def __init__(self, simulator, sim_params):
"""Instantiate a Flow kernel object.
Parameters
----------
simulator : str
simulator type, must be one of {"traci"}
sim_params : flow.core.params.SimParams
simulation-specific parameters
Raises
------
flow.utils.exceptions.FatalFlowError
if the specified input simulator is not a valid type
"""
self.kernel_api = None
if simulator == "traci":
self.simulation = TraCISimulation(self)
self.network = TraCIKernelNetwork(self, sim_params)
self.vehicle = TraCIVehicle(self, sim_params)
self.traffic_light = TraCITrafficLight(self)
elif simulator == 'aimsun':
self.simulation = AimsunKernelSimulation(self)
self.network = AimsunKernelNetwork(self, sim_params)
self.vehicle = AimsunKernelVehicle(self, sim_params)
self.traffic_light = AimsunKernelTrafficLight(self)
else:
raise FatalFlowError(
'Simulator type "{}" is not valid.'.format(simulator))
def __init__(self,
simulator,
sim_params,
observation_list=None,
monitor_rl=False):
"""Instantiate a Flow kernel object.
Parameters
----------
simulator : str
simulator type, must be one of {"traci"}
sim_params : flow.core.params.SimParams
simulation-specific parameters
observation_list : list
optional arguments to be specified when
certain observations wish to be monitored
monitor_rl : bool
Enable/Disable subscribing to RL vehicles only
Raises
------
flow.utils.exceptions.FatalFlowError
if the specified input simulator is not a valid type
"""
self.kernel_api = None
if simulator == "traci":
self.simulation = TraCISimulation(self)
self.scenario = TraCIScenario(self, sim_params)
if observation_list:
self.vehicle = TraCIVehicle(self,
sim_params=sim_params,
observation_list=observation_list,
monitor_rl=monitor_rl)
else:
self.vehicle = TraCIVehicle(self,
sim_params=sim_params,
monitor_rl=monitor_rl)
self.traffic_light = TraCITrafficLight(self)
elif simulator == 'aimsun':
self.simulation = AimsunKernelSimulation(self)
self.scenario = AimsunKernelScenario(self, sim_params)
self.vehicle = AimsunKernelVehicle(self, sim_params)
self.traffic_light = AimsunKernelTrafficLight(self)
else:
raise FatalFlowError(
'Simulator type "{}" is not valid.'.format(simulator))
class Kernel(object):
"""Kernel for abstract function calling across traffic simulator APIs.
The kernel contains four different subclasses for distinguishing between
the various components of a traffic simulator.
* simulation: controls starting, loading, saving, advancing, and resetting
a simulation in Flow (see flow/core/kernel/simulation/base.py)
* network: stores network-specific information (see
flow/core/kernel/network/base.py)
* vehicle: stores and regularly updates vehicle-specific information. At
times, this class is optimized to efficiently collect information from
the simulator (see flow/core/kernel/vehicle/base.py).
* traffic_light: stores and regularly updates traffic light-specific
information (see flow/core/kernel/traffic_light/base.py).
The above kernel subclasses are designed specifically to support
simulator-agnostic state information calling. For example, if you would
like to collect the vehicle speed of a specific vehicle, then simply type:
>>> k = Kernel(simulator="...") # a kernel for some simulator type
>>> veh_id = "..." # some vehicle ID
>>> speed = k.vehicle.get_speed(veh_id)
In addition, these subclasses support sending commands to the simulator via
its API. For example, in order to assign a specific vehicle a target
acceleration, type:
>>> k = Kernel(simulator="...") # a kernel for some simulator type
>>> veh_id = "..." # some vehicle ID
>>> k.vehicle.apply_acceleration(veh_id)
These subclasses can be modified and recycled to support various different
traffic simulators, e.g. SUMO, AIMSUN, TruckSim, etc...
"""
def __init__(self, simulator, sim_params):
"""Instantiate a Flow kernel object.
Parameters
----------
simulator : str
simulator type, must be one of {"traci"}
sim_params : flow.core.params.SimParams
simulation-specific parameters
Raises
------
flow.utils.exceptions.FatalFlowError
if the specified input simulator is not a valid type
"""
self.kernel_api = None
if simulator == "traci":
self.simulation = TraCISimulation(self)
self.network = TraCIKernelNetwork(self, sim_params)
self.vehicle = TraCIVehicle(self, sim_params)
self.traffic_light = TraCITrafficLight(self)
elif simulator == 'aimsun':
self.simulation = AimsunKernelSimulation(self)
self.network = AimsunKernelNetwork(self, sim_params)
self.vehicle = AimsunKernelVehicle(self, sim_params)
self.traffic_light = AimsunKernelTrafficLight(self)
else:
raise FatalFlowError(
'Simulator type "{}" is not valid.'.format(simulator))
def pass_api(self, kernel_api):
"""Pass the kernel API to all kernel subclasses."""
self.kernel_api = kernel_api
self.simulation.pass_api(kernel_api)
self.network.pass_api(kernel_api)
self.vehicle.pass_api(kernel_api)
self.traffic_light.pass_api(kernel_api)
def update(self, reset):
"""Update the kernel subclasses after a simulation step.
This is meant to support optimizations in the performance of some
simulators. For example, this step allows the vehicle subclass in the
"traci" simulator uses the ``update`` method to collect and store
subscription information.
Parameters
----------
reset : bool
specifies whether the simulator was reset in the last simulation
step
"""
self.vehicle.update(reset)
self.traffic_light.update(reset)
self.network.update(reset)
self.simulation.update(reset)
def close(self):
"""Terminate all components within the simulation and network."""
self.network.close()
self.simulation.close()
self.traffic_light.close()
self.vehicle.close()
@property
def scenario(self):
"""Return network for this deprecated method."""
warnings.simplefilter('always', PendingDeprecationWarning)
warnings.warn(
"self.k.scenario will be deprecated in a future release. Please "
"use self.k.network instead.", PendingDeprecationWarning)
return self.network