def data_sample(self):
self.prof = Profiler()
self.cur_time = sec_since_boot()
# first read can and compute car states
self.CS = self.CI.update()
self.prof.checkpoint("CarInterface")
# *** thermal checking logic ***
# thermal data, checked every second
td = messaging.recv_sock(self.thermal)
if td is not None:
# Check temperature.
self.overtemp = any(
t > 950
for t in (td.thermal.cpu0, td.thermal.cpu1, td.thermal.cpu2,
td.thermal.cpu3, td.thermal.mem, td.thermal.gpu))
# under 15% of space free
self.free_space = td.thermal.freeSpace
# read calibration status
cal = messaging.recv_sock(self.cal)
if cal is not None:
self.cal_status = cal.liveCalibration.calStatus
self.cal_perc = cal.liveCalibration.calPerc
def __init__(self, CP):
self.kegman = kegman_conf(CP)
self.kegtime_prev = 0
self.profiler = Profiler(False, 'LaC')
self.frame = 0
self.pid = PIController((CP.lateralTuning.pid.kpBP, CP.lateralTuning.pid.kpV),
(CP.lateralTuning.pid.kiBP, CP.lateralTuning.pid.kiV),
k_f=CP.lateralTuning.pid.kf)
self.angle_steers_des = 0.
self.polyReact = 1.
self.poly_damp = 0
self.poly_factor = CP.lateralTuning.pid.polyFactor
self.poly_scale = CP.lateralTuning.pid.polyScale
self.path_error_comp = 0.0
self.damp_angle_steers = 0.
self.damp_angle_rate = 0.
self.damp_steer = 0.1
self.react_steer = 0.01
self.react_mpc = 0.0
self.damp_mpc = 0.25
self.angle_ff_ratio = 0.0
self.angle_ff_gain = 1.0
self.rate_ff_gain = CP.lateralTuning.pid.rateFFGain
self.angle_ff_bp = [[0.5, 5.0],[0.0, 1.0]]
self.lateral_offset = 0.0
self.previous_integral = 0.0
self.damp_angle_steers= 0.0
self.damp_rate_steers_des = 0.0
self.damp_angle_steers_des = 0.0
self.limited_damp_angle_steers_des = 0.0
self.old_plan_count = 0
self.last_plan_time = 0
self.lane_change_adjustment = 1.0
self.angle_index = 0.
self.avg_plan_age = 0.
self.min_index = 0
self.max_index = 0
self.prev_angle_steers = 0.
self.c_prob = 0.
self.deadzone = 0.
self.starting_angle = 0.
self.projected_lane_error = 0.
self.prev_projected_lane_error = 0.
self.path_index = None #np.arange((30.))*100.0/15.0
self.angle_rate_des = 0.0 # degrees/sec, rate dynamically limited by accel_limit
self.fast_angles = [[]]
self.center_angles = []
self.live_tune(CP)
self.react_index = 0.0
self.next_params_put = 36000
self.zero_poly_crossed = 0
self.zero_steer_crossed = 0
try:
params = Params()
lateral_params = params.get("LateralGain")
lateral_params = json.loads(lateral_params)
self.angle_ff_gain = max(1.0, float(lateral_params['angle_ff_gain']))
except:
self.angle_ff_gain = 1.0
def __init__(self, sm=None, pm=None, can_sock=None, arne_sm=None):
gc.disable()
set_realtime_priority(53)
set_core_affinity(3)
# Setup sockets
self.pm = pm
if self.pm is None:
self.pm = messaging.PubMaster(['sendcan', 'controlsState', 'carState',
'carControl', 'carEvents', 'carParams'])
self.sm = sm
if self.sm is None:
self.sm = messaging.SubMaster(['thermal', 'health', 'frame', 'model', 'liveCalibration',
'dMonitoringState', 'plan', 'pathPlan', 'liveLocationKalman', 'radarState'])
self.arne_sm = arne_sm
if self.arne_sm is None:
self.arne_sm = messaging_arne.SubMaster(['arne182Status', 'dynamicFollowButton', 'trafficModelEvent', 'modelLongButton' ])
self.op_params = opParams()
self.df_manager = dfManager(self.op_params)
self.hide_auto_df_alerts = self.op_params.get('hide_auto_df_alerts')
self.traffic_light_alerts = self.op_params.get('traffic_light_alerts')
self.last_model_long = False
self.can_sock = can_sock
if can_sock is None:
can_timeout = None if os.environ.get('NO_CAN_TIMEOUT', False) else 100
self.can_sock = messaging.sub_sock('can', timeout=can_timeout)
# wait for one health and one CAN packet
hw_type = messaging.recv_one(self.sm.sock['health']).health.hwType
has_relay = hw_type in [HwType.blackPanda, HwType.uno, HwType.dos]
print("Waiting for CAN messages...")
messaging.get_one_can(self.can_sock)
self.CI, self.CP = get_car(self.can_sock, self.pm.sock['sendcan'], has_relay)
# read params
params = Params()
self.is_metric = params.get("IsMetric", encoding='utf8') == "1"
self.is_ldw_enabled = params.get("IsLdwEnabled", encoding='utf8') == "1"
internet_needed = (params.get("Offroad_ConnectivityNeeded", encoding='utf8') is not None) and (params.get("DisableUpdates") != b"1")
community_feature_toggle = params.get("CommunityFeaturesToggle", encoding='utf8') == "1"
openpilot_enabled_toggle = params.get("OpenpilotEnabledToggle", encoding='utf8') == "1"
passive = params.get("Passive", encoding='utf8') == "1" or \
internet_needed or not openpilot_enabled_toggle
# detect sound card presence and ensure successful init
#sounds_available = not ANDROID or get_sound_card_online()
car_recognized = self.CP.carName != 'mock'
# If stock camera is disconnected, we loaded car controls and it's not dashcam mode
controller_available = self.CP.enableCamera and self.CI.CC is not None and not passive
community_feature_disallowed = self.CP.communityFeature and not community_feature_toggle
self.read_only = not car_recognized or not controller_available or \
self.CP.dashcamOnly or community_feature_disallowed
if self.read_only:
self.CP.safetyModel = car.CarParams.SafetyModel.noOutput
# Write CarParams for radard and boardd safety mode
cp_bytes = self.CP.to_bytes()
params.put("CarParams", cp_bytes)
put_nonblocking("CarParamsCache", cp_bytes)
put_nonblocking("LongitudinalControl", "1" if self.CP.openpilotLongitudinalControl else "0")
if self.CP.openpilotLongitudinalControl and self.CP.safetyModel in [car.CarParams.SafetyModel.hondaBoschGiraffe, car.CarParams.SafetyModel.hondaBoschHarness]:
disable_radar(can_sock, pm.sock['sendcan'], 1 if has_relay else 0, timeout=1, retry=10)
self.CC = car.CarControl.new_message()
self.AM = AlertManager()
self.events = Events()
self.eventsArne182 = Events_arne182()
self.LoC = LongControl(self.CP, self.CI.compute_gb)
self.VM = VehicleModel(self.CP)
if self.CP.lateralTuning.which() == 'pid':
self.LaC = LatControlPID(self.CP)
elif self.CP.lateralTuning.which() == 'indi':
self.LaC = LatControlINDI(self.CP)
elif self.CP.lateralTuning.which() == 'lqr':
self.LaC = LatControlLQR(self.CP)
self.state = State.disabled
self.enabled = False
self.active = False
self.can_rcv_error = False
self.soft_disable_timer = 0
self.v_cruise_kph = 255
self.v_cruise_kph_last = 0
self.mismatch_counter = 0
self.can_error_counter = 0
self.last_blinker_frame = 0
self.last_ldw_frame = 0
self.saturated_count = 0
self.distance_traveled_now = 0
if not travis:
self.distance_traveled = float(params.get("DistanceTraveled", encoding='utf8'))
self.distance_traveled_engaged = float(params.get("DistanceTraveledEngaged", encoding='utf8'))
self.distance_traveled_override = float(params.get("DistanceTraveledOverride", encoding='utf8'))
else:
self.distance_traveled = 0
self.distance_traveled_engaged = 0
self.distance_traveled_override = 0
self.distance_traveled_frame = 0
self.events_prev = []
self.current_alert_types = [ET.PERMANENT]
self.sm['liveCalibration'].calStatus = Calibration.INVALID
self.sm['thermal'].freeSpace = 1.
self.sm['dMonitoringState'].events = []
self.sm['dMonitoringState'].awarenessStatus = 1.
self.sm['dMonitoringState'].faceDetected = False
self.startup_event = get_startup_event(car_recognized, controller_available)
#if not sounds_available:
# self.events.add(EventName.soundsUnavailable, static=True)
if internet_needed:
self.events.add(EventName.internetConnectivityNeeded, static=True)
if community_feature_disallowed:
self.events.add(EventName.communityFeatureDisallowed, static=True)
if self.read_only and not passive:
self.events.add(EventName.carUnrecognized, static=True)
if hw_type == HwType.whitePanda:
self.events.add(EventName.whitePandaUnsupported, static=True)
# controlsd is driven by can recv, expected at 100Hz
self.rk = Ratekeeper(100, print_delay_threshold=None)
self.prof = Profiler(False) # off by default
class Controls:
def __init__(self, sm=None, pm=None, can_sock=None):
config_realtime_process(3, Priority.CTRL_HIGH)
# Setup sockets
self.pm = pm
if self.pm is None:
self.pm = messaging.PubMaster(['sendcan', 'controlsState', 'carState',
'carControl', 'carEvents', 'carParams'])
self.sm = sm
if self.sm is None:
self.sm = messaging.SubMaster(['thermal', 'health', 'model', 'liveCalibration',
'dMonitoringState', 'plan', 'pathPlan', 'liveLocationKalman'])
self.can_sock = can_sock
if can_sock is None:
can_timeout = None if os.environ.get('NO_CAN_TIMEOUT', False) else 100
self.can_sock = messaging.sub_sock('can', timeout=can_timeout)
# wait for one health and one CAN packet
hw_type = messaging.recv_one(self.sm.sock['health']).health.hwType
has_relay = hw_type in [HwType.blackPanda, HwType.uno, HwType.dos]
print("Waiting for CAN messages...")
get_one_can(self.can_sock)
self.CI, self.CP = get_car(self.can_sock, self.pm.sock['sendcan'], has_relay)
# read params
params = Params()
self.is_metric = params.get("IsMetric", encoding='utf8') == "1"
self.is_ldw_enabled = params.get("IsLdwEnabled", encoding='utf8') == "1"
internet_needed = (params.get("Offroad_ConnectivityNeeded", encoding='utf8') is not None) and (params.get("DisableUpdates") != b"1")
community_feature_toggle = params.get("CommunityFeaturesToggle", encoding='utf8') == "1"
openpilot_enabled_toggle = params.get("OpenpilotEnabledToggle", encoding='utf8') == "1"
passive = params.get("Passive", encoding='utf8') == "1" or \
internet_needed or not openpilot_enabled_toggle
# detect sound card presence and ensure successful init
sounds_available = HARDWARE.get_sound_card_online()
car_recognized = self.CP.carName != 'mock'
# If stock camera is disconnected, we loaded car controls and it's not dashcam mode
controller_available = self.CP.enableCamera and self.CI.CC is not None and not passive and not self.CP.dashcamOnly
community_feature_disallowed = self.CP.communityFeature and not community_feature_toggle
self.read_only = not car_recognized or not controller_available or \
self.CP.dashcamOnly or community_feature_disallowed
if self.read_only:
self.CP.safetyModel = car.CarParams.SafetyModel.noOutput
# Write CarParams for radard and boardd safety mode
cp_bytes = self.CP.to_bytes()
params.put("CarParams", cp_bytes)
put_nonblocking("CarParamsCache", cp_bytes)
self.CC = car.CarControl.new_message()
self.AM = AlertManager()
self.events = Events()
self.LoC = LongControl(self.CP, self.CI.compute_gb)
self.VM = VehicleModel(self.CP)
if self.CP.lateralTuning.which() == 'pid':
self.LaC = LatControlPID(self.CP)
elif self.CP.lateralTuning.which() == 'indi':
self.LaC = LatControlINDI(self.CP)
elif self.CP.lateralTuning.which() == 'lqr':
self.LaC = LatControlLQR(self.CP)
self.state = State.disabled
self.enabled = False
self.active = False
self.can_rcv_error = False
self.soft_disable_timer = 0
self.v_cruise_kph = 255
self.v_cruise_kph_last = 0
self.mismatch_counter = 0
self.can_error_counter = 0
self.last_blinker_frame = 0
self.saturated_count = 0
self.distance_traveled = 0
self.last_functional_fan_frame = 0
self.events_prev = []
self.current_alert_types = [ET.PERMANENT]
self.sm['liveCalibration'].calStatus = Calibration.CALIBRATED
self.sm['thermal'].freeSpace = 1.
self.sm['dMonitoringState'].events = []
self.sm['dMonitoringState'].awarenessStatus = 1.
self.sm['dMonitoringState'].faceDetected = False
self.startup_event = get_startup_event(car_recognized, controller_available, hw_type)
if not sounds_available:
self.events.add(EventName.soundsUnavailable, static=True)
if internet_needed:
self.events.add(EventName.internetConnectivityNeeded, static=True)
if community_feature_disallowed:
self.events.add(EventName.communityFeatureDisallowed, static=True)
if not car_recognized:
self.events.add(EventName.carUnrecognized, static=True)
if hw_type == HwType.whitePanda:
self.events.add(EventName.whitePandaUnsupported, static=True)
# controlsd is driven by can recv, expected at 100Hz
self.rk = Ratekeeper(100, print_delay_threshold=None)
self.prof = Profiler(False) # off by default
def update_events(self, CS):
"""Compute carEvents from carState"""
self.events.clear()
self.events.add_from_msg(CS.events)
self.events.add_from_msg(self.sm['dMonitoringState'].events)
# Handle startup event
if self.startup_event is not None:
self.events.add(self.startup_event)
self.startup_event = None
# Create events for battery, temperature, disk space, and memory
if self.sm['thermal'].batteryPercent < 1 and self.sm['thermal'].chargingError:
# at zero percent battery, while discharging, OP should not allowed
self.events.add(EventName.lowBattery)
if self.sm['thermal'].thermalStatus >= ThermalStatus.red:
self.events.add(EventName.overheat)
if self.sm['thermal'].freeSpace < 0.07:
# under 7% of space free no enable allowed
self.events.add(EventName.outOfSpace)
if self.sm['thermal'].memUsedPercent > 90:
self.events.add(EventName.lowMemory)
# Alert if fan isn't spinning for 5 seconds
if self.sm['health'].hwType in [HwType.uno, HwType.dos]:
if self.sm['health'].fanSpeedRpm == 0 and self.sm['thermal'].fanSpeed > 50:
if (self.sm.frame - self.last_functional_fan_frame) * DT_CTRL > 5.0:
self.events.add(EventName.fanMalfunction)
else:
self.last_functional_fan_frame = self.sm.frame
# Handle calibration status
cal_status = self.sm['liveCalibration'].calStatus
if cal_status != Calibration.CALIBRATED:
if cal_status == Calibration.UNCALIBRATED:
self.events.add(EventName.calibrationIncomplete)
else:
self.events.add(EventName.calibrationInvalid)
# Handle lane change
if self.sm['pathPlan'].laneChangeState == LaneChangeState.preLaneChange:
direction = self.sm['pathPlan'].laneChangeDirection
if (CS.leftBlindspot and direction == LaneChangeDirection.left) or \
(CS.rightBlindspot and direction == LaneChangeDirection.right):
self.events.add(EventName.laneChangeBlocked)
else:
if direction == LaneChangeDirection.left:
self.events.add(EventName.preLaneChangeLeft)
else:
self.events.add(EventName.preLaneChangeRight)
elif self.sm['pathPlan'].laneChangeState in [LaneChangeState.laneChangeStarting,
LaneChangeState.laneChangeFinishing]:
self.events.add(EventName.laneChange)
if self.can_rcv_error or (not CS.canValid and self.sm.frame > 5 / DT_CTRL):
self.events.add(EventName.canError)
if self.mismatch_counter >= 200:
self.events.add(EventName.controlsMismatch)
if not self.sm.alive['plan'] and self.sm.alive['pathPlan']:
# only plan not being received: radar not communicating
self.events.add(EventName.radarCommIssue)
elif not self.sm.all_alive_and_valid():
self.events.add(EventName.commIssue)
if not self.sm['pathPlan'].mpcSolutionValid:
self.events.add(EventName.plannerError)
if not self.sm['liveLocationKalman'].sensorsOK and not NOSENSOR:
if self.sm.frame > 5 / DT_CTRL: # Give locationd some time to receive all the inputs
self.events.add(EventName.sensorDataInvalid)
if not self.sm['liveLocationKalman'].gpsOK and (self.distance_traveled > 1000):
# Not show in first 1 km to allow for driving out of garage. This event shows after 5 minutes
if not (SIMULATION or NOSENSOR): # TODO: send GPS in carla
self.events.add(EventName.noGps)
if not self.sm['pathPlan'].paramsValid:
self.events.add(EventName.vehicleModelInvalid)
if not self.sm['liveLocationKalman'].posenetOK:
self.events.add(EventName.posenetInvalid)
if not self.sm['liveLocationKalman'].deviceStable:
self.events.add(EventName.deviceFalling)
if not self.sm['plan'].radarValid:
self.events.add(EventName.radarFault)
if self.sm['plan'].radarCanError:
self.events.add(EventName.radarCanError)
if log.HealthData.FaultType.relayMalfunction in self.sm['health'].faults:
self.events.add(EventName.relayMalfunction)
if self.sm['plan'].fcw:
self.events.add(EventName.fcw)
if self.sm['model'].frameDropPerc > 1 and (not SIMULATION):
self.events.add(EventName.modeldLagging)
# Only allow engagement with brake pressed when stopped behind another stopped car
if CS.brakePressed and self.sm['plan'].vTargetFuture >= STARTING_TARGET_SPEED \
and self.CP.openpilotLongitudinalControl and CS.vEgo < 0.3:
self.events.add(EventName.noTarget)
def data_sample(self):
"""Receive data from sockets and update carState"""
# Update carState from CAN
can_strs = messaging.drain_sock_raw(self.can_sock, wait_for_one=True)
CS = self.CI.update(self.CC, can_strs)
self.sm.update(0)
# Check for CAN timeout
if not can_strs:
self.can_error_counter += 1
self.can_rcv_error = True
else:
self.can_rcv_error = False
# When the panda and controlsd do not agree on controls_allowed
# we want to disengage openpilot. However the status from the panda goes through
# another socket other than the CAN messages and one can arrive earlier than the other.
# Therefore we allow a mismatch for two samples, then we trigger the disengagement.
if not self.enabled:
self.mismatch_counter = 0
if not self.sm['health'].controlsAllowed and self.enabled:
self.mismatch_counter += 1
self.distance_traveled += CS.vEgo * DT_CTRL
return CS
def state_transition(self, CS):
"""Compute conditional state transitions and execute actions on state transitions"""
self.v_cruise_kph_last = self.v_cruise_kph
# if stock cruise is completely disabled, then we can use our own set speed logic
if not self.CP.enableCruise:
self.v_cruise_kph = update_v_cruise(self.v_cruise_kph, CS.buttonEvents, self.enabled)
elif self.CP.enableCruise and CS.cruiseState.enabled:
self.v_cruise_kph = CS.cruiseState.speed * CV.MS_TO_KPH
# decrease the soft disable timer at every step, as it's reset on
# entrance in SOFT_DISABLING state
self.soft_disable_timer = max(0, self.soft_disable_timer - 1)
self.current_alert_types = [ET.PERMANENT]
# ENABLED, PRE ENABLING, SOFT DISABLING
if self.state != State.disabled:
# user and immediate disable always have priority in a non-disabled state
if self.events.any(ET.USER_DISABLE):
self.state = State.disabled
self.current_alert_types.append(ET.USER_DISABLE)
elif self.events.any(ET.IMMEDIATE_DISABLE):
self.state = State.disabled
self.current_alert_types.append(ET.IMMEDIATE_DISABLE)
else:
# ENABLED
if self.state == State.enabled:
if self.events.any(ET.SOFT_DISABLE):
self.state = State.softDisabling
self.soft_disable_timer = 300 # 3s
self.current_alert_types.append(ET.SOFT_DISABLE)
# SOFT DISABLING
elif self.state == State.softDisabling:
if not self.events.any(ET.SOFT_DISABLE):
# no more soft disabling condition, so go back to ENABLED
self.state = State.enabled
elif self.events.any(ET.SOFT_DISABLE) and self.soft_disable_timer > 0:
self.current_alert_types.append(ET.SOFT_DISABLE)
elif self.soft_disable_timer <= 0:
self.state = State.disabled
# PRE ENABLING
elif self.state == State.preEnabled:
if not self.events.any(ET.PRE_ENABLE):
self.state = State.enabled
else:
self.current_alert_types.append(ET.PRE_ENABLE)
# DISABLED
elif self.state == State.disabled:
if self.events.any(ET.ENABLE):
if self.events.any(ET.NO_ENTRY):
self.current_alert_types.append(ET.NO_ENTRY)
else:
if self.events.any(ET.PRE_ENABLE):
self.state = State.preEnabled
else:
self.state = State.enabled
self.current_alert_types.append(ET.ENABLE)
self.v_cruise_kph = initialize_v_cruise(CS.vEgo, CS.buttonEvents, self.v_cruise_kph_last)
# Check if actuators are enabled
self.active = self.state == State.enabled or self.state == State.softDisabling
if self.active:
self.current_alert_types.append(ET.WARNING)
# Check if openpilot is engaged
self.enabled = self.active or self.state == State.preEnabled
def state_control(self, CS):
"""Given the state, this function returns an actuators packet"""
plan = self.sm['plan']
path_plan = self.sm['pathPlan']
actuators = car.CarControl.Actuators.new_message()
if CS.leftBlinker or CS.rightBlinker:
self.last_blinker_frame = self.sm.frame
# State specific actions
if not self.active:
self.LaC.reset()
self.LoC.reset(v_pid=CS.vEgo)
plan_age = DT_CTRL * (self.sm.frame - self.sm.rcv_frame['plan'])
# no greater than dt mpc + dt, to prevent too high extraps
dt = min(plan_age, LON_MPC_STEP + DT_CTRL) + DT_CTRL
a_acc_sol = plan.aStart + (dt / LON_MPC_STEP) * (plan.aTarget - plan.aStart)
v_acc_sol = plan.vStart + dt * (a_acc_sol + plan.aStart) / 2.0
# Gas/Brake PID loop
actuators.gas, actuators.brake = self.LoC.update(self.active, CS, v_acc_sol, plan.vTargetFuture, a_acc_sol, self.CP)
# Steering PID loop and lateral MPC
actuators.steer, actuators.steerAngle, lac_log = self.LaC.update(self.active, CS, self.CP, path_plan)
# Check for difference between desired angle and angle for angle based control
angle_control_saturated = self.CP.steerControlType == car.CarParams.SteerControlType.angle and \
abs(actuators.steerAngle - CS.steeringAngle) > STEER_ANGLE_SATURATION_THRESHOLD
if angle_control_saturated and not CS.steeringPressed and self.active:
self.saturated_count += 1
else:
self.saturated_count = 0
# Send a "steering required alert" if saturation count has reached the limit
if (lac_log.saturated and not CS.steeringPressed) or \
(self.saturated_count > STEER_ANGLE_SATURATION_TIMEOUT):
# Check if we deviated from the path
left_deviation = actuators.steer > 0 and path_plan.dPoly[3] > 0.1
right_deviation = actuators.steer < 0 and path_plan.dPoly[3] < -0.1
if left_deviation or right_deviation:
self.events.add(EventName.steerSaturated)
return actuators, v_acc_sol, a_acc_sol, lac_log
def publish_logs(self, CS, start_time, actuators, v_acc, a_acc, lac_log):
"""Send actuators and hud commands to the car, send controlsstate and MPC logging"""
CC = car.CarControl.new_message()
CC.enabled = self.enabled
CC.actuators = actuators
CC.cruiseControl.override = True
CC.cruiseControl.cancel = not self.CP.enableCruise or (not self.enabled and CS.cruiseState.enabled)
# Some override values for Honda
# brake discount removes a sharp nonlinearity
brake_discount = (1.0 - clip(actuators.brake * 3., 0.0, 1.0))
speed_override = max(0.0, (self.LoC.v_pid + CS.cruiseState.speedOffset) * brake_discount)
CC.cruiseControl.speedOverride = float(speed_override if self.CP.enableCruise else 0.0)
CC.cruiseControl.accelOverride = self.CI.calc_accel_override(CS.aEgo, self.sm['plan'].aTarget, CS.vEgo, self.sm['plan'].vTarget)
CC.hudControl.setSpeed = float(self.v_cruise_kph * CV.KPH_TO_MS)
CC.hudControl.speedVisible = self.enabled
CC.hudControl.lanesVisible = self.enabled
CC.hudControl.leadVisible = self.sm['plan'].hasLead
right_lane_visible = self.sm['pathPlan'].rProb > 0.5
left_lane_visible = self.sm['pathPlan'].lProb > 0.5
CC.hudControl.rightLaneVisible = bool(right_lane_visible)
CC.hudControl.leftLaneVisible = bool(left_lane_visible)
recent_blinker = (self.sm.frame - self.last_blinker_frame) * DT_CTRL < 5.0 # 5s blinker cooldown
ldw_allowed = self.is_ldw_enabled and CS.vEgo > LDW_MIN_SPEED and not recent_blinker \
and not self.active and self.sm['liveCalibration'].calStatus == Calibration.CALIBRATED
meta = self.sm['model'].meta
if len(meta.desirePrediction) and ldw_allowed:
l_lane_change_prob = meta.desirePrediction[Desire.laneChangeLeft - 1]
r_lane_change_prob = meta.desirePrediction[Desire.laneChangeRight - 1]
l_lane_close = left_lane_visible and (self.sm['pathPlan'].lPoly[3] < (1.08 - CAMERA_OFFSET))
r_lane_close = right_lane_visible and (self.sm['pathPlan'].rPoly[3] > -(1.08 + CAMERA_OFFSET))
CC.hudControl.leftLaneDepart = bool(l_lane_change_prob > LANE_DEPARTURE_THRESHOLD and l_lane_close)
CC.hudControl.rightLaneDepart = bool(r_lane_change_prob > LANE_DEPARTURE_THRESHOLD and r_lane_close)
if CC.hudControl.rightLaneDepart or CC.hudControl.leftLaneDepart:
self.events.add(EventName.ldw)
clear_event = ET.WARNING if ET.WARNING not in self.current_alert_types else None
alerts = self.events.create_alerts(self.current_alert_types, [self.CP, self.sm, self.is_metric])
self.AM.add_many(self.sm.frame, alerts, self.enabled)
self.AM.process_alerts(self.sm.frame, clear_event)
CC.hudControl.visualAlert = self.AM.visual_alert
if not self.read_only:
# send car controls over can
can_sends = self.CI.apply(CC)
self.pm.send('sendcan', can_list_to_can_capnp(can_sends, msgtype='sendcan', valid=CS.canValid))
force_decel = (self.sm['dMonitoringState'].awarenessStatus < 0.) or \
(self.state == State.softDisabling)
steer_angle_rad = (CS.steeringAngle - self.sm['pathPlan'].angleOffset) * CV.DEG_TO_RAD
# controlsState
dat = messaging.new_message('controlsState')
dat.valid = CS.canValid
controlsState = dat.controlsState
controlsState.alertText1 = self.AM.alert_text_1
controlsState.alertText2 = self.AM.alert_text_2
controlsState.alertSize = self.AM.alert_size
controlsState.alertStatus = self.AM.alert_status
controlsState.alertBlinkingRate = self.AM.alert_rate
controlsState.alertType = self.AM.alert_type
controlsState.alertSound = self.AM.audible_alert
controlsState.driverMonitoringOn = self.sm['dMonitoringState'].faceDetected
controlsState.canMonoTimes = list(CS.canMonoTimes)
controlsState.planMonoTime = self.sm.logMonoTime['plan']
controlsState.pathPlanMonoTime = self.sm.logMonoTime['pathPlan']
controlsState.enabled = self.enabled
controlsState.active = self.active
controlsState.vEgo = CS.vEgo
controlsState.vEgoRaw = CS.vEgoRaw
controlsState.angleSteers = CS.steeringAngle
controlsState.curvature = self.VM.calc_curvature(steer_angle_rad, CS.vEgo)
controlsState.steerOverride = CS.steeringPressed
controlsState.state = self.state
controlsState.engageable = not self.events.any(ET.NO_ENTRY)
controlsState.longControlState = self.LoC.long_control_state
controlsState.vPid = float(self.LoC.v_pid)
controlsState.vCruise = float(self.v_cruise_kph)
controlsState.upAccelCmd = float(self.LoC.pid.p)
controlsState.uiAccelCmd = float(self.LoC.pid.i)
controlsState.ufAccelCmd = float(self.LoC.pid.f)
controlsState.angleSteersDes = float(self.LaC.angle_steers_des)
controlsState.vTargetLead = float(v_acc)
controlsState.aTarget = float(a_acc)
controlsState.jerkFactor = float(self.sm['plan'].jerkFactor)
controlsState.gpsPlannerActive = self.sm['plan'].gpsPlannerActive
controlsState.vCurvature = self.sm['plan'].vCurvature
controlsState.decelForModel = self.sm['plan'].longitudinalPlanSource == LongitudinalPlanSource.model
controlsState.cumLagMs = -self.rk.remaining * 1000.
controlsState.startMonoTime = int(start_time * 1e9)
controlsState.mapValid = self.sm['plan'].mapValid
controlsState.forceDecel = bool(force_decel)
controlsState.canErrorCounter = self.can_error_counter
if self.CP.lateralTuning.which() == 'pid':
controlsState.lateralControlState.pidState = lac_log
elif self.CP.lateralTuning.which() == 'lqr':
controlsState.lateralControlState.lqrState = lac_log
elif self.CP.lateralTuning.which() == 'indi':
controlsState.lateralControlState.indiState = lac_log
self.pm.send('controlsState', dat)
# carState
car_events = self.events.to_msg()
cs_send = messaging.new_message('carState')
cs_send.valid = CS.canValid
cs_send.carState = CS
cs_send.carState.events = car_events
self.pm.send('carState', cs_send)
# carEvents - logged every second or on change
if (self.sm.frame % int(1. / DT_CTRL) == 0) or (self.events.names != self.events_prev):
ce_send = messaging.new_message('carEvents', len(self.events))
ce_send.carEvents = car_events
self.pm.send('carEvents', ce_send)
self.events_prev = self.events.names.copy()
# carParams - logged every 50 seconds (> 1 per segment)
if (self.sm.frame % int(50. / DT_CTRL) == 0):
cp_send = messaging.new_message('carParams')
cp_send.carParams = self.CP
self.pm.send('carParams', cp_send)
# carControl
cc_send = messaging.new_message('carControl')
cc_send.valid = CS.canValid
cc_send.carControl = CC
self.pm.send('carControl', cc_send)
# copy CarControl to pass to CarInterface on the next iteration
self.CC = CC
def step(self):
start_time = sec_since_boot()
self.prof.checkpoint("Ratekeeper", ignore=True)
# Sample data from sockets and get a carState
CS = self.data_sample()
self.prof.checkpoint("Sample")
self.update_events(CS)
if not self.read_only:
# Update control state
self.state_transition(CS)
self.prof.checkpoint("State transition")
# Compute actuators (runs PID loops and lateral MPC)
actuators, v_acc, a_acc, lac_log = self.state_control(CS)
self.prof.checkpoint("State Control")
# Publish data
self.publish_logs(CS, start_time, actuators, v_acc, a_acc, lac_log)
self.prof.checkpoint("Sent")
def controlsd_thread(self):
while True:
self.step()
self.rk.monitor_time()
self.prof.display()
def controlsd_thread(sm=None, pm=None, can_sock=None):
gc.disable()
# start the loop
set_realtime_priority(3)
params = Params()
is_metric = params.get("IsMetric", encoding='utf8') == "1"
is_ldw_enabled = params.get("IsLdwEnabled", encoding='utf8') == "1"
passive = params.get("Passive", encoding='utf8') == "1"
openpilot_enabled_toggle = params.get("OpenpilotEnabledToggle",
encoding='utf8') == "1"
community_feature_toggle = params.get("CommunityFeaturesToggle",
encoding='utf8') == "1"
passive = passive or not openpilot_enabled_toggle
# Passive if internet needed
internet_needed = params.get("Offroad_ConnectivityNeeded",
encoding='utf8') is not None
passive = passive or internet_needed
# Pub/Sub Sockets
if pm is None:
pm = messaging.PubMaster([
'sendcan', 'controlsState', 'carState', 'carControl', 'carEvents',
'carParams'
])
if sm is None:
sm = messaging.SubMaster(['thermal', 'health', 'liveCalibration', 'dMonitoringState', 'plan', 'pathPlan', \
'model'])
if can_sock is None:
can_timeout = None if os.environ.get('NO_CAN_TIMEOUT', False) else 100
can_sock = messaging.sub_sock('can', timeout=can_timeout)
# wait for health and CAN packets
hw_type = messaging.recv_one(sm.sock['health']).health.hwType
has_relay = hw_type in [HwType.blackPanda, HwType.uno]
print("Waiting for CAN messages...")
