

import json
from typing import List, Optional, Tuple

from tokenizers import normalizers

from ....tokenization_utils_fast import PreTrainedTokenizerFast
from ....utils import logging
from .tokenization_retribert import RetriBertTokenizer


_a:    Dict 							=			logging.get_logger(__name__)

_a:    Tuple 							=			{"""vocab_file""": """vocab.txt""", """tokenizer_file""": """tokenizer.json"""}

_a:    List[str] 							=			{
    """vocab_file""": {
        """yjernite/retribert-base-uncased""": (
            """https://huggingface.co/yjernite/retribert-base-uncased/resolve/main/vocab.txt"""
        ),
    },
    """tokenizer_file""": {
        """yjernite/retribert-base-uncased""": (
            """https://huggingface.co/yjernite/retribert-base-uncased/resolve/main/tokenizer.json"""
        ),
    },
}

_a:    str 							=			{
    """yjernite/retribert-base-uncased""": 512,
}


_a:    List[str] 							=			{
    """yjernite/retribert-base-uncased""": {"""do_lower_case""": True},
}

class 						__UpperCamelCase    (					lowercase						):
	SCREAMING_SNAKE_CASE__    				=     VOCAB_FILES_NAMES
	SCREAMING_SNAKE_CASE__    				=     PRETRAINED_VOCAB_FILES_MAP
	SCREAMING_SNAKE_CASE__    				=     PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
	SCREAMING_SNAKE_CASE__    				=     PRETRAINED_INIT_CONFIGURATION
	SCREAMING_SNAKE_CASE__    				=     RetriBertTokenizer
	SCREAMING_SNAKE_CASE__    				=     ['input_ids', 'attention_mask']




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


		'''simple docstring'''







		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		,	)

		UpperCAmelCase_       				=			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
		):
			UpperCAmelCase_       				=			getattr(lowerCAmelCase		,	normalizer_state.pop("type"							)							)
			UpperCAmelCase_       				=			do_lower_case
			UpperCAmelCase_       				=			strip_accents
			UpperCAmelCase_       				=			tokenize_chinese_chars
			UpperCAmelCase_       				=			normalizer_class(**lowerCAmelCase							)

		UpperCAmelCase_       				=			do_lower_case




	def       __A					(		self	:						Tuple		,	lowerCAmelCase	:						Union[str, Any]		,	lowerCAmelCase	:						int=None							):


		'''simple docstring'''







		UpperCAmelCase_       				=			[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       __A					(		self	:						Dict		,	lowerCAmelCase	:						List[int]		,	lowerCAmelCase	:						Optional[List[int]] = None							):


		'''simple docstring'''







		UpperCAmelCase_       				=			[self.sep_token_id]
		UpperCAmelCase_       				=			[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       __A					(		self	:						int		,	lowerCAmelCase	:						str		,	lowerCAmelCase	:						Optional[str] = None							):


		'''simple docstring'''







		UpperCAmelCase_       				=			self._tokenizer.model.save(lowerCAmelCase		,	name=lowerCAmelCase							)
		return tuple(lowerCAmelCase							)







def       __lowerCAmelCase      (						A    ):
	UpperCAmelCase_       				=			generate_pascal_triangle(A    )
	for row_idx in range(A    ):
		# Print left spaces
		for _ in range(num_rows - row_idx - 1    ):
			print(end=" "    )
		# Print row values
		for col_idx in range(row_idx + 1    ):
			if col_idx != row_idx:
				print(triangle[row_idx][col_idx]       ,     end=" "    )
			else:
				print(triangle[row_idx][col_idx]       ,     end=""    )
		print()



def       __lowerCAmelCase      (						A    ):

	if not isinstance(A       ,     A    ):
		raise TypeError("The input value of 'num_rows' should be 'int'"    )

	if num_rows == 0:
		return []
	elif num_rows < 0:
		raise ValueError(
		    "The input value of 'num_rows' should be greater than or equal to 0"    )

	UpperCAmelCase_       				=			[]
	for current_row_idx in range(A    ):
		UpperCAmelCase_       				=			populate_current_row(A       ,     A    )
		triangle.append(A    )
	return triangle



def       __lowerCAmelCase      (						A       ,     A    ):
	UpperCAmelCase_       				=			[-1] * (current_row_idx + 1)
	# first and last elements of current row are equal to 1
	UpperCAmelCase_				,   UpperCAmelCase_       				=			1, 1
	for current_col_idx in range(1       ,     A    ):
		calculate_current_element(
		    A       ,     A       ,     A       ,     A    )
	return current_row



def       __lowerCAmelCase      (						A       ,     A       ,     A       ,     A       ,     ):
	UpperCAmelCase_       				=			triangle[current_row_idx - 1][current_col_idx - 1]
	UpperCAmelCase_       				=			triangle[current_row_idx - 1][current_col_idx]
	UpperCAmelCase_       				=			above_to_left_elt + above_to_right_elt



def       __lowerCAmelCase      (						A    ):

	if not isinstance(A       ,     A    ):
		raise TypeError("The input value of 'num_rows' should be 'int'"    )

	if num_rows == 0:
		return []
	elif num_rows < 0:
		raise ValueError(
		    "The input value of 'num_rows' should be greater than or equal to 0"    )

	UpperCAmelCase_       				=			[[1]]

	for row_index in range(1       ,     A    ):
		UpperCAmelCase_       				=			[0] + result[-1] + [0]
		UpperCAmelCase_       				=			row_index + 1
		# Calculate the number of distinct elements in a row
		UpperCAmelCase_       				=			sum(divmod(A       ,     2    )    )
		UpperCAmelCase_       				=			[
		    temp_row[i - 1] + temp_row[i] for i in range(1       ,     distinct_elements + 1    )
		]
		UpperCAmelCase_       				=			row_first_half[: (row_index + 1) // 2]
		row_second_half.reverse()
		UpperCAmelCase_       				=			row_first_half + row_second_half
		result.append(A    )

	return result



def       __lowerCAmelCase      (						):
	from collections.abc import Callable
	from timeit import timeit

	def benchmark_a_function(A       ,     A    ) -> None:
		UpperCAmelCase_       				=			F"{func.__name__}({value})"
		UpperCAmelCase_       				=			timeit(F"__main__.{call}"       ,     setup="import __main__"    )
		# print(f"{call:38} = {func(value)} -- {timing:.4f} seconds")
		print(F"{call:38} -- {timing:.4f} seconds"    )

	for value in range(15    ):  # (1, 7, 14):
		for func in (generate_pascal_triangle, generate_pascal_triangle_optimized):
			benchmark_a_function(A       ,     A    )
		print()


if __name__ == "__main__":
				import doctest

				doctest.testmod()
				benchmark()