




import json
from typing import List, Optional, Tuple

from tokenizers import normalizers

from ...tokenization_utils_fast import PreTrainedTokenizerFast
from ...utils import logging
from .tokenization_splinter import SplinterTokenizer


lowercase_     :    int      =			logging.get_logger(__name__)

lowercase_     :    List[str]      =			{"vocab_file": "vocab.txt"}

lowercase_     :    Any      =			{
    "vocab_file": {
        "tau/splinter-base": "https://huggingface.co/tau/splinter-base/resolve/main/vocab.txt",
        "tau/splinter-base-qass": "https://huggingface.co/tau/splinter-base-qass/resolve/main/vocab.txt",
        "tau/splinter-large": "https://huggingface.co/tau/splinter-large/resolve/main/vocab.txt",
        "tau/splinter-large-qass": "https://huggingface.co/tau/splinter-large-qass/resolve/main/vocab.txt",
    }
}

lowercase_     :    int      =			{
    "tau/splinter-base": 5_12,
    "tau/splinter-base-qass": 5_12,
    "tau/splinter-large": 5_12,
    "tau/splinter-large-qass": 5_12,
}

lowercase_     :    List[str]      =			{
    "tau/splinter-base": {"do_lower_case": False},
    "tau/splinter-base-qass": {"do_lower_case": False},
    "tau/splinter-large": {"do_lower_case": False},
    "tau/splinter-large-qass": {"do_lower_case": False},
}






class    __lowerCAmelCase			(	SCREAMING_SNAKE_CASE_			):
			snake_case_				:			List[str]								=					VOCAB_FILES_NAMES
			snake_case_				:			Tuple								=					PRETRAINED_VOCAB_FILES_MAP
			snake_case_				:			Dict								=					PRETRAINED_INIT_CONFIGURATION
			snake_case_				:			Optional[int]								=					PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
			snake_case_				:			List[Any]								=					SplinterTokenizer







			def __init__(	self   :      List[Any]   ,   snake_case__   :      List[Any]=None   ,   snake_case__   :      str=None   ,   snake_case__   :      str=True   ,   snake_case__   :      Any="[UNK]"   ,   snake_case__   :      List[Any]="[SEP]"   ,   snake_case__   :      List[str]="[PAD]"   ,   snake_case__   :      List[str]="[CLS]"   ,   snake_case__   :      Any="[MASK]"   ,   snake_case__   :      Optional[int]="[QUESTION]"   ,   snake_case__   :      Dict=True   ,   snake_case__   :      Dict=None   ,   **snake_case__   :      Any   ,   ):




									"""simple docstring"""


									super().__init__(
									    SCREAMING_SNAKE_CASE_   ,   tokenizer_file=SCREAMING_SNAKE_CASE_   ,   do_lower_case=SCREAMING_SNAKE_CASE_   ,   unk_token=SCREAMING_SNAKE_CASE_   ,   sep_token=SCREAMING_SNAKE_CASE_   ,   pad_token=SCREAMING_SNAKE_CASE_   ,   cls_token=SCREAMING_SNAKE_CASE_   ,   mask_token=SCREAMING_SNAKE_CASE_   ,   tokenize_chinese_chars=SCREAMING_SNAKE_CASE_   ,   strip_accents=SCREAMING_SNAKE_CASE_   ,   additional_special_tokens=(question_token,)   ,   **SCREAMING_SNAKE_CASE_   ,   )

									_UpperCAmelCase													=					json.loads(self.backend_tokenizer.normalizer.__getstate__()				)
									if (
									    pre_tok_state.get("lowercase"   ,   SCREAMING_SNAKE_CASE_				) != do_lower_case
									    or pre_tok_state.get("strip_accents"   ,   SCREAMING_SNAKE_CASE_				) != strip_accents
									):
															_UpperCAmelCase													=					getattr(SCREAMING_SNAKE_CASE_   ,   pre_tok_state.pop("type"				)				)
															_UpperCAmelCase													=					do_lower_case
															_UpperCAmelCase													=					strip_accents
															_UpperCAmelCase													=					pre_tok_class(**SCREAMING_SNAKE_CASE_				)

									_UpperCAmelCase													=					do_lower_case







			@property
			def UpperCamelCase      (	self   :      str				):




									"""simple docstring"""


									return self.convert_tokens_to_ids(self.question_token				)







			def UpperCamelCase      (	self   :      List[str]   ,   snake_case__   :      Tuple   ,   snake_case__   :      Optional[Any] = None				):




									"""simple docstring"""


									if token_ids_a is None:
															return [self.cls_token_id] + token_ids_a + [self.sep_token_id]

									_UpperCAmelCase													=					[self.cls_token_id]
									_UpperCAmelCase													=					[self.sep_token_id]
									_UpperCAmelCase													=					[self.question_token_id] + [self.convert_tokens_to_ids("."				)]
									if self.padding_side == "right":
															# Input is question-then-context
															return cls + token_ids_a + question_suffix + sep + token_ids_a + sep
									else:
															# Input is context-then-question
															return cls + token_ids_a + sep + token_ids_a + question_suffix + sep







			def UpperCamelCase      (	self   :      List[str]   ,   snake_case__   :      List[str]   ,   snake_case__   :      int = None				):




									"""simple docstring"""


									_UpperCAmelCase													=					[self.sep_token_id]
									_UpperCAmelCase													=					[self.cls_token_id]
									_UpperCAmelCase													=					[self.question_token_id] + [self.convert_tokens_to_ids("."				)]
									if token_ids_a is None:
															return len(cls + token_ids_a + sep				) * [0]

									if self.padding_side == "right":
															# Input is question-then-context
															return len(cls + token_ids_a + question_suffix + sep				) * [0] + len(token_ids_a + sep				) * [1]
									else:
															# Input is context-then-question
															return len(cls + token_ids_a + sep				) * [0] + len(token_ids_a + question_suffix + sep				) * [1]







			def UpperCamelCase      (	self   :      Any   ,   snake_case__   :      Optional[Any]   ,   snake_case__   :      Optional[int] = None				):




									"""simple docstring"""


									_UpperCAmelCase													=					self._tokenizer.model.save(SCREAMING_SNAKE_CASE_   ,   name=SCREAMING_SNAKE_CASE_				)
									return tuple(SCREAMING_SNAKE_CASE_				)










from __future__ import annotations

from collections.abc import Generator


def 							__SCREAMING_SNAKE_CASE  (      snake_case_						):

						'''simple docstring'''


						if not isinstance(snake_case_     ,   snake_case_						) or n < 1:
												raise Exception("Sequence only defined for positive integers"						)

						yield n
						while n != 1:
												if n % 2 == 0:
																		n //= 2
												else:
																		_UpperCAmelCase													=					3 * n + 1
												yield n


def 							__SCREAMING_SNAKE_CASE  (      ):

						'''simple docstring'''


						_UpperCAmelCase													=					43
						_UpperCAmelCase													=					tuple(collatz_sequence(snake_case_						)						)
						print(snake_case_						)
						print(f"""Collatz sequence from {n} took {len(snake_case_						)} steps."""						)


if __name__ == "__main__":
				main()