messaging.get_one_can(can_sock)
CI, CP = get_car(can_sock, pm.sock['sendcan'], has_relay)
car_recognized = CP.carName != 'mock'
# If stock camera is disconnected, we loaded car controls and it's not chffrplus
controller_available = CP.enableCamera and CI.CC is not None and not passive
community_feature_disallowed = CP.communityFeature and not community_feature_toggle
read_only = not car_recognized or not controller_available or CP.dashcamOnly or community_feature_disallowed
if read_only:
CP.safetyModel = car.CarParams.SafetyModel.noOutput
# Write CarParams for radard and boardd safety mode
cp_bytes = CP.to_bytes()
params.put("CarParams", cp_bytes)
put_nonblocking("CarParamsCache", cp_bytes)
put_nonblocking("LongitudinalControl",
"1" if CP.openpilotLongitudinalControl else "0")
CC = car.CarControl.new_message()
AM = AlertManager()
startup_alert = get_startup_alert(car_recognized, controller_available)
AM.add(sm.frame, startup_alert, False)
LoC = LongControl(CP, CI.compute_gb)
VM = VehicleModel(CP)
if CP.lateralTuning.which() == 'pid':
LaC = LatControlPID(CP)
elif CP.lateralTuning.which() == 'indi':
LaC = LatControlINDI(CP)
elif CP.lateralTuning.which() == 'lqr':
LaC = LatControlLQR(CP)
state = State.disabled
soft_disable_timer = 0
v_cruise_kph = 255
v_cruise_kph_last = 0
mismatch_counter = 0
can_error_counter = 0
last_blinker_frame = 0
saturated_count = 0
events_prev = []
sm['liveCalibration'].calStatus = Calibration.INVALID
sm['pathPlan'].sensorValid = True
sm['pathPlan'].posenetValid = True
sm['thermal'].freeSpace = 1.
sm['dMonitoringState'].events = []
sm['dMonitoringState'].awarenessStatus = 1.
sm['dMonitoringState'].faceDetected = False
# detect sound card presence
sounds_available = not os.path.isfile('/EON') or (
os.path.isdir('/proc/asound/card0')
and open('/proc/asound/card0/state').read().strip() == 'ONLINE')
# controlsd is driven by can recv, expected at 100Hz
rk = Ratekeeper(100, print_delay_threshold=None)
prof = Profiler(False) # off by default
while True:
start_time = sec_since_boot()
prof.checkpoint("Ratekeeper", ignore=True)
# Sample data and compute car events
CS, events, cal_perc, mismatch_counter, can_error_counter = data_sample(
CI, CC, sm, can_sock, state, mismatch_counter, can_error_counter,
params)
prof.checkpoint("Sample")
# Create alerts
if not sm.alive['plan'] and sm.alive[
'pathPlan']: # only plan not being received: radar not communicating
events.append(
create_event('radarCommIssue', [ET.NO_ENTRY, ET.SOFT_DISABLE]))
elif not sm.all_alive_and_valid():
events.append(
create_event('commIssue', [ET.NO_ENTRY, ET.SOFT_DISABLE]))
if not sm['pathPlan'].mpcSolutionValid:
events.append(
create_event('plannerError',
[ET.NO_ENTRY, ET.IMMEDIATE_DISABLE]))
if not sm['pathPlan'].sensorValid and os.getenv("NOSENSOR") is None:
events.append(
create_event('sensorDataInvalid', [ET.NO_ENTRY, ET.PERMANENT]))
if not sm['pathPlan'].paramsValid:
events.append(create_event('vehicleModelInvalid', [ET.WARNING]))
if not sm['pathPlan'].posenetValid:
events.append(
create_event('posenetInvalid', [ET.NO_ENTRY, ET.WARNING]))
if not sm['plan'].radarValid:
events.append(
create_event('radarFault', [ET.NO_ENTRY, ET.SOFT_DISABLE]))
if sm['plan'].radarCanError:
events.append(
create_event('radarCanError', [ET.NO_ENTRY, ET.SOFT_DISABLE]))
if not CS.canValid:
events.append(
create_event('canError', [ET.NO_ENTRY, ET.IMMEDIATE_DISABLE]))
if not sounds_available:
events.append(
create_event('soundsUnavailable', [ET.NO_ENTRY, ET.PERMANENT]))
if internet_needed:
events.append(
create_event('internetConnectivityNeeded',
[ET.NO_ENTRY, ET.PERMANENT]))
if community_feature_disallowed:
events.append(
create_event('communityFeatureDisallowed', [ET.PERMANENT]))
if read_only and not passive:
events.append(create_event('carUnrecognized', [ET.PERMANENT]))
if log.HealthData.FaultType.relayMalfunction in sm['health'].faults:
events.append(
create_event(
'relayMalfunction',
[ET.NO_ENTRY, ET.PERMANENT, ET.IMMEDIATE_DISABLE]))
# Only allow engagement with brake pressed when stopped behind another stopped car
if CS.brakePressed and sm[
'plan'].vTargetFuture >= STARTING_TARGET_SPEED and not CP.radarOffCan and CS.vEgo < 0.3:
events.append(
create_event('noTarget', [ET.NO_ENTRY, ET.IMMEDIATE_DISABLE]))
if not read_only:
# update control state
state, soft_disable_timer, v_cruise_kph, v_cruise_kph_last = \
state_transition(sm.frame, CS, CP, state, events, soft_disable_timer, v_cruise_kph, AM)
prof.checkpoint("State transition")
# Compute actuators (runs PID loops and lateral MPC)
actuators, v_cruise_kph, v_acc, a_acc, lac_log, last_blinker_frame, saturated_count = \
state_control(sm.frame, sm.rcv_frame, sm['plan'], sm['pathPlan'], CS, CP, state, events, v_cruise_kph, v_cruise_kph_last, AM, rk,
LaC, LoC, read_only, is_metric, cal_perc, last_blinker_frame, saturated_count)
prof.checkpoint("State Control")
# Publish data
CC, events_prev = data_send(sm, pm, CS, CI, CP, VM, state, events,
actuators, v_cruise_kph, rk, AM, LaC, LoC,
read_only, start_time, v_acc, a_acc,
lac_log, events_prev, last_blinker_frame,
is_ldw_enabled, can_error_counter)
prof.checkpoint("Sent")
rk.monitor_time()
prof.display()
def controlsd_thread(gctx=None, rate=100):
gc.disable()
# start the loop
set_realtime_priority(3)
context = zmq.Context()
params = Params()
# Pub Sockets
live100 = messaging.pub_sock(context, service_list['live100'].port)
carstate = messaging.pub_sock(context, service_list['carState'].port)
carcontrol = messaging.pub_sock(context, service_list['carControl'].port)
is_metric = params.get("IsMetric") == "1"
passive = params.get("Passive") != "0"
# No sendcan if passive
if not passive:
sendcan = messaging.pub_sock(context, service_list['sendcan'].port)
else:
sendcan = None
# Sub sockets
poller = zmq.Poller()
thermal = messaging.sub_sock(context,
service_list['thermal'].port,
conflate=True,
poller=poller)
health = messaging.sub_sock(context,
service_list['health'].port,
conflate=True,
poller=poller)
cal = messaging.sub_sock(context,
service_list['liveCalibration'].port,
conflate=True,
poller=poller)
driver_monitor = messaging.sub_sock(context,
service_list['driverMonitoring'].port,
conflate=True,
poller=poller)
plan_sock = messaging.sub_sock(context,
service_list['plan'].port,
conflate=True,
poller=poller)
path_plan_sock = messaging.sub_sock(context,
service_list['pathPlan'].port,
conflate=True,
poller=poller)
logcan = messaging.sub_sock(context, service_list['can'].port)
CC = car.CarControl.new_message()
CI, CP = get_car(logcan, sendcan, 1.0 if passive else None)
if CI is None:
raise Exception("unsupported car")
# if stock camera is connected, then force passive behavior
if not CP.enableCamera:
passive = True
sendcan = None
if passive:
CP.safetyModel = car.CarParams.SafetyModels.noOutput
LoC = LongControl(CP, CI.compute_gb)
VM = VehicleModel(CP)
LaC = LatControl(CP)
AM = AlertManager()
driver_status = DriverStatus()
if not passive:
AM.add("startup", False)
# Write CarParams for radard and boardd safety mode
params.put("CarParams", CP.to_bytes())
params.put("LongitudinalControl",
"1" if CP.openpilotLongitudinalControl else "0")
state = State.disabled
soft_disable_timer = 0
v_cruise_kph = 255
v_cruise_kph_last = 0
overtemp = False
free_space = False
cal_status = Calibration.INVALID
cal_perc = 0
mismatch_counter = 0
low_battery = False
plan = messaging.new_message()
plan.init('plan')
path_plan = messaging.new_message()
path_plan.init('pathPlan')
rk = Ratekeeper(rate, print_delay_threshold=2. / 1000)
controls_params = params.get("ControlsParams")
# Read angle offset from previous drive
if controls_params is not None:
controls_params = json.loads(controls_params)
angle_offset = controls_params['angle_offset']
else:
angle_offset = 0.
prof = Profiler(False) # off by default
while True:
start_time = int(sec_since_boot() * 1e9)
prof.checkpoint("Ratekeeper", ignore=True)
# Sample data and compute car events
CS, events, cal_status, cal_perc, overtemp, free_space, low_battery, mismatch_counter, plan, path_plan =\
data_sample(CI, CC, plan_sock, path_plan_sock, thermal, cal, health, driver_monitor,
poller, cal_status, cal_perc, overtemp, free_space, low_battery, driver_status,
state, mismatch_counter, params, plan, path_plan)
prof.checkpoint("Sample")
path_plan_age = (start_time - path_plan.logMonoTime) / 1e9
plan_age = (start_time - plan.logMonoTime) / 1e9
if not path_plan.pathPlan.valid or plan_age > 0.5 or path_plan_age > 0.5:
events.append(
create_event('plannerError', [ET.NO_ENTRY, ET.SOFT_DISABLE]))
events += list(plan.plan.events)
# Only allow engagement with brake pressed when stopped behind another stopped car
if CS.brakePressed and plan.plan.vTargetFuture >= STARTING_TARGET_SPEED and not CP.radarOffCan and CS.vEgo < 0.3:
events.append(
create_event('noTarget', [ET.NO_ENTRY, ET.IMMEDIATE_DISABLE]))
if not passive:
# update control state
state, soft_disable_timer, v_cruise_kph, v_cruise_kph_last = \
state_transition(CS, CP, state, events, soft_disable_timer, v_cruise_kph, AM)
prof.checkpoint("State transition")
# Compute actuators (runs PID loops and lateral MPC)
actuators, v_cruise_kph, driver_status, angle_offset, v_acc, a_acc = \
state_control(plan.plan, path_plan.pathPlan, CS, CP, state, events, v_cruise_kph,
v_cruise_kph_last, AM, rk, driver_status,
LaC, LoC, VM, angle_offset, passive, is_metric, cal_perc)
prof.checkpoint("State Control")
# Publish data
CC = data_send(plan, path_plan, CS, CI, CP, VM, state, events,
actuators, v_cruise_kph, rk, carstate, carcontrol,
live100, AM, driver_status, LaC, LoC, angle_offset,
passive, start_time, params, v_acc, a_acc)
prof.checkpoint("Sent")
rk.keep_time() # Run at 100Hz
prof.display()
def __init__(self, sm=None, pm=None, can_sock=None):
config_realtime_process(4 if TICI else 3, Priority.CTRL_HIGH)
# Setup sockets
self.pm = pm
if self.pm is None:
self.pm = messaging.PubMaster([
'sendcan', 'controlsState', 'carState', 'carControl',
'carEvents', 'carParams'
])
self.sm = sm
if self.sm is None:
ignore = ['driverCameraState', 'managerState'
] if SIMULATION else None
self.sm = messaging.SubMaster([
'deviceState', 'pandaState', 'modelV2', 'liveCalibration',
'driverMonitoringState', 'longitudinalPlan', 'lateralPlan',
'liveLocationKalman', 'roadCameraState', 'driverCameraState',
'managerState', 'liveParameters', 'radarState'
],
ignore_alive=ignore)
self.can_sock = can_sock
if can_sock is None:
can_timeout = None if os.environ.get('NO_CAN_TIMEOUT',
False) else 100
self.can_sock = messaging.sub_sock('can', timeout=can_timeout)
# wait for one pandaState and one CAN packet
print("Waiting for CAN messages...")
get_one_can(self.can_sock)
self.CI, self.CP = get_car(self.can_sock, self.pm.sock['sendcan'])
# read params
params = Params()
self.is_metric = params.get_bool("IsMetric")
self.is_ldw_enabled = params.get_bool("IsLdwEnabled")
community_feature_toggle = params.get_bool("CommunityFeaturesToggle")
openpilot_enabled_toggle = params.get_bool("OpenpilotEnabledToggle")
passive = params.get_bool("Passive") or not openpilot_enabled_toggle
# detect sound card presence and ensure successful init
sounds_available = HARDWARE.get_sound_card_online()
car_recognized = self.CP.carName != 'mock'
# If stock camera is disconnected, we loaded car controls and it's not dashcam mode
controller_available = self.CP.enableCamera and self.CI.CC is not None and not passive and not self.CP.dashcamOnly
community_feature_disallowed = self.CP.communityFeature and not community_feature_toggle
self.read_only = not car_recognized or not controller_available or \
self.CP.dashcamOnly or community_feature_disallowed
if self.read_only:
self.CP.safetyModel = car.CarParams.SafetyModel.noOutput
# Write CarParams for radard and boardd safety mode
cp_bytes = self.CP.to_bytes()
params.put("CarParams", cp_bytes)
put_nonblocking("CarParamsCache", cp_bytes)
self.CC = car.CarControl.new_message()
self.AM = AlertManager()
self.events = Events()
self.LoC = LongControl(self.CP, self.CI.compute_gb)
self.VM = VehicleModel(self.CP)
if self.CP.steerControlType == car.CarParams.SteerControlType.angle:
self.LaC = LatControlAngle(self.CP)
elif self.CP.lateralTuning.which() == 'pid':
self.LaC = LatControlPID(self.CP)
elif self.CP.lateralTuning.which() == 'indi':
self.LaC = LatControlINDI(self.CP)
elif self.CP.lateralTuning.which() == 'lqr':
self.LaC = LatControlLQR(self.CP)
self.state = State.disabled
self.enabled = False
self.active = False
self.can_rcv_error = False
self.soft_disable_timer = 0
self.v_cruise_kph = 255
self.v_cruise_kph_last = 0
self.mismatch_counter = 0
self.can_error_counter = 0
self.last_blinker_frame = 0
self.saturated_count = 0
self.distance_traveled = 0
self.last_functional_fan_frame = 0
self.events_prev = []
self.current_alert_types = [ET.PERMANENT]
self.logged_comm_issue = False
self.sm['liveCalibration'].calStatus = Calibration.CALIBRATED
self.sm['deviceState'].freeSpacePercent = 100
self.sm['driverMonitoringState'].events = []
self.sm['driverMonitoringState'].awarenessStatus = 1.
self.sm['driverMonitoringState'].faceDetected = False
self.sm['liveParameters'].valid = True
self.startup_event = get_startup_event(car_recognized,
controller_available)
if not sounds_available:
self.events.add(EventName.soundsUnavailable, static=True)
if community_feature_disallowed:
self.events.add(EventName.communityFeatureDisallowed, static=True)
if not car_recognized:
self.events.add(EventName.carUnrecognized, static=True)
elif self.read_only:
self.events.add(EventName.dashcamMode, static=True)
# controlsd is driven by can recv, expected at 100Hz
self.rk = Ratekeeper(100, print_delay_threshold=None)
self.prof = Profiler(False) # off by default
class Controls:
def __init__(self, sm=None, pm=None, can_sock=None):
config_realtime_process(4 if TICI else 3, Priority.CTRL_HIGH)
# Setup sockets
self.pm = pm
if self.pm is None:
self.pm = messaging.PubMaster([
'sendcan', 'controlsState', 'carState', 'carControl',
'carEvents', 'carParams'
])
self.camera_packets = ["roadCameraState", "driverCameraState"]
if TICI:
self.camera_packets.append("wideRoadCameraState")
params = Params()
self.joystick_mode = params.get_bool("JoystickDebugMode")
joystick_packet = ['testJoystick'] if self.joystick_mode else []
self.sm = sm
if self.sm is None:
ignore = ['driverCameraState', 'managerState'
] if SIMULATION else None
self.sm = messaging.SubMaster(
[
'deviceState', 'pandaStates', 'peripheralState', 'modelV2',
'liveCalibration', 'driverMonitoringState',
'longitudinalPlan', 'lateralPlan', 'liveLocationKalman',
'managerState', 'liveParameters', 'radarState'
] + self.camera_packets + joystick_packet,
ignore_alive=ignore,
ignore_avg_freq=['radarState', 'longitudinalPlan'])
self.can_sock = can_sock
if can_sock is None:
can_timeout = None if os.environ.get('NO_CAN_TIMEOUT',
False) else 100
self.can_sock = messaging.sub_sock('can', timeout=can_timeout)
if TICI:
self.log_sock = messaging.sub_sock('androidLog')
# wait for one pandaState and one CAN packet
print("Waiting for CAN messages...")
get_one_can(self.can_sock)
self.CI, self.CP = get_car(self.can_sock, self.pm.sock['sendcan'])
# read params
self.is_metric = params.get_bool("IsMetric")
self.is_ldw_enabled = params.get_bool("IsLdwEnabled")
community_feature_toggle = params.get_bool("CommunityFeaturesToggle")
openpilot_enabled_toggle = params.get_bool("OpenpilotEnabledToggle")
passive = params.get_bool("Passive") or not openpilot_enabled_toggle
# detect sound card presence and ensure successful init
sounds_available = HARDWARE.get_sound_card_online()
car_recognized = self.CP.carName != 'mock'
controller_available = self.CI.CC is not None and not passive and not self.CP.dashcamOnly
community_feature = self.CP.communityFeature or \
self.CP.fingerprintSource == car.CarParams.FingerprintSource.can
community_feature_disallowed = community_feature and (
not community_feature_toggle)
self.read_only = not car_recognized or not controller_available or \
self.CP.dashcamOnly or community_feature_disallowed
if self.read_only:
safety_config = car.CarParams.SafetyConfig.new_message()
safety_config.safetyModel = car.CarParams.SafetyModel.noOutput
self.CP.safetyConfigs = [safety_config]
# Write CarParams for radard
cp_bytes = self.CP.to_bytes()
params.put("CarParams", cp_bytes)
put_nonblocking("CarParamsCache", cp_bytes)
self.CC = car.CarControl.new_message()
self.AM = AlertManager()
self.events = Events()
self.LoC = LongControl(self.CP)
self.VM = VehicleModel(self.CP)
if self.CP.steerControlType == car.CarParams.SteerControlType.angle:
self.LaC = LatControlAngle(self.CP)
elif self.CP.lateralTuning.which() == 'pid':
self.LaC = LatControlPID(self.CP, self.CI)
elif self.CP.lateralTuning.which() == 'indi':
self.LaC = LatControlINDI(self.CP)
elif self.CP.lateralTuning.which() == 'lqr':
self.LaC = LatControlLQR(self.CP)
self.initialized = False
self.state = State.disabled
self.enabled = False
self.active = False
self.can_rcv_error = False
self.soft_disable_timer = 0
self.v_cruise_kph = 255
self.v_cruise_kph_last = 0
self.mismatch_counter = 0
self.can_error_counter = 0
self.last_blinker_frame = 0
self.saturated_count = 0
self.distance_traveled = 0
self.last_functional_fan_frame = 0
self.events_prev = []
self.current_alert_types = [ET.PERMANENT]
self.logged_comm_issue = False
self.button_timers = {
ButtonEvent.Type.decelCruise: 0,
ButtonEvent.Type.accelCruise: 0
}
# TODO: no longer necessary, aside from process replay
self.sm['liveParameters'].valid = True
self.startup_event = get_startup_event(car_recognized,
controller_available,
len(self.CP.carFw) > 0)
if not sounds_available:
self.events.add(EventName.soundsUnavailable, static=True)
if community_feature_disallowed and car_recognized and not self.CP.dashcamOnly:
self.events.add(EventName.communityFeatureDisallowed, static=True)
if not car_recognized:
self.events.add(EventName.carUnrecognized, static=True)
elif self.read_only:
self.events.add(EventName.dashcamMode, static=True)
elif self.joystick_mode:
self.events.add(EventName.joystickDebug, static=True)
self.startup_event = None
# controlsd is driven by can recv, expected at 100Hz
self.rk = Ratekeeper(100, print_delay_threshold=None)
self.prof = Profiler(False) # off by default
def update_events(self, CS):
"""Compute carEvents from carState"""
self.events.clear()
self.events.add_from_msg(CS.events)
self.events.add_from_msg(self.sm['driverMonitoringState'].events)
# Handle startup event
if self.startup_event is not None:
self.events.add(self.startup_event)
self.startup_event = None
# Don't add any more events if not initialized
if not self.initialized:
self.events.add(EventName.controlsInitializing)
return
# Create events for battery, temperature, disk space, and memory
if EON and (self.sm['peripheralState'].pandaType != PandaType.uno) and \
self.sm['deviceState'].batteryPercent < 1 and self.sm['deviceState'].chargingError:
# at zero percent battery, while discharging, OP should not allowed
self.events.add(EventName.lowBattery)
if self.sm['deviceState'].thermalStatus >= ThermalStatus.red:
self.events.add(EventName.overheat)
if self.sm['deviceState'].freeSpacePercent < 7 and not SIMULATION:
# under 7% of space free no enable allowed
self.events.add(EventName.outOfSpace)
# TODO: make tici threshold the same
if self.sm['deviceState'].memoryUsagePercent > (90 if TICI else
65) and not SIMULATION:
self.events.add(EventName.lowMemory)
cpus = list(
self.sm['deviceState'].cpuUsagePercent)[:(-1 if EON else None)]
if max(cpus, default=0) > 95 and not SIMULATION:
self.events.add(EventName.highCpuUsage)
# Alert if fan isn't spinning for 5 seconds
if self.sm['peripheralState'].pandaType in [
PandaType.uno, PandaType.dos
]:
if self.sm['peripheralState'].fanSpeedRpm == 0 and self.sm[
'deviceState'].fanSpeedPercentDesired > 50:
if (self.sm.frame -
self.last_functional_fan_frame) * DT_CTRL > 5.0:
self.events.add(EventName.fanMalfunction)
else:
self.last_functional_fan_frame = self.sm.frame
# Handle calibration status
cal_status = self.sm['liveCalibration'].calStatus
if cal_status != Calibration.CALIBRATED:
if cal_status == Calibration.UNCALIBRATED:
self.events.add(EventName.calibrationIncomplete)
else:
self.events.add(EventName.calibrationInvalid)
# Handle lane change
if self.sm[
'lateralPlan'].laneChangeState == LaneChangeState.preLaneChange:
direction = self.sm['lateralPlan'].laneChangeDirection
if (CS.leftBlindspot and direction == LaneChangeDirection.left) or \
(CS.rightBlindspot and direction == LaneChangeDirection.right):
self.events.add(EventName.laneChangeBlocked)
else:
if direction == LaneChangeDirection.left:
self.events.add(EventName.preLaneChangeLeft)
else:
self.events.add(EventName.preLaneChangeRight)
elif self.sm['lateralPlan'].laneChangeState in [
LaneChangeState.laneChangeStarting,
LaneChangeState.laneChangeFinishing
]:
self.events.add(EventName.laneChange)
if self.can_rcv_error or not CS.canValid:
self.events.add(EventName.canError)
for i, pandaState in enumerate(self.sm['pandaStates']):
# All pandas must match the list of safetyConfigs, and if outside this list, must be silent
if i < len(self.CP.safetyConfigs):
safety_mismatch = pandaState.safetyModel != self.CP.safetyConfigs[
i].safetyModel or pandaState.safetyParam != self.CP.safetyConfigs[
i].safetyParam
else:
safety_mismatch = pandaState.safetyModel != SafetyModel.silent
if safety_mismatch or self.mismatch_counter >= 200:
self.events.add(EventName.controlsMismatch)
if not self.sm['liveParameters'].valid:
self.events.add(EventName.vehicleModelInvalid)
if len(self.sm['radarState'].radarErrors):
self.events.add(EventName.radarFault)
elif not self.sm.valid["pandaStates"]:
self.events.add(EventName.usbError)
elif not self.sm.all_alive_and_valid():
self.events.add(EventName.commIssue)
if not self.logged_comm_issue:
invalid = [
s for s, valid in self.sm.valid.items() if not valid
]
not_alive = [
s for s, alive in self.sm.alive.items() if not alive
]
cloudlog.event("commIssue",
invalid=invalid,
not_alive=not_alive)
self.logged_comm_issue = True
else:
self.logged_comm_issue = False
if not self.sm['lateralPlan'].mpcSolutionValid:
self.events.add(EventName.plannerError)
if not self.sm['liveLocationKalman'].sensorsOK and not NOSENSOR:
if self.sm.frame > 5 / DT_CTRL: # Give locationd some time to receive all the inputs
self.events.add(EventName.sensorDataInvalid)
if not self.sm['liveLocationKalman'].posenetOK:
self.events.add(EventName.posenetInvalid)
if not self.sm['liveLocationKalman'].deviceStable:
self.events.add(EventName.deviceFalling)
for pandaState in self.sm['pandaStates']:
if log.PandaState.FaultType.relayMalfunction in pandaState.faults:
self.events.add(EventName.relayMalfunction)
planner_fcw = self.sm['longitudinalPlan'].fcw and self.enabled
model_fcw = self.sm[
'modelV2'].meta.hardBrakePredicted and not CS.brakePressed
if planner_fcw or model_fcw:
self.events.add(EventName.fcw)
if TICI:
logs = messaging.drain_sock(self.log_sock, wait_for_one=False)
messages = []
for m in logs:
try:
messages.append(m.androidLog.message)
except UnicodeDecodeError:
pass
for err in [
"ERROR_CRC", "ERROR_ECC", "ERROR_STREAM_UNDERFLOW",
"APPLY FAILED"
]:
for m in messages:
if err not in m:
continue
csid = m.split("CSID:")[-1].split(" ")[0]
evt = {
"0": EventName.roadCameraError,
"1": EventName.wideRoadCameraError,
"2": EventName.driverCameraError
}.get(csid, None)
if evt is not None:
self.events.add(evt)
# TODO: fix simulator
if not SIMULATION:
if not NOSENSOR:
if not self.sm['liveLocationKalman'].gpsOK and (
self.distance_traveled > 1000):
# Not show in first 1 km to allow for driving out of garage. This event shows after 5 minutes
self.events.add(EventName.noGps)
if not self.sm.all_alive(self.camera_packets):
self.events.add(EventName.cameraMalfunction)
if self.sm['modelV2'].frameDropPerc > 20:
self.events.add(EventName.modeldLagging)
if self.sm['liveLocationKalman'].excessiveResets:
self.events.add(EventName.localizerMalfunction)
# Check if all manager processes are running
not_running = set(p.name for p in self.sm['managerState'].processes
if not p.running)
if self.sm.rcv_frame['managerState'] and (not_running -
IGNORE_PROCESSES):
self.events.add(EventName.processNotRunning)
# Only allow engagement with brake pressed when stopped behind another stopped car
speeds = self.sm['longitudinalPlan'].speeds
if len(speeds) > 1:
v_future = speeds[-1]
else:
v_future = 100.0
if CS.brakePressed and v_future >= self.CP.vEgoStarting \
and self.CP.openpilotLongitudinalControl and CS.vEgo < 0.3:
self.events.add(EventName.noTarget)
def data_sample(self):
"""Receive data from sockets and update carState"""
# Update carState from CAN
can_strs = messaging.drain_sock_raw(self.can_sock, wait_for_one=True)
CS = self.CI.update(self.CC, can_strs)
self.sm.update(0)
all_valid = CS.canValid and self.sm.all_alive_and_valid()
if not self.initialized and (all_valid or self.sm.frame * DT_CTRL > 3.5
or SIMULATION):
if not self.read_only:
self.CI.init(self.CP, self.can_sock, self.pm.sock['sendcan'])
self.initialized = True
Params().put_bool("ControlsReady", True)
# Check for CAN timeout
if not can_strs:
self.can_error_counter += 1
self.can_rcv_error = True
else:
self.can_rcv_error = False
# When the panda and controlsd do not agree on controls_allowed
# we want to disengage openpilot. However the status from the panda goes through
# another socket other than the CAN messages and one can arrive earlier than the other.
# Therefore we allow a mismatch for two samples, then we trigger the disengagement.
if not self.enabled:
self.mismatch_counter = 0
# All pandas not in silent mode must have controlsAllowed when openpilot is enabled
for pandaState in self.sm['pandaStates']:
if pandaState.safetyModel != SafetyModel.silent and not pandaState.controlsAllowed and self.enabled:
self.mismatch_counter += 1
self.distance_traveled += CS.vEgo * DT_CTRL
return CS
def state_transition(self, CS):
"""Compute conditional state transitions and execute actions on state transitions"""
self.v_cruise_kph_last = self.v_cruise_kph
# if stock cruise is completely disabled, then we can use our own set speed logic
if not self.CP.pcmCruise:
self.v_cruise_kph = update_v_cruise(self.v_cruise_kph,
CS.buttonEvents,
self.button_timers,
self.enabled, self.is_metric)
elif self.CP.pcmCruise and CS.cruiseState.enabled:
self.v_cruise_kph = CS.cruiseState.speed * CV.MS_TO_KPH
# decrease the soft disable timer at every step, as it's reset on
# entrance in SOFT_DISABLING state
self.soft_disable_timer = max(0, self.soft_disable_timer - 1)
self.current_alert_types = [ET.PERMANENT]
# ENABLED, PRE ENABLING, SOFT DISABLING
if self.state != State.disabled:
# user and immediate disable always have priority in a non-disabled state
if self.events.any(ET.USER_DISABLE):
self.state = State.disabled
self.current_alert_types.append(ET.USER_DISABLE)
elif self.events.any(ET.IMMEDIATE_DISABLE):
self.state = State.disabled
self.current_alert_types.append(ET.IMMEDIATE_DISABLE)
else:
# ENABLED
if self.state == State.enabled:
if self.events.any(ET.SOFT_DISABLE):
self.state = State.softDisabling
self.soft_disable_timer = 300 # 3s
self.current_alert_types.append(ET.SOFT_DISABLE)
# SOFT DISABLING
elif self.state == State.softDisabling:
if not self.events.any(ET.SOFT_DISABLE):
# no more soft disabling condition, so go back to ENABLED
self.state = State.enabled
elif self.events.any(
ET.SOFT_DISABLE) and self.soft_disable_timer > 0:
self.current_alert_types.append(ET.SOFT_DISABLE)
elif self.soft_disable_timer <= 0:
self.state = State.disabled
# PRE ENABLING
elif self.state == State.preEnabled:
if not self.events.any(ET.PRE_ENABLE):
self.state = State.enabled
else:
self.current_alert_types.append(ET.PRE_ENABLE)
# DISABLED
elif self.state == State.disabled:
if self.events.any(ET.ENABLE):
if self.events.any(ET.NO_ENTRY):
self.current_alert_types.append(ET.NO_ENTRY)
else:
if self.events.any(ET.PRE_ENABLE):
self.state = State.preEnabled
else:
self.state = State.enabled
self.current_alert_types.append(ET.ENABLE)
self.v_cruise_kph = initialize_v_cruise(
CS.vEgo, CS.buttonEvents, self.v_cruise_kph_last)
# Check if actuators are enabled
self.active = self.state == State.enabled or self.state == State.softDisabling
if self.active:
self.current_alert_types.append(ET.WARNING)
# Check if openpilot is engaged
self.enabled = self.active or self.state == State.preEnabled
def state_control(self, CS):
"""Given the state, this function returns an actuators packet"""
# Update VehicleModel
params = self.sm['liveParameters']
x = max(params.stiffnessFactor, 0.1)
sr = max(params.steerRatio, 0.1)
self.VM.update_params(x, sr)
lat_plan = self.sm['lateralPlan']
long_plan = self.sm['longitudinalPlan']
actuators = car.CarControl.Actuators.new_message()
actuators.longControlState = self.LoC.long_control_state
if CS.leftBlinker or CS.rightBlinker:
self.last_blinker_frame = self.sm.frame
# State specific actions
if not self.active:
self.LaC.reset()
self.LoC.reset(v_pid=CS.vEgo)
if not self.joystick_mode:
# accel PID loop
pid_accel_limits = self.CI.get_pid_accel_limits(
self.CP, CS.vEgo, self.v_cruise_kph * CV.KPH_TO_MS)
actuators.accel = self.LoC.update(self.active, CS, self.CP,
long_plan, pid_accel_limits)
# Steering PID loop and lateral MPC
desired_curvature, desired_curvature_rate = get_lag_adjusted_curvature(
self.CP, CS.vEgo, lat_plan.psis, lat_plan.curvatures,
lat_plan.curvatureRates)
actuators.steer, actuators.steeringAngleDeg, lac_log = self.LaC.update(
self.active, CS, self.CP, self.VM, params, desired_curvature,
desired_curvature_rate)
else:
lac_log = log.ControlsState.LateralDebugState.new_message()
if self.sm.rcv_frame['testJoystick'] > 0 and self.active:
actuators.accel = 4.0 * clip(self.sm['testJoystick'].axes[0],
-1, 1)
steer = clip(self.sm['testJoystick'].axes[1], -1, 1)
# max angle is 45 for angle-based cars
actuators.steer, actuators.steeringAngleDeg = steer, steer * 45.
