
import json
from typing import List, Optional, Tuple

from tokenizers import pre_tokenizers, processors

from ...tokenization_utils_base import AddedToken, BatchEncoding
from ...tokenization_utils_fast import PreTrainedTokenizerFast
from ...utils import logging
from .tokenization_longformer import LongformerTokenizer


A__       :   List[Any]   						=					logging.get_logger(__name__)

A__       :   Optional[Any]   						=					{"""vocab_file""": """vocab.json""", """merges_file""": """merges.txt""", """tokenizer_file""": """tokenizer.json"""}

A__       :   List[Any]   						=					{
    """vocab_file""": {
        """allenai/longformer-base-4096""": """https://huggingface.co/allenai/longformer-base-4096/resolve/main/vocab.json""",
        """allenai/longformer-large-4096""": (
            """https://huggingface.co/allenai/longformer-large-4096/resolve/main/vocab.json"""
        ),
        """allenai/longformer-large-4096-finetuned-triviaqa""": (
            """https://huggingface.co/allenai/longformer-large-4096-finetuned-triviaqa/resolve/main/vocab.json"""
        ),
        """allenai/longformer-base-4096-extra.pos.embd.only""": (
            """https://huggingface.co/allenai/longformer-base-4096-extra.pos.embd.only/resolve/main/vocab.json"""
        ),
        """allenai/longformer-large-4096-extra.pos.embd.only""": (
            """https://huggingface.co/allenai/longformer-large-4096-extra.pos.embd.only/resolve/main/vocab.json"""
        ),
    },
    """merges_file""": {
        """allenai/longformer-base-4096""": """https://huggingface.co/allenai/longformer-base-4096/resolve/main/merges.txt""",
        """allenai/longformer-large-4096""": (
            """https://huggingface.co/allenai/longformer-large-4096/resolve/main/merges.txt"""
        ),
        """allenai/longformer-large-4096-finetuned-triviaqa""": (
            """https://huggingface.co/allenai/longformer-large-4096-finetuned-triviaqa/resolve/main/merges.txt"""
        ),
        """allenai/longformer-base-4096-extra.pos.embd.only""": (
            """https://huggingface.co/allenai/longformer-base-4096-extra.pos.embd.only/resolve/main/merges.txt"""
        ),
        """allenai/longformer-large-4096-extra.pos.embd.only""": (
            """https://huggingface.co/allenai/longformer-large-4096-extra.pos.embd.only/resolve/main/merges.txt"""
        ),
    },
    """tokenizer_file""": {
        """allenai/longformer-base-4096""": (
            """https://huggingface.co/allenai/longformer-base-4096/resolve/main/tokenizer.json"""
        ),
        """allenai/longformer-large-4096""": (
            """https://huggingface.co/allenai/longformer-large-4096/resolve/main/tokenizer.json"""
        ),
        """allenai/longformer-large-4096-finetuned-triviaqa""": (
            """https://huggingface.co/allenai/longformer-large-4096-finetuned-triviaqa/resolve/main/tokenizer.json"""
        ),
        """allenai/longformer-base-4096-extra.pos.embd.only""": (
            """https://huggingface.co/allenai/longformer-base-4096-extra.pos.embd.only/resolve/main/tokenizer.json"""
        ),
        """allenai/longformer-large-4096-extra.pos.embd.only""": (
            """https://huggingface.co/allenai/longformer-large-4096-extra.pos.embd.only/resolve/main/tokenizer.json"""
        ),
    },
}

A__       :   Optional[int]   						=					{
    """allenai/longformer-base-4096""": 4_0_9_6,
    """allenai/longformer-large-4096""": 4_0_9_6,
    """allenai/longformer-large-4096-finetuned-triviaqa""": 4_0_9_6,
    """allenai/longformer-base-4096-extra.pos.embd.only""": 4_0_9_6,
    """allenai/longformer-large-4096-extra.pos.embd.only""": 4_0_9_6,
}





class 						lowercase       (  __UpperCamelCase					):
					__a					=    VOCAB_FILES_NAMES
					__a					=    PRETRAINED_VOCAB_FILES_MAP
					__a					=    PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
					__a					=    ["""input_ids""", """attention_mask"""]
					__a					=    LongformerTokenizer
					def __init__(		self ,	SCREAMING_SNAKE_CASE__=None ,	SCREAMING_SNAKE_CASE__=None ,	SCREAMING_SNAKE_CASE__=None ,	SCREAMING_SNAKE_CASE__="replace" ,	SCREAMING_SNAKE_CASE__="<s>" ,	SCREAMING_SNAKE_CASE__="</s>" ,	SCREAMING_SNAKE_CASE__="</s>" ,	SCREAMING_SNAKE_CASE__="<s>" ,	SCREAMING_SNAKE_CASE__="<unk>" ,	SCREAMING_SNAKE_CASE__="<pad>" ,	SCREAMING_SNAKE_CASE__="<mask>" ,	SCREAMING_SNAKE_CASE__=False ,	SCREAMING_SNAKE_CASE__=True ,	**SCREAMING_SNAKE_CASE__ ,	):
								"""simple docstring"""







