



from random import randint, random


def A						(       __UpperCamelCase ,	__UpperCamelCase ,	__UpperCamelCase ,	__UpperCamelCase = False ,	__UpperCamelCase = False ,	__UpperCamelCase = 5 ,	)						->      list:
			A__       =    [[-1] * number_of_cells]  # Create a highway without any car
			A__       =    0
			A__       =    max(__UpperCamelCase ,	0					)
			while i < number_of_cells:
						A__       =    (
						    randint(0 ,	__UpperCamelCase					) 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 A						(       __UpperCamelCase ,	__UpperCamelCase					)						->      int:
			A__       =    0
			A__       =    highway_now[car_index + 1 :]
			for cell in range(len(__UpperCamelCase					)					):  # 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(__UpperCamelCase ,	-1					)


def A						(       __UpperCamelCase ,	__UpperCamelCase ,	__UpperCamelCase					)						->      list:
			A__       =    len(__UpperCamelCase					)
			# Beforce calculations, the highway is empty
			A__       =    [-1] * number_of_cells

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


def A						(       __UpperCamelCase ,	__UpperCamelCase ,	__UpperCamelCase ,	__UpperCamelCase					)						->      list:
			A__       =    len(highway[0]					)

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

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

			return highway


if __name__ == "__main__":
							import doctest

							doctest.testmod()









from typing import TYPE_CHECKING

from ..utils import _LazyModule


SCREAMING_SNAKE_CASE__       =      {
    '''config''': [
        '''EXTERNAL_DATA_FORMAT_SIZE_LIMIT''',
        '''OnnxConfig''',
        '''OnnxConfigWithPast''',
        '''OnnxSeq2SeqConfigWithPast''',
        '''PatchingSpec''',
    ],
    '''convert''': ['''export''', '''validate_model_outputs'''],
    '''features''': ['''FeaturesManager'''],
    '''utils''': ['''ParameterFormat''', '''compute_serialized_parameters_size'''],
}


if TYPE_CHECKING:
							from .config import (
							    EXTERNAL_DATA_FORMAT_SIZE_LIMIT,
							    OnnxConfig,
							    OnnxConfigWithPast,
							    OnnxSeqaSeqConfigWithPast,
							    PatchingSpec,
							)
							from .convert import export, validate_model_outputs
							from .features import FeaturesManager
							from .utils import ParameterFormat, compute_serialized_parameters_size

else:
							import sys

							SCREAMING_SNAKE_CASE__       =      _LazyModule(__name__, globals()['''__file__'''], _import_structure, module_spec=__spec__)