lac_log.active = True
lac_log.steeringAngleDeg = CS.steeringAngleDeg
lac_log.output = steer
lac_log.saturated = abs(steer) >= 0.9
# Check for difference between desired angle and angle for angle based control
angle_control_saturated = self.CP.steerControlType == car.CarParams.SteerControlType.angle and \
abs(actuators.steeringAngleDeg - CS.steeringAngleDeg) > STEER_ANGLE_SATURATION_THRESHOLD
if angle_control_saturated and not CS.steeringPressed and self.active:
self.saturated_count += 1
else:
self.saturated_count = 0
# Send a "steering required alert" if saturation count has reached the limit
if (lac_log.saturated and not CS.steeringPressed) or \
(self.saturated_count > STEER_ANGLE_SATURATION_TIMEOUT):
if len(lat_plan.dPathPoints):
# Check if we deviated from the path
left_deviation = actuators.steer > 0 and lat_plan.dPathPoints[
0] < -0.1
right_deviation = actuators.steer < 0 and lat_plan.dPathPoints[
0] > 0.1
if left_deviation or right_deviation:
self.events.add(EventName.steerSaturated)
# Ensure no NaNs/Infs
for p in ACTUATOR_FIELDS:
attr = getattr(actuators, p)
if not isinstance(attr, Number):
continue
if not math.isfinite(attr):
cloudlog.error(
f"actuators.{p} not finite {actuators.to_dict()}")
setattr(actuators, p, 0.0)
return actuators, lac_log
def update_button_timers(self, buttonEvents):
# increment timer for buttons still pressed
for k in self.button_timers.keys():
if self.button_timers[k] > 0:
self.button_timers[k] += 1
for b in buttonEvents:
if b.type.raw in self.button_timers:
self.button_timers[b.type.raw] = 1 if b.pressed else 0
def publish_logs(self, CS, start_time, actuators, lac_log):
"""Send actuators and hud commands to the car, send controlsstate and MPC logging"""
CC = car.CarControl.new_message()
CC.enabled = self.enabled
CC.active = self.active
CC.actuators = actuators
CC.cruiseControl.cancel = CS.cruiseState.enabled and (
not self.enabled or not self.CP.pcmCruise)
if self.joystick_mode and self.sm.rcv_frame[
'testJoystick'] > 0 and self.sm['testJoystick'].buttons[0]:
CC.cruiseControl.cancel = True
CC.hudControl.setSpeed = float(self.v_cruise_kph * CV.KPH_TO_MS)
CC.hudControl.speedVisible = self.enabled
CC.hudControl.lanesVisible = self.enabled
CC.hudControl.leadVisible = self.sm['longitudinalPlan'].hasLead
right_lane_visible = self.sm['lateralPlan'].rProb > 0.5
left_lane_visible = self.sm['lateralPlan'].lProb > 0.5
CC.hudControl.rightLaneVisible = bool(right_lane_visible)
CC.hudControl.leftLaneVisible = bool(left_lane_visible)
recent_blinker = (self.sm.frame - self.last_blinker_frame
) * DT_CTRL < 5.0 # 5s blinker cooldown
ldw_allowed = self.is_ldw_enabled and CS.vEgo > LDW_MIN_SPEED and not recent_blinker \
and not self.active and self.sm['liveCalibration'].calStatus == Calibration.CALIBRATED
meta = self.sm['modelV2'].meta
if len(meta.desirePrediction) and ldw_allowed:
l_lane_change_prob = meta.desirePrediction[Desire.laneChangeLeft -
1]
r_lane_change_prob = meta.desirePrediction[Desire.laneChangeRight -
1]
l_lane_close = left_lane_visible and (
self.sm['modelV2'].laneLines[1].y[0] > -(1.08 + CAMERA_OFFSET))
r_lane_close = right_lane_visible and (
self.sm['modelV2'].laneLines[2].y[0] < (1.08 - CAMERA_OFFSET))
CC.hudControl.leftLaneDepart = bool(
l_lane_change_prob > LANE_DEPARTURE_THRESHOLD and l_lane_close)
CC.hudControl.rightLaneDepart = bool(
r_lane_change_prob > LANE_DEPARTURE_THRESHOLD and r_lane_close)
if CC.hudControl.rightLaneDepart or CC.hudControl.leftLaneDepart:
self.events.add(EventName.ldw)
clear_event = ET.WARNING if ET.WARNING not in self.current_alert_types else None
alerts = self.events.create_alerts(self.current_alert_types,
[self.CP, self.sm, self.is_metric])
self.AM.add_many(self.sm.frame, alerts, self.enabled)
self.AM.process_alerts(self.sm.frame, clear_event)
CC.hudControl.visualAlert = self.AM.visual_alert
if not self.read_only and self.initialized:
# send car controls over can
can_sends = self.CI.apply(CC)
self.pm.send(
'sendcan',
can_list_to_can_capnp(can_sends,
msgtype='sendcan',
valid=CS.canValid))
force_decel = (self.sm['driverMonitoringState'].awarenessStatus < 0.) or \
(self.state == State.softDisabling)
# Curvature & Steering angle
params = self.sm['liveParameters']
steer_angle_without_offset = math.radians(CS.steeringAngleDeg -
params.angleOffsetAverageDeg)
curvature = -self.VM.calc_curvature(steer_angle_without_offset,
CS.vEgo)
# controlsState
dat = messaging.new_message('controlsState')
dat.valid = CS.canValid
controlsState = dat.controlsState
controlsState.alertText1 = self.AM.alert_text_1
controlsState.alertText2 = self.AM.alert_text_2
controlsState.alertSize = self.AM.alert_size
controlsState.alertStatus = self.AM.alert_status
controlsState.alertBlinkingRate = self.AM.alert_rate
controlsState.alertType = self.AM.alert_type
controlsState.alertSound = self.AM.audible_alert
controlsState.canMonoTimes = list(CS.canMonoTimes)
controlsState.longitudinalPlanMonoTime = self.sm.logMonoTime[
'longitudinalPlan']
controlsState.lateralPlanMonoTime = self.sm.logMonoTime['lateralPlan']
controlsState.enabled = self.enabled
controlsState.active = self.active
controlsState.curvature = curvature
controlsState.state = self.state
controlsState.engageable = not self.events.any(ET.NO_ENTRY)
controlsState.longControlState = self.LoC.long_control_state
controlsState.vPid = float(self.LoC.v_pid)
controlsState.vCruise = float(self.v_cruise_kph)
controlsState.upAccelCmd = float(self.LoC.pid.p)
controlsState.uiAccelCmd = float(self.LoC.pid.i)
controlsState.ufAccelCmd = float(self.LoC.pid.f)
controlsState.cumLagMs = -self.rk.remaining * 1000.
controlsState.startMonoTime = int(start_time * 1e9)
controlsState.forceDecel = bool(force_decel)
controlsState.canErrorCounter = self.can_error_counter
if self.joystick_mode:
controlsState.lateralControlState.debugState = lac_log
elif self.CP.steerControlType == car.CarParams.SteerControlType.angle:
controlsState.lateralControlState.angleState = lac_log
elif self.CP.lateralTuning.which() == 'pid':
controlsState.lateralControlState.pidState = lac_log
elif self.CP.lateralTuning.which() == 'lqr':
controlsState.lateralControlState.lqrState = lac_log
elif self.CP.lateralTuning.which() == 'indi':
controlsState.lateralControlState.indiState = lac_log
self.pm.send('controlsState', dat)
# carState
car_events = self.events.to_msg()
cs_send = messaging.new_message('carState')
cs_send.valid = CS.canValid
cs_send.carState = CS
cs_send.carState.events = car_events
self.pm.send('carState', cs_send)
# carEvents - logged every second or on change
if (self.sm.frame % int(1. / DT_CTRL)
== 0) or (self.events.names != self.events_prev):
ce_send = messaging.new_message('carEvents', len(self.events))
ce_send.carEvents = car_events
self.pm.send('carEvents', ce_send)
self.events_prev = self.events.names.copy()
# carParams - logged every 50 seconds (> 1 per segment)
if (self.sm.frame % int(50. / DT_CTRL) == 0):
cp_send = messaging.new_message('carParams')
cp_send.carParams = self.CP
self.pm.send('carParams', cp_send)
# carControl
cc_send = messaging.new_message('carControl')
cc_send.valid = CS.canValid
cc_send.carControl = CC
self.pm.send('carControl', cc_send)
# copy CarControl to pass to CarInterface on the next iteration
self.CC = CC
def step(self):
start_time = sec_since_boot()
self.prof.checkpoint("Ratekeeper", ignore=True)
# Sample data from sockets and get a carState
CS = self.data_sample()
self.prof.checkpoint("Sample")
self.update_events(CS)
if not self.read_only and self.initialized:
# Update control state
self.state_transition(CS)
self.prof.checkpoint("State transition")
# Compute actuators (runs PID loops and lateral MPC)
actuators, lac_log = self.state_control(CS)
self.prof.checkpoint("State Control")
# Publish data
self.publish_logs(CS, start_time, actuators, lac_log)
self.prof.checkpoint("Sent")
self.update_button_timers(CS.buttonEvents)
def controlsd_thread(self):
while True:
self.step()
self.rk.monitor_time()
self.prof.display()
def controlsd_thread(gctx=None, rate=100):
gc.disable()
# start the loop
set_realtime_priority(3)
##### AS
context = zmq.Context()
live100 = messaging.pub_sock(context, service_list['live100'].port)
carstate = messaging.pub_sock(context, service_list['carState'].port)
carcontrol = messaging.pub_sock(context, service_list['carControl'].port)
carla_socket = context.socket(zmq.PAIR)
carla_socket.bind("tcp://*:5560")
is_metric = True
passive = True
##### AS
# No sendcan if passive
if not passive:
sendcan = messaging.pub_sock(context, service_list['sendcan'].port)
else:
sendcan = None
# Sub sockets
poller = zmq.Poller()
#thermal = messaging.sub_sock(context, service_list['thermal'].port, conflate=True, poller=poller)
#health = messaging.sub_sock(context, service_list['health'].port, conflate=True, poller=poller)
cal = messaging.sub_sock(context,
service_list['liveCalibration'].port,
conflate=True,
poller=poller)
#driver_monitor = messaging.sub_sock(context, service_list['driverMonitoring'].port, conflate=True, poller=poller)
plan_sock = messaging.sub_sock(context,
service_list['plan'].port,
conflate=True,
poller=poller)
path_plan_sock = messaging.sub_sock(context,
service_list['pathPlan'].port,
conflate=True,
poller=poller)
#logcan = messaging.sub_sock(context, service_list['can'].port)
CC = car.CarControl.new_message()
CP = ToyotaInterface.get_params("TOYOTA PRIUS 2017", {})
CP.steerRatio = 1.0
CI = ToyotaInterface(CP, sendcan)
if CI is None:
raise Exception("unsupported car")
# if stock camera is connected, then force passive behavior
if not CP.enableCamera:
passive = True
sendcan = None
if passive:
CP.safetyModel = car.CarParams.SafetyModels.noOutput
LoC = LongControl(CP, CI.compute_gb)
VM = VehicleModel(CP)
LaC = LatControl(CP)
AM = AlertManager()
if not passive:
AM.add("startup", False)
state = State.enabled
soft_disable_timer = 0
v_cruise_kph = 50 ##### !!! change
v_cruise_kph_last = 0 ##### !! change
cal_status = Calibration.CALIBRATED
cal_perc = 0
plan = messaging.new_message()
plan.init('plan')
path_plan = messaging.new_message()
path_plan.init('pathPlan')
rk = Ratekeeper(rate, print_delay_threshold=2. / 1000)
angle_offset = 0.
prof = Profiler(False) # off by default
startup = True ##### AS
while True:
start_time = int(sec_since_boot() * 1e9)
prof.checkpoint("Ratekeeper", ignore=True)
if cal_status != Calibration.CALIBRATED:
assert (1 == 0), 'Got uncalibrated for some reason'
stuff = recv_array(carla_socket)
current_vel = float(stuff[0])
current_steer = float(stuff[1])
v_cruise_kph = float(stuff[2])
updateInternalCS(CI.CS, current_vel, current_steer, 0, v_cruise_kph)
CS = returnNewCS(CI)
events = list(CS.events)
##### AS since we dont do preenabled state
if startup:
LaC.reset()
LoC.reset(v_pid=CS.vEgo)
v_acc = 0
a_acc = 0
AM.process_alerts(0.0)
startup = False
ASsend_live100_CS(plan, path_plan, CS, VM, state, events, v_cruise_kph,
AM, LaC, LoC, angle_offset, v_acc, a_acc, rk,
start_time, live100, carstate)
cal_status, cal_perc, plan, path_plan =\
ASdata_sample(plan_sock, path_plan_sock, cal, poller, cal_status, cal_perc, state, plan, path_plan)
prof.checkpoint("Sample")
path_plan_age = (start_time - path_plan.logMonoTime) / 1e9
plan_age = (start_time - plan.logMonoTime) / 1e9
if not path_plan.pathPlan.valid or plan_age > 0.5 or path_plan_age > 0.5:
print 'planner time too long or invalid'
#events.append(create_event('plannerError', [ET.NO_ENTRY, ET.SOFT_DISABLE]))
events += list(plan.plan.events)
# Only allow engagement with brake pressed when stopped behind another stopped car
#if CS.brakePressed and plan.plan.vTargetFuture >= STARTING_TARGET_SPEED and not CP.radarOffCan and CS.vEgo < 0.3:
# events.append(create_event('noTarget', [ET.NO_ENTRY, ET.IMMEDIATE_DISABLE]))
if not passive:
# update control state
state, soft_disable_timer, v_cruise_kph, v_cruise_kph_last = \
state_transition(CS, CP, state, events, soft_disable_timer, v_cruise_kph, AM)
prof.checkpoint("State transition")
v_acc, a_acc = \
ASstate_control(plan.plan, path_plan.pathPlan, CS, CP, state, events, v_cruise_kph,
v_cruise_kph_last, AM, rk,
LaC, LoC, VM, angle_offset, passive, is_metric, cal_perc)
prof.checkpoint("State Control")
# Publish data
yawrate = VM.yaw_rate(math.radians(path_plan.pathPlan.angleSteers),
v_acc)
beta = (VM.aR + VM.aF * VM.chi -
VM.m * v_acc**2 / VM.cF / VM.cR / VM.l *
(VM.cF * VM.aF - VM.cR * VM.aR * VM.chi))
beta *= yawrate / (1 - VM.chi) / v_acc
send_array(
carla_socket,
np.array([
v_acc, path_plan.pathPlan.angleSteers,
-3.3 * math.degrees(yawrate), -3.3 * math.degrees(beta)
]))
prof.checkpoint("Sent")
rk.monitor_time() # Run at 100Hz, no 20 Hz
prof.display()
def __init__(self, sm=None, pm=None, can_sock=None, CI=None):
config_realtime_process(4, Priority.CTRL_HIGH)
# Setup sockets
self.pm = pm
if self.pm is None:
self.pm = messaging.PubMaster(['sendcan', 'controlsState', 'carState',
'carControl', 'carEvents', 'carParams'])
self.camera_packets = ["roadCameraState", "driverCameraState"]
if TICI:
self.camera_packets.append("wideRoadCameraState")
self.can_sock = can_sock
if can_sock is None:
can_timeout = None if os.environ.get('NO_CAN_TIMEOUT', False) else 20
self.can_sock = messaging.sub_sock('can', timeout=can_timeout)
if TICI:
self.log_sock = messaging.sub_sock('androidLog')
if CI is None:
# wait for one pandaState and one CAN packet
print("Waiting for CAN messages...")
get_one_can(self.can_sock)
self.CI, self.CP = get_car(self.can_sock, self.pm.sock['sendcan'])
else:
self.CI, self.CP = CI, CI.CP
params = Params()
self.joystick_mode = params.get_bool("JoystickDebugMode") or (self.CP.notCar and sm is None)
joystick_packet = ['testJoystick'] if self.joystick_mode else []
self.sm = sm
if self.sm is None:
ignore = ['driverCameraState', 'managerState'] if SIMULATION else None
self.sm = messaging.SubMaster(['deviceState', 'pandaStates', 'peripheralState', 'modelV2', 'liveCalibration',
'driverMonitoringState', 'longitudinalPlan', 'lateralPlan', 'liveLocationKalman',
'managerState', 'liveParameters', 'radarState'] + self.camera_packets + joystick_packet,
ignore_alive=ignore, ignore_avg_freq=['radarState', 'longitudinalPlan'])
# set alternative experiences from parameters
self.disengage_on_accelerator = params.get_bool("DisengageOnAccelerator")
self.CP.alternativeExperience = 0
if not self.disengage_on_accelerator:
self.CP.alternativeExperience |= ALTERNATIVE_EXPERIENCE.DISABLE_DISENGAGE_ON_GAS
# read params
self.is_metric = params.get_bool("IsMetric")
self.is_ldw_enabled = params.get_bool("IsLdwEnabled")
openpilot_enabled_toggle = params.get_bool("OpenpilotEnabledToggle")
passive = params.get_bool("Passive") or not openpilot_enabled_toggle
# detect sound card presence and ensure successful init
sounds_available = HARDWARE.get_sound_card_online()
car_recognized = self.CP.carName != 'mock'
controller_available = self.CI.CC is not None and not passive and not self.CP.dashcamOnly
self.read_only = not car_recognized or not controller_available or self.CP.dashcamOnly
if self.read_only:
safety_config = car.CarParams.SafetyConfig.new_message()
safety_config.safetyModel = car.CarParams.SafetyModel.noOutput
self.CP.safetyConfigs = [safety_config]
# Write CarParams for radard
cp_bytes = self.CP.to_bytes()
params.put("CarParams", cp_bytes)
put_nonblocking("CarParamsCache", cp_bytes)
self.CC = car.CarControl.new_message()
self.CS_prev = car.CarState.new_message()
self.AM = AlertManager()
self.events = Events()
self.LoC = LongControl(self.CP)
self.VM = VehicleModel(self.CP)
if self.CP.steerControlType == car.CarParams.SteerControlType.angle:
self.LaC = LatControlAngle(self.CP, self.CI)
elif self.CP.lateralTuning.which() == 'pid':
self.LaC = LatControlPID(self.CP, self.CI)
elif self.CP.lateralTuning.which() == 'indi':
self.LaC = LatControlINDI(self.CP, self.CI)
elif self.CP.lateralTuning.which() == 'lqr':
self.LaC = LatControlLQR(self.CP, self.CI)
elif self.CP.lateralTuning.which() == 'torque':
self.LaC = LatControlTorque(self.CP, self.CI)
self.initialized = False
self.state = State.disabled
self.enabled = False
self.active = False
self.can_rcv_error = False
self.soft_disable_timer = 0
self.v_cruise_kph = 255
self.v_cruise_kph_last = 0
self.mismatch_counter = 0
self.cruise_mismatch_counter = 0
self.can_rcv_error_counter = 0
self.last_blinker_frame = 0
self.distance_traveled = 0
self.last_functional_fan_frame = 0
self.events_prev = []
self.current_alert_types = [ET.PERMANENT]
self.logged_comm_issue = None
self.button_timers = {ButtonEvent.Type.decelCruise: 0, ButtonEvent.Type.accelCruise: 0}
self.last_actuators = car.CarControl.Actuators.new_message()
# scc smoother
self.is_cruise_enabled = False
self.applyMaxSpeed = 0
self.apply_accel = 0.
self.fused_accel = 0.
self.lead_drel = 0.
self.aReqValue = 0.
self.aReqValueMin = 0.
self.aReqValueMax = 0.
self.sccStockCamStatus = 0
self.sccStockCamAct = 0
self.left_lane_visible = False
self.right_lane_visible = False
self.wide_camera = TICI and params.get_bool('EnableWideCamera')
self.disable_op_fcw = params.get_bool('DisableOpFcw')
self.mad_mode_enabled = Params().get_bool('MadModeEnabled')
# TODO: no longer necessary, aside from process replay
self.sm['liveParameters'].valid = True
self.startup_event = get_startup_event(car_recognized, controller_available, len(self.CP.carFw) > 0)
if not sounds_available:
self.events.add(EventName.soundsUnavailable, static=True)
if not car_recognized:
self.events.add(EventName.carUnrecognized, static=True)
if len(self.CP.carFw) > 0:
set_offroad_alert("Offroad_CarUnrecognized", True)
else:
set_offroad_alert("Offroad_NoFirmware", True)
elif self.read_only:
self.events.add(EventName.dashcamMode, static=True)
elif self.joystick_mode:
self.events.add(EventName.joystickDebug, static=True)
self.startup_event = None
# controlsd is driven by can recv, expected at 100Hz
self.rk = Ratekeeper(100, print_delay_threshold=None)
self.prof = Profiler(False) # off by default
def controlsd_thread(gctx, rate=100): #rate in Hz
# *** log ***
context = zmq.Context()
live100 = messaging.pub_sock(context, service_list['live100'].port)
carstate = messaging.pub_sock(context, service_list['carState'].port)
carcontrol = messaging.pub_sock(context, service_list['carControl'].port)
thermal = messaging.sub_sock(context, service_list['thermal'].port)
health = messaging.sub_sock(context, service_list['health'].port)
plan_sock = messaging.sub_sock(context, service_list['plan'].port)
logcan = messaging.sub_sock(context, service_list['can'].port)
# connects to can
CP = fingerprint(logcan)
# import the car from the fingerprint
cloudlog.info("controlsd is importing %s", CP.carName)
exec('from selfdrive.car.'+CP.carName+'.interface import CarInterface')
sendcan = messaging.pub_sock(context, service_list['sendcan'].port)
CI = CarInterface(CP, logcan, sendcan)
# write CarParams
Params().put("CarParams", CP.to_bytes())
AM = AlertManager()
LoC = LongControl()
LaC = LatControl()
# fake plan
plan = log.Plan.new_message()
plan.lateralValid = False
plan.longitudinalValid = False
last_plan_time = 0
# controls enabled state
enabled = False
last_enable_request = 0
# learned angle offset
angle_offset = 0
# rear view camera state
rear_view_toggle = False
v_cruise_kph = 255
# 0.0 - 1.0
awareness_status = 0.0
soft_disable_timer = None
# Is cpu temp too high to enable?
overtemp = False
free_space = 1.0
# start the loop
set_realtime_priority(2)
rk = Ratekeeper(rate, print_delay_threshold=2./1000)
while 1:
prof = Profiler()
cur_time = sec_since_boot()
# read CAN
CS = CI.update()
# broadcast carState
cs_send = messaging.new_message()
cs_send.init('carState')
cs_send.carState = CS # copy?
carstate.send(cs_send.to_bytes())
prof.checkpoint("CarInterface")
# did it request to enable?
enable_request, enable_condition = False, False
if enabled:
# gives the user 6 minutes
awareness_status -= 1.0/(100*60*6)
if awareness_status <= 0.:
AM.add("driverDistracted", enabled)
# reset awareness status on steering
if CS.steeringPressed:
awareness_status = 1.0
# handle button presses
for b in CS.buttonEvents:
print b
# reset awareness on any user action
awareness_status = 1.0
# button presses for rear view
if b.type == "leftBlinker" or b.type == "rightBlinker":
if b.pressed:
rear_view_toggle = True
else:
rear_view_toggle = False
if b.type == "altButton1" and b.pressed:
rear_view_toggle = not rear_view_toggle
if not CP.enableCruise and enabled and not b.pressed:
if b.type == "accelCruise":
v_cruise_kph = v_cruise_kph - (v_cruise_kph % V_CRUISE_DELTA) + V_CRUISE_DELTA
elif b.type == "decelCruise":
v_cruise_kph = v_cruise_kph - (v_cruise_kph % V_CRUISE_DELTA) - V_CRUISE_DELTA
v_cruise_kph = clip(v_cruise_kph, V_CRUISE_MIN, V_CRUISE_MAX)
if not enabled and b.type in ["accelCruise", "decelCruise"] and not b.pressed:
enable_request = True
# do disable on button down
if b.type == "cancel" and b.pressed:
AM.add("disable", enabled)
prof.checkpoint("Buttons")
# *** health checking logic ***
hh = messaging.recv_sock(health)
if hh is not None:
# if the board isn't allowing controls but somehow we are enabled!
if not hh.health.controlsAllowed and enabled:
AM.add("controlsMismatch", enabled)
# *** thermal checking logic ***
# thermal data, checked every second
td = messaging.recv_sock(thermal)
if td is not None:
# Check temperature.
overtemp = any(
t > 950
for t in (td.thermal.cpu0, td.thermal.cpu1, td.thermal.cpu2,
td.thermal.cpu3, td.thermal.mem, td.thermal.gpu))
# under 15% of space free
free_space = td.thermal.freeSpace
prof.checkpoint("Health")
# disable if the pedals are pressed while engaged, this is a user disable
if enabled:
if CS.gasPressed or CS.brakePressed:
AM.add("disable", enabled)
if enable_request:
# check for pressed pedals
if CS.gasPressed or CS.brakePressed:
AM.add("pedalPressed", enabled)
enable_request = False
else:
print "enabled pressed at", cur_time
last_enable_request = cur_time
# don't engage with less than 15% free
if free_space < 0.15:
AM.add("outOfSpace", enabled)
enable_request = False
if CP.enableCruise:
enable_condition = ((cur_time - last_enable_request) < 0.2) and CS.cruiseState.enabled
else:
enable_condition = enable_request
if CP.enableCruise and CS.cruiseState.enabled:
v_cruise_kph = CS.cruiseState.speed * CV.MS_TO_KPH
prof.checkpoint("AdaptiveCruise")
# *** what's the plan ***
new_plan = messaging.recv_sock(plan_sock)
if new_plan is not None:
plan = new_plan.plan
plan = plan.as_builder() # plan can change in controls
last_plan_time = cur_time
# check plan for timeout
if cur_time - last_plan_time > 0.5:
plan.lateralValid = False
plan.longitudinalValid = False
# gives 18 seconds before decel begins (w 6 minute timeout)
if awareness_status < -0.05:
plan.aTargetMax = min(plan.aTargetMax, -0.2)
plan.aTargetMin = min(plan.aTargetMin, plan.aTargetMax)
if enable_request or enable_condition or enabled:
# add all alerts from car
for alert in CS.errors:
AM.add(alert, enabled)
if not plan.longitudinalValid:
AM.add("radarCommIssue", enabled)
if not plan.lateralValid:
# If the model is not broadcasting, assume that it is because
# the user has uploaded insufficient data for calibration.
# Other cases that would trigger this are rare and unactionable by the user.
AM.add("dataNeeded", enabled)
if overtemp:
AM.add("overheat", enabled)
# *** angle offset learning ***
if rk.frame % 5 == 2 and plan.lateralValid:
# *** run this at 20hz again ***
angle_offset = learn_angle_offset(enabled, CS.vEgo, angle_offset, np.asarray(plan.dPoly), LaC.y_des, CS.steeringPressed)
# *** gas/brake PID loop ***
final_gas, final_brake = LoC.update(enabled, CS.vEgo, v_cruise_kph,
plan.vTarget,
[plan.aTargetMin, plan.aTargetMax],
plan.jerkFactor, CP)
# *** steering PID loop ***
final_steer, sat_flag = LaC.update(enabled, CS.vEgo, CS.steeringAngle, CS.steeringPressed, plan.dPoly, angle_offset, CP)
prof.checkpoint("PID")
# ***** handle alerts ****
# send a "steering required alert" if saturation count has reached the limit
if sat_flag:
AM.add("steerSaturated", enabled)
if enabled and AM.alertShouldDisable():
print "DISABLING IMMEDIATELY ON ALERT"
enabled = False
if enabled and AM.alertShouldSoftDisable():
if soft_disable_timer is None:
soft_disable_timer = 3 * rate
elif soft_disable_timer == 0:
print "SOFT DISABLING ON ALERT"
enabled = False
else:
soft_disable_timer -= 1
else:
soft_disable_timer = None
if enable_condition and not enabled and not AM.alertPresent():
print "*** enabling controls"
# beep for enabling
AM.add("enable", enabled)
# enable both lateral and longitudinal controls
enabled = True
# on activation, let's always set v_cruise from where we are, even if PCM ACC is active
v_cruise_kph = int(round(max(CS.vEgo * CV.MS_TO_KPH, V_CRUISE_ENABLE_MIN)))
# 6 minutes driver you're on
awareness_status = 1.0
# reset the PID loops
LaC.reset()
# start long control at actual speed
LoC.reset(v_pid = CS.vEgo)
# *** push the alerts to current ***
alert_text_1, alert_text_2, visual_alert, audible_alert = AM.process_alerts(cur_time)
# ***** control the car *****
CC = car.CarControl.new_message()
CC.enabled = enabled
CC.gas = float(final_gas)
CC.brake = float(final_brake)
CC.steeringTorque = float(final_steer)
CC.cruiseControl.override = True
CC.cruiseControl.cancel = bool((not CP.enableCruise) or (not enabled and CS.cruiseState.enabled)) # always cancel if we have an interceptor
# brake discount removes a sharp nonlinearity
brake_discount = (1.0 - clip(final_brake*3., 0.0, 1.0))
CC.cruiseControl.speedOverride = float(max(0.0, ((LoC.v_pid - .5) * brake_discount)) if CP.enableCruise else 0.0)
#CC.cruiseControl.accelOverride = float(AC.a_pcm)
# TODO: fix this
CC.cruiseControl.accelOverride = float(1.0)
CC.hudControl.setSpeed = float(v_cruise_kph * CV.KPH_TO_MS)
CC.hudControl.speedVisible = enabled
CC.hudControl.lanesVisible = enabled
#CC.hudControl.leadVisible = bool(AC.has_lead)
# TODO: fix this
CC.hudControl.leadVisible = False
CC.hudControl.visualAlert = visual_alert
CC.hudControl.audibleAlert = audible_alert
# this alert will apply next controls cycle
if not CI.apply(CC):
AM.add("controlsFailed", enabled)
# broadcast carControl
cc_send = messaging.new_message()
cc_send.init('carControl')
cc_send.carControl = CC # copy?