								super().__init__(
								    SCREAMING_SNAKE_CASE__ ,	SCREAMING_SNAKE_CASE__ ,	tokenizer_file=SCREAMING_SNAKE_CASE__ ,	errors=SCREAMING_SNAKE_CASE__ ,	bos_token=SCREAMING_SNAKE_CASE__ ,	eos_token=SCREAMING_SNAKE_CASE__ ,	sep_token=SCREAMING_SNAKE_CASE__ ,	cls_token=SCREAMING_SNAKE_CASE__ ,	unk_token=SCREAMING_SNAKE_CASE__ ,	pad_token=SCREAMING_SNAKE_CASE__ ,	mask_token=SCREAMING_SNAKE_CASE__ ,	add_prefix_space=SCREAMING_SNAKE_CASE__ ,	trim_offsets=SCREAMING_SNAKE_CASE__ ,	**SCREAMING_SNAKE_CASE__ ,	)

								lowerCAmelCase__ :    Dict				      =			json.loads(self.backend_tokenizer.pre_tokenizer.__getstate__()    )
								if pre_tok_state.get('''add_prefix_space''' ,	SCREAMING_SNAKE_CASE__    ) != add_prefix_space:
											lowerCAmelCase__ :    Any				      =			getattr(SCREAMING_SNAKE_CASE__ ,	pre_tok_state.pop('''type'''    )    )
											lowerCAmelCase__ :    Any				      =			add_prefix_space
											lowerCAmelCase__ :    str				      =			pre_tok_class(**SCREAMING_SNAKE_CASE__    )

								lowerCAmelCase__ :    List[Any]				      =			add_prefix_space

								lowerCAmelCase__ :    Optional[Any]				      =			'''post_processor'''
								lowerCAmelCase__ :    Any				      =			getattr(self.backend_tokenizer ,	SCREAMING_SNAKE_CASE__ ,	SCREAMING_SNAKE_CASE__    )
								if tokenizer_component_instance:
											lowerCAmelCase__ :    Optional[Any]				      =			json.loads(tokenizer_component_instance.__getstate__()    )

											# The lists 'sep' and 'cls' must be cased in tuples for the object `post_processor_class`
											if "sep" in state:
														lowerCAmelCase__ :    str				      =			tuple(state['''sep''']    )
											if "cls" in state:
														lowerCAmelCase__ :    List[str]				      =			tuple(state['''cls''']    )

											lowerCAmelCase__ :    Tuple				      =			False

											if state.get('''add_prefix_space''' ,	SCREAMING_SNAKE_CASE__    ) != add_prefix_space:
														lowerCAmelCase__ :    int				      =			add_prefix_space
														lowerCAmelCase__ :    List[Any]				      =			True

											if state.get('''trim_offsets''' ,	SCREAMING_SNAKE_CASE__    ) != trim_offsets:
														lowerCAmelCase__ :    int				      =			trim_offsets
														lowerCAmelCase__ :    str				      =			True

											if changes_to_apply:
														lowerCAmelCase__ :    Optional[Any]				      =			getattr(SCREAMING_SNAKE_CASE__ ,	state.pop('''type'''    )    )
														lowerCAmelCase__ :    List[Any]				      =			component_class(**SCREAMING_SNAKE_CASE__    )
														setattr(self.backend_tokenizer ,	SCREAMING_SNAKE_CASE__ ,	SCREAMING_SNAKE_CASE__    )
					@property
					def lowercase_			(		self    ):
								"""simple docstring"""







								if self._mask_token is None:
											if self.verbose:
														logger.error('''Using mask_token, but it is not set yet.'''    )
											return None
								return str(self._mask_token    )
					@mask_token.setter
					def lowercase_			(		self ,	SCREAMING_SNAKE_CASE__    ):
								"""simple docstring"""







								lowerCAmelCase__ :    Tuple				      =			AddedToken(SCREAMING_SNAKE_CASE__ ,	lstrip=SCREAMING_SNAKE_CASE__ ,	rstrip=SCREAMING_SNAKE_CASE__    ) if isinstance(SCREAMING_SNAKE_CASE__ ,	SCREAMING_SNAKE_CASE__    ) else value
								lowerCAmelCase__ :    Any				      =			value
					def lowercase_			(		self ,	*SCREAMING_SNAKE_CASE__ ,	**SCREAMING_SNAKE_CASE__    ):
								"""simple docstring"""







