





'''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_splinter import SplinterTokenizer


snake_case_  :							str            =	logging.get_logger(__name__)

snake_case_  :							Union[str, Any]            =	{"vocab_file": "vocab.txt"}

snake_case_  :							List[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",
    }
}

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

snake_case_  :							Optional[Any]            =	{
    "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        __a   (lowerCamelCase  ):
							__a       : Any          =							VOCAB_FILES_NAMES
							__a       : Optional[int]          =							PRETRAINED_VOCAB_FILES_MAP
							__a       : Any          =							PRETRAINED_INIT_CONFIGURATION
							__a       : Dict          =							PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
							__a       : Optional[Any]          =							SplinterTokenizer

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







													"""simple docstring"""
													super().__init__(
													    __magic_name__							,  tokenizer_file=__magic_name__							,  do_lower_case=__magic_name__							,  unk_token=__magic_name__							,  sep_token=__magic_name__							,  pad_token=__magic_name__							,  cls_token=__magic_name__							,  mask_token=__magic_name__							,  tokenize_chinese_chars=__magic_name__							,  strip_accents=__magic_name__							,  additional_special_tokens=(question_token,)							,  **__magic_name__							,  )

													UpperCAmelCase_      :   List[Any]      =	json.loads(self.backend_tokenizer.normalizer.__getstate__() )
													if (
													    pre_tok_state.get('''lowercase'''							,  __magic_name__ ) != do_lower_case
													    or pre_tok_state.get('''strip_accents'''							,  __magic_name__ ) != strip_accents
													):
																			UpperCAmelCase_      :   List[str]      =	getattr(__magic_name__							,  pre_tok_state.pop('''type''' ) )
																			UpperCAmelCase_      :   Optional[Any]      =	do_lower_case
																			UpperCAmelCase_      :   int      =	strip_accents
																			UpperCAmelCase_      :   List[Any]      =	pre_tok_class(**__magic_name__ )

													UpperCAmelCase_      :   Optional[Any]      =	do_lower_case

							@property
							def      UpperCAmelCase__						(				self				:  Dict )       ->							Dict:







													"""simple docstring"""
													return self.convert_tokens_to_ids(self.question_token )

							def      UpperCAmelCase__						(				self				:  Union[str, Any]							,  __magic_name__				:  List[int]							,  __magic_name__				:  Optional[List[int]] = None )       ->							List[int]:







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

													UpperCAmelCase_      :   Union[str, Any]      =	[self.cls_token_id]
													UpperCAmelCase_      :   Optional[int]      =	[self.sep_token_id]
													UpperCAmelCase_      :   Optional[int]      =	[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				:  Any							,  __magic_name__				:  List[int]							,  __magic_name__				:  Optional[List[int]] = None )       ->							List[int]:







													"""simple docstring"""
													UpperCAmelCase_      :   List[str]      =	[self.sep_token_id]
													UpperCAmelCase_      :   int      =	[self.cls_token_id]
													UpperCAmelCase_      :   int      =	[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				:  List[str]							,  __magic_name__				:  str							,  __magic_name__				:  Optional[str] = None )       ->							Tuple[str]:







													"""simple docstring"""
													UpperCAmelCase_      :   Optional[Any]      =	self._tokenizer.model.save(__magic_name__							,  name=__magic_name__ )
													return tuple(__magic_name__ )






"""simple docstring"""






import os
import unittest

import pytest
from parameterized import parameterized

from transformers.testing_utils import require_torch, require_torch_gpu, slow, torch_device


# skipping in unittest tests

lowerCAmelCase__    :    Union[str, Any]			=      [(1,)]



def     a_		(   ):
				UpperCAmelCase__			 =				bool(os.getenv('RUN_SLOW'   ,     0			)			)
				if run_slow:
								assert True
				else:
								assert False, "should have been skipped"



def     a_		(   ):
				UpperCAmelCase__			 =				bool(os.getenv('RUN_SLOW'   ,     0			)			)
				if run_slow and torch_device == "cuda":
								assert True
				else:
								assert False, "should have been skipped"
@require_torch
class 							snake_case			(					unittest.TestCase							):




					"""simple docstring"""

					@slow
					@require_torch_gpu
					def 						__lowerCAmelCase		(							self  :      Optional[Any]     ):
									check_slow_torch_cuda()







					@require_torch_gpu
					@slow
					def 						__lowerCAmelCase		(							self  :      Any     ):
									check_slow_torch_cuda()







					@parameterized.expand(lowerCamelCase__     )
					@slow
					def 						__lowerCAmelCase		(							self  :      Union[str, Any]       ,lowerCamelCase__  :      str=None     ):
									check_slow()






@slow
@require_torch_gpu
def     a_		(   ):
				check_slow_torch_cuda()



@require_torch_gpu
@slow
def     a_		(   ):
				check_slow_torch_cuda()



@slow
@pytest.mark.parametrize('param'   ,     [1]			)
def     a_		(   lowerCamelCase			):
				check_slow()







@pytest.mark.parametrize('param'   ,     [1]			)
@slow
def     a_		(   lowerCamelCase			):
				check_slow()