carcontrol.send(cc_send.to_bytes())
prof.checkpoint("CarControl")
# ***** publish state to logger *****
# publish controls state at 100Hz
dat = messaging.new_message()
dat.init('live100')
# show rear view camera on phone if in reverse gear or when button is pressed
dat.live100.rearViewCam = ('reverseGear' in CS.errors) or rear_view_toggle
dat.live100.alertText1 = alert_text_1
dat.live100.alertText2 = alert_text_2
dat.live100.awarenessStatus = max(awareness_status, 0.0) if enabled else 0.0
# what packets were used to process
dat.live100.canMonoTimes = list(CS.canMonoTimes)
#dat.live100.mdMonoTime = PP.logMonoTime
#dat.live100.l20MonoTime = AC.logMonoTime
# if controls is enabled
dat.live100.enabled = enabled
# car state
dat.live100.vEgo = CS.vEgo
dat.live100.angleSteers = CS.steeringAngle
dat.live100.steerOverride = CS.steeringPressed
# longitudinal control state
dat.live100.vPid = float(LoC.v_pid)
dat.live100.vCruise = float(v_cruise_kph)
dat.live100.upAccelCmd = float(LoC.Up_accel_cmd)
dat.live100.uiAccelCmd = float(LoC.Ui_accel_cmd)
# lateral control state
dat.live100.yActual = float(LaC.y_actual)
dat.live100.yDes = float(LaC.y_des)
dat.live100.upSteer = float(LaC.Up_steer)
dat.live100.uiSteer = float(LaC.Ui_steer)
# processed radar state, should add a_pcm?
dat.live100.vTargetLead = float(plan.vTarget)
dat.live100.aTargetMin = float(plan.aTargetMin)
dat.live100.aTargetMax = float(plan.aTargetMax)
dat.live100.jerkFactor = float(plan.jerkFactor)
# lag
dat.live100.cumLagMs = -rk.remaining*1000.
live100.send(dat.to_bytes())
prof.checkpoint("Live100")
# *** run loop at fixed rate ***
if rk.keep_time():
prof.display()
class LatControlPID(object):
def __init__(self, CP):
self.kegman = kegman_conf(CP)
self.kegtime_prev = 0
self.profiler = Profiler(False, 'LaC')
self.frame = 0
self.pid = PIController((CP.lateralTuning.pid.kpBP, CP.lateralTuning.pid.kpV),
(CP.lateralTuning.pid.kiBP, CP.lateralTuning.pid.kiV),
k_f=CP.lateralTuning.pid.kf)
self.angle_steers_des = 0.
self.polyReact = 1.
self.poly_damp = 0
self.poly_factor = CP.lateralTuning.pid.polyFactor
self.poly_scale = CP.lateralTuning.pid.polyScale
self.path_error_comp = 0.0
self.damp_angle_steers = 0.
self.damp_angle_rate = 0.
self.damp_steer = 0.1
self.react_steer = 0.01
self.react_mpc = 0.0
self.damp_mpc = 0.25
self.angle_ff_ratio = 0.0
self.angle_ff_gain = 1.0
self.rate_ff_gain = CP.lateralTuning.pid.rateFFGain
self.angle_ff_bp = [[0.5, 5.0],[0.0, 1.0]]
self.lateral_offset = 0.0
self.previous_integral = 0.0
self.damp_angle_steers= 0.0
self.damp_rate_steers_des = 0.0
self.damp_angle_steers_des = 0.0
self.limited_damp_angle_steers_des = 0.0
self.old_plan_count = 0
self.last_plan_time = 0
self.lane_change_adjustment = 1.0
self.angle_index = 0.
self.avg_plan_age = 0.
self.min_index = 0
self.max_index = 0
self.prev_angle_steers = 0.
self.c_prob = 0.
self.deadzone = 0.
self.starting_angle = 0.
self.projected_lane_error = 0.
self.prev_projected_lane_error = 0.
self.path_index = None #np.arange((30.))*100.0/15.0
self.angle_rate_des = 0.0 # degrees/sec, rate dynamically limited by accel_limit
self.fast_angles = [[]]
self.center_angles = []
self.live_tune(CP)
self.react_index = 0.0
self.next_params_put = 36000
self.zero_poly_crossed = 0
self.zero_steer_crossed = 0
try:
params = Params()
lateral_params = params.get("LateralGain")
lateral_params = json.loads(lateral_params)
self.angle_ff_gain = max(1.0, float(lateral_params['angle_ff_gain']))
except:
self.angle_ff_gain = 1.0
def live_tune(self, CP):
if self.frame % 300 == 0:
(mode, ino, dev, nlink, uid, gid, size, atime, mtime, self.kegtime) = os.stat(os.path.expanduser('~/kegman.json'))
if self.kegtime != self.kegtime_prev:
try:
time.sleep(0.0001)
self.kegman = kegman_conf()
except:
print(" Kegman error")
self.pid._k_i = ([0.], [float(self.kegman.conf['Ki'])])
self.pid._k_p = ([0.], [float(self.kegman.conf['Kp'])])
self.pid.k_f = (float(self.kegman.conf['Kf']))
self.damp_steer = (float(self.kegman.conf['dampSteer']))
self.react_steer = (float(self.kegman.conf['reactSteer']))
self.react_mpc = (float(self.kegman.conf['reactMPC']))
self.damp_mpc = (float(self.kegman.conf['dampMPC']))
self.deadzone = float(self.kegman.conf['deadzone'])
self.polyReact = min(11, max(0, int(10 * float(self.kegman.conf['polyReact']))))
self.poly_damp = min(1, max(0, float(self.kegman.conf['polyDamp'])))
self.poly_factor = max(0.0, float(self.kegman.conf['polyFactor']) * 0.001)
self.require_blinker = bool(int(self.kegman.conf['requireBlinker']))
self.require_nudge = bool(int(self.kegman.conf['requireNudge']))
self.react_center = [max(0, float(self.kegman.conf['reactCenter0'])),max(0, float(self.kegman.conf['reactCenter1'])),max(0, float(self.kegman.conf['reactCenter2'])), 0]
self.kegtime_prev = self.kegtime
def update_lane_state(self, angle_steers, driver_opposing_lane, blinker_on, path_plan):
if self.require_nudge:
if self.lane_changing > 0.0: # and path_plan.cProb > 0:
self.lane_changing += 0.01 # max(self.lane_changing + 0.01, 0.005 * abs(path_plan.lPoly[5] + path_plan.rPoly[5]))
if self.lane_changing > 2.75 or (not blinker_on and self.lane_changing < 1.0 and abs(path_plan.cPoly[5]) < 100 and min(abs(self.starting_angle - angle_steers), abs(self.angle_steers_des - angle_steers)) < 1.5 and path_plan.cPoly[14] * path_plan.cPoly[0] > 0):
self.lane_changing = 0.0
self.stage = "4"
elif 2.25 <= self.lane_changing < 2.5 and path_plan.cPoly[14] * path_plan.cPoly[4] > 0: # abs(path_plan.lPoly[5] + path_plan.rPoly[5]) < abs(path_plan.cPoly[5]):
self.lane_changing = 2.5
self.stage = "3"
elif 2.0 <= self.lane_changing < 2.25 and path_plan.cPoly[14] * path_plan.cPoly[9] > 0: # (path_plan.lPoly[5] + path_plan.rPoly[5]) * path_plan.cPoly[0] < 0:
self.lane_changing = 2.25
self.stage = "2"
elif self.lane_changing < 2.0 and path_plan.cPoly[14] * path_plan.cPoly[0] < 0: #path_plan.laneWidth < 1.2 * abs(path_plan.lPoly[5] + path_plan.rPoly[5]):
self.lane_changing = 2.0
self.stage = "1"
elif self.lane_changing < 1.0 and abs(path_plan.cPoly[14]) > abs(path_plan.cPoly[7]): #path_plan.laneWidth < 1.2 * abs(path_plan.lPoly[5] + path_plan.rPoly[5]):
self.lane_changing = 0.98
self.stage = "0"
#else:
#self.lane_changing = max(self.lane_changing + 0.01, 0.005 * abs(path_plan.lPoly[5] + path_plan.rPoly[5]))
#if blinker_on:
# self.lane_change_adjustment = 0.0
#else:
self.lane_change_adjustment = interp(self.lane_changing, [0.0, 1.0, 2.0, 2.25, 2.5, 2.75], [0.0, 0.0, 0.0, 0.0, 0.0, 0.0])
#print("%0.2f lane_changing %0.2f adjustment %0.2f p_poly %0.2f avg_poly stage = %s blinker %d opposing %d width_1 %0.2f width_2 %0.2f center_1 %0.2f center_2 %0.2f" % (self.lane_changing, self.lane_change_adjustment, path_plan.cPoly[5], path_plan.lPoly[5] + path_plan.rPoly[5], self.stage, blinker_on, driver_opposing_lane, path_plan.laneWidth, 0.6 * abs(path_plan.lPoly[5] - path_plan.rPoly[5]), path_plan.cPoly[0], path_plan.lPoly[5] + path_plan.rPoly[5]))
elif (blinker_on or not self.require_blinker) and driver_opposing_lane and path_plan.rProb > 0 and path_plan.lProb > 0 and (abs(path_plan.cPoly[14]) > 100 or min(abs(self.starting_angle - angle_steers), abs(self.angle_steers_des - angle_steers)) > 1.0): # and path_plan.cPoly[14] * path_plan.cPoly[0] > 0:
print('starting lane change @ %0.2f' % self.lane_changing)
self.lane_changing = 0.01
self.lane_change_adjustment = 1.0
else:
if self.lane_changing != 0: print('terminating lane change @ %0.2f' % self.lane_changing)
self.lane_changing = 0
self.stage = "0"
self.starting_angle = angle_steers
self.lane_change_adjustment = 1.0
elif blinker_on:
self.lane_change_adjustment = 0.0
else:
self.lane_change_adjustment = 1.0
def reset(self):
self.pid.reset()
def adjust_angle_gain(self):
if (self.pid.f > 0) == (self.pid.i > 0) and abs(self.pid.i) >= abs(self.previous_integral):
if not abs(self.pid.f + self.pid.i) > 1: self.angle_ff_gain *= 1.0001
elif self.angle_ff_gain > 1.0:
self.angle_ff_gain *= 0.9999
self.previous_integral = self.pid.i
def update(self, active, brake_pressed, v_ego, angle_steers, angle_steers_rate, steer_override, CP, path_plan, canTime, blinker_on):
self.profiler.checkpoint('controlsd')
pid_log = car.CarState.LateralPIDState.new_message()
path_age = (time.time() * 1000 - path_plan.sysTime) * 1e-3
if (angle_steers - path_plan.angleOffset >= 0) == (self.prev_angle_steers < 0):
self.zero_steer_crossed = time.time()
self.prev_angle_steers = angle_steers - path_plan.angleOffset
if path_plan.canTime != self.last_plan_time and len(path_plan.fastAngles) > 1:
time.sleep(0.00001)
if path_age > 0.23: self.old_plan_count += 1
if self.path_index is None:
self.avg_plan_age = path_age
self.path_index = np.arange((len(path_plan.fastAngles)))*100.0/15.0
self.last_plan_time = path_plan.canTime
self.avg_plan_age += 0.01 * (path_age - self.avg_plan_age)
self.c_prob = path_plan.cProb
self.projected_lane_error = float(min(0.5, max(-0.5, self.c_prob * self.poly_factor * sum(np.array(path_plan.cPoly)))))
self.center_angles.append(float(self.projected_lane_error))
if len(self.center_angles) > 15: self.center_angles.pop(0)
if (self.projected_lane_error >= 0) == (self.prev_projected_lane_error < 0):
self.zero_poly_crossed = time.time()
self.prev_projected_lane_error = self.projected_lane_error
if time.time() - min(self.zero_poly_crossed, self.zero_steer_crossed) < 4:
self.projected_lane_error -= (float(self.c_prob * self.poly_damp * self.center_angles[0]))
self.fast_angles = np.array(path_plan.fastAngles)
self.profiler.checkpoint('path_plan')
if path_plan.paramsValid: self.angle_index = max(0., 100. * (self.react_mpc + path_age))
self.min_index = min(self.min_index, self.angle_index)
self.max_index = max(self.max_index, self.angle_index)
if self.frame % 300 == 0 and self.frame > 0:
print("old plans: %d avg plan age: %0.3f min index: %d max_index: %d center_steer: %0.2f" % (self.old_plan_count, self.avg_plan_age, self.min_index, self.max_index, self.path_error_comp))
self.min_index = 100
self.max_index = 0
self.profiler.checkpoint('update')
self.frame += 1
self.live_tune(CP)
self.profiler.checkpoint('live_tune')
if v_ego < 0.3 or not path_plan.paramsValid:
if self.frame > self.next_params_put and v_ego == 0 and brake_pressed:
self.next_params_put = self.frame + 36000
put_nonblocking("LateralGain", json.dumps({'angle_ff_gain': self.angle_ff_gain}))
self.profiler.checkpoint('params_put')
output_steer = 0.0
self.stage = "0"
self.lane_changing = 0.0
self.previous_integral = 0.0
self.previous_lane_error = 0.0
self.path_error_comp = 0.0
self.damp_angle_steers= 0.0
self.damp_rate_steers_des = 0.0
self.damp_angle_steers_des = 0.0
pid_log.active = False
self.pid.reset()
self.profiler.checkpoint('pid_reset')
else:
try:
pid_log.active = True
if False and blinker_on and steer_override:
self.path_error_comp *= 0.9
self.damp_angle_steers = angle_steers
self.angle_steers_des = angle_steers
self.damp_angle_steers_des = angle_steers
self.limited_damp_angle_steers_des = angle_steers
self.angle_rate_des = 0
else:
react_steer = self.react_steer + self.react_center[min(len(self.react_center)-1, int(abs(angle_steers - path_plan.angleOffset)))]
self.damp_angle_steers += (angle_steers + angle_steers_rate * (self.damp_steer + float(react_steer)) - self.damp_angle_steers) / max(1.0, self.damp_steer * 100.)
self.angle_steers_des = interp(self.angle_index, self.path_index, self.fast_angles[min(len(self.fast_angles)-1, int(self.polyReact))])
self.damp_angle_steers_des += (self.angle_steers_des - self.damp_angle_steers_des + self.projected_lane_error) / max(1.0, self.damp_mpc * 100.)
if (self.damp_angle_steers - self.damp_angle_steers_des) * (angle_steers - self.damp_angle_steers_des) < 0:
self.damp_angle_steers = self.damp_angle_steers_des
angle_feedforward = float(self.damp_angle_steers_des - path_plan.angleOffset) + float(self.path_error_comp)
self.angle_ff_ratio = float(gernterp(abs(angle_feedforward), self.angle_ff_bp[0], self.angle_ff_bp[1]))
rate_feedforward = (1.0 - self.angle_ff_ratio) * self.rate_ff_gain * self.angle_rate_des
steer_feedforward = float(v_ego)**2 * (rate_feedforward + angle_feedforward * self.angle_ff_ratio * self.angle_ff_gain)
if not steer_override and v_ego > 10.0:
if abs(angle_steers) > (self.angle_ff_bp[0][1] / 2.0):
self.adjust_angle_gain()
else:
self.previous_integral = self.pid.i
if path_plan.cProb == 0 or (angle_feedforward > 0) == (self.pid.p > 0) or (path_plan.cPoly[-1] > 0) == (self.pid.p > 0):
p_scale = 1.0
else:
p_scale = max(0.2, min(1.0, 1 / abs(angle_feedforward)))
self.profiler.checkpoint('pre-pid')
output_steer = self.pid.update(self.damp_angle_steers_des, self.damp_angle_steers, check_saturation=(v_ego > 10), override=steer_override, p_scale=p_scale,
add_error=0, feedforward=steer_feedforward, speed=v_ego, deadzone=self.deadzone if abs(angle_feedforward) < 1 else 0.0)
self.profiler.checkpoint('pid_update')
except:
output_steer = 0
print(" angle error!")
pass
#driver_opposing_op = steer_override and (angle_steers - self.prev_angle_steers) * output_steer < 0
#self.update_lane_state(angle_steers, driver_opposing_op, blinker_on, path_plan)
#self.profiler.checkpoint('lane_change')
output_factor = self.lane_change_adjustment if pid_log.active else 0
if self.lane_change_adjustment < 1 and self.lane_changing > 0:
self.damp_angle_steers_des = self.angle_steers_des
self.limit_damp_angle_steers_des = self.angle_steers_des
self.prev_override = steer_override
self.pid.f *= output_factor
self.pid.i *= output_factor
self.pid.p *= output_factor
output_steer *= output_factor
pid_log.p = float(self.pid.p)
pid_log.i = float(self.pid.i)
pid_log.f = float(self.pid.f)
pid_log.output = float(output_steer)
pid_log.p2 = float(self.projected_lane_error)
pid_log.saturated = bool(self.pid.saturated)
pid_log.angleFFRatio = self.angle_ff_ratio
pid_log.steerAngle = float(self.damp_angle_steers)
pid_log.steerAngleDes = float(self.damp_angle_steers_des)
self.sat_flag = self.pid.saturated
self.profiler.checkpoint('post_update')
if self.frame % 5000 == 1000 and self.profiler.enabled:
self.profiler.display()
self.profiler.reset(True)
return output_steer, float(self.angle_steers_des), pid_log
def controlsd_thread(gctx=None, rate=100, default_bias=0.):
gc.disable()
# start the loop
set_realtime_priority(3)
context = zmq.Context()
params = Params()
# pub
live100 = messaging.pub_sock(context, service_list['live100'].port)
carstate = messaging.pub_sock(context, service_list['carState'].port)
carcontrol = messaging.pub_sock(context, service_list['carControl'].port)
livempc = messaging.pub_sock(context, service_list['liveMpc'].port)
is_metric = params.get("IsMetric") == "1"
passive = params.get("Passive") != "0"
if not passive:
while 1:
try:
sendcan = messaging.pub_sock(context,
service_list['sendcan'].port)
break
except zmq.error.ZMQError:
kill_defaultd()
else:
sendcan = None
# sub
poller = zmq.Poller()
thermal = messaging.sub_sock(context,
service_list['thermal'].port,
conflate=True,
poller=poller)
health = messaging.sub_sock(context,
service_list['health'].port,
conflate=True,
poller=poller)
cal = messaging.sub_sock(context,
service_list['liveCalibration'].port,
conflate=True,
poller=poller)
driver_monitor = messaging.sub_sock(context,
service_list['driverMonitoring'].port,
conflate=True,
poller=poller)
gps_location = messaging.sub_sock(context,
service_list['gpsLocationExternal'].port,
conflate=True,
poller=poller)
logcan = messaging.sub_sock(context, service_list['can'].port)
CC = car.CarControl.new_message()
CI, CP = get_car(logcan, sendcan, 1.0 if passive else None)
if CI is None:
raise Exception("unsupported car")
# if stock camera is connected, then force passive behavior
if not CP.enableCamera:
passive = True
sendcan = None
if passive:
CP.safetyModel = car.CarParams.SafetyModels.noOutput
fcw_enabled = params.get("IsFcwEnabled") == "1"
geofence = None
PL = Planner(CP, fcw_enabled)
LoC = LongControl(CP, CI.compute_gb)
VM = VehicleModel(CP)
LaC = LatControl(VM)
AM = AlertManager()
driver_status = DriverStatus()
if not passive:
AM.add("startup", False)
# write CarParams
params.put("CarParams", CP.to_bytes())
state = State.disabled
soft_disable_timer = 0
v_cruise_kph = 255
v_cruise_kph_last = 0
overtemp = False
free_space = False
cal_status = Calibration.INVALID
cal_perc = 0
mismatch_counter = 0
low_battery = False
rk = Ratekeeper(rate, print_delay_threshold=2. / 1000)
# learned angle offset
angle_offset = default_bias
calibration_params = params.get("CalibrationParams")
if calibration_params:
try:
calibration_params = json.loads(calibration_params)
angle_offset = calibration_params["angle_offset2"]
except (ValueError, KeyError):
pass
prof = Profiler(False) # off by default
# Setup for real-time tuning
rt_tuning_file = '/data/.openpilot_rtt_params.pkl'
rtt_params = {}
last_mod_time = 0
while 1:
prof.checkpoint("Ratekeeper", ignore=True)
# sample data and compute car events
CS, events, cal_status, cal_perc, overtemp, free_space, low_battery, mismatch_counter = data_sample(
CI, CC, thermal, cal, health, driver_monitor, gps_location, poller,
cal_status, cal_perc, overtemp, free_space, low_battery,
driver_status, geofence, state, mismatch_counter, params)
prof.checkpoint("Sample")
# define plan
plan, plan_ts = calc_plan(CS, CP, events, PL, LaC, LoC, v_cruise_kph,
driver_status, geofence)
prof.checkpoint("Plan")
if not passive:
# update control state
state, soft_disable_timer, v_cruise_kph, v_cruise_kph_last = \
state_transition(CS, CP, state, events, soft_disable_timer, v_cruise_kph, AM)
prof.checkpoint("State transition")
# compute actuators
actuators, v_cruise_kph, driver_status, angle_offset = state_control(
plan, CS, CP, state, events, v_cruise_kph, v_cruise_kph_last, AM,
rk, driver_status, PL, LaC, LoC, VM, angle_offset, passive,
is_metric, cal_perc)
prof.checkpoint("State Control")
# publish data
CC = data_send(PL.perception_state, plan, plan_ts, CS, CI, CP, VM,
state, events, actuators, v_cruise_kph, rk, carstate,
carcontrol, live100, livempc, AM, driver_status, LaC,
LoC, angle_offset, passive)
prof.checkpoint("Sent")
###################### Real-Time Tuning Add-on ########################
# TODO: Move this into it's own function to clean things up
# TODO: Need to delay until fingerprint, or is this after already?
# Run this once per second... on frame 29, of course.
if rk.frame % 100 == 29:
# Get the last update time of our real-time tuning file
#print('Real-Time Tuning: Checking tuning file modification time.')
try:
mod_time = os.path.getmtime(rt_tuning_file)
#print('RTT mod_time: {0}'.format(mod_time))
except OSError:
# File doesn't exist or is inaccessible
mod_time = None
print(
'Real-Time Tuning: RT_TUNING_FILE did not exist or was inaccessible.'
)
# If rt_tuning_file doesn't exist, then create it from the current CarParams:
if mod_time is None:
rtt_params['steerKpBP'] = list(
CP.steerKpBP
) # Note that the Kp/Ki are lists! But if you reference them directly they are <capnp list builder []>.. oops.
rtt_params['steerKpV'] = list(CP.steerKpV)
rtt_params['steerKiBP'] = list(CP.steerKiBP)
rtt_params['steerKiV'] = list(CP.steerKiV)
rtt_params['steerKf'] = CP.steerKf
# TODO: Give the option to link the front and rear tire stiffness changes together
rtt_params['tireStiffnessFront'] = CP.tireStiffnessFront
rtt_params['tireStiffnessRear'] = CP.tireStiffnessRear
rtt_params['steerRatio'] = CP.steerRatio
rtt_params['steerRateCost'] = CP.steerRateCost
rtt_params['latPidDeadzone'] = 0.0
rtt_params['steerActuatorDelay'] = CP.steerActuatorDelay
# rtt_params['Camera Offset'] = PL.PP.cam_offset
# Write the pickle file
# TODO: try/except the open
with open(rt_tuning_file, "wb") as f_write:
pickle.dump(
rtt_params, f_write,
-1) # Dump to file with highest protocol (fastest)
# No need to update next time if we just wrote the file out...
last_mod_time = os.path.getmtime(rt_tuning_file)
#print('RTT Last_mod_time: {0}'.format(last_mod_time))
# If file exists and has been updated since the last time we read it in
elif last_mod_time != mod_time:
print(
'Real-Time Tuning: Reading in the modified tuning file.')
# Read in parameters from file
# TODO: try/except the open
with open(rt_tuning_file, "rb") as f_read:
rtt_params = pickle.load(f_read)
# Sanity check the data before setting it.. format is [min, max, failsafe]
# Failsafe is used if a value is not found or if the value sent is out of the range limits
rt_data_limits = {
'steerKpBP': [0.0, 67.0, 0.0],
'steerKpV': [0.0, 1.0, 0.2],
'steerKiBP': [0.0, 67.0, 0.0],
'steerKiV': [0.0, 1.0, 0.05],
'steerKf': [0.0, 0.001, 0.00005],
'tireStiffnessFront': [20000, 1000000, 192150],
'tireStiffnessRear': [20000, 1000000, 202500],
'steerRatio': [8.0, 25.0, 14.0],
'steerRateCost': [0.05, 1.0, 0.5],
'latPidDeadzone': [0.0, 4.0, 0.0],
'steerActuatorDelay': [0.0, 0.5, 0.1]
# 'Camera Offset': [ -0.2, 0.2, 0.06 ]
}
# Do the checks and set the values
for key in rt_data_limits:
rt_val = rtt_params.get(key)
if rt_val is None:
# If this key from data limits doesn't exist in our tuning data, then add it as the failsafe
# TODO: Use CP value here instead of failsafe?
rtt_params[key] = rt_data_limits[key][2]
print(
'Real-Time Tuning: Value did not exist in tuning file, replaced with failsafe. Key: '
+ key)
continue
# If it does exist, then check the values. First see if it's a list
try:
# If it's an iterable list...
for i, val2 in enumerate(rt_val):
# Check each value in the list
if (val2 < rt_data_limits[key][0]) or (
val2 > rt_data_limits[key][1]):
rt_val[i] = rt_data_limits[key][2]
print(
'Real-Time Tuning: Invalid value replaced! Key: '
+ key)
except:
# Not interable, compare it and fix if necessary
if (rt_val < rt_data_limits[key][0]) or (
rt_val > rt_data_limits[key][1]):
rt_val = rt_data_limits[key][2]
print(
'Real-Time Tuning: Invalid value replaced! Key: '
+ key)
# Set it back so if anything was fixed we have the updated value
rtt_params[key] = rt_val
# Update CP with the new params
CP.steerKpBP = rtt_params['steerKpBP']
CP.steerKpV = rtt_params['steerKpV']
CP.steerKiBP = rtt_params['steerKiBP']
CP.steerKiV = rtt_params['steerKiV']
CP.steerKf = rtt_params['steerKf']
CP.tireStiffnessFront = rtt_params['tireStiffnessFront']
CP.tireStiffnessRear = rtt_params['tireStiffnessRear']
CP.steerRatio = rtt_params['steerRatio']
CP.steerActuatorDelay = rtt_params['steerActuatorDelay']
if CP.steerRateCost != rtt_params['steerRateCost']:
print(CP.steerRateCost)
print(rtt_params['steerRateCost'])
CP.steerRateCost = rtt_params['steerRateCost']
rt_mpc_flag = True
print(
'Real-Time Tuning: CP.steerRateCost changed - Re-initializing lateral MPC.'
)
else:
rt_mpc_flag = False
# TODO: try/except the open
# Write the pickle file back so if we fixed any data errors the revised values will show up on the client-side
with open(rt_tuning_file, "wb") as f_write:
pickle.dump(
rtt_params, f_write,
-1) # Dump to file with highest protocol (fastest)
# Set the last modified time to this write.... we don't need to read back in what we just wrote out
# Only set this if we were able to successfully make the write (once the try/except is added)
last_mod_time = os.path.getmtime(rt_tuning_file)
# Make updates in latcontrol, etc. I'm not sure if this is actually necessary, depends on if the objects are referenced or not. Anyway, one less thing to debug atm.
