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


__a  :					int          =  logging.get_logger(__name__)

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

__a  :					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",
    }
}

__a  :					int          =  {
    "tau/splinter-base": 5_1_2,
    "tau/splinter-base-qass": 5_1_2,
    "tau/splinter-large": 5_1_2,
    "tau/splinter-large-qass": 5_1_2,
}

__a  :					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        _UpperCamelCase				(						SCREAMING_SNAKE_CASE_			):


			"""simple docstring"""






			__a  :			str      			=						VOCAB_FILES_NAMES
			__a  :			List[str]      			=						PRETRAINED_VOCAB_FILES_MAP
			__a  :			List[str]      			=						PRETRAINED_INIT_CONFIGURATION
			__a  :			Tuple      			=						PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
			__a  :			Union[str, Any]      			=						SplinterTokenizer





			def __init__(       self				,       lowerCAmelCase__=None				,       lowerCAmelCase__=None				,       lowerCAmelCase__=True				,       lowerCAmelCase__="[UNK]"				,       lowerCAmelCase__="[SEP]"				,       lowerCAmelCase__="[PAD]"				,       lowerCAmelCase__="[CLS]"				,       lowerCAmelCase__="[MASK]"				,       lowerCAmelCase__="[QUESTION]"				,       lowerCAmelCase__=True				,       lowerCAmelCase__=None				,       **lowerCAmelCase__				,       )					-> List[str]:

							'''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_				,       )

							__lowercase			      =							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
							):
											__lowercase			      =							getattr(SCREAMING_SNAKE_CASE_				,       pre_tok_state.pop('''type'''						)						)
											__lowercase			      =							do_lower_case
											__lowercase			      =							strip_accents
											__lowercase			      =							pre_tok_class(**SCREAMING_SNAKE_CASE_						)

							__lowercase			      =							do_lower_case





			@property
			def 	_SCREAMING_SNAKE_CASE      (       self						)					-> Tuple:

							'''simple docstring'''


							return self.convert_tokens_to_ids(self.question_token						)





			def 	_SCREAMING_SNAKE_CASE      (       self				,       lowerCAmelCase__				,       lowerCAmelCase__ = None						)					-> List[int]:

							'''simple docstring'''


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

							__lowercase			      =							[self.cls_token_id]
							__lowercase			      =							[self.sep_token_id]
							__lowercase			      =							[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 	_SCREAMING_SNAKE_CASE      (       self				,       lowerCAmelCase__				,       lowerCAmelCase__ = None						)					-> List[int]:

							'''simple docstring'''


							__lowercase			      =							[self.sep_token_id]
							__lowercase			      =							[self.cls_token_id]
							__lowercase			      =							[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 	_SCREAMING_SNAKE_CASE      (       self				,       lowerCAmelCase__				,       lowerCAmelCase__ = None						)					-> Tuple[str]:

							'''simple docstring'''


							__lowercase			      =							self._tokenizer.model.save(SCREAMING_SNAKE_CASE_				,       name=SCREAMING_SNAKE_CASE_						)
							return tuple(SCREAMING_SNAKE_CASE_						)
__a  :					Union[str, Any]          =  [[0, 1, 1], [0, 0, 1], [1, 0, 0]]




class        _UpperCamelCase				:


			"""simple docstring"""






			def __init__(       self				,       lowerCAmelCase__						)					-> List[str]:

							'''simple docstring'''


							__lowercase			      =							name
							__lowercase			      =							[]
							__lowercase			      =							[]





			def 	_SCREAMING_SNAKE_CASE      (       self				,       lowerCAmelCase__						)					-> Union[str, Any]:

							'''simple docstring'''


							self.inbound.append(lowerCAmelCase__						)





			def 	_SCREAMING_SNAKE_CASE      (       self				,       lowerCAmelCase__						)					-> Union[str, Any]:

							'''simple docstring'''


							self.outbound.append(lowerCAmelCase__						)





			def __repr__(       self						)					-> Tuple:

							'''simple docstring'''


							return F"<node={self.name} inbound={self.inbound} outbound={self.outbound}>"





def     UpperCAmelCase						(   lowercase							,      lowercase=3							,      lowercase=0.85							):







				"""simple docstring"""



				__lowercase			      =							{}
				for node in nodes:
								__lowercase			      =							1

				__lowercase			      =							{}
				for node in nodes:
								__lowercase			      =							len(node.outbound							)

				for i in range(lowercase							):
								print(F"======= Iteration {i + 1} ======="							)
								for _, node in enumerate(lowercase							):
												__lowercase			      =							(1 - d) + d * sum(
												    ranks[ib] / outbounds[ib] for ib in node.inbound							)
								print(lowercase							)





def     UpperCAmelCase						(   ):







				"""simple docstring"""



				__lowercase			      =							list(input('''Enter Names of the Nodes: '''							).split()							)

				__lowercase			      =							[Node(lowercase							) for name in names]

				for ri, row in enumerate(lowercase							):
								for ci, col in enumerate(lowercase							):
												if col == 1:
																nodes[ci].add_inbound(names[ri]							)
																nodes[ri].add_outbound(names[ci]							)

				print('''======= Nodes ======='''							)
				for node in nodes:
								print(lowercase							)

				page_rank(lowercase							)


if __name__ == "__main__":
		main()