






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


lowerCamelCase       :       Union[str, Any]        =				generate_large_matrix()
lowerCamelCase       :       Union[str, Any]        =				(
    [[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 					snake_case_						(   lowerCAmelCase_				:  list[list[int]]					):
							assert all(row == sorted(lowerCAmelCase_				,				reverse=lowerCAmelCase_					) for row in grid					)
							assert all(list(lowerCAmelCase_					) == sorted(lowerCAmelCase_				,				reverse=lowerCAmelCase_					) for col in zip(*lowerCAmelCase_					)					)
def 					snake_case_						(   lowerCAmelCase_				:  list[int]					):
							__lowercase					:							Tuple			=   0
							__lowercase					:							List[Any]			=   len(lowerCAmelCase_					) - 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:
														__lowercase					:							List[str]			=   (left + right) // 2
														__lowercase					:							int			=   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:
																					__lowercase					:							Any			=   mid + 1
														else:
																					__lowercase					:							Any			=   mid - 1
    # No negative numbers so return the last index of the array + 1 which is the length.
							return len(lowerCAmelCase_					)
def 					snake_case_						(   lowerCAmelCase_				:  list[list[int]]					):
							__lowercase					:							List[Any]			=   0
							__lowercase					:							Optional[int]			=   len(grid[0]					)

							for i in range(len(lowerCAmelCase_					)					):
														__lowercase					:							List[str]			=   find_negative_index(grid[i][:bound]					)
														total += bound
							return (len(lowerCAmelCase_					) * len(grid[0]					)) - total
def 					snake_case_						(   lowerCAmelCase_				:  list[list[int]]					):
							return len([number for row in grid for number in row if number < 0]					)
def 					snake_case_						(   lowerCAmelCase_				:  list[list[int]]					):
							__lowercase					:							Dict			=   0
							for row in grid:
														for i, number in enumerate(lowerCAmelCase_					):
																					if number < 0:
																												total += len(lowerCAmelCase_					) - i
																												break
							return total
def 					snake_case_						(   ):
							from timeit import timeit

							print("""Running benchmarks"""					)
							__lowercase					:							Any			=   (
							    """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
							):
														__lowercase					:							Tuple			=   timeit(F"{func}(grid=grid)"				,				setup=lowerCAmelCase_				,				number=500					)
														print(F"{func}() took {time:0.4f} seconds"					)


if __name__ == "__main__":
	import doctest

	doctest.testmod()
	benchmark()







import secrets
from random import shuffle
from string import ascii_letters, ascii_lowercase, ascii_uppercase, digits, punctuation
def 					snake_case_						(   lowerCAmelCase_				:  int = 8					):
							__lowercase					:							str			=   ascii_letters + digits + punctuation
							return "".join(secrets.choice(lowerCAmelCase_					) for _ in range(lowerCAmelCase_					)					)
def 					snake_case_						(   lowerCAmelCase_				:  str				,				lowerCAmelCase_				:  int					):
							# Password Generator = full boot with random_number, random_letters, and
							# random_character FUNCTIONS
							# Put your code here...
							i -= len(lowerCAmelCase_					)
							__lowercase					:							List[Any]			=   i // 3
							__lowercase					:							int			=   i % 3
							# chars = chars_incl + random_letters(ascii_letters, i / 3 + remainder) +
							#     random_number(digits, i / 3) + random_characters(punctuation, i / 3)
							__lowercase					:							str			=   (
							    chars_incl
							    + random(lowerCAmelCase_				,				quotient + remainder					)
							    + random(lowerCAmelCase_				,				lowerCAmelCase_					)
							    + random(lowerCAmelCase_				,				lowerCAmelCase_					)
							)
							__lowercase					:							int			=   list(lowerCAmelCase_					)
							shuffle(lowerCAmelCase_					)
							return "".join(lowerCAmelCase_					)

							# random is a generalised function for letters, characters and numbers
def 					snake_case_						(   lowerCAmelCase_				:  str				,				lowerCAmelCase_				:  int					):
							return "".join(secrets.choice(lowerCAmelCase_					) for _ in range(lowerCAmelCase_					)					)
def 					snake_case_						(   lowerCAmelCase_				:  Optional[Any]				,				lowerCAmelCase_				:  int					):
							pass  # Put your code here...
def 					snake_case_						(   lowerCAmelCase_				:  Union[str, Any]				,				lowerCAmelCase_				:  List[Any]					):
							pass  # Put your code here...
def 					snake_case_						(   lowerCAmelCase_				:  Dict				,				lowerCAmelCase_				:  Optional[int]					):
							pass  # Put your code here...
def 					snake_case_						(   lowerCAmelCase_				:  str				,				lowerCAmelCase_				:  int = 8					):

							if len(lowerCAmelCase_					) < min_length:
														# Your Password must be at least 8 characters long
														return False

							__lowercase					:							Tuple			=   any(char in ascii_uppercase for char in password					)
							__lowercase					:							Union[str, Any]			=   any(char in ascii_lowercase for char in password					)
							__lowercase					:							Dict			=   any(char in digits for char in password					)
							__lowercase					:							Tuple			=   any(char in punctuation for char in password					)

							return upper and lower and num and spec_char
							# Passwords should contain UPPERCASE, lowerase
							# numbers, and special characters
def 					snake_case_						(   ):
							__lowercase					:							Union[str, Any]			=   int(input("""Please indicate the max length of your password: """					).strip()					)
							__lowercase					:							List[str]			=   input(
							    """Please indicate the characters that must be in your password: """					).strip()
							print("""Password generated:"""				,				password_generator(lowerCAmelCase_					)					)
							print(
							    """Alternative Password generated:"""				,				alternative_password_generator(lowerCAmelCase_				,				lowerCAmelCase_					)				,				)
							print("""[If you are thinking of using this passsword, You better save it.]"""					)


if __name__ == "__main__":
	main()