VM.update_rt_params(CP)
LaC.update_rt_params(VM,
rt_mpc_flag,
deadzone=rtt_params['latPidDeadzone'])
#PL.PP.update_rt_params(rtt_params['Camera Offset'])
#print('RTT Last_mod_time: {0}'.format(last_mod_time))
####### END OF REAL-TIME TUNING ADD-ON #######
# *** run loop at fixed rate ***
rk.keep_time()
prof.display()
def controlsd_thread(gctx=None, rate=100):
gc.disable()
# start the loop
set_realtime_priority(3)
##### AS
context = zmq.Context()
live100 = messaging.pub_sock(context, service_list['live100'].port)
carstate = messaging.pub_sock(context, service_list['carState'].port)
carcontrol = messaging.pub_sock(context, service_list['carControl'].port)
carla_socket = context.socket(zmq.PAIR)
carla_socket.bind("tcp://*:5560")
is_metric = True
passive = True
##### AS
# No sendcan if passive
if not passive:
sendcan = messaging.pub_sock(context, service_list['sendcan'].port)
else:
sendcan = None
# Sub sockets
poller = zmq.Poller()
#thermal = messaging.sub_sock(context, service_list['thermal'].port, conflate=True, poller=poller)
#health = messaging.sub_sock(context, service_list['health'].port, conflate=True, poller=poller)
cal = messaging.sub_sock(context,
service_list['liveCalibration'].port,
conflate=True,
poller=poller)
#driver_monitor = messaging.sub_sock(context, service_list['driverMonitoring'].port, conflate=True, poller=poller)
plan_sock = messaging.sub_sock(context,
service_list['plan'].port,
conflate=True,
poller=poller)
path_plan_sock = messaging.sub_sock(context,
service_list['pathPlan'].port,
conflate=True,
poller=poller)
#logcan = messaging.sub_sock(context, service_list['can'].port)
CC = car.CarControl.new_message()
CP = ToyotaInterface.get_params("TOYOTA PRIUS 2017", {})
CP.steerRatio = 1.0
CI = ToyotaInterface(CP, sendcan)
if CI is None:
raise Exception("unsupported car")
# if stock camera is connected, then force passive behavior
if not CP.enableCamera:
passive = True
sendcan = None
if passive:
CP.safetyModel = car.CarParams.SafetyModels.noOutput
LoC = LongControl(CP, CI.compute_gb)
VM = VehicleModel(CP)
LaC = LatControl(CP)
AM = AlertManager()
if not passive:
AM.add("startup", False)
state = State.enabled
soft_disable_timer = 0
v_cruise_kph = 50 ##### !!! change
v_cruise_kph_last = 0 ##### !! change
cal_status = Calibration.INVALID
cal_perc = 0
plan = messaging.new_message()
plan.init('plan')
path_plan = messaging.new_message()
path_plan.init('pathPlan')
rk = Ratekeeper(rate, print_delay_threshold=2. / 1000)
angle_offset = 0.
prof = Profiler(False) # off by default
startup = True ##### AS
while True:
start_time = int(sec_since_boot() * 1e9)
prof.checkpoint("Ratekeeper", ignore=True)
# Sample data and compute car events
CS, events, cal_status, cal_perc, plan, path_plan =\
data_sample(CI, CC, plan_sock, path_plan_sock, cal, poller, cal_status, cal_perc, state, plan, path_plan, v_cruise_kph)
prof.checkpoint("Sample")
##### AS since we dont do preenabled state
if startup:
LaC.reset()
LoC.reset(v_pid=CS.vEgo)
if cal_status != Calibration.CALIBRATED:
continue
startup = False
path_plan_age = (start_time - path_plan.logMonoTime) / 1e9
plan_age = (start_time - plan.logMonoTime) / 1e9
if not path_plan.pathPlan.valid or plan_age > 0.5 or path_plan_age > 0.5:
print 'planner time too long'
#events.append(create_event('plannerError', [ET.NO_ENTRY, ET.SOFT_DISABLE]))
events += list(plan.plan.events)
# Only allow engagement with brake pressed when stopped behind another stopped car
#if CS.brakePressed and plan.plan.vTargetFuture >= STARTING_TARGET_SPEED and not CP.radarOffCan and CS.vEgo < 0.3:
# events.append(create_event('noTarget', [ET.NO_ENTRY, ET.IMMEDIATE_DISABLE]))
if not passive:
# update control state
state, soft_disable_timer, v_cruise_kph, v_cruise_kph_last = \
state_transition(CS, CP, state, events, soft_disable_timer, v_cruise_kph, AM)
prof.checkpoint("State transition")
# Compute actuators (runs PID loops and lateral MPC)
actuators, v_cruise_kph, angle_offset, v_acc, a_acc = \
state_control(plan.plan, path_plan.pathPlan, CS, CP, state, events, v_cruise_kph,
v_cruise_kph_last, AM, rk,
LaC, LoC, VM, angle_offset, passive, is_metric, cal_perc)
prof.checkpoint("State Control")
# Publish data
CC = data_send(plan, path_plan, CS, CI, CP, VM, state, events,
actuators, v_cruise_kph, rk, carstate, carcontrol,
live100, AM, LaC, LoC, angle_offset, passive,
start_time, v_acc, a_acc, carla_socket)
prof.checkpoint("Sent")
rk.keep_time() # Run at 100Hz, no 20 Hz
prof.display()
def controlsd_thread(gctx=None):
setproctitle('controlsd')
params = Params()
print(params)
# Pub Sockets
profiler = Profiler(True, 'controls')
sendcan = messaging.pub_sock(service_list['sendcan'].port)
controlsstate = messaging.pub_sock(service_list['controlsState'].port)
carstate = None #messaging.pub_sock(service_list['carState'].port)
carcontrol = messaging.pub_sock(service_list['carControl'].port)
carevents = messaging.pub_sock(service_list['carEvents'].port)
carparams = messaging.pub_sock(service_list['carParams'].port)
sm = messaging.SubMaster(['pathPlan', 'health', 'gpsLocationExternal'])
can_sock = messaging.sub_sock(service_list['can'].port)
hw_type = messaging.recv_one(sm.sock['health']).health.hwType
is_panda_black = hw_type == log.HealthData.HwType.blackPanda
print("panda black: ", is_panda_black)
wait_for_can(can_sock)
CI, CP = get_car(can_sock, sendcan, is_panda_black)
#logcan.close()
# TODO: Use the logcan socket from above, but that will currenly break the tests
#can_timeout = None #if os.environ.get('NO_CAN_TIMEOUT', False) else 100
#can_sock = messaging.sub_sock(service_list['can'].port, timeout=can_timeout)
# Write CarParams for radard and boardd safety mode
params.put("CarParams", CP.to_bytes())
params.put("LongitudinalControl",
"1" if CP.openpilotLongitudinalControl else "0")
CC = car.CarControl.new_message()
AM = AlertManager()
startup_alert = get_startup_alert(True, True)
AM.add(sm.frame, startup_alert, False)
LaC = LatControlPID(CP)
lateral = Lateral(CP)
lkasMode = int(float(LaC.kegman.conf['lkasMode']))
#CI.CS.lkasMode = (lkasMode == 0)
lac_log = None #car.CarState.lateralControlState.pidState.new_message()
state = State.disabled
soft_disable_timer = 0
v_cruise_kph = 255
events_prev = []
frame = 0
sm['pathPlan'].sensorValid = True
sm['pathPlan'].posenetValid = True
while True:
start_time = 0 # time.time() #sec_since_boot()
# Sample data and compute car events
CS, events = data_sample(CI, CC, can_sock, carstate, lac_log, lateral,
sm, profiler)
profiler.checkpoint('data_sample')
state, soft_disable_timer, v_cruise_kph, v_cruise_kph_last = \
state_transition(sm.frame, CS, CP, state, events, soft_disable_timer, v_cruise_kph, AM)
profiler.checkpoint('state_transition')
# Compute actuators (runs PID loops and lateral MPC)
sm.update(0)
profiler.checkpoint('sm_update')
actuators, lac_log = state_control(sm.frame, lkasMode, sm['pathPlan'],
CS, CP, state, events, AM, LaC,
lac_log, profiler)
profiler.checkpoint('state_control')
# Publish data
CC, events_prev = data_send(sm, CS, CI, CP, state, events, actuators,
carstate, carcontrol, carevents, carparams,
controlsstate, sendcan, AM, LaC,
start_time, lac_log, events_prev, profiler)
profiler.checkpoint('data_send')
frame += 1
if frame % 10000 == 0 and profiler.enabled:
profiler.display()
profiler.reset(True)
class Controls:
def __init__(self, sm=None, pm=None, can_sock=None, CI=None):
config_realtime_process(4, Priority.CTRL_HIGH)
# Setup sockets
self.pm = pm
if self.pm is None:
self.pm = messaging.PubMaster(['sendcan', 'controlsState', 'carState',
'carControl', 'carEvents', 'carParams'])
self.camera_packets = ["roadCameraState", "driverCameraState"]
if TICI:
self.camera_packets.append("wideRoadCameraState")
self.can_sock = can_sock
if can_sock is None:
can_timeout = None if os.environ.get('NO_CAN_TIMEOUT', False) else 20
self.can_sock = messaging.sub_sock('can', timeout=can_timeout)
if TICI:
self.log_sock = messaging.sub_sock('androidLog')
if CI is None:
# wait for one pandaState and one CAN packet
print("Waiting for CAN messages...")
get_one_can(self.can_sock)
self.CI, self.CP = get_car(self.can_sock, self.pm.sock['sendcan'])
else:
self.CI, self.CP = CI, CI.CP
params = Params()
self.joystick_mode = params.get_bool("JoystickDebugMode") or (self.CP.notCar and sm is None)
joystick_packet = ['testJoystick'] if self.joystick_mode else []
self.sm = sm
if self.sm is None:
ignore = ['driverCameraState', 'managerState'] if SIMULATION else None
self.sm = messaging.SubMaster(['deviceState', 'pandaStates', 'peripheralState', 'modelV2', 'liveCalibration',
'driverMonitoringState', 'longitudinalPlan', 'lateralPlan', 'liveLocationKalman',
'managerState', 'liveParameters', 'radarState'] + self.camera_packets + joystick_packet,
ignore_alive=ignore, ignore_avg_freq=['radarState', 'longitudinalPlan'])
# set alternative experiences from parameters
self.disengage_on_accelerator = params.get_bool("DisengageOnAccelerator")
self.CP.alternativeExperience = 0
if not self.disengage_on_accelerator:
self.CP.alternativeExperience |= ALTERNATIVE_EXPERIENCE.DISABLE_DISENGAGE_ON_GAS
# read params
self.is_metric = params.get_bool("IsMetric")
self.is_ldw_enabled = params.get_bool("IsLdwEnabled")
openpilot_enabled_toggle = params.get_bool("OpenpilotEnabledToggle")
passive = params.get_bool("Passive") or not openpilot_enabled_toggle
# detect sound card presence and ensure successful init
sounds_available = HARDWARE.get_sound_card_online()
car_recognized = self.CP.carName != 'mock'
controller_available = self.CI.CC is not None and not passive and not self.CP.dashcamOnly
self.read_only = not car_recognized or not controller_available or self.CP.dashcamOnly
if self.read_only:
safety_config = car.CarParams.SafetyConfig.new_message()
safety_config.safetyModel = car.CarParams.SafetyModel.noOutput
self.CP.safetyConfigs = [safety_config]
# Write CarParams for radard
cp_bytes = self.CP.to_bytes()
params.put("CarParams", cp_bytes)
put_nonblocking("CarParamsCache", cp_bytes)
self.CC = car.CarControl.new_message()
self.CS_prev = car.CarState.new_message()
self.AM = AlertManager()
self.events = Events()
self.LoC = LongControl(self.CP)
self.VM = VehicleModel(self.CP)
self.LaC: LatControl
if self.CP.steerControlType == car.CarParams.SteerControlType.angle:
self.LaC = LatControlAngle(self.CP, self.CI)
elif self.CP.lateralTuning.which() == 'pid':
self.LaC = LatControlPID(self.CP, self.CI)
elif self.CP.lateralTuning.which() == 'indi':
self.LaC = LatControlINDI(self.CP, self.CI)
elif self.CP.lateralTuning.which() == 'torque':
self.LaC = LatControlTorque(self.CP, self.CI)
self.initialized = False
self.state = State.disabled
self.enabled = False
self.active = False
self.can_rcv_error = False
self.soft_disable_timer = 0
self.v_cruise_kph = 255
self.v_cruise_kph_last = 0
self.mismatch_counter = 0
self.cruise_mismatch_counter = 0
self.can_rcv_error_counter = 0
self.last_blinker_frame = 0
self.distance_traveled = 0
self.last_functional_fan_frame = 0
self.events_prev = []
self.current_alert_types = [ET.PERMANENT]
self.logged_comm_issue = None
self.button_timers = {ButtonEvent.Type.decelCruise: 0, ButtonEvent.Type.accelCruise: 0}
self.last_actuators = car.CarControl.Actuators.new_message()
self.desired_curvature = 0.0
self.desired_curvature_rate = 0.0
# TODO: no longer necessary, aside from process replay
self.sm['liveParameters'].valid = True
self.startup_event = get_startup_event(car_recognized, controller_available, len(self.CP.carFw) > 0)
if not sounds_available:
self.events.add(EventName.soundsUnavailable, static=True)
if not car_recognized:
self.events.add(EventName.carUnrecognized, static=True)
if len(self.CP.carFw) > 0:
set_offroad_alert("Offroad_CarUnrecognized", True)
else:
set_offroad_alert("Offroad_NoFirmware", True)
elif self.read_only:
self.events.add(EventName.dashcamMode, static=True)
elif self.joystick_mode:
self.events.add(EventName.joystickDebug, static=True)
self.startup_event = None
# controlsd is driven by can recv, expected at 100Hz
self.rk = Ratekeeper(100, print_delay_threshold=None)
self.prof = Profiler(False) # off by default
def update_events(self, CS):
"""Compute carEvents from carState"""
self.events.clear()
# Add startup event
if self.startup_event is not None:
self.events.add(self.startup_event)
self.startup_event = None
# Don't add any more events if not initialized
if not self.initialized:
self.events.add(EventName.controlsInitializing)
return
# Disable on rising edge of accelerator or brake. Also disable on brake when speed > 0
if (CS.gasPressed and not self.CS_prev.gasPressed and self.disengage_on_accelerator) or \
(CS.brakePressed and (not self.CS_prev.brakePressed or not CS.standstill)):
self.events.add(EventName.pedalPressed)
if CS.gasPressed:
self.events.add(EventName.pedalPressedPreEnable if self.disengage_on_accelerator else
EventName.gasPressedOverride)
if not self.CP.notCar:
self.events.add_from_msg(self.sm['driverMonitoringState'].events)
# Handle car events. Ignore when CAN is invalid
if CS.canTimeout:
self.events.add(EventName.canBusMissing)
elif not CS.canValid:
self.events.add(EventName.canError)
else:
self.events.add_from_msg(CS.events)
# Create events for temperature, disk space, and memory
if self.sm['deviceState'].thermalStatus >= ThermalStatus.red:
self.events.add(EventName.overheat)
if self.sm['deviceState'].freeSpacePercent < 7 and not SIMULATION:
# under 7% of space free no enable allowed
self.events.add(EventName.outOfSpace)
# TODO: make tici threshold the same
if self.sm['deviceState'].memoryUsagePercent > 90 and not SIMULATION:
self.events.add(EventName.lowMemory)
# TODO: enable this once loggerd CPU usage is more reasonable
#cpus = list(self.sm['deviceState'].cpuUsagePercent)
#if max(cpus, default=0) > 95 and not SIMULATION:
# self.events.add(EventName.highCpuUsage)
# Alert if fan isn't spinning for 5 seconds
if self.sm['peripheralState'].pandaType == PandaType.dos:
if self.sm['peripheralState'].fanSpeedRpm == 0 and self.sm['deviceState'].fanSpeedPercentDesired > 50:
if (self.sm.frame - self.last_functional_fan_frame) * DT_CTRL > 5.0:
self.events.add(EventName.fanMalfunction)
else:
self.last_functional_fan_frame = self.sm.frame
# Handle calibration status
cal_status = self.sm['liveCalibration'].calStatus
if cal_status != Calibration.CALIBRATED:
if cal_status == Calibration.UNCALIBRATED:
self.events.add(EventName.calibrationIncomplete)
else:
self.events.add(EventName.calibrationInvalid)
# Handle lane change
if self.sm['lateralPlan'].laneChangeState == LaneChangeState.preLaneChange:
direction = self.sm['lateralPlan'].laneChangeDirection
if (CS.leftBlindspot and direction == LaneChangeDirection.left) or \
(CS.rightBlindspot and direction == LaneChangeDirection.right):
self.events.add(EventName.laneChangeBlocked)
else:
if direction == LaneChangeDirection.left:
self.events.add(EventName.preLaneChangeLeft)
else:
self.events.add(EventName.preLaneChangeRight)
elif self.sm['lateralPlan'].laneChangeState in (LaneChangeState.laneChangeStarting,
LaneChangeState.laneChangeFinishing):
self.events.add(EventName.laneChange)
for i, pandaState in enumerate(self.sm['pandaStates']):
# All pandas must match the list of safetyConfigs, and if outside this list, must be silent or noOutput
if i < len(self.CP.safetyConfigs):
safety_mismatch = pandaState.safetyModel != self.CP.safetyConfigs[i].safetyModel or \
pandaState.safetyParam != self.CP.safetyConfigs[i].safetyParam or \
pandaState.alternativeExperience != self.CP.alternativeExperience
else:
safety_mismatch = pandaState.safetyModel not in IGNORED_SAFETY_MODES
if safety_mismatch or self.mismatch_counter >= 200:
self.events.add(EventName.controlsMismatch)
if log.PandaState.FaultType.relayMalfunction in pandaState.faults:
self.events.add(EventName.relayMalfunction)
# Handle HW and system malfunctions
# Order is very intentional here. Be careful when modifying this.
# All events here should at least have NO_ENTRY and SOFT_DISABLE.
num_events = len(self.events)
not_running = {p.name for p in self.sm['managerState'].processes if not p.running and p.shouldBeRunning}
if self.sm.rcv_frame['managerState'] and (not_running - IGNORE_PROCESSES):
self.events.add(EventName.processNotRunning)
else:
if not SIMULATION and not self.rk.lagging:
if not self.sm.all_alive(self.camera_packets):
self.events.add(EventName.cameraMalfunction)
elif not self.sm.all_freq_ok(self.camera_packets):
self.events.add(EventName.cameraFrameRate)
if self.rk.lagging:
self.events.add(EventName.controlsdLagging)
if len(self.sm['radarState'].radarErrors):
self.events.add(EventName.radarFault)
if not self.sm.valid['pandaStates']:
self.events.add(EventName.usbError)
# generic catch-all. ideally, a more specific event should be added above instead
no_system_errors = len(self.events) != num_events
if (not self.sm.all_checks() or self.can_rcv_error) and no_system_errors and CS.canValid and not CS.canTimeout:
if not self.sm.all_alive():
self.events.add(EventName.commIssue)
elif not self.sm.all_freq_ok():
self.events.add(EventName.commIssueAvgFreq)
else: # invalid or can_rcv_error.
self.events.add(EventName.commIssue)
logs = {
'invalid': [s for s, valid in self.sm.valid.items() if not valid],
'not_alive': [s for s, alive in self.sm.alive.items() if not alive],
'not_freq_ok': [s for s, freq_ok in self.sm.freq_ok.items() if not freq_ok],
'can_error': self.can_rcv_error,
}
if logs != self.logged_comm_issue:
cloudlog.event("commIssue", error=True, **logs)
self.logged_comm_issue = logs
else:
self.logged_comm_issue = None
if not self.sm['liveParameters'].valid:
self.events.add(EventName.vehicleModelInvalid)
if not self.sm['lateralPlan'].mpcSolutionValid:
self.events.add(EventName.plannerError)
if not self.sm['liveLocationKalman'].sensorsOK and not NOSENSOR:
if self.sm.frame > 5 / DT_CTRL: # Give locationd some time to receive all the inputs
self.events.add(EventName.sensorDataInvalid)
if not self.sm['liveLocationKalman'].posenetOK:
self.events.add(EventName.posenetInvalid)
if not self.sm['liveLocationKalman'].deviceStable:
self.events.add(EventName.deviceFalling)
if not REPLAY:
# Check for mismatch between openpilot and car's PCM
cruise_mismatch = CS.cruiseState.enabled and (not self.enabled or not self.CP.pcmCruise)
self.cruise_mismatch_counter = self.cruise_mismatch_counter + 1 if cruise_mismatch else 0
if self.cruise_mismatch_counter > int(6. / DT_CTRL):
self.events.add(EventName.cruiseMismatch)
# Check for FCW
stock_long_is_braking = self.enabled and not self.CP.openpilotLongitudinalControl and CS.aEgo < -1.25
model_fcw = self.sm['modelV2'].meta.hardBrakePredicted and not CS.brakePressed and not stock_long_is_braking
planner_fcw = self.sm['longitudinalPlan'].fcw and self.enabled
if planner_fcw or model_fcw:
self.events.add(EventName.fcw)
if TICI:
for m in messaging.drain_sock(self.log_sock, wait_for_one=False):
try:
msg = m.androidLog.message
if any(err in msg for err in ("ERROR_CRC", "ERROR_ECC", "ERROR_STREAM_UNDERFLOW", "APPLY FAILED")):
csid = msg.split("CSID:")[-1].split(" ")[0]
evt = CSID_MAP.get(csid, None)
if evt is not None:
self.events.add(evt)
except UnicodeDecodeError:
pass
# TODO: fix simulator
if not SIMULATION:
if not NOSENSOR:
if not self.sm['liveLocationKalman'].gpsOK and (self.distance_traveled > 1000):
# Not show in first 1 km to allow for driving out of garage. This event shows after 5 minutes
self.events.add(EventName.noGps)
if self.sm['modelV2'].frameDropPerc > 20:
self.events.add(EventName.modeldLagging)
if self.sm['liveLocationKalman'].excessiveResets:
self.events.add(EventName.localizerMalfunction)
# Only allow engagement with brake pressed when stopped behind another stopped car
speeds = self.sm['longitudinalPlan'].speeds
if len(speeds) > 1:
v_future = speeds[-1]
else:
v_future = 100.0
if CS.brakePressed and v_future >= self.CP.vEgoStarting \
and self.CP.openpilotLongitudinalControl and CS.vEgo < 0.3:
self.events.add(EventName.noTarget)
def data_sample(self):
"""Receive data from sockets and update carState"""
# Update carState from CAN
can_strs = messaging.drain_sock_raw(self.can_sock, wait_for_one=True)
CS = self.CI.update(self.CC, can_strs)
self.sm.update(0)
if not self.initialized:
all_valid = CS.canValid and self.sm.all_checks()
if all_valid or self.sm.frame * DT_CTRL > 3.5 or SIMULATION:
if not self.read_only:
self.CI.init(self.CP, self.can_sock, self.pm.sock['sendcan'])
self.initialized = True
if REPLAY and self.sm['pandaStates'][0].controlsAllowed:
self.state = State.enabled
Params().put_bool("ControlsReady", True)
# Check for CAN timeout
if not can_strs:
self.can_rcv_error_counter += 1
self.can_rcv_error = True
else:
self.can_rcv_error = False
# When the panda and controlsd do not agree on controls_allowed
# we want to disengage openpilot. However the status from the panda goes through
# another socket other than the CAN messages and one can arrive earlier than the other.
# Therefore we allow a mismatch for two samples, then we trigger the disengagement.
if not self.enabled:
self.mismatch_counter = 0
# All pandas not in silent mode must have controlsAllowed when openpilot is enabled
if self.enabled and any(not ps.controlsAllowed for ps in self.sm['pandaStates']
if ps.safetyModel not in IGNORED_SAFETY_MODES):
self.mismatch_counter += 1
self.distance_traveled += CS.vEgo * DT_CTRL
return CS
def state_transition(self, CS):
"""Compute conditional state transitions and execute actions on state transitions"""
self.v_cruise_kph_last = self.v_cruise_kph
# if stock cruise is completely disabled, then we can use our own set speed logic
if not self.CP.pcmCruise:
self.v_cruise_kph = update_v_cruise(self.v_cruise_kph, CS.vEgo, CS.gasPressed, CS.buttonEvents,
self.button_timers, self.enabled, self.is_metric)
else:
if CS.cruiseState.available:
self.v_cruise_kph = CS.cruiseState.speed * CV.MS_TO_KPH
else:
self.v_cruise_kph = 0
# decrement the soft disable timer at every step, as it's reset on
# entrance in SOFT_DISABLING state
self.soft_disable_timer = max(0, self.soft_disable_timer - 1)
self.current_alert_types = [ET.PERMANENT]
# ENABLED, SOFT DISABLING, PRE ENABLING, OVERRIDING
if self.state != State.disabled:
# user and immediate disable always have priority in a non-disabled state
if self.events.any(ET.USER_DISABLE):
self.state = State.disabled
self.current_alert_types.append(ET.USER_DISABLE)
elif self.events.any(ET.IMMEDIATE_DISABLE):
self.state = State.disabled
self.current_alert_types.append(ET.IMMEDIATE_DISABLE)
else:
# ENABLED
if self.state == State.enabled:
if self.events.any(ET.SOFT_DISABLE):
self.state = State.softDisabling
self.soft_disable_timer = int(SOFT_DISABLE_TIME / DT_CTRL)
self.current_alert_types.append(ET.SOFT_DISABLE)
elif self.events.any(ET.OVERRIDE):
self.state = State.overriding
self.current_alert_types.append(ET.OVERRIDE)
# SOFT DISABLING
elif self.state == State.softDisabling:
if not self.events.any(ET.SOFT_DISABLE):
# no more soft disabling condition, so go back to ENABLED
self.state = State.enabled
elif self.soft_disable_timer > 0:
self.current_alert_types.append(ET.SOFT_DISABLE)
elif self.soft_disable_timer <= 0:
self.state = State.disabled
# PRE ENABLING
elif self.state == State.preEnabled:
if self.events.any(ET.NO_ENTRY):
self.state = State.disabled
self.current_alert_types.append(ET.NO_ENTRY)
elif not self.events.any(ET.PRE_ENABLE):
self.state = State.enabled
else:
self.current_alert_types.append(ET.PRE_ENABLE)
# OVERRIDING
elif self.state == State.overriding:
if self.events.any(ET.SOFT_DISABLE):
self.state = State.softDisabling
self.soft_disable_timer = int(SOFT_DISABLE_TIME / DT_CTRL)
self.current_alert_types.append(ET.SOFT_DISABLE)
elif not self.events.any(ET.OVERRIDE):
self.state = State.enabled
else:
self.current_alert_types.append(ET.OVERRIDE)
# DISABLED
elif self.state == State.disabled:
if self.events.any(ET.ENABLE):
if self.events.any(ET.NO_ENTRY):
self.current_alert_types.append(ET.NO_ENTRY)
else:
if self.events.any(ET.PRE_ENABLE):
self.state = State.preEnabled
elif self.events.any(ET.OVERRIDE):
self.state = State.overriding
else:
self.state = State.enabled
self.current_alert_types.append(ET.ENABLE)
if not self.CP.pcmCruise:
self.v_cruise_kph = initialize_v_cruise(CS.vEgo, CS.buttonEvents, self.v_cruise_kph_last)
# Check if openpilot is engaged and actuators are enabled
self.enabled = self.state in ENABLED_STATES
self.active = self.state in ACTIVE_STATES
if self.active:
self.current_alert_types.append(ET.WARNING)
def state_control(self, CS):
"""Given the state, this function returns a CarControl packet"""
# Update VehicleModel
params = self.sm['liveParameters']
x = max(params.stiffnessFactor, 0.1)
sr = max(params.steerRatio, 0.1)
self.VM.update_params(x, sr)
lat_plan = self.sm['lateralPlan']
long_plan = self.sm['longitudinalPlan']
CC = car.CarControl.new_message()
CC.enabled = self.enabled
# Check which actuators can be enabled
CC.latActive = self.active and not CS.steerFaultTemporary and not CS.steerFaultPermanent and \
CS.vEgo > self.CP.minSteerSpeed and not CS.standstill
CC.longActive = self.active and not self.events.any(ET.OVERRIDE) and self.CP.openpilotLongitudinalControl
actuators = CC.actuators
actuators.longControlState = self.LoC.long_control_state
if CS.leftBlinker or CS.rightBlinker:
self.last_blinker_frame = self.sm.frame
# State specific actions
if not CC.latActive:
self.LaC.reset()
if not CC.longActive:
self.LoC.reset(v_pid=CS.vEgo)
if not self.joystick_mode:
# accel PID loop
pid_accel_limits = self.CI.get_pid_accel_limits(self.CP, CS.vEgo, self.v_cruise_kph * CV.KPH_TO_MS)
t_since_plan = (self.sm.frame - self.sm.rcv_frame['longitudinalPlan']) * DT_CTRL
actuators.accel = self.LoC.update(CC.longActive, CS, long_plan, pid_accel_limits, t_since_plan)
# Steering PID loop and lateral MPC
self.desired_curvature, self.desired_curvature_rate = get_lag_adjusted_curvature(self.CP, CS.vEgo,
lat_plan.psis,
lat_plan.curvatures,
lat_plan.curvatureRates)
actuators.steer, actuators.steeringAngleDeg, lac_log = self.LaC.update(CC.latActive, CS, self.VM, params,
self.last_actuators, self.desired_curvature,
self.desired_curvature_rate, self.sm['liveLocationKalman'])
else:
lac_log = log.ControlsState.LateralDebugState.new_message()
if self.sm.rcv_frame['testJoystick'] > 0:
if CC.longActive:
actuators.accel = 4.0*clip(self.sm['testJoystick'].axes[0], -1, 1)
if CC.latActive:
steer = clip(self.sm['testJoystick'].axes[1], -1, 1)
# max angle is 45 for angle-based cars
actuators.steer, actuators.steeringAngleDeg = steer, steer * 45.