								lowerCAmelCase__ :    str				      =			kwargs.get('''is_split_into_words''' ,	SCREAMING_SNAKE_CASE__    )
								assert self.add_prefix_space or not is_split_into_words, (
								    f'''You need to instantiate {self.__class__.__name__} with add_prefix_space=True '''
								    "to use it with pretokenized inputs."
								)

								return super()._batch_encode_plus(*SCREAMING_SNAKE_CASE__ ,	**SCREAMING_SNAKE_CASE__    )
					def lowercase_			(		self ,	*SCREAMING_SNAKE_CASE__ ,	**SCREAMING_SNAKE_CASE__    ):
								"""simple docstring"""







								lowerCAmelCase__ :    Optional[Any]				      =			kwargs.get('''is_split_into_words''' ,	SCREAMING_SNAKE_CASE__    )

								assert self.add_prefix_space or not is_split_into_words, (
								    f'''You need to instantiate {self.__class__.__name__} with add_prefix_space=True '''
								    "to use it with pretokenized inputs."
								)

								return super()._encode_plus(*SCREAMING_SNAKE_CASE__ ,	**SCREAMING_SNAKE_CASE__    )
					def lowercase_			(		self ,	SCREAMING_SNAKE_CASE__ ,	SCREAMING_SNAKE_CASE__ = None    ):
								"""simple docstring"""







								lowerCAmelCase__ :    List[Any]				      =			self._tokenizer.model.save(SCREAMING_SNAKE_CASE__ ,	name=SCREAMING_SNAKE_CASE__    )
								return tuple(SCREAMING_SNAKE_CASE__    )
					def lowercase_			(		self ,	SCREAMING_SNAKE_CASE__ ,	SCREAMING_SNAKE_CASE__=None    ):
								"""simple docstring"""







								lowerCAmelCase__ :    Tuple				      =			[self.bos_token_id] + token_ids_a + [self.eos_token_id]
								if token_ids_a is None:
											return output

								return output + [self.eos_token_id] + token_ids_a + [self.eos_token_id]
					def lowercase_			(		self ,	SCREAMING_SNAKE_CASE__ ,	SCREAMING_SNAKE_CASE__ = None    ):
								"""simple docstring"""







								lowerCAmelCase__ :    Tuple				      =			[self.sep_token_id]
								lowerCAmelCase__ :    Optional[int]				      =			[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 + sep + token_ids_a + sep    ) * [0]





import unittest
from pathlib import Path
from tempfile import TemporaryDirectory
from unittest.mock import Mock, patch

import diffusers.utils.hub_utils





class 						lowercase       (  unittest.TestCase					):
					@patch('''diffusers.utils.hub_utils.get_full_repo_name'''    )
					def lowercase_			(		self ,	SCREAMING_SNAKE_CASE__    ):
								"""simple docstring"""







								lowerCAmelCase__ :    str				      =			'''full_repo_name'''
								with TemporaryDirectory() as tmpdir:
											# Dummy args values
											lowerCAmelCase__ :    Optional[int]				      =			Mock()
											lowerCAmelCase__ :    Optional[int]				      =			tmpdir
											lowerCAmelCase__ :    Optional[Any]				      =			0
											lowerCAmelCase__ :    Optional[int]				      =			'''hub_token'''
											lowerCAmelCase__ :    Tuple				      =			'''dataset_name'''
											lowerCAmelCase__ :    int				      =			0.01
											lowerCAmelCase__ :    Optional[int]				      =			100000
											lowerCAmelCase__ :    Any				      =			10000
											lowerCAmelCase__ :    Union[str, Any]				      =			0.01
											lowerCAmelCase__ :    int				      =			0.02
											lowerCAmelCase__ :    Union[str, Any]				      =			0.03
											lowerCAmelCase__ :    str				      =			0.0_005
											lowerCAmelCase__ :    Dict				      =			0.000_001
											lowerCAmelCase__ :    Tuple				      =			1
											lowerCAmelCase__ :    Optional[int]				      =			10
											lowerCAmelCase__ :    int				      =			0.001
											lowerCAmelCase__ :    Union[str, Any]				      =			0.1
											lowerCAmelCase__ :    Tuple				      =			0.2
											lowerCAmelCase__ :    Optional[int]				      =			True

											# Model card mush be rendered and saved
											diffusers.utils.hub_utils.create_model_card(SCREAMING_SNAKE_CASE__ ,	model_name='''model_name'''    )
											self.assertTrue((Path(SCREAMING_SNAKE_CASE__    ) / '''README.md''').is_file()    )



