
'''simple docstring'''







def 			_a		(	):
						return [list(range(1000 - i	,			-1000 - i	,			-1  )  ) for i in range(1000  )]


_snake_case				:   Tuple     =				generate_large_matrix()
_snake_case				:   Optional[int]     =				(
    [[4, 3, 2, -1], [3, 2, 1, -1], [1, 1, -1, -2], [-1, -1, -2, -3]],
    [[3, 2], [1, 0]],
    [[7, 7, 6]],
    [[7, 7, 6], [-1, -2, -3]],
    grid,
)



def 			_a		(	_SCREAMING_SNAKE_CASE		:   list[list[int]]  ):
						assert all(row == sorted(_SCREAMING_SNAKE_CASE	,			reverse=_SCREAMING_SNAKE_CASE  ) for row in grid  )
						assert all(list(_SCREAMING_SNAKE_CASE  ) == sorted(_SCREAMING_SNAKE_CASE	,			reverse=_SCREAMING_SNAKE_CASE  ) for col in zip(*_SCREAMING_SNAKE_CASE  )  )



def 			_a		(	_SCREAMING_SNAKE_CASE		:   list[int]  ):
						_SCREAMING_SNAKE_CASE				= 0
						_SCREAMING_SNAKE_CASE				= len(_SCREAMING_SNAKE_CASE  ) - 1

						# Edge cases such as no values or all numbers are negative.
						if not array or array[0] < 0:
												return 0

						while right + 1 > left:
												_SCREAMING_SNAKE_CASE				= (left + right) // 2
												_SCREAMING_SNAKE_CASE				= array[mid]

												# Num must be negative and the index must be greater than or equal to 0.
												if num < 0 and array[mid - 1] >= 0:
																		return mid

												if num >= 0:
																		_SCREAMING_SNAKE_CASE				= mid + 1
												else:
																		_SCREAMING_SNAKE_CASE				= mid - 1
    # No negative numbers so return the last index of the array + 1 which is the length.
						return len(_SCREAMING_SNAKE_CASE  )



def 			_a		(	_SCREAMING_SNAKE_CASE		:   list[list[int]]  ):
						_SCREAMING_SNAKE_CASE				= 0
						_SCREAMING_SNAKE_CASE				= len(grid[0]  )

						for i in range(len(_SCREAMING_SNAKE_CASE  )  ):
												_SCREAMING_SNAKE_CASE				= find_negative_index(grid[i][:bound]  )
												total += bound
						return (len(_SCREAMING_SNAKE_CASE  ) * len(grid[0]  )) - total



def 			_a		(	_SCREAMING_SNAKE_CASE		:   list[list[int]]  ):
						return len([number for row in grid for number in row if number < 0]  )



def 			_a		(	_SCREAMING_SNAKE_CASE		:   list[list[int]]  ):
						_SCREAMING_SNAKE_CASE				= 0
						for row in grid:
												for i, number in enumerate(_SCREAMING_SNAKE_CASE  ):
																		if number < 0:
																								total += len(_SCREAMING_SNAKE_CASE  ) - i
																								break
						return total



def 			_a		(	):
						from timeit import timeit

						print("Running benchmarks"  )
						_SCREAMING_SNAKE_CASE				= (
						    "from __main__ import count_negatives_binary_search, "
						    "count_negatives_brute_force, count_negatives_brute_force_with_break, grid"
						)
						for func in (
						    "count_negatives_binary_search",  # took 0.7727 seconds
						    "count_negatives_brute_force_with_break",  # took 4.6505 seconds
						    "count_negatives_brute_force",  # took 12.8160 seconds
						):
												_SCREAMING_SNAKE_CASE				= timeit(F'{func}(grid=grid)'	,			setup=_SCREAMING_SNAKE_CASE	,			number=500  )
												print(F'{func}() took {time:0.4f} seconds'  )


if __name__ == "__main__":
						import doctest

						doctest.testmod()
						benchmark()

'''simple docstring'''







import os
import unittest

from transformers import LayoutLMTokenizer, LayoutLMTokenizerFast
from transformers.models.layoutlm.tokenization_layoutlm import VOCAB_FILES_NAMES
from transformers.testing_utils import require_tokenizers

from ...test_tokenization_common import TokenizerTesterMixin


@require_tokenizers
class 			lowerCAmelCase (				__UpperCAmelCase		,     unittest.TestCase			):
		a							:					int       =					LayoutLMTokenizer
		a							:					Optional[int]       =					LayoutLMTokenizerFast
		a							:					Optional[int]       =					True
		a							:					Any       =					True




		def     lowercase       (				self      ):
								super().setUp()

								_SCREAMING_SNAKE_CASE				= [
								    "[UNK]",
								    "[CLS]",
								    "[SEP]",
								    "want",
								    "##want",
								    "##ed",
								    "wa",
								    "un",
								    "runn",
								    "##ing",
								    ",",
								    "low",
								    "lowest",
								]
								_SCREAMING_SNAKE_CASE				= os.path.join(self.tmpdirname					,						VOCAB_FILES_NAMES["vocab_file"]      )
								with open(self.vocab_file					,						"w"					,						encoding="utf-8"      ) as vocab_writer:
														vocab_writer.write("".join([x + "\n" for x in vocab_tokens]      )      )




		def     lowercase       (				self					,						**UpperCamelCase      ):
								return LayoutLMTokenizer.from_pretrained(self.tmpdirname					,						**UpperCamelCase      )




		def     lowercase       (				self					,						UpperCamelCase      ):
								_SCREAMING_SNAKE_CASE				= "UNwant\u00E9d,running"
								_SCREAMING_SNAKE_CASE				= "unwanted, running"
								return input_text, output_text




		def     lowercase       (				self      ):
								_SCREAMING_SNAKE_CASE				= self.tokenizer_class(self.vocab_file      )

								_SCREAMING_SNAKE_CASE				= tokenizer.tokenize("UNwant\u00E9d,running"      )
								self.assertListEqual(UpperCamelCase					,						["un", "##want", "##ed", ",", "runn", "##ing"]      )
								self.assertListEqual(tokenizer.convert_tokens_to_ids(UpperCamelCase      )					,						[7, 4, 5, 10, 8, 9]      )




		def     lowercase       (				self      ):
								pass