lac_log.active = self.active
lac_log.steeringAngleDeg = CS.steeringAngleDeg
lac_log.output = actuators.steer
lac_log.saturated = abs(actuators.steer) >= 0.9
# Send a "steering required alert" if saturation count has reached the limit
if lac_log.active and lac_log.saturated and not CS.steeringPressed:
dpath_points = lat_plan.dPathPoints
if len(dpath_points):
# Check if we deviated from the path
# TODO use desired vs actual curvature
left_deviation = actuators.steer > 0 and dpath_points[0] < -0.20
right_deviation = actuators.steer < 0 and dpath_points[0] > 0.20
if left_deviation or right_deviation:
self.events.add(EventName.steerSaturated)
# Ensure no NaNs/Infs
for p in ACTUATOR_FIELDS:
attr = getattr(actuators, p)
if not isinstance(attr, SupportsFloat):
continue
if not math.isfinite(attr):
cloudlog.error(f"actuators.{p} not finite {actuators.to_dict()}")
setattr(actuators, p, 0.0)
return CC, lac_log
def update_button_timers(self, buttonEvents):
# increment timer for buttons still pressed
for k in self.button_timers:
if self.button_timers[k] > 0:
self.button_timers[k] += 1
for b in buttonEvents:
if b.type.raw in self.button_timers:
self.button_timers[b.type.raw] = 1 if b.pressed else 0
def publish_logs(self, CS, start_time, CC, lac_log):
"""Send actuators and hud commands to the car, send controlsstate and MPC logging"""
# Orientation and angle rates can be useful for carcontroller
# Only calibrated (car) frame is relevant for the carcontroller
orientation_value = list(self.sm['liveLocationKalman'].calibratedOrientationNED.value)
if len(orientation_value) > 2:
CC.orientationNED = orientation_value
angular_rate_value = list(self.sm['liveLocationKalman'].angularVelocityCalibrated.value)
if len(angular_rate_value) > 2:
CC.angularVelocity = angular_rate_value
CC.cruiseControl.cancel = CS.cruiseState.enabled and (not self.enabled or not self.CP.pcmCruise)
if self.joystick_mode and self.sm.rcv_frame['testJoystick'] > 0 and self.sm['testJoystick'].buttons[0]:
CC.cruiseControl.cancel = True
hudControl = CC.hudControl
hudControl.setSpeed = float(self.v_cruise_kph * CV.KPH_TO_MS)
hudControl.speedVisible = self.enabled
hudControl.lanesVisible = self.enabled
hudControl.leadVisible = self.sm['longitudinalPlan'].hasLead
hudControl.rightLaneVisible = True
hudControl.leftLaneVisible = True
recent_blinker = (self.sm.frame - self.last_blinker_frame) * DT_CTRL < 5.0 # 5s blinker cooldown
ldw_allowed = self.is_ldw_enabled and CS.vEgo > LDW_MIN_SPEED and not recent_blinker \
and not CC.latActive and self.sm['liveCalibration'].calStatus == Calibration.CALIBRATED
model_v2 = self.sm['modelV2']
desire_prediction = model_v2.meta.desirePrediction
if len(desire_prediction) and ldw_allowed:
right_lane_visible = self.sm['lateralPlan'].rProb > 0.5
left_lane_visible = self.sm['lateralPlan'].lProb > 0.5
l_lane_change_prob = desire_prediction[Desire.laneChangeLeft - 1]
r_lane_change_prob = desire_prediction[Desire.laneChangeRight - 1]
lane_lines = model_v2.laneLines
l_lane_close = left_lane_visible and (lane_lines[1].y[0] > -(1.08 + CAMERA_OFFSET))
r_lane_close = right_lane_visible and (lane_lines[2].y[0] < (1.08 - CAMERA_OFFSET))
hudControl.leftLaneDepart = bool(l_lane_change_prob > LANE_DEPARTURE_THRESHOLD and l_lane_close)
hudControl.rightLaneDepart = bool(r_lane_change_prob > LANE_DEPARTURE_THRESHOLD and r_lane_close)
if hudControl.rightLaneDepart or hudControl.leftLaneDepart:
self.events.add(EventName.ldw)
clear_event_types = set()
if ET.WARNING not in self.current_alert_types:
clear_event_types.add(ET.WARNING)
if self.enabled:
clear_event_types.add(ET.NO_ENTRY)
alerts = self.events.create_alerts(self.current_alert_types, [self.CP, CS, self.sm, self.is_metric, self.soft_disable_timer])
self.AM.add_many(self.sm.frame, alerts)
current_alert = self.AM.process_alerts(self.sm.frame, clear_event_types)
if current_alert:
hudControl.visualAlert = current_alert.visual_alert
if not self.read_only and self.initialized:
# send car controls over can
self.last_actuators, can_sends = self.CI.apply(CC)
self.pm.send('sendcan', can_list_to_can_capnp(can_sends, msgtype='sendcan', valid=CS.canValid))
CC.actuatorsOutput = self.last_actuators
force_decel = (self.sm['driverMonitoringState'].awarenessStatus < 0.) or \
(self.state == State.softDisabling)
# Curvature & Steering angle
params = self.sm['liveParameters']
steer_angle_without_offset = math.radians(CS.steeringAngleDeg - params.angleOffsetDeg)
curvature = -self.VM.calc_curvature(steer_angle_without_offset, CS.vEgo, params.roll)
# controlsState
dat = messaging.new_message('controlsState')
dat.valid = CS.canValid
controlsState = dat.controlsState
if current_alert:
controlsState.alertText1 = current_alert.alert_text_1
controlsState.alertText2 = current_alert.alert_text_2
controlsState.alertSize = current_alert.alert_size
controlsState.alertStatus = current_alert.alert_status
controlsState.alertBlinkingRate = current_alert.alert_rate
controlsState.alertType = current_alert.alert_type
controlsState.alertSound = current_alert.audible_alert
controlsState.canMonoTimes = list(CS.canMonoTimes)
controlsState.longitudinalPlanMonoTime = self.sm.logMonoTime['longitudinalPlan']
controlsState.lateralPlanMonoTime = self.sm.logMonoTime['lateralPlan']
controlsState.enabled = self.enabled
controlsState.active = self.active
controlsState.curvature = curvature
controlsState.desiredCurvature = self.desired_curvature
controlsState.desiredCurvatureRate = self.desired_curvature_rate
controlsState.state = self.state
controlsState.engageable = not self.events.any(ET.NO_ENTRY)
controlsState.longControlState = self.LoC.long_control_state
controlsState.vPid = float(self.LoC.v_pid)
controlsState.vCruise = float(self.v_cruise_kph)
controlsState.upAccelCmd = float(self.LoC.pid.p)
controlsState.uiAccelCmd = float(self.LoC.pid.i)
controlsState.ufAccelCmd = float(self.LoC.pid.f)
controlsState.cumLagMs = -self.rk.remaining * 1000.
controlsState.startMonoTime = int(start_time * 1e9)
controlsState.forceDecel = bool(force_decel)
controlsState.canErrorCounter = self.can_rcv_error_counter
lat_tuning = self.CP.lateralTuning.which()
if self.joystick_mode:
controlsState.lateralControlState.debugState = lac_log
elif self.CP.steerControlType == car.CarParams.SteerControlType.angle:
controlsState.lateralControlState.angleState = lac_log
elif lat_tuning == 'pid':
controlsState.lateralControlState.pidState = lac_log
elif lat_tuning == 'torque':
controlsState.lateralControlState.torqueState = lac_log
elif lat_tuning == 'indi':
controlsState.lateralControlState.indiState = lac_log
self.pm.send('controlsState', dat)
# carState
car_events = self.events.to_msg()
cs_send = messaging.new_message('carState')
cs_send.valid = CS.canValid
cs_send.carState = CS
cs_send.carState.events = car_events
self.pm.send('carState', cs_send)
# carEvents - logged every second or on change
if (self.sm.frame % int(1. / DT_CTRL) == 0) or (self.events.names != self.events_prev):
ce_send = messaging.new_message('carEvents', len(self.events))
ce_send.carEvents = car_events
self.pm.send('carEvents', ce_send)
self.events_prev = self.events.names.copy()
# carParams - logged every 50 seconds (> 1 per segment)
if (self.sm.frame % int(50. / DT_CTRL) == 0):
cp_send = messaging.new_message('carParams')
cp_send.carParams = self.CP
self.pm.send('carParams', cp_send)
# carControl
cc_send = messaging.new_message('carControl')
cc_send.valid = CS.canValid
cc_send.carControl = CC
self.pm.send('carControl', cc_send)
# copy CarControl to pass to CarInterface on the next iteration
self.CC = CC
def step(self):
start_time = sec_since_boot()
self.prof.checkpoint("Ratekeeper", ignore=True)
# Sample data from sockets and get a carState
CS = self.data_sample()
cloudlog.timestamp("Data sampled")
self.prof.checkpoint("Sample")
self.update_events(CS)
cloudlog.timestamp("Events updated")
if not self.read_only and self.initialized:
# Update control state
self.state_transition(CS)
self.prof.checkpoint("State transition")
# Compute actuators (runs PID loops and lateral MPC)
CC, lac_log = self.state_control(CS)
self.prof.checkpoint("State Control")
# Publish data
self.publish_logs(CS, start_time, CC, lac_log)
self.prof.checkpoint("Sent")
self.update_button_timers(CS.buttonEvents)
self.CS_prev = CS
def controlsd_thread(self):
while True:
self.step()
self.rk.monitor_time()
self.prof.display()
def controlsd_thread(sm=None, pm=None, can_sock=None):
gc.disable()
# start the loop
set_realtime_priority(3)
params = Params()
is_metric = params.get("IsMetric") == "1"
passive = params.get("Passive") != "0"
# Pub/Sub Sockets
if pm is None:
pm = messaging.PubMaster([
'sendcan', 'controlsState', 'carState', 'carControl', 'carEvents',
'carParams'
])
if sm is None:
sm = messaging.SubMaster(['thermal', 'health', 'liveCalibration', 'driverMonitoring', 'plan', 'pathPlan', \
'gpsLocation'], ignore_alive=['gpsLocation'])
if can_sock is None:
can_timeout = None if os.environ.get('NO_CAN_TIMEOUT', False) else 100
can_sock = messaging.sub_sock(service_list['can'].port,
timeout=can_timeout)
# wait for health and CAN packets
hw_type = messaging.recv_one(sm.sock['health']).health.hwType
is_panda_black = hw_type == log.HealthData.HwType.blackPanda
print("Waiting for CAN messages...")
get_one_can(can_sock)
CI, CP = get_car(can_sock, pm.sock['sendcan'], is_panda_black)
car_recognized = CP.carName != 'mock'
# If stock camera is disconnected, we loaded car controls and it's not chffrplus
controller_available = CP.enableCamera and CI.CC is not None and not passive
read_only = not car_recognized or not controller_available or CP.dashcamOnly
if read_only:
CP.safetyModel = CP.safetyModelPassive
# Write CarParams for radard and boardd safety mode
params.put("CarParams", CP.to_bytes())
params.put("LongitudinalControl",
"1" if CP.openpilotLongitudinalControl else "0")
CC = car.CarControl.new_message()
AM = AlertManager()
startup_alert = get_startup_alert(car_recognized, controller_available)
AM.add(sm.frame, startup_alert, False)
LoC = LongControl(CP, CI.compute_gb)
VM = VehicleModel(CP)
if CP.lateralTuning.which() == 'pid':
LaC = LatControlPID(CP)
elif CP.lateralTuning.which() == 'indi':
LaC = LatControlINDI(CP)
elif CP.lateralTuning.which() == 'lqr':
LaC = LatControlLQR(CP)
driver_status = DriverStatus()
is_rhd = params.get("IsRHD")
if is_rhd is not None:
driver_status.is_rhd = bool(int(is_rhd))
state = State.disabled
soft_disable_timer = 0
v_cruise_kph = 255
v_cruise_kph_last = 0
overtemp = False
free_space = False
cal_status = Calibration.INVALID
cal_perc = 0
mismatch_counter = 0
low_battery = False
events_prev = []
sm['pathPlan'].sensorValid = True
sm['pathPlan'].posenetValid = True
# detect sound card presence
sounds_available = not os.path.isfile('/EON') or (
os.path.isdir('/proc/asound/card0')
and open('/proc/asound/card0/state').read().strip() == 'ONLINE')
# controlsd is driven by can recv, expected at 100Hz
rk = Ratekeeper(100, print_delay_threshold=None)
prof = Profiler(False) # off by default
while True:
start_time = sec_since_boot()
prof.checkpoint("Ratekeeper", ignore=True)
# Sample data and compute car events
CS, events, cal_status, cal_perc, overtemp, free_space, low_battery, mismatch_counter =\
data_sample(CI, CC, sm, can_sock, cal_status, cal_perc, overtemp, free_space, low_battery,
driver_status, state, mismatch_counter, params)
prof.checkpoint("Sample")
# Create alerts
if not sm.all_alive_and_valid():
events.append(
create_event('commIssue', [ET.NO_ENTRY, ET.SOFT_DISABLE]))
if not sm['pathPlan'].mpcSolutionValid:
events.append(
create_event('plannerError',
[ET.NO_ENTRY, ET.IMMEDIATE_DISABLE]))
if not sm['pathPlan'].sensorValid:
events.append(
create_event('sensorDataInvalid', [ET.NO_ENTRY, ET.PERMANENT]))
if not sm['pathPlan'].paramsValid:
events.append(create_event('vehicleModelInvalid', [ET.WARNING]))
if not sm['pathPlan'].posenetValid:
events.append(
create_event('posenetInvalid', [ET.NO_ENTRY, ET.SOFT_DISABLE]))
if not sm['plan'].radarValid:
events.append(
create_event('radarFault', [ET.NO_ENTRY, ET.SOFT_DISABLE]))
if sm['plan'].radarCanError:
events.append(
create_event('radarCanError', [ET.NO_ENTRY, ET.SOFT_DISABLE]))
if not CS.canValid:
events.append(
create_event('canError', [ET.NO_ENTRY, ET.IMMEDIATE_DISABLE]))
if not sounds_available:
events.append(
create_event('soundsUnavailable', [ET.NO_ENTRY, ET.PERMANENT]))
# Only allow engagement with brake pressed when stopped behind another stopped car
if CS.brakePressed and sm[
'plan'].vTargetFuture >= STARTING_TARGET_SPEED and not CP.radarOffCan and CS.vEgo < 0.3:
events.append(
create_event('noTarget', [ET.NO_ENTRY, ET.IMMEDIATE_DISABLE]))
if not read_only:
# update control state
state, soft_disable_timer, v_cruise_kph, v_cruise_kph_last = \
state_transition(sm.frame, CS, CP, state, events, soft_disable_timer, v_cruise_kph, AM)
prof.checkpoint("State transition")
# Compute actuators (runs PID loops and lateral MPC)
actuators, v_cruise_kph, driver_status, v_acc, a_acc, lac_log = \
state_control(sm.frame, sm.rcv_frame, sm['plan'], sm['pathPlan'], CS, CP, state, events, v_cruise_kph, v_cruise_kph_last, AM, rk,
driver_status, LaC, LoC, VM, read_only, is_metric, cal_perc)
prof.checkpoint("State Control")
# Publish data
CC, events_prev = data_send(sm, pm, CS, CI, CP, VM, state, events,
actuators, v_cruise_kph, rk, AM,
driver_status, LaC, LoC, read_only,
start_time, v_acc, a_acc, lac_log,
events_prev)
prof.checkpoint("Sent")
rk.monitor_time()
prof.display()
#!/usr/bin/env python
import os
import sys
import json
from setproctitle import setproctitle
sys.path.append(
os.path.join(os.path.dirname(sys.path[0]),
os.path.expanduser('~/raspilot')))
from cereal import log, car
from common.params import Params
from common.profiler import Profiler
from selfdrive.kegman_conf import kegman_conf
setproctitle('webUI')
frame_count = 0
params = Params()
profiler = Profiler(False, 'dashboard')
user_id = str(params.get("PandaDongleId", True))
user_id = user_id.replace("'", "")
try:
car_params = car.CarParams.from_bytes(params.get('CarParams', True))
kegman = kegman_conf(car_params)
kegman_valid = ('tuneRev' in kegman.conf)
except:
print("kegman error")
kegman_valid = False
do_influx = False
def controlsd_thread(gctx=None):
gc.disable()
# start the loop
set_realtime_priority(3)
params = Params()
# Pub Sockets
sendcan = messaging.pub_sock(service_list['sendcan'].port)
controlsstate = messaging.pub_sock(service_list['controlsState'].port)
carstate = messaging.pub_sock(service_list['carState'].port)
carcontrol = messaging.pub_sock(service_list['carControl'].port)
carevents = messaging.pub_sock(service_list['carEvents'].port)
carparams = messaging.pub_sock(service_list['carParams'].port)
is_metric = params.get("IsMetric") == "1"
passive = params.get("Passive") != "0"
sm = messaging.SubMaster([
'thermal', 'health', 'liveCalibration', 'driverMonitoring', 'plan',
'pathPlan'
])
logcan = messaging.sub_sock(service_list['can'].port)
CI, CP = get_car(logcan, sendcan)
logcan.close()
# TODO: Use the logcan socket from above, but that will currenly break the tests
can_sock = messaging.sub_sock(service_list['can'].port, timeout=100)
CC = car.CarControl.new_message()
AM = AlertManager()
car_recognized = CP.carName != 'mock'
# If stock camera is disconnected, we loaded car controls and it's not chffrplus
controller_available = CP.enableCamera and CI.CC is not None and not passive
read_only = not car_recognized or not controller_available
if read_only:
CP.safetyModel = car.CarParams.SafetyModel.elm327 # diagnostic only
startup_alert = get_startup_alert(car_recognized, controller_available)
AM.add(sm.frame, startup_alert, False)
LoC = LongControl(CP, CI.compute_gb)
VM = VehicleModel(CP)
if CP.lateralTuning.which() == 'pid':
LaC = LatControlPID(CP)
else:
LaC = LatControlINDI(CP)
driver_status = DriverStatus()
# Write CarParams for radard and boardd safety mode
params.put("CarParams", CP.to_bytes())
params.put("LongitudinalControl",
"1" if CP.openpilotLongitudinalControl else "0")
state = State.disabled
soft_disable_timer = 0
v_cruise_kph = 255
v_cruise_kph_last = 0
overtemp = False
free_space = False
cal_status = Calibration.INVALID
cal_perc = 0
mismatch_counter = 0
low_battery = False
events_prev = []
sm['pathPlan'].sensorValid = True
# controlsd is driven by can recv, expected at 100Hz
rk = Ratekeeper(100, print_delay_threshold=None)
prof = Profiler(False) # off by default
while True:
start_time = sec_since_boot()
prof.checkpoint("Ratekeeper", ignore=True)
# Sample data and compute car events
CS, events, cal_status, cal_perc, overtemp, free_space, low_battery, mismatch_counter =\
data_sample(CI, CC, sm, can_sock, cal_status, cal_perc, overtemp, free_space, low_battery,
driver_status, state, mismatch_counter, params)
prof.checkpoint("Sample")
# Create alerts
if not sm.all_alive_and_valid():
events.append(
create_event('commIssue', [ET.NO_ENTRY, ET.SOFT_DISABLE]))
if not sm['pathPlan'].mpcSolutionValid:
events.append(
create_event('plannerError',
[ET.NO_ENTRY, ET.IMMEDIATE_DISABLE]))
if not sm['pathPlan'].sensorValid:
events.append(
create_event('sensorDataInvalid', [ET.NO_ENTRY, ET.PERMANENT]))
if not sm['pathPlan'].paramsValid:
events.append(create_event('vehicleModelInvalid', [ET.WARNING]))
if not sm['plan'].radarValid:
events.append(
create_event('radarFault', [ET.NO_ENTRY, ET.SOFT_DISABLE]))
if sm['plan'].radarCanError:
events.append(
create_event('radarCanError', [ET.NO_ENTRY, ET.SOFT_DISABLE]))
if not CS.canValid:
events.append(
create_event('canError', [ET.NO_ENTRY, ET.IMMEDIATE_DISABLE]))
# Only allow engagement with brake pressed when stopped behind another stopped car
if CS.brakePressed and sm[
'plan'].vTargetFuture >= STARTING_TARGET_SPEED and not CP.radarOffCan and CS.vEgo < 0.3:
events.append(
create_event('noTarget', [ET.NO_ENTRY, ET.IMMEDIATE_DISABLE]))
if not read_only:
# update control state
state, soft_disable_timer, v_cruise_kph, v_cruise_kph_last = \
state_transition(sm.frame, CS, CP, state, events, soft_disable_timer, v_cruise_kph, AM)
prof.checkpoint("State transition")
# Compute actuators (runs PID loops and lateral MPC)
actuators, v_cruise_kph, driver_status, v_acc, a_acc, lac_log = \
state_control(sm.frame, sm.rcv_frame, sm['plan'], sm['pathPlan'], CS, CP, state, events, v_cruise_kph, v_cruise_kph_last, AM, rk,
driver_status, LaC, LoC, VM, read_only, is_metric, cal_perc)
prof.checkpoint("State Control")
# Publish data
CC, events_prev = data_send(sm, CS, CI, CP, VM, state, events,
actuators, v_cruise_kph, rk, carstate,
carcontrol, carevents, carparams,
controlsstate, sendcan, AM, driver_status,
LaC, LoC, read_only, start_time, v_acc,
a_acc, lac_log, events_prev)
prof.checkpoint("Sent")
rk.monitor_time()
prof.display()
class Controls(object):
def __init__(self, gctx, rate=100):
self.rate = rate
# *** log ***
context = zmq.Context()
# pub
self.live100 = messaging.pub_sock(context, service_list['live100'].port)
self.carstate = messaging.pub_sock(context, service_list['carState'].port)
self.carcontrol = messaging.pub_sock(context, service_list['carControl'].port)
sendcan = messaging.pub_sock(context, service_list['sendcan'].port)
# sub
self.thermal = messaging.sub_sock(context, service_list['thermal'].port)
self.health = messaging.sub_sock(context, service_list['health'].port)
logcan = messaging.sub_sock(context, service_list['can'].port)
self.cal = messaging.sub_sock(context, service_list['liveCalibration'].port)
self.CC = car.CarControl.new_message()
self.CI, self.CP = get_car(logcan, sendcan)
self.PL = Planner(self.CP)
self.AM = AlertManager()
self.LoC = LongControl()
self.LaC = LatControl()
# write CarParams
params = Params()
params.put("CarParams", self.CP.to_bytes())
# fake plan
self.plan_ts = 0
self.plan = log.Plan.new_message()
self.plan.lateralValid = False
self.plan.longitudinalValid = False
# controls enabled state
self.enabled = False
self.last_enable_request = 0
# learned angle offset
self.angle_offset = 0
# rear view camera state
self.rear_view_toggle = False
self.rear_view_allowed = bool(params.get("IsRearViewMirror"))
self.v_cruise_kph = 255
# 0.0 - 1.0
self.awareness_status = 1.0
self.soft_disable_timer = None
self.overtemp = False
self.free_space = 1.0
self.cal_status = Calibration.UNCALIBRATED
self.cal_perc = 0
self.rk = Ratekeeper(self.rate, print_delay_threshold=2./1000)
def data_sample(self):
self.prof = Profiler()
self.cur_time = sec_since_boot()
# first read can and compute car states
self.CS = self.CI.update()
self.prof.checkpoint("CarInterface")
# *** thermal checking logic ***
# thermal data, checked every second
td = messaging.recv_sock(self.thermal)
if td is not None:
# Check temperature.
self.overtemp = any(
t > 950
for t in (td.thermal.cpu0, td.thermal.cpu1, td.thermal.cpu2,
td.thermal.cpu3, td.thermal.mem, td.thermal.gpu))
# under 15% of space free
self.free_space = td.thermal.freeSpace
# read calibration status
cal = messaging.recv_sock(self.cal)
if cal is not None:
self.cal_status = cal.liveCalibration.calStatus
self.cal_perc = cal.liveCalibration.calPerc
def state_transition(self):
pass # for now
def state_control(self):
# did it request to enable?
enable_request, enable_condition = False, False
# reset awareness status on steering
if self.CS.steeringPressed or not self.enabled:
self.awareness_status = 1.0
elif self.enabled:
# gives the user 6 minutes
self.awareness_status -= 1.0/(self.rate * AWARENESS_TIME)
if self.awareness_status <= 0.:
self.AM.add("driverDistracted", self.enabled)
elif self.awareness_status <= AWARENESS_PRE_TIME / AWARENESS_TIME and \
self.awareness_status >= (AWARENESS_PRE_TIME - 0.1) / AWARENESS_TIME:
self.AM.add("preDriverDistracted", self.enabled)
# handle button presses
for b in self.CS.buttonEvents:
print b
# button presses for rear view
if b.type == "leftBlinker" or b.type == "rightBlinker":
if b.pressed and self.rear_view_allowed:
self.rear_view_toggle = True
else:
self.rear_view_toggle = False
if b.type == "altButton1" and b.pressed:
self.rear_view_toggle = not self.rear_view_toggle
if not self.CP.enableCruise and self.enabled and not b.pressed:
if b.type == "accelCruise":
self.v_cruise_kph -= (self.v_cruise_kph % V_CRUISE_DELTA) - V_CRUISE_DELTA
elif b.type == "decelCruise":
self.v_cruise_kph -= (self.v_cruise_kph % V_CRUISE_DELTA) + V_CRUISE_DELTA
self.v_cruise_kph = clip(self.v_cruise_kph, V_CRUISE_MIN, V_CRUISE_MAX)
if not self.enabled and b.type in ["accelCruise", "decelCruise"] and not b.pressed:
enable_request = True
# do disable on button down
if b.type == "cancel" and b.pressed:
self.AM.add("disable", self.enabled)
self.prof.checkpoint("Buttons")
# *** health checking logic ***
hh = messaging.recv_sock(self.health)
if hh is not None:
# if the board isn't allowing controls but somehow we are enabled!
# TODO: this should be in state transition with a function follower logic
if not hh.health.controlsAllowed and self.enabled:
self.AM.add("controlsMismatch", self.enabled)
# disable if the pedals are pressed while engaged, this is a user disable
if self.enabled:
if self.CS.gasPressed or self.CS.brakePressed or not self.CS.cruiseState.available:
self.AM.add("disable", self.enabled)
# it can happen that car cruise disables while comma system is enabled: need to
# keep braking if needed or if the speed is very low
# TODO: for the Acura, cancellation below 25mph is normal. Issue a non loud alert
if self.CP.enableCruise and not self.CS.cruiseState.enabled and \
(self.CC.brake <= 0. or self.CS.vEgo < 0.3):
self.AM.add("cruiseDisabled", self.enabled)
if enable_request:
# check for pressed pedals
if self.CS.gasPressed or self.CS.brakePressed:
self.AM.add("pedalPressed", self.enabled)
enable_request = False
else:
print "enabled pressed at", self.cur_time
self.last_enable_request = self.cur_time
# don't engage with less than 15% free
if self.free_space < 0.15:
self.AM.add("outOfSpace", self.enabled)
enable_request = False
if self.CP.enableCruise:
enable_condition = ((self.cur_time - self.last_enable_request) < 0.2) and self.CS.cruiseState.enabled
else:
enable_condition = enable_request
print "=============="
print enable_condition
if self.CP.enableCruise and self.CS.cruiseState.enabled:
self.v_cruise_kph = self.CS.cruiseState.speed * CV.MS_TO_KPH
self.prof.checkpoint("AdaptiveCruise")
# *** what's the plan ***
plan_packet = self.PL.update(self.CS, self.LoC)
#print "============"
#print plan_packet
self.plan = plan_packet.plan
self.plan_ts = plan_packet.logMonoTime
# if user is not responsive to awareness alerts, then start a smooth deceleration
if self.awareness_status < -0.:
self.plan.aTargetMax = min(self.plan.aTargetMax, AWARENESS_DECEL)
self.plan.aTargetMin = min(self.plan.aTargetMin, self.plan.aTargetMax)
if enable_request or enable_condition or self.enabled:
# add all alerts from car
for alert in self.CS.errors:
self.AM.add(alert, self.enabled)
if not self.plan.longitudinalValid:
self.AM.add("radarCommIssue", self.enabled)
if self.cal_status != Calibration.CALIBRATED:
if self.cal_status == Calibration.UNCALIBRATED:
self.AM.add("calibrationInProgress", self.enabled, str(self.cal_perc) + '%')
else:
self.AM.add("calibrationInvalid", self.enabled)
if not self.plan.lateralValid:
# If the model is not broadcasting, assume that it is because
# the user has uploaded insufficient data for calibration.
# Other cases that would trigger this are rare and unactionable by the user.
self.AM.add("dataNeeded", self.enabled)
if self.overtemp:
self.AM.add("overheat", self.enabled)
# *** angle offset learning ***
if self.rk.frame % 5 == 2 and self.plan.lateralValid:
# *** run this at 20hz again ***
self.angle_offset = learn_angle_offset(self.enabled, self.CS.vEgo, self.angle_offset,
self.plan.dPoly, self.LaC.y_des, self.CS.steeringPressed)
# *** gas/brake PID loop ***
final_gas, final_brake = self.LoC.update(self.enabled, self.CS.vEgo, self.v_cruise_kph,
self.plan.vTarget,
[self.plan.aTargetMin, self.plan.aTargetMax],
self.plan.jerkFactor, self.CP)
# *** steering PID loop ***
final_steer, sat_flag = self.LaC.update(self.enabled, self.CS.vEgo, self.CS.steeringAngle,
self.CS.steeringPressed, self.plan.dPoly, self.angle_offset, self.CP)
self.prof.checkpoint("PID")
# ***** handle alerts ****
# send FCW alert if triggered by planner
if self.plan.fcw:
self.AM.add("fcw", self.enabled)
# send a "steering required alert" if saturation count has reached the limit
if sat_flag:
self.AM.add("steerSaturated", self.enabled)
if self.enabled and self.AM.alertShouldDisable():
print "DISABLING IMMEDIATELY ON ALERT"
self.enabled = False
if self.enabled and self.AM.alertShouldSoftDisable():
if self.soft_disable_timer is None:
self.soft_disable_timer = 3 * self.rate
elif self.soft_disable_timer == 0:
print "SOFT DISABLING ON ALERT"
self.enabled = False
else:
self.soft_disable_timer -= 1
else:
self.soft_disable_timer = None
if enable_condition and not self.enabled and not self.AM.alertPresent():
print "*** enabling controls"
# beep for enabling
self.AM.add("enable", self.enabled)
# enable both lateral and longitudinal controls
self.enabled = True
# on activation, let's always set v_cruise from where we are, even if PCM ACC is active
self.v_cruise_kph = int(round(max(self.CS.vEgo * CV.MS_TO_KPH, V_CRUISE_ENABLE_MIN)))
# 6 minutes driver you're on
self.awareness_status = 1.0
# reset the PID loops
self.LaC.reset()
# start long control at actual speed
self.LoC.reset(v_pid = self.CS.vEgo)
# *** push the alerts to current ***
# TODO: remove output, store them inside AM class instead
self.alert_text_1, self.alert_text_2, self.visual_alert, self.audible_alert = self.AM.process_alerts(self.cur_time)
# ***** control the car *****
self.CC.enabled = self.enabled
self.CC.gas = float(final_gas)
self.CC.brake = float(final_brake)
self.CC.steeringTorque = float(final_steer)
self.CC.cruiseControl.override = True
# always cancel if we have an interceptor
self.CC.cruiseControl.cancel = bool(not self.CP.enableCruise or
(not self.enabled and self.CS.cruiseState.enabled))
# brake discount removes a sharp nonlinearity
brake_discount = (1.0 - clip(final_brake*3., 0.0, 1.0))
self.CC.cruiseControl.speedOverride = float(max(0.0, ((self.LoC.v_pid - .5) * brake_discount)) if self.CP.enableCruise else 0.0)
#CC.cruiseControl.accelOverride = float(AC.a_pcm)
# TODO: fix this
self.CC.cruiseControl.accelOverride = float(1.0)
self.CC.hudControl.setSpeed = float(self.v_cruise_kph * CV.KPH_TO_MS)
self.CC.hudControl.speedVisible = self.enabled
self.CC.hudControl.lanesVisible = self.enabled
self.CC.hudControl.leadVisible = self.plan.hasLead
self.CC.hudControl.visualAlert = self.visual_alert
self.CC.hudControl.audibleAlert = self.audible_alert
# TODO: remove it from here and put it in state_transition
# this alert will apply next controls cycle
if not self.CI.apply(self.CC):
self.AM.add("controlsFailed", self.enabled)
def data_send(self):
# broadcast carControl first
cc_send = messaging.new_message()
cc_send.init('carControl')
cc_send.carControl = copy(self.CC)
self.carcontrol.send(cc_send.to_bytes())
self.prof.checkpoint("CarControl")
# broadcast carState
cs_send = messaging.new_message()
cs_send.init('carState')
cs_send.carState = copy(self.CS)
self.carstate.send(cs_send.to_bytes())
# ***** publish state to logger *****
# publish controls state at 100Hz
dat = messaging.new_message()
dat.init('live100')
# show rear view camera on phone if in reverse gear or when button is pressed
dat.live100.rearViewCam = ('reverseGear' in self.CS.errors and self.rear_view_allowed) or self.rear_view_toggle
dat.live100.alertText1 = self.alert_text_1
dat.live100.alertText2 = self.alert_text_2
dat.live100.awarenessStatus = max(self.awareness_status, 0.0) if self.enabled else 0.0
# what packets were used to process
dat.live100.canMonoTimes = list(self.CS.canMonoTimes)
dat.live100.planMonoTime = self.plan_ts
# if controls is enabled
dat.live100.enabled = self.enabled
# car state
dat.live100.vEgo = self.CS.vEgo
dat.live100.angleSteers = self.CS.steeringAngle
dat.live100.steerOverride = self.CS.steeringPressed
# longitudinal control state
dat.live100.vPid = float(self.LoC.v_pid)
dat.live100.vCruise = float(self.v_cruise_kph)
dat.live100.upAccelCmd = float(self.LoC.Up_accel_cmd)
dat.live100.uiAccelCmd = float(self.LoC.Ui_accel_cmd)
# lateral control state
dat.live100.yActual = float(self.LaC.y_actual)
dat.live100.yDes = float(self.LaC.y_des)
dat.live100.upSteer = float(self.LaC.Up_steer)
dat.live100.uiSteer = float(self.LaC.Ui_steer)
# processed radar state, should add a_pcm?
dat.live100.vTargetLead = float(self.plan.vTarget)
dat.live100.aTargetMin = float(self.plan.aTargetMin)
dat.live100.aTargetMax = float(self.plan.aTargetMax)
dat.live100.jerkFactor = float(self.plan.jerkFactor)
# log learned angle offset
dat.live100.angleOffset = float(self.angle_offset)
# lag
dat.live100.cumLagMs = -self.rk.remaining*1000.
