	PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
					lowerCAmelCase_							=	ConvBertTokenizer




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

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

										_snake_case									=				do_lower_case




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










import argparse
from collections import defaultdict

import yaml


UpperCAmelCase_      							=     """docs/source/en/_toctree.yml"""





def 						lowerCamelCase__     (     UpperCamelCase__			:       Optional[Any]						)			-> str:



					'''simple docstring'''




					_snake_case									=				defaultdict(UpperCamelCase__						)
					_snake_case									=				[]
					_snake_case									=				[]
					for doc in doc_list:
										if "local" in doc:
															counts[doc["local"]] += 1

										if doc["title"].lower() == "overview":
															overview_doc.append({'local': doc['local'], 'title': doc['title']}						)
										else:
															new_doc_list.append(UpperCamelCase__						)

					_snake_case									=				new_doc_list
					_snake_case									=				[key for key, value in counts.items() if value > 1]

					_snake_case									=				[]
					for duplicate_key in duplicates:
										_snake_case									=				list({doc['title'] for doc in doc_list if doc['local'] == duplicate_key}						)
										if len(UpperCamelCase__						) > 1:
															raise ValueError(
															    F'''{duplicate_key} is present several times in the documentation table of content at '''
															    '`docs/source/en/_toctree.yml` with different *Title* values. Choose one of those and remove the '
															    'others.'						)
										# Only add this once
										new_doc.append({'local': duplicate_key, 'title': titles[0]}						)

					# Add none duplicate-keys
					new_doc.extend([doc for doc in doc_list if 'local' not in counts or counts[doc['local']] == 1]						)
					_snake_case									=				sorted(UpperCamelCase__       ,    key=lambda UpperCamelCase__						: s["title"].lower()						)

					# "overview" gets special treatment and is always first
					if len(UpperCamelCase__						) > 1:
										raise ValueError('{doc_list} has two \'overview\' docs which is not allowed.'						)

					overview_doc.extend(UpperCamelCase__						)

					# Sort
					return overview_doc





def 						lowerCamelCase__     (     UpperCamelCase__			:       Dict=False						)			-> Optional[int]:



					'''simple docstring'''




					with open(UpperCamelCase__       ,    encoding='utf-8'						) as f:
										_snake_case									=				yaml.safe_load(f.read()						)

					# Get to the API doc
					_snake_case									=				0
					while content[api_idx]["title"] != "API":
										api_idx += 1
					_snake_case									=				content[api_idx]['sections']

					# Then to the model doc
					_snake_case									=				0
					while api_doc[scheduler_idx]["title"] != "Schedulers":
										scheduler_idx += 1

					_snake_case									=				api_doc[scheduler_idx]['sections']
					_snake_case									=				clean_doc_toc(UpperCamelCase__						)

					_snake_case									=				False
					if new_scheduler_doc != scheduler_doc:
										_snake_case									=				True
										if overwrite:
															_snake_case									=				new_scheduler_doc

					if diff:
										if overwrite:
															_snake_case									=				api_doc
															with open(UpperCamelCase__       ,    'w'       ,    encoding='utf-8'						) as f:
																				f.write(yaml.dump(UpperCamelCase__       ,    allow_unicode=UpperCamelCase__						)						)
										else:
															raise ValueError(
															    'The model doc part of the table of content is not properly sorted, run `make style` to fix this.'						)





def 						lowerCamelCase__     (     UpperCamelCase__			:       Tuple=False						)			-> List[Any]:



					'''simple docstring'''




					with open(UpperCamelCase__       ,    encoding='utf-8'						) as f:
										_snake_case									=				yaml.safe_load(f.read()						)

					# Get to the API doc
					_snake_case									=				0
					while content[api_idx]["title"] != "API":
										api_idx += 1
					_snake_case									=				content[api_idx]['sections']

					# Then to the model doc
					_snake_case									=				0
					while api_doc[pipeline_idx]["title"] != "Pipelines":
										pipeline_idx += 1

					_snake_case									=				False
					_snake_case									=				api_doc[pipeline_idx]['sections']
					_snake_case									=				[]

					# sort sub pipeline docs
					for pipeline_doc in pipeline_docs:
										if "section" in pipeline_doc:
															_snake_case									=				pipeline_doc['section']
															_snake_case									=				clean_doc_toc(UpperCamelCase__						)
															if overwrite:
																				_snake_case									=				new_sub_pipeline_doc
										new_pipeline_docs.append(UpperCamelCase__						)

					# sort overall pipeline doc
					_snake_case									=				clean_doc_toc(UpperCamelCase__						)

					if new_pipeline_docs != pipeline_docs:
										_snake_case									=				True
										if overwrite:
															_snake_case									=				new_pipeline_docs

					if diff:
										if overwrite:
															_snake_case									=				api_doc
															with open(UpperCamelCase__       ,    'w'       ,    encoding='utf-8'						) as f:
																				f.write(yaml.dump(UpperCamelCase__       ,    allow_unicode=UpperCamelCase__						)						)
										else:
															raise ValueError(
															    'The model doc part of the table of content is not properly sorted, run `make style` to fix this.'						)


if __name__ == "__main__":
					UpperCAmelCase_      							=     argparse.ArgumentParser()
					parser.add_argument("""--fix_and_overwrite""", action="""store_true""", help="""Whether to fix inconsistencies.""")
					UpperCAmelCase_      							=     parser.parse_args()

					check_scheduler_doc(args.fix_and_overwrite)
					check_pipeline_doc(args.fix_and_overwrite)



