





from random import randint, random

def 				SCREAMING_SNAKE_CASE__							(	snake_case__	:int      ,				snake_case__	:int      ,				snake_case__	:int      ,				snake_case__	:bool = False      ,				snake_case__	:bool = False      ,				snake_case__	:int = 5      ,				)   ->    list:
  _lowercase						    =			[[-1] * number_of_cells]  # Create a highway without any car
  _lowercase						    =			0
  _lowercase						    =			max(snake_case__      ,				0  )
  while i < number_of_cells:
    _lowercase						    =			(
        randint(0      ,				snake_case__  ) if random_speed else initial_speed
    )  # Place the cars
    i += (
        randint(1      ,				max_speed * 2  ) if random_frequency else frequency
    )  # Arbitrary number, may need tuning
  return highway

def 				SCREAMING_SNAKE_CASE__							(	snake_case__	:list      ,				snake_case__	:int  )   ->    int:
  _lowercase						    =			0
  _lowercase						    =			highway_now[car_index + 1 :]
  for cell in range(len(snake_case__  )  ):  # May need a better name for this
    if cells[cell] != -1:  # If the cell is not empty then
      return distance  # we have the distance we wanted
    distance += 1
  # Here if the car is near the end of the highway
  return distance + get_distance(snake_case__      ,				-1  )

def 				SCREAMING_SNAKE_CASE__							(	snake_case__	:list      ,				snake_case__	:float      ,				snake_case__	:int  )   ->    list:
  _lowercase						    =			len(snake_case__  )
  # Beforce calculations, the highway is empty
  _lowercase						    =			[-1] * number_of_cells

  for car_index in range(snake_case__  ):
    if highway_now[car_index] != -1:
      # Add 1 to the current speed of the car and cap the speed
      _lowercase						    =			min(highway_now[car_index] + 1      ,				snake_case__  )
      # Number of empty cell before the next car
      _lowercase						    =			get_distance(snake_case__      ,				snake_case__  ) - 1
      # We can't have the car causing an accident
      _lowercase						    =			min(next_highway[car_index]      ,				snake_case__  )
      if random() < probability:
        # Randomly, a driver will slow down
        _lowercase						    =			max(next_highway[car_index] - 1      ,				0  )
  return next_highway

def 				SCREAMING_SNAKE_CASE__							(	snake_case__	:list      ,				snake_case__	:int      ,				snake_case__	:float      ,				snake_case__	:int  )   ->    list:
  _lowercase						    =			len(highway[0]  )

  for i in range(snake_case__  ):
    _lowercase						    =			update(highway[i]      ,				snake_case__      ,				snake_case__  )
    _lowercase						    =			[-1] * number_of_cells

    for car_index in range(snake_case__  ):
      _lowercase						    =			next_speeds_calculated[car_index]
      if speed != -1:
        # Change the position based on the speed (with % to create the loop)
        _lowercase						    =			(car_index + speed) % number_of_cells
        # Commit the change of position
        _lowercase						    =			speed
    highway.append(snake_case__  )

  return highway


if __name__ == "__main__":
      import doctest

      doctest.testmod()

def 	UpperCamelCase__  (     SCREAMING_SNAKE_CASE_	:	list[int]		,   SCREAMING_SNAKE_CASE_	:	int       )  ->     bool:
						_lowercase					       =					len(SCREAMING_SNAKE_CASE_       )
						_lowercase					       =					[[False] * (required_sum + 1) for _ in range(arr_len + 1       )]

						# for each arr value, a sum of zero(0) can be formed by not taking any element
						# hence True/1
						for i in range(arr_len + 1       ):
												_lowercase					       =					True

						# sum is not zero and set is empty then false
						for i in range(1		,   required_sum + 1       ):
												_lowercase					       =					False

						for i in range(1		,   arr_len + 1       ):
												for j in range(1		,   required_sum + 1       ):
																		if arr[i - 1] > j:
																								_lowercase					       =					subset[i - 1][j]
																		if arr[i - 1] <= j:
																								_lowercase					       =					subset[i - 1][j] or subset[i - 1][j - arr[i - 1]]

						return subset[arr_len][required_sum]


if __name__ == "__main__":
		import doctest

		doctest.testmod()