self.live100.send(dat.to_bytes())
self.prof.checkpoint("Live100")
def wait(self):
# *** run loop at fixed rate ***
if self.rk.keep_time():
self.prof.display()
def __init__(self, sm=None, pm=None, can_sock=None):
config_realtime_process(4 if TICI else 3, Priority.CTRL_HIGH)
# Setup sockets
self.pm = pm
if self.pm is None:
self.pm = messaging.PubMaster([
'sendcan', 'controlsState', 'carState', 'carControl',
'carEvents', 'carParams'
])
self.camera_packets = ["roadCameraState", "driverCameraState"]
if TICI:
self.camera_packets.append("wideRoadCameraState")
params = Params()
self.joystick_mode = params.get_bool("JoystickDebugMode")
joystick_packet = ['testJoystick'] if self.joystick_mode else []
self.sm = sm
if self.sm is None:
ignore = ['driverCameraState', 'managerState'
] if SIMULATION else None
self.sm = messaging.SubMaster(
[
'deviceState', 'pandaStates', 'peripheralState', 'modelV2',
'liveCalibration', 'driverMonitoringState',
'longitudinalPlan', 'lateralPlan', 'liveLocationKalman',
'managerState', 'liveParameters', 'radarState'
] + self.camera_packets + joystick_packet,
ignore_alive=ignore,
ignore_avg_freq=['radarState', 'longitudinalPlan'])
self.can_sock = can_sock
if can_sock is None:
can_timeout = None if os.environ.get('NO_CAN_TIMEOUT',
False) else 100
self.can_sock = messaging.sub_sock('can', timeout=can_timeout)
if TICI:
self.log_sock = messaging.sub_sock('androidLog')
# wait for one pandaState and one CAN packet
print("Waiting for CAN messages...")
get_one_can(self.can_sock)
self.CI, self.CP = get_car(self.can_sock, self.pm.sock['sendcan'])
# read params
self.is_metric = params.get_bool("IsMetric")
self.is_ldw_enabled = params.get_bool("IsLdwEnabled")
community_feature_toggle = params.get_bool("CommunityFeaturesToggle")
openpilot_enabled_toggle = params.get_bool("OpenpilotEnabledToggle")
passive = params.get_bool("Passive") or not openpilot_enabled_toggle
# detect sound card presence and ensure successful init
sounds_available = HARDWARE.get_sound_card_online()
car_recognized = self.CP.carName != 'mock'
controller_available = self.CI.CC is not None and not passive and not self.CP.dashcamOnly
community_feature = self.CP.communityFeature or \
self.CP.fingerprintSource == car.CarParams.FingerprintSource.can
community_feature_disallowed = community_feature and (
not community_feature_toggle)
self.read_only = not car_recognized or not controller_available or \
self.CP.dashcamOnly or community_feature_disallowed
if self.read_only:
safety_config = car.CarParams.SafetyConfig.new_message()
safety_config.safetyModel = car.CarParams.SafetyModel.noOutput
self.CP.safetyConfigs = [safety_config]
# Write CarParams for radard
cp_bytes = self.CP.to_bytes()
params.put("CarParams", cp_bytes)
put_nonblocking("CarParamsCache", cp_bytes)
self.CC = car.CarControl.new_message()
self.AM = AlertManager()
self.events = Events()
self.LoC = LongControl(self.CP)
self.VM = VehicleModel(self.CP)
if self.CP.steerControlType == car.CarParams.SteerControlType.angle:
self.LaC = LatControlAngle(self.CP)
elif self.CP.lateralTuning.which() == 'pid':
self.LaC = LatControlPID(self.CP, self.CI)
elif self.CP.lateralTuning.which() == 'indi':
self.LaC = LatControlINDI(self.CP)
elif self.CP.lateralTuning.which() == 'lqr':
self.LaC = LatControlLQR(self.CP)
self.initialized = False
self.state = State.disabled
self.enabled = False
self.active = False
self.can_rcv_error = False
self.soft_disable_timer = 0
self.v_cruise_kph = 255
self.v_cruise_kph_last = 0
self.mismatch_counter = 0
self.can_error_counter = 0
self.last_blinker_frame = 0
self.saturated_count = 0
self.distance_traveled = 0
self.last_functional_fan_frame = 0
self.events_prev = []
self.current_alert_types = [ET.PERMANENT]
self.logged_comm_issue = False
self.button_timers = {
ButtonEvent.Type.decelCruise: 0,
ButtonEvent.Type.accelCruise: 0
}
# TODO: no longer necessary, aside from process replay
self.sm['liveParameters'].valid = True
self.startup_event = get_startup_event(car_recognized,
controller_available,
len(self.CP.carFw) > 0)
if not sounds_available:
self.events.add(EventName.soundsUnavailable, static=True)
if community_feature_disallowed and car_recognized and not self.CP.dashcamOnly:
self.events.add(EventName.communityFeatureDisallowed, static=True)
if not car_recognized:
self.events.add(EventName.carUnrecognized, static=True)
elif self.read_only:
self.events.add(EventName.dashcamMode, static=True)
elif self.joystick_mode:
self.events.add(EventName.joystickDebug, static=True)
self.startup_event = None
# controlsd is driven by can recv, expected at 100Hz
self.rk = Ratekeeper(100, print_delay_threshold=None)
self.prof = Profiler(False) # off by default
class Controls:
def __init__(self, sm=None, pm=None, can_sock=None):
config_realtime_process(4 if TICI else 3, Priority.CTRL_HIGH)
# Setup sockets
self.pm = pm
if self.pm is None:
self.pm = messaging.PubMaster([
'sendcan', 'controlsState', 'carState', 'carControl',
'carEvents', 'carParams'
])
self.sm = sm
if self.sm is None:
ignore = ['driverCameraState', 'managerState'
] if SIMULATION else None
self.sm = messaging.SubMaster([
'deviceState', 'pandaState', 'modelV2', 'liveCalibration',
'driverMonitoringState', 'longitudinalPlan', 'lateralPlan',
'liveLocationKalman', 'roadCameraState', 'driverCameraState',
'managerState', 'liveParameters', 'radarState'
],
ignore_alive=ignore)
self.can_sock = can_sock
if can_sock is None:
can_timeout = None if os.environ.get('NO_CAN_TIMEOUT',
False) else 100
self.can_sock = messaging.sub_sock('can', timeout=can_timeout)
# wait for one pandaState and one CAN packet
hw_type = messaging.recv_one(
self.sm.sock['pandaState']).pandaState.pandaType
has_relay = hw_type in [
PandaType.blackPanda, PandaType.uno, PandaType.dos
]
print("Waiting for CAN messages...")
get_one_can(self.can_sock)
self.CI, self.CP = get_car(self.can_sock, self.pm.sock['sendcan'],
has_relay)
# read params
params = Params()
self.is_metric = params.get_bool("IsMetric")
self.is_ldw_enabled = params.get_bool("IsLdwEnabled")
self.enable_lte_onroad = params.get_bool("EnableLteOnroad")
community_feature_toggle = params.get_bool("CommunityFeaturesToggle")
openpilot_enabled_toggle = params.get_bool("OpenpilotEnabledToggle")
passive = params.get_bool("Passive") or not openpilot_enabled_toggle
# detect sound card presence and ensure successful init
sounds_available = HARDWARE.get_sound_card_online()
car_recognized = self.CP.carName != 'mock'
# If stock camera is disconnected, we loaded car controls and it's not dashcam mode
controller_available = self.CP.enableCamera and self.CI.CC is not None and not passive and not self.CP.dashcamOnly
community_feature_disallowed = self.CP.communityFeature and not community_feature_toggle
self.read_only = not car_recognized or not controller_available or \
self.CP.dashcamOnly or community_feature_disallowed
if self.read_only:
self.CP.safetyModel = car.CarParams.SafetyModel.noOutput
# Write CarParams for radard and boardd safety mode
cp_bytes = self.CP.to_bytes()
params.put("CarParams", cp_bytes)
put_nonblocking("CarParamsCache", cp_bytes)
self.CC = car.CarControl.new_message()
self.AM = AlertManager()
self.events = Events()
self.LoC = LongControl(self.CP, self.CI.compute_gb)
self.VM = VehicleModel(self.CP)
if self.CP.steerControlType == car.CarParams.SteerControlType.angle:
self.LaC = LatControlAngle(self.CP)
elif self.CP.lateralTuning.which() == 'pid':
self.LaC = LatControlPID(self.CP)
elif self.CP.lateralTuning.which() == 'indi':
self.LaC = LatControlINDI(self.CP)
elif self.CP.lateralTuning.which() == 'lqr':
self.LaC = LatControlLQR(self.CP)
self.state = State.disabled
self.enabled = False
self.active = False
self.can_rcv_error = False
self.soft_disable_timer = 0
self.v_cruise_kph = 255
self.v_cruise_kph_last = 0
self.mismatch_counter = 0
self.can_error_counter = 0
self.last_blinker_frame = 0
self.saturated_count = 0
self.distance_traveled = 0
self.last_functional_fan_frame = 0
self.events_prev = []
self.current_alert_types = [ET.PERMANENT]
self.logged_comm_issue = False
self.angle_steers_des = 0.
self.road_limit_speed = 0
self.road_limit_left_dist = 0
self.v_cruise_kph_limit = 0
self.curve_speed_ms = 255.
self.sm['liveCalibration'].calStatus = Calibration.CALIBRATED
self.sm['deviceState'].freeSpacePercent = 100
self.sm['driverMonitoringState'].events = []
self.sm['driverMonitoringState'].awarenessStatus = 1.
self.sm['driverMonitoringState'].faceDetected = False
self.sm['liveParameters'].valid = True
self.startup_event = get_startup_event(car_recognized,
controller_available, hw_type)
if not sounds_available:
self.events.add(EventName.soundsUnavailable, static=True)
if community_feature_disallowed:
self.events.add(EventName.communityFeatureDisallowed, static=True)
if not car_recognized:
self.events.add(EventName.carUnrecognized, static=True)
# if hw_type == PandaType.greyPanda:
# self.events.add(EventName.startupGreyPanda, static=True)
elif self.read_only:
self.events.add(EventName.dashcamMode, static=True)
# controlsd is driven by can recv, expected at 100Hz
self.rk = Ratekeeper(100, print_delay_threshold=None)
self.prof = Profiler(False) # off by default
def update_events(self, CS):
"""Compute carEvents from carState"""
self.events.clear()
self.events.add_from_msg(CS.events)
self.events.add_from_msg(self.sm['driverMonitoringState'].events)
# Handle startup event
if self.startup_event is not None:
self.events.add(self.startup_event)
self.startup_event = None
# Create events for battery, temperature, disk space, and memory
if self.sm['deviceState'].batteryPercent < 1 and self.sm[
'deviceState'].chargingError:
# at zero percent battery, while discharging, OP should not allowed
self.events.add(EventName.lowBattery)
if self.sm['deviceState'].thermalStatus >= ThermalStatus.red:
self.events.add(EventName.overheat)
if self.sm['deviceState'].freeSpacePercent < 7:
# under 7% of space free no enable allowed
self.events.add(EventName.outOfSpace)
if self.sm['deviceState'].memoryUsagePercent > 90:
self.events.add(EventName.lowMemory)
# Alert if fan isn't spinning for 5 seconds
if self.sm['pandaState'].pandaType in [PandaType.uno, PandaType.dos]:
if self.sm['pandaState'].fanSpeedRpm == 0 and self.sm[
'deviceState'].fanSpeedPercentDesired > 50:
if (self.sm.frame -
self.last_functional_fan_frame) * DT_CTRL > 5.0:
self.events.add(EventName.fanMalfunction)
else:
self.last_functional_fan_frame = self.sm.frame
# Handle calibration status
cal_status = self.sm['liveCalibration'].calStatus
if cal_status != Calibration.CALIBRATED:
if cal_status == Calibration.UNCALIBRATED:
self.events.add(EventName.calibrationIncomplete)
else:
self.events.add(EventName.calibrationInvalid)
# Handle lane change
if self.sm[
'lateralPlan'].laneChangeState == LaneChangeState.preLaneChange:
direction = self.sm['lateralPlan'].laneChangeDirection
if (CS.leftBlindspot and direction == LaneChangeDirection.left) or \
(CS.rightBlindspot and direction == LaneChangeDirection.right):
self.events.add(EventName.laneChangeBlocked)
else:
if direction == LaneChangeDirection.left:
self.events.add(EventName.preLaneChangeLeft)
else:
self.events.add(EventName.preLaneChangeRight)
elif self.sm['lateralPlan'].laneChangeState in [
LaneChangeState.laneChangeStarting,
LaneChangeState.laneChangeFinishing
]:
self.events.add(EventName.laneChange)
if self.can_rcv_error or (not CS.canValid
and self.sm.frame > 5 / DT_CTRL):
self.events.add(EventName.canError)
safety_mismatch = self.sm[
'pandaState'].safetyModel != self.CP.safetyModel
safety_mismatch = safety_mismatch or self.sm[
'pandaState'].safetyParam != self.CP.safetyParam
if (safety_mismatch and
self.sm.frame > 2 / DT_CTRL) or self.mismatch_counter >= 200:
self.events.add(EventName.controlsMismatch)
if not self.sm['liveParameters'].valid:
self.events.add(EventName.vehicleModelInvalid)
if len(self.sm['radarState'].radarErrors):
self.events.add(EventName.radarFault)
#elif not self.sm.all_alive_and_valid():
#self.events.add(EventName.commIssue)
#if not self.logged_comm_issue:
#cloudlog.error(f"commIssue - valid: {self.sm.valid} - alive: {self.sm.alive}")
#self.logged_comm_issue = True
else:
self.logged_comm_issue = False
if not self.sm['lateralPlan'].mpcSolutionValid:
self.events.add(EventName.plannerError)
if not self.sm['liveLocationKalman'].sensorsOK and not NOSENSOR:
if self.sm.frame > 5 / DT_CTRL: # Give locationd some time to receive all the inputs
self.events.add(EventName.sensorDataInvalid)
if not self.sm['liveLocationKalman'].posenetOK:
self.events.add(EventName.posenetInvalid)
if not self.sm['liveLocationKalman'].deviceStable:
self.events.add(EventName.deviceFalling)
if log.PandaState.FaultType.relayMalfunction in self.sm[
'pandaState'].faults:
self.events.add(EventName.relayMalfunction)
if self.sm['longitudinalPlan'].fcw:
self.events.add(EventName.fcw)
# TODO: fix simulator
if not SIMULATION:
#if not NOSENSOR:
#if not self.sm['liveLocationKalman'].gpsOK and (self.distance_traveled > 1000) and \
#(not TICI or self.enable_lte_onroad):
# Not show in first 1 km to allow for driving out of garage. This event shows after 5 minutes
#self.events.add(EventName.noGps)
if not self.sm.all_alive(['roadCameraState', 'driverCameraState'
]) and (self.sm.frame > 5 / DT_CTRL):
self.events.add(EventName.cameraMalfunction)
if self.sm['modelV2'].frameDropPerc > 20:
self.events.add(EventName.modeldLagging)
# Check if all manager processes are running
not_running = set(p.name for p in self.sm['managerState'].processes
if not p.running)
if self.sm.rcv_frame['managerState'] and (not_running -
IGNORE_PROCESSES):
self.events.add(EventName.processNotRunning)
# Only allow engagement with brake pressed when stopped behind another stopped car
if CS.brakePressed and self.sm['longitudinalPlan'].vTargetFuture >= STARTING_TARGET_SPEED \
and self.CP.openpilotLongitudinalControl and CS.vEgo < 0.3:
self.events.add(EventName.noTarget)
def data_sample(self):
"""Receive data from sockets and update carState"""
# Update carState from CAN
can_strs = messaging.drain_sock_raw(self.can_sock, wait_for_one=True)
CS = self.CI.update(self.CC, can_strs)
self.sm.update(0)
# Check for CAN timeout
if not can_strs:
self.can_error_counter += 1
self.can_rcv_error = True
else:
self.can_rcv_error = False
# When the panda and controlsd do not agree on controls_allowed
# we want to disengage openpilot. However the status from the panda goes through
# another socket other than the CAN messages and one can arrive earlier than the other.
# Therefore we allow a mismatch for two samples, then we trigger the disengagement.
if not self.enabled:
self.mismatch_counter = 0
if not self.sm['pandaState'].controlsAllowed and self.enabled:
self.mismatch_counter += 1
self.distance_traveled += CS.vEgo * DT_CTRL
return CS
def cal_curve_speed(self, sm, v_ego, frame):
if frame % 10 == 0:
md = sm['modelV2']
if md is not None and len(
md.position.x) == TRAJECTORY_SIZE and len(
md.position.y) == TRAJECTORY_SIZE:
x = md.position.x
y = md.position.y
dy = np.gradient(y, x)
d2y = np.gradient(dy, x)
curv = d2y / (1 + dy**2)**1.5
curv = curv[5:TRAJECTORY_SIZE - 10]
a_y_max = 2.975 - v_ego * 0.0375 # ~1.85 @ 75mph, ~2.6 @ 25mph
v_curvature = np.sqrt(a_y_max /
np.clip(np.abs(curv), 1e-4, None))
model_speed = np.mean(v_curvature) * 0.9
if model_speed < v_ego:
self.curve_speed_ms = float(
max(model_speed, 32. * CV.KPH_TO_MS))
else:
self.curve_speed_ms = 255.
if np.isnan(self.curve_speed_ms):
self.curve_speed_ms = 255.
else:
self.curve_speed_ms = 255.
return self.curve_speed_ms
def state_transition(self, CS):
"""Compute conditional state transitions and execute actions on state transitions"""
self.v_cruise_kph_last = self.v_cruise_kph
# if stock cruise is completely disabled, then we can use our own set speed logic
if not self.CP.enableCruise:
self.v_cruise_kph = update_v_cruise(self.v_cruise_kph,
CS.buttonEvents, self.enabled)
elif self.CP.enableCruise and CS.cruiseState.enabled:
self.v_cruise_kph = CS.cruiseState.speed * CV.MS_TO_KPH
curv_speed_ms = self.cal_curve_speed(self.sm, CS.vEgo, self.sm.frame)
self.v_cruise_kph = min(self.v_cruise_kph,
curv_speed_ms * CV.MS_TO_KPH)
limit_speed, self.road_limit_speed, self.road_limit_left_dist, first_started, log = road_speed_limiter_get_max_speed(
CS, self.v_cruise_kph)
if limit_speed > 20:
self.v_cruise_kph_limit = min(limit_speed, self.v_cruise_kph)
if limit_speed < CS.vEgo * CV.MS_TO_KPH:
self.events.add(EventName.slowingDownSpeed)
else:
self.v_cruise_kph_limit = self.v_cruise_kph
# decrease the soft disable timer at every step, as it's reset on
# entrance in SOFT_DISABLING state
self.soft_disable_timer = max(0, self.soft_disable_timer - 1)
self.current_alert_types = [ET.PERMANENT]
# ENABLED, PRE ENABLING, SOFT DISABLING
if self.state != State.disabled:
# user and immediate disable always have priority in a non-disabled state
if self.events.any(ET.USER_DISABLE):
self.state = State.disabled
self.current_alert_types.append(ET.USER_DISABLE)
elif self.events.any(ET.IMMEDIATE_DISABLE):
self.state = State.disabled
self.current_alert_types.append(ET.IMMEDIATE_DISABLE)
else:
# ENABLED
if self.state == State.enabled:
if self.events.any(ET.SOFT_DISABLE):
self.state = State.softDisabling
self.soft_disable_timer = 300 # 3s
self.current_alert_types.append(ET.SOFT_DISABLE)
# SOFT DISABLING
elif self.state == State.softDisabling:
if not self.events.any(ET.SOFT_DISABLE):
# no more soft disabling condition, so go back to ENABLED
self.state = State.enabled
elif self.events.any(
ET.SOFT_DISABLE) and self.soft_disable_timer > 0:
self.current_alert_types.append(ET.SOFT_DISABLE)
elif self.soft_disable_timer <= 0:
self.state = State.disabled
# PRE ENABLING
elif self.state == State.preEnabled:
if not self.events.any(ET.PRE_ENABLE):
self.state = State.enabled
else:
self.current_alert_types.append(ET.PRE_ENABLE)
# DISABLED
elif self.state == State.disabled:
if self.events.any(ET.ENABLE):
if self.events.any(ET.NO_ENTRY):
self.current_alert_types.append(ET.NO_ENTRY)
else:
if self.events.any(ET.PRE_ENABLE):
self.state = State.preEnabled
else:
self.state = State.enabled
self.current_alert_types.append(ET.ENABLE)
self.v_cruise_kph = initialize_v_cruise(
CS.vEgo, CS.buttonEvents, self.v_cruise_kph_last)
# Check if actuators are enabled
self.active = self.state == State.enabled or self.state == State.softDisabling
if self.active:
self.current_alert_types.append(ET.WARNING)
# Check if openpilot is engaged
self.enabled = self.active or self.state == State.preEnabled
def state_control(self, CS):
"""Given the state, this function returns an actuators packet"""
# Neokii's live tune
# Update VehicleModel
params = self.sm['liveParameters']
x = max(params.stiffnessFactor, 0.1)
#sr = max(params.steerRatio, 0.1)
if ntune_isEnabled('useLiveSteerRatio'):
sr = max(self.sm['liveParameters'].steerRatio, 0.1)
else:
if self.CP.carName in [CAR.VOLT]:
sr = interp(abs(self.angle_steers_des), [5., 35.],
[13.5, 17.7])
else:
sr = max(ntune_get('steerRatio'), 0.1)
self.VM.update_params(x, sr)
lat_plan = self.sm['lateralPlan']
long_plan = self.sm['longitudinalPlan']
actuators = car.CarControl.Actuators.new_message()
if CS.leftBlinker or CS.rightBlinker:
self.last_blinker_frame = self.sm.frame
# State specific actions
if not self.active:
self.LaC.reset()
self.LoC.reset(v_pid=CS.vEgo)
long_plan_age = DT_CTRL * (self.sm.frame -
self.sm.rcv_frame['longitudinalPlan'])
# no greater than dt mpc + dt, to prevent too high extraps
dt = min(long_plan_age, LON_MPC_STEP + DT_CTRL) + DT_CTRL
a_acc_sol = long_plan.aStart + (dt / LON_MPC_STEP) * (
long_plan.aTarget - long_plan.aStart)
v_acc_sol = long_plan.vStart + dt * (a_acc_sol +
long_plan.aStart) / 2.0
# Gas/Brake PID loop
actuators.gas, actuators.brake = self.LoC.update(
self.active, CS, v_acc_sol, long_plan.vTargetFuture, a_acc_sol,
self.CP)
# Steering PID loop and lateral MPC
actuators.steer, actuators.steeringAngleDeg, lac_log = self.LaC.update(
self.active, CS, self.CP, self.VM, params, lat_plan)
# Check for difference between desired angle and angle for angle based control
angle_control_saturated = self.CP.steerControlType == car.CarParams.SteerControlType.angle and \
abs(actuators.steeringAngleDeg - CS.steeringAngleDeg) > STEER_ANGLE_SATURATION_THRESHOLD
if angle_control_saturated and not CS.steeringPressed and self.active:
self.saturated_count += 1
else:
self.saturated_count = 0
# Send a "steering required alert" if saturation count has reached the limit
if (lac_log.saturated and not CS.steeringPressed) or \
(self.saturated_count > STEER_ANGLE_SATURATION_TIMEOUT):
if len(lat_plan.dPathPoints):
# Check if we deviated from the path
left_deviation = actuators.steer > 0 and lat_plan.dPathPoints[
0] < -0.1
right_deviation = actuators.steer < 0 and lat_plan.dPathPoints[
0] > 0.1
# Bellow 2Lines' notations are for disable Alerts
# if left_deviation or right_deviation:
# self.events.add(EventName.steerSaturated)
return actuators, v_acc_sol, a_acc_sol, lac_log
def publish_logs(self, CS, start_time, actuators, v_acc, a_acc, lac_log):
"""Send actuators and hud commands to the car, send controlsstate and MPC logging"""
CC = car.CarControl.new_message()
CC.enabled = self.enabled
CC.actuators = actuators
CC.cruiseControl.override = True
CC.cruiseControl.cancel = not self.CP.enableCruise or (
not self.enabled and CS.cruiseState.enabled)
# Some override values for Honda
# brake discount removes a sharp nonlinearity
brake_discount = (1.0 - clip(actuators.brake * 3., 0.0, 1.0))
speed_override = max(0.0,
(self.LoC.v_pid + CS.cruiseState.speedOffset) *
brake_discount)
CC.cruiseControl.speedOverride = float(
speed_override if self.CP.enableCruise else 0.0)
CC.cruiseControl.accelOverride = self.CI.calc_accel_override(
CS.aEgo, self.sm['longitudinalPlan'].aTarget, CS.vEgo,
self.sm['longitudinalPlan'].vTarget)
CC.hudControl.setSpeed = float(self.v_cruise_kph_limit * CV.KPH_TO_MS)
CC.hudControl.speedVisible = self.enabled
CC.hudControl.lanesVisible = self.enabled
CC.hudControl.leadVisible = self.sm['longitudinalPlan'].hasLead
right_lane_visible = self.sm['lateralPlan'].rProb > 0.5
left_lane_visible = self.sm['lateralPlan'].lProb > 0.5
CC.hudControl.rightLaneVisible = bool(right_lane_visible)
CC.hudControl.leftLaneVisible = bool(left_lane_visible)
recent_blinker = (self.sm.frame - self.last_blinker_frame
) * DT_CTRL < 5.0 # 5s blinker cooldown
ldw_allowed = self.is_ldw_enabled and CS.vEgo > LDW_MIN_SPEED and not recent_blinker \
and not self.active and self.sm['liveCalibration'].calStatus == Calibration.CALIBRATED
meta = self.sm['modelV2'].meta
if len(meta.desirePrediction) and ldw_allowed:
l_lane_change_prob = meta.desirePrediction[Desire.laneChangeLeft -
1]
r_lane_change_prob = meta.desirePrediction[Desire.laneChangeRight -
1]
cameraOffset = ntune_get("cameraOffset")
l_lane_close = left_lane_visible and (
self.sm['modelV2'].laneLines[1].y[0] > -(1.08 + cameraOffset))
r_lane_close = right_lane_visible and (
self.sm['modelV2'].laneLines[2].y[0] < (1.08 - cameraOffset))
CC.hudControl.leftLaneDepart = bool(
l_lane_change_prob > LANE_DEPARTURE_THRESHOLD and l_lane_close)
CC.hudControl.rightLaneDepart = bool(
r_lane_change_prob > LANE_DEPARTURE_THRESHOLD and r_lane_close)
if CC.hudControl.rightLaneDepart or CC.hudControl.leftLaneDepart:
self.events.add(EventName.ldw)
clear_event = ET.WARNING if ET.WARNING not in self.current_alert_types else None
alerts = self.events.create_alerts(self.current_alert_types,
[self.CP, self.sm, self.is_metric])
self.AM.add_many(self.sm.frame, alerts, self.enabled)
self.AM.process_alerts(self.sm.frame, clear_event)
CC.hudControl.visualAlert = self.AM.visual_alert
if not self.read_only:
# send car controls over can
can_sends = self.CI.apply(CC)
self.pm.send(
'sendcan',
can_list_to_can_capnp(can_sends,
msgtype='sendcan',
valid=CS.canValid))
force_decel = (self.sm['driverMonitoringState'].awarenessStatus < 0.) or \
(self.state == State.softDisabling)
# Curvature & Steering angle
params = self.sm['liveParameters']
lat_plan = self.sm['lateralPlan']
steer_angle_without_offset = math.radians(CS.steeringAngleDeg -
params.angleOffsetAverageDeg)
curvature = -self.VM.calc_curvature(steer_angle_without_offset,
CS.vEgo)
self.angle_steers_des = math.degrees(
self.VM.get_steer_from_curvature(-lat_plan.curvature, CS.vEgo))
self.angle_steers_des += params.angleOffsetDeg
# controlsState
dat = messaging.new_message('controlsState')
dat.valid = CS.canValid
controlsState = dat.controlsState
controlsState.alertText1 = self.AM.alert_text_1
controlsState.alertText2 = self.AM.alert_text_2
controlsState.alertSize = self.AM.alert_size
controlsState.alertStatus = self.AM.alert_status
controlsState.alertBlinkingRate = self.AM.alert_rate
controlsState.alertType = self.AM.alert_type
controlsState.alertSound = self.AM.audible_alert
controlsState.canMonoTimes = list(CS.canMonoTimes)
controlsState.longitudinalPlanMonoTime = self.sm.logMonoTime[
'longitudinalPlan']
controlsState.lateralPlanMonoTime = self.sm.logMonoTime['lateralPlan']
controlsState.enabled = self.enabled
controlsState.active = self.active
# bellow 3Lines are for Wheel Rotation
controlsState.vEgo = CS.vEgo
controlsState.vEgoRaw = CS.vEgoRaw
controlsState.steerOverride = CS.steeringPressed
# controlsState.angleSteers = CS.steeringAngleDeg
controlsState.curvature = curvature
controlsState.steeringAngleDesiredDeg = self.angle_steers_des
controlsState.state = self.state
controlsState.engageable = not self.events.any(ET.NO_ENTRY)
controlsState.longControlState = self.LoC.long_control_state
controlsState.vPid = float(self.LoC.v_pid)
controlsState.vCruise = float(self.v_cruise_kph_limit)
controlsState.upAccelCmd = float(self.LoC.pid.p)
controlsState.uiAccelCmd = float(self.LoC.pid.i)
controlsState.ufAccelCmd = float(self.LoC.pid.f)
controlsState.vTargetLead = float(v_acc)
controlsState.aTarget = float(a_acc)
controlsState.cumLagMs = -self.rk.remaining * 1000.
controlsState.startMonoTime = int(start_time * 1e9)
controlsState.forceDecel = bool(force_decel)
controlsState.canErrorCounter = self.can_error_counter
controlsState.angleSteers = steer_angle_without_offset * CV.RAD_TO_DEG
controlsState.roadLimitSpeed = self.road_limit_speed
controlsState.roadLimitSpeedLeftDist = self.road_limit_left_dist
# display SR/SRC/SAD on Ui
controlsState.steerRatio = self.VM.sR
controlsState.steerRateCost = ntune_get('steerRateCost')
controlsState.steerActuatorDelay = ntune_get('steerActuatorDelay')
if self.CP.steerControlType == car.CarParams.SteerControlType.angle:
controlsState.lateralControlState.angleState = lac_log
elif self.CP.lateralTuning.which() == 'pid':
controlsState.lateralControlState.pidState = lac_log
elif self.CP.lateralTuning.which() == 'lqr':
controlsState.lateralControlState.lqrState = lac_log
elif self.CP.lateralTuning.which() == 'indi':
controlsState.lateralControlState.indiState = lac_log
self.pm.send('controlsState', dat)
# carState
car_events = self.events.to_msg()
cs_send = messaging.new_message('carState')
cs_send.valid = CS.canValid
cs_send.carState = CS
cs_send.carState.events = car_events
self.pm.send('carState', cs_send)
# carEvents - logged every second or on change
if (self.sm.frame % int(1. / DT_CTRL)
== 0) or (self.events.names != self.events_prev):
ce_send = messaging.new_message('carEvents', len(self.events))
ce_send.carEvents = car_events
self.pm.send('carEvents', ce_send)
self.events_prev = self.events.names.copy()
# carParams - logged every 50 seconds (> 1 per segment)
if (self.sm.frame % int(50. / DT_CTRL) == 0):
cp_send = messaging.new_message('carParams')
cp_send.carParams = self.CP
self.pm.send('carParams', cp_send)
# carControl
cc_send = messaging.new_message('carControl')
cc_send.valid = CS.canValid
cc_send.carControl = CC
self.pm.send('carControl', cc_send)
# copy CarControl to pass to CarInterface on the next iteration
self.CC = CC
def step(self):
start_time = sec_since_boot()
self.prof.checkpoint("Ratekeeper", ignore=True)
# Sample data from sockets and get a carState
CS = self.data_sample()
self.prof.checkpoint("Sample")
self.update_events(CS)
if not self.read_only:
# Update control state
self.state_transition(CS)
self.prof.checkpoint("State transition")
# Compute actuators (runs PID loops and lateral MPC)
actuators, v_acc, a_acc, lac_log = self.state_control(CS)
self.prof.checkpoint("State Control")
# Publish data
self.publish_logs(CS, start_time, actuators, v_acc, a_acc, lac_log)
self.prof.checkpoint("Sent")
def controlsd_thread(self):
while True:
self.step()
self.rk.monitor_time()
self.prof.display()
def controlsd_thread(gctx=None, rate=100, default_bias=0.):
gc.disable()
# start the loop
set_realtime_priority(3)
context = zmq.Context()
params = Params()
# pub
live100 = messaging.pub_sock(context, service_list['live100'].port)
carstate = messaging.pub_sock(context, service_list['carState'].port)
carcontrol = messaging.pub_sock(context, service_list['carControl'].port)
livempc = messaging.pub_sock(context, service_list['liveMpc'].port)
is_metric = params.get("IsMetric") == "1"
passive = params.get("Passive") != "0"
if not passive:
while 1:
try:
sendcan = messaging.pub_sock(context,
service_list['sendcan'].port)
break
except zmq.error.ZMQError:
kill_defaultd()
else:
sendcan = None
# sub
poller = zmq.Poller()
thermal = messaging.sub_sock(context,
service_list['thermal'].port,
conflate=True,
poller=poller)
health = messaging.sub_sock(context,
service_list['health'].port,
conflate=True,
poller=poller)
cal = messaging.sub_sock(context,
service_list['liveCalibration'].port,
conflate=True,
poller=poller)
driver_monitor = messaging.sub_sock(context,
service_list['driverMonitoring'].port,
conflate=True,
poller=poller)
gps_location = messaging.sub_sock(context,
service_list['gpsLocationExternal'].port,
conflate=True,
poller=poller)
logcan = messaging.sub_sock(context, service_list['can'].port)
CC = car.CarControl.new_message()
CI, CP = get_car(logcan, sendcan, 1.0 if passive else None)
if CI is None:
raise Exception("unsupported car")
# if stock camera is connected, then force passive behavior
if not CP.enableCamera:
passive = True
sendcan = None
if passive:
CP.safetyModel = car.CarParams.SafetyModels.noOutput
fcw_enabled = params.get("IsFcwEnabled") == "1"
geofence = None
PL = Planner(CP, fcw_enabled)
LoC = LongControl(CP, CI.compute_gb)
VM = VehicleModel(CP)
LaC = LatControl(VM)
AM = AlertManager()
driver_status = DriverStatus()
if not passive:
AM.add("startup", False)
# write CarParams
params.put("CarParams", CP.to_bytes())
state = State.disabled
soft_disable_timer = 0
v_cruise_kph = 255
v_cruise_kph_last = 0
overtemp = False
free_space = False
cal_status = Calibration.INVALID
cal_perc = 0
mismatch_counter = 0
low_battery = False
rk = Ratekeeper(rate, print_delay_threshold=2. / 1000)
# learned angle offset
angle_offset = default_bias
calibration_params = params.get("CalibrationParams")
if calibration_params:
try:
calibration_params = json.loads(calibration_params)
angle_offset = calibration_params["angle_offset2"]
except (ValueError, KeyError):
pass
prof = Profiler(False) # off by default
while 1:
prof.checkpoint("Ratekeeper", ignore=True)
# sample data and compute car events
CS, events, cal_status, cal_perc, overtemp, free_space, low_battery, mismatch_counter = data_sample(
CI, CC, thermal, cal, health, driver_monitor, gps_location, poller,
cal_status, cal_perc, overtemp, free_space, low_battery,
driver_status, geofence, state, mismatch_counter, params)
prof.checkpoint("Sample")
# define plan
plan, plan_ts = calc_plan(CS, CP, events, PL, LaC, LoC, v_cruise_kph,
driver_status, geofence)
prof.checkpoint("Plan")
if not passive:
# update control state
state, soft_disable_timer, v_cruise_kph, v_cruise_kph_last = \
state_transition(CS, CP, state, events, soft_disable_timer, v_cruise_kph, AM)
prof.checkpoint("State transition")
# compute actuators
actuators, v_cruise_kph, driver_status, angle_offset = state_control(
plan, CS, CP, state, events, v_cruise_kph, v_cruise_kph_last, AM,
rk, driver_status, PL, LaC, LoC, VM, angle_offset, passive,
is_metric, cal_perc)
prof.checkpoint("State Control")
# publish data
CC = data_send(PL.perception_state, plan, plan_ts, CS, CI, CP, VM,
state, events, actuators, v_cruise_kph, rk, carstate,
carcontrol, live100, livempc, AM, driver_status, LaC,
LoC, angle_offset, passive)
prof.checkpoint("Sent")
# *** run loop at fixed rate ***
rk.keep_time()
prof.display()
def controlsd_thread(gctx, rate=100): #rate in Hz
# *** log ***
context = zmq.Context()
live100 = messaging.pub_sock(context, service_list['live100'].port)
carstate = messaging.pub_sock(context, service_list['carState'].port)
carcontrol = messaging.pub_sock(context, service_list['carControl'].port)
sendcan = messaging.pub_sock(context, service_list['sendcan'].port)
thermal = messaging.sub_sock(context, service_list['thermal'].port)
live20 = messaging.sub_sock(context, service_list['live20'].port)
model = messaging.sub_sock(context, service_list['model'].port)
health = messaging.sub_sock(context, service_list['health'].port)
logcan = messaging.sub_sock(context, service_list['can'].port)
# connects to can and sendcan
CI = CarInterface()
VP = CI.getVehicleParams()
PP = PathPlanner(model)
AC = AdaptiveCruise(live20)
AM = AlertManager()
LoC = LongControl()
LaC = LatControl()
# controls enabled state
enabled = False
last_enable_request = 0
# learned angle offset
angle_offset = 0
# rear view camera state
rear_view_toggle = False
v_cruise_kph = 255
# 0.0 - 1.0
awareness_status = 0.0
soft_disable_timer = None
# Is cpu temp too high to enable?
overtemp = False
free_space = 1.0
# start the loop
set_realtime_priority(2)
rk = Ratekeeper(rate, print_delay_threshold=2. / 1000)
while 1:
prof = Profiler()
cur_time = sec_since_boot()
# read CAN
# CS = CI.update()
CS = car.CarState.new_message()
CS.vEgo = 13
for a in messaging.drain_sock(logcan):
CS.steeringAngle = a.carState.steeringAngle
# broadcast carState
cs_send = messaging.new_message()
cs_send.init('carState')
cs_send.carState = CS # copy?
carstate.send(cs_send.to_bytes())
prof.checkpoint("CarInterface")
# did it request to enable?
enable_request, enable_condition = False, False
if enabled:
# gives the user 6 minutes
# awareness_status -= 1.0/(100*60*6)
if awareness_status <= 0.:
# AM.add("driverDistracted", enabled)
awareness_status = 1.0
# reset awareness status on steering
if CS.steeringPressed:
awareness_status = 1.0
# handle button presses
for b in CS.buttonEvents:
print b
# reset awareness on any user action
awareness_status = 1.0
# button presses for rear view
if b.type == "leftBlinker" or b.type == "rightBlinker":
if b.pressed:
rear_view_toggle = True
else:
rear_view_toggle = False
if b.type == "altButton1" and b.pressed:
rear_view_toggle = not rear_view_toggle
if not VP.brake_only and enabled and not b.pressed:
if b.type == "accelCruise":
v_cruise_kph = v_cruise_kph - (
v_cruise_kph % V_CRUISE_DELTA) + V_CRUISE_DELTA
elif b.type == "decelCruise":
v_cruise_kph = v_cruise_kph - (
v_cruise_kph % V_CRUISE_DELTA) - V_CRUISE_DELTA
v_cruise_kph = clip(v_cruise_kph, V_CRUISE_MIN, V_CRUISE_MAX)
if not enabled and b.type in ["accelCruise", "decelCruise"
] and not b.pressed:
enable_request = True
# do disable on button down
if b.type == "cancel" and b.pressed:
AM.add("disable", enabled)
# Hack-hack
if not enabled:
enable_request = True
prof.checkpoint("Buttons")
# *** health checking logic ***
hh = messaging.recv_sock(health)
if hh is not None:
# if the board isn't allowing controls but somehow we are enabled!
if not hh.health.controlsAllowed and enabled:
AM.add("controlsMismatch", enabled)
# *** thermal checking logic ***
# thermal data, checked every second
td = messaging.recv_sock(thermal)
if False and td is not None:
# Check temperature.
overtemp = any(t > 950 for t in (td.thermal.cpu0, td.thermal.cpu1,
td.thermal.cpu2, td.thermal.cpu3,
td.thermal.mem, td.thermal.gpu))
# under 15% of space free
free_space = td.thermal.freeSpace
prof.checkpoint("Health")
# *** getting model logic ***
PP.update(cur_time, CS.vEgo)
if rk.frame % 5 == 2:
# *** run this at 20hz again ***
angle_offset = learn_angle_offset(enabled, CS.vEgo, angle_offset,
np.asarray(PP.d_poly), LaC.y_des,
CS.steeringPressed)
# disable if the pedals are pressed while engaged, this is a user disable
if enabled:
if CS.gasPressed or CS.brakePressed:
AM.add("disable", enabled)
if enable_request:
# check for pressed pedals
if CS.gasPressed or CS.brakePressed:
AM.add("pedalPressed", enabled)
enable_request = False
else:
print "enabled pressed at", cur_time
last_enable_request = cur_time
# don't engage with less than 15% free
if free_space < 0.15:
AM.add("outOfSpace", enabled)
enable_request = False
if VP.brake_only:
enable_condition = ((cur_time - last_enable_request) <
0.2) and CS.cruiseState.enabled
else:
enable_condition = enable_request
if enable_request or enable_condition or enabled:
# add all alerts from car
for alert in CS.errors:
AM.add(alert, enabled)
if False and AC.dead:
AM.add("radarCommIssue", enabled)
if PP.dead:
AM.add("modelCommIssue", enabled)
if overtemp:
AM.add("overheat", enabled)
prof.checkpoint("Model")
if enable_condition and not enabled and not AM.alertPresent():
print "*** enabling controls"
# beep for enabling
AM.add("enable", enabled)
# enable both lateral and longitudinal controls
enabled = True
# on activation, let's always set v_cruise from where we are, even if PCM ACC is active
v_cruise_kph = int(
round(
max(CS.vEgo * CV.MS_TO_KPH * VP.ui_speed_fudge,
V_CRUISE_ENABLE_MIN)))
# 6 minutes driver you're on
awareness_status = 1.0
# reset the PID loops
LaC.reset()
# start long control at actual speed
LoC.reset(v_pid=CS.vEgo)
if VP.brake_only and CS.cruiseState.enabled:
v_cruise_kph = CS.cruiseState.speed * CV.MS_TO_KPH
# *** put the adaptive in adaptive cruise control ***
AC.update(cur_time, CS.vEgo, CS.steeringAngle, LoC.v_pid,
awareness_status, VP)
prof.checkpoint("AdaptiveCruise")
# *** gas/brake PID loop ***
final_gas, final_brake = LoC.update(enabled, CS.vEgo, v_cruise_kph,
AC.v_target_lead, AC.a_target,
AC.jerk_factor, VP)
# *** steering PID loop ***
final_steer, sat_flag = LaC.update(enabled, CS.vEgo, CS.steeringAngle,
CS.steeringPressed, PP.d_poly,
angle_offset, VP)
prof.checkpoint("PID")
# ***** handle alerts ****
# send a "steering required alert" if saturation count has reached the limit
if False and sat_flag:
AM.add("steerSaturated", enabled)
if enabled and AM.alertShouldDisable():
print "DISABLING IMMEDIATELY ON ALERT"
enabled = False
if enabled and AM.alertShouldSoftDisable():
if soft_disable_timer is None:
soft_disable_timer = 3 * rate
elif soft_disable_timer == 0:
print "SOFT DISABLING ON ALERT"
enabled = False
else:
soft_disable_timer -= 1
else:
soft_disable_timer = None
# *** push the alerts to current ***
alert_text_1, alert_text_2, visual_alert, audible_alert = AM.process_alerts(
cur_time)
# ***** control the car *****
CC = car.CarControl.new_message()
CC.enabled = enabled
CC.gas = float(final_gas)
CC.brake = float(final_brake)
CC.steeringTorque = float(final_steer)
CC.cruiseControl.override = True
CC.cruiseControl.cancel = bool(
(not VP.brake_only)
or (not enabled and CS.cruiseState.enabled
)) # always cancel if we have an interceptor
CC.cruiseControl.speedOverride = float((LoC.v_pid - .3) if (
VP.brake_only and final_brake == 0.) else 0.0)
CC.cruiseControl.accelOverride = float(AC.a_pcm)
CC.hudControl.setSpeed = float(v_cruise_kph * CV.KPH_TO_MS)
CC.hudControl.speedVisible = enabled
CC.hudControl.lanesVisible = enabled
CC.hudControl.leadVisible = bool(AC.has_lead)
CC.hudControl.visualAlert = visual_alert
CC.hudControl.audibleAlert = audible_alert
# this alert will apply next controls cycle
#if not CI.apply(CC):
# AM.add("controlsFailed", enabled)
# broadcast carControl
cc_send = messaging.new_message()
cc_send.init('carControl')
cc_send.carControl = CC # copy?
#carcontrol.send(cc_send.to_bytes())
sendcan.send(cc_send.to_bytes())
prof.checkpoint("CarControl")
# ***** publish state to logger *****
# publish controls state at 100Hz
dat = messaging.new_message()
dat.init('live100')
# show rear view camera on phone if in reverse gear or when button is pressed
dat.live100.rearViewCam = ('reverseGear'
in CS.errors) or rear_view_toggle
dat.live100.alertText1 = alert_text_1
dat.live100.alertText2 = alert_text_2
dat.live100.awarenessStatus = max(awareness_status,
0.0) if enabled else 0.0
# what packets were used to process
dat.live100.canMonoTimes = list(CS.canMonoTimes)
dat.live100.mdMonoTime = PP.logMonoTime
dat.live100.l20MonoTime = AC.logMonoTime
# if controls is enabled
dat.live100.enabled = enabled
# car state
dat.live100.vEgo = CS.vEgo
dat.live100.angleSteers = CS.steeringAngle
dat.live100.steerOverride = CS.steeringPressed
# longitudinal control state
dat.live100.vPid = float(LoC.v_pid)
dat.live100.vCruise = float(v_cruise_kph)
dat.live100.upAccelCmd = float(LoC.Up_accel_cmd)
dat.live100.uiAccelCmd = float(LoC.Ui_accel_cmd)
# lateral control state
dat.live100.yActual = float(LaC.y_actual)
dat.live100.yDes = float(LaC.y_des)
dat.live100.upSteer = float(LaC.Up_steer)
dat.live100.uiSteer = float(LaC.Ui_steer)
# processed radar state, should add a_pcm?
dat.live100.vTargetLead = float(AC.v_target_lead)
dat.live100.aTargetMin = float(AC.a_target[0])
dat.live100.aTargetMax = float(AC.a_target[1])
dat.live100.jerkFactor = float(AC.jerk_factor)
# lag
dat.live100.cumLagMs = -rk.remaining * 1000.
live100.send(dat.to_bytes())
prof.checkpoint("Live100")
# *** run loop at fixed rate ***
if rk.keep_time():
prof.display()
def controlsd_thread(gctx, rate=100):
# start the loop
set_realtime_priority(2)
context = zmq.Context()
params = Params()
# pub
live100 = messaging.pub_sock(context, service_list['live100'].port)
carstate = messaging.pub_sock(context, service_list['carState'].port)
carcontrol = messaging.pub_sock(context, service_list['carControl'].port)
livempc = messaging.pub_sock(context, service_list['liveMpc'].port)
passive = params.get("Passive") != "0"
if not passive:
sendcan = messaging.pub_sock(context, service_list['sendcan'].port)
else:
sendcan = None
# sub
thermal = messaging.sub_sock(context, service_list['thermal'].port)
health = messaging.sub_sock(context, service_list['health'].port)
cal = messaging.sub_sock(context, service_list['liveCalibration'].port)
logcan = messaging.sub_sock(context, service_list['can'].port)
CC = car.CarControl.new_message()
CI, CP = get_car(logcan, sendcan, 1.0 if passive else None)
if CI is None:
if passive:
return
else:
raise Exception("unsupported car")
if passive:
CP.safetyModel = car.CarParams.SafetyModels.noOutput
fcw_enabled = params.get("IsFcwEnabled") == "1"
PL = Planner(CP, fcw_enabled)
LoC = LongControl(CP, CI.compute_gb)
VM = VehicleModel(CP)
LaC = LatControl(VM)
AM = AlertManager()
if not passive:
AM.add("startup", False)
# write CarParams
params.put("CarParams", CP.to_bytes())
state = State.DISABLED
soft_disable_timer = 0
v_cruise_kph = 255
overtemp = False
free_space = False
cal_status = Calibration.UNCALIBRATED
rear_view_toggle = False
rear_view_allowed = params.get("IsRearViewMirror") == "1"
# 0.0 - 1.0
awareness_status = 1.
rk = Ratekeeper(rate, print_delay_threshold=2./1000)
# learned angle offset
angle_offset = 1.5 # Default model bias
calibration_params = params.get("CalibrationParams")
if calibration_params:
try:
calibration_params = json.loads(calibration_params)
angle_offset = calibration_params["angle_offset"]
except (ValueError, KeyError):
pass
prof = Profiler()
while 1:
prof.reset() # avoid memory leak
# sample data and compute car events
CS, events, cal_status, overtemp, free_space = data_sample(CI, CC, thermal, health, cal, cal_status,
overtemp, free_space)
prof.checkpoint("Sample")
# define plan
plan, plan_ts = calc_plan(CS, events, PL, LoC, v_cruise_kph, awareness_status)
prof.checkpoint("Plan")
if not passive:
# update control state
state, soft_disable_timer, v_cruise_kph = state_transition(CS, CP, state, events, soft_disable_timer, v_cruise_kph, AM)
prof.checkpoint("State transition")
# compute actuators
actuators, v_cruise_kph, awareness_status, angle_offset, rear_view_toggle = state_control(plan, CS, CP, state, events, v_cruise_kph,
AM, rk, awareness_status, PL, LaC, LoC, VM, angle_offset,
rear_view_allowed, rear_view_toggle)
prof.checkpoint("State Control")
# publish data
CC = data_send(plan, plan_ts, CS, CI, CP, state, events, actuators, v_cruise_kph,
rk, carstate, carcontrol, live100, livempc, AM, rear_view_allowed,
rear_view_toggle, awareness_status, LaC, LoC, angle_offset, passive)
prof.checkpoint("Sent")
# *** run loop at fixed rate ***
if rk.keep_time():
prof.display()
camera_scaler = joblib.load(os.path.expanduser('models/GRU_MaxAbs_%d_camera_%s.scaler' % (32, MODEL_VERSION)))
from selfdrive.kegman_conf import kegman_conf
from selfdrive.services import service_list
from selfdrive.car.honda.values import CAR
from enum import Enum
from cereal import log, car
from setproctitle import setproctitle
from common.params import Params, put_nonblocking
from common.profiler import Profiler
from tensorflow.python.keras.models import load_model
setproctitle('transcoderd')
params = Params()
profiler = Profiler(False, 'transcoder')
#kegman = kegman_conf()
BIT_MASK = [1, 128, 64, 32, 8, 4, 2, 8,
1, 128, 64, 32, 8, 4, 2, 8,
1, 128, 64, 32, 8, 4, 2, 8,
1, 128, 64, 32, 8, 4, 2, 8]
#import sys
#sys.stderr = open('../laterald.txt', 'w')
history_rows = []
for filename in os.listdir('models/'):
if filename[-5:] == '.hdf5':
if os.path.exists('models/models.json'):
models = []
with open('models/models.json', 'r') as f:
def __init__(self, sm=None, pm=None, can_sock=None):
gc.disable()
set_realtime_priority(3)
self.trace_log = trace1.Loger("controlsd")
# Setup sockets
self.pm = pm
if self.pm is None:
self.pm = messaging.PubMaster(['sendcan', 'controlsState', 'carState', \
'carControl', 'carEvents', 'carParams'])
self.sm = sm
if self.sm is None:
socks = [
'thermal', 'health', 'model', 'liveCalibration',
'dMonitoringState', 'plan', 'pathPlan', 'liveLocationKalman'
]
self.sm = messaging.SubMaster(socks,
ignore_alive=['dMonitoringState'])
#self.sm = messaging.SubMaster(['thermal', 'health', 'model', 'liveCalibration', \
# 'dMonitoringState', 'plan', 'pathPlan', 'liveLocationKalman'])
print(" start_Controls messages...1")
self.can_sock = can_sock
if can_sock is None:
can_timeout = None if os.environ.get('NO_CAN_TIMEOUT',
False) else 100
self.can_sock = messaging.sub_sock('can', timeout=can_timeout)
print(" start_Controls messages...2")
# wait for one health and one CAN packet
hw_type = messaging.recv_one(self.sm.sock['health']).health.hwType
has_relay = hw_type in [HwType.blackPanda, HwType.uno]
print("Waiting for CAN messages...")
messaging.get_one_can(self.can_sock)
self.CI, self.CP = get_car(self.can_sock, self.pm.sock['sendcan'],
has_relay)
# read params
params = Params()
self.is_metric = params.get("IsMetric", encoding='utf8') == "1"
self.is_ldw_enabled = params.get("IsLdwEnabled",
encoding='utf8') == "1"
internet_needed = params.get("Offroad_ConnectivityNeeded",
encoding='utf8') is not None
community_feature_toggle = params.get("CommunityFeaturesToggle",
encoding='utf8') == "1"
openpilot_enabled_toggle = params.get("OpenpilotEnabledToggle",
encoding='utf8') == "1"
passive = params.get("Passive", encoding='utf8') == "1" or \
internet_needed or not openpilot_enabled_toggle
# detect sound card presence and ensure successful init
sounds_available = not os.path.isfile('/EON') or (os.path.isfile('/proc/asound/card0/state') \
and open('/proc/asound/card0/state').read().strip() == 'ONLINE')
car_recognized = self.CP.carName != 'mock'
# If stock camera is disconnected, we loaded car controls and it's not dashcam mode
controller_available = self.CP.enableCamera and self.CI.CC is not None and not passive
community_feature_disallowed = self.CP.communityFeature and not community_feature_toggle
self.read_only = not car_recognized or not controller_available or \
self.CP.dashcamOnly or community_feature_disallowed
if self.read_only:
self.CP.safetyModel = car.CarParams.SafetyModel.noOutput
# Write CarParams for radard and boardd safety mode
cp_bytes = self.CP.to_bytes()
params.put("CarParams", cp_bytes)
put_nonblocking("CarParamsCache", cp_bytes)
put_nonblocking("LongitudinalControl",
"1" if self.CP.openpilotLongitudinalControl else "0")
self.CC = car.CarControl.new_message()
self.AM = AlertManager()
self.events = Events()
self.LoC = LongControl(self.CP, self.CI.compute_gb)
self.VM = VehicleModel(self.CP)
print('self.CP.lateralTuning.which()={}'.format(
self.CP.lateralTuning.which()))
if self.CP.lateralTuning.which() == 'pid':
self.LaC = LatControlPID(self.CP)
elif self.CP.lateralTuning.which() == 'indi':
self.LaC = LatControlINDI(self.CP)
elif self.CP.lateralTuning.which() == 'lqr':
self.LaC = LatControlLQR(self.CP)
self.state = State.disabled
self.enabled = False
self.active = False
self.can_rcv_error = False
self.soft_disable_timer = 0
self.v_cruise_kph = 255
self.v_cruise_kph_last = 0
self.mismatch_counter = 0
self.can_error_counter = 0
self.consecutive_can_error_count = 0
self.last_blinker_frame = 0
self.saturated_count = 0
self.events_prev = []
self.current_alert_types = []
self.sm['liveCalibration'].calStatus = Calibration.INVALID
self.sm['thermal'].freeSpace = 1.
self.sm['dMonitoringState'].events = []
self.sm['dMonitoringState'].awarenessStatus = 1.
self.sm['dMonitoringState'].faceDetected = False
self.startup_event = get_startup_event(car_recognized,
controller_available, hw_type)
if not sounds_available:
self.events.add(EventName.soundsUnavailable, static=True)
if internet_needed:
self.events.add(EventName.internetConnectivityNeeded, static=True)
if community_feature_disallowed:
self.events.add(EventName.communityFeatureDisallowed, static=True)
if self.read_only and not passive:
self.events.add(EventName.carUnrecognized, static=True)
# if hw_type == HwType.whitePanda:
# self.events.add(EventName.whitePandaUnsupported, static=True)
uname = subprocess.check_output(["uname", "-v"],
encoding='utf8').strip()
if uname == "#1 SMP PREEMPT Wed Jun 10 12:40:53 PDT 2020":
self.events.add(EventName.neosUpdateRequired, static=True)
# controlsd is driven by can recv, expected at 100Hz
self.rk = Ratekeeper(100, print_delay_threshold=None)
self.prof = Profiler(False) # off by default
self.hyundai_lkas = self.read_only #read_only
self.init_flag = True
class Controls:
def __init__(self, sm=None, pm=None, can_sock=None):
config_realtime_process(4 if TICI else 3, Priority.CTRL_HIGH)
# Setup sockets
self.pm = pm
if self.pm is None:
self.pm = messaging.PubMaster(['sendcan', 'controlsState', 'carState',
'carControl', 'carEvents', 'carParams'])
self.sm = sm
if self.sm is None:
ignore = ['driverCameraState', 'managerState'] if SIMULATION else None
self.sm = messaging.SubMaster(['deviceState', 'pandaState', 'modelV2', 'liveCalibration',
'driverMonitoringState', 'longitudinalPlan', 'lateralPlan', 'liveLocationKalman',
'roadCameraState', 'driverCameraState', 'managerState', 'liveParameters', 'radarState'],
ignore_alive=ignore, ignore_avg_freq=['radarState', 'longitudinalPlan'])
self.can_sock = can_sock
if can_sock is None:
can_timeout = None if os.environ.get('NO_CAN_TIMEOUT', False) else 100
self.can_sock = messaging.sub_sock('can', timeout=can_timeout)
# wait for one pandaState and one CAN packet
print("Waiting for CAN messages...")
get_one_can(self.can_sock)
self.CI, self.CP = get_car(self.can_sock, self.pm.sock['sendcan'])
# read params
params = Params()
self.is_metric = params.get_bool("IsMetric")
self.is_ldw_enabled = params.get_bool("IsLdwEnabled")
self.enable_lte_onroad = params.get_bool("EnableLteOnroad")
community_feature_toggle = params.get_bool("CommunityFeaturesToggle")
openpilot_enabled_toggle = params.get_bool("OpenpilotEnabledToggle")
passive = params.get_bool("Passive") or not openpilot_enabled_toggle
self.commIssue_ignored = params.get_bool("ComIssueGone")
self.auto_enabled = params.get_bool("AutoEnable") and params.get_bool("MadModeEnabled")
# detect sound card presence and ensure successful init
sounds_available = HARDWARE.get_sound_card_online()
car_recognized = self.CP.carName != 'mock'
fuzzy_fingerprint = self.CP.fuzzyFingerprint
# If stock camera is disconnected, we loaded car controls and it's not dashcam mode
controller_available = self.CP.enableCamera and self.CI.CC is not None and not passive and not self.CP.dashcamOnly
community_feature = self.CP.communityFeature or fuzzy_fingerprint
community_feature_disallowed = community_feature and (not community_feature_toggle)
self.read_only = not car_recognized or not controller_available or \
self.CP.dashcamOnly or community_feature_disallowed
if self.read_only:
self.CP.safetyModel = car.CarParams.SafetyModel.noOutput
# Write CarParams for radard
cp_bytes = self.CP.to_bytes()
params.put("CarParams", cp_bytes)
put_nonblocking("CarParamsCache", cp_bytes)
self.CC = car.CarControl.new_message()
self.AM = AlertManager()
self.events = Events()
self.LoC = LongControl(self.CP, self.CI.compute_gb)
self.VM = VehicleModel(self.CP)
self.lateral_control_method = 0
if self.CP.steerControlType == car.CarParams.SteerControlType.angle:
self.LaC = LatControlAngle(self.CP)
self.lateral_control_method = 3
elif self.CP.lateralTuning.which() == 'pid':
self.LaC = LatControlPID(self.CP)
self.lateral_control_method = 0
elif self.CP.lateralTuning.which() == 'indi':
self.LaC = LatControlINDI(self.CP)
self.lateral_control_method = 1
elif self.CP.lateralTuning.which() == 'lqr':
self.LaC = LatControlLQR(self.CP)
self.lateral_control_method = 2
self.long_plan_source = 0
self.controlsAllowed = False
self.initialized = False
self.state = State.disabled
self.enabled = False
self.active = False
self.can_rcv_error = False
self.soft_disable_timer = 0
self.v_cruise_kph = 255
self.v_cruise_kph_last = 0
self.mismatch_counter = 0
self.can_error_counter = 0
self.last_blinker_frame = 0
self.saturated_count = 0
self.distance_traveled = 0
self.last_functional_fan_frame = 0
self.events_prev = []
self.current_alert_types = [ET.PERMANENT]
self.logged_comm_issue = False
# TODO: no longer necessary, aside from process replay
self.sm['liveParameters'].valid = True
self.startup_event = get_startup_event(car_recognized, controller_available, fuzzy_fingerprint)
if not sounds_available:
self.events.add(EventName.soundsUnavailable, static=True)
if community_feature_disallowed:
self.events.add(EventName.communityFeatureDisallowed, static=True)
if not car_recognized:
self.events.add(EventName.carUnrecognized, static=True)
#elif self.read_only:
# self.events.add(EventName.dashcamMode, static=True)
# controlsd is driven by can recv, expected at 100Hz
self.rk = Ratekeeper(100, print_delay_threshold=None)
self.prof = Profiler(False) # off by default
self.hyundai_lkas = self.read_only #read_only
self.mpc_frame = 0
self.steerRatio_Max = float(int(Params().get("SteerRatioMaxAdj")) * 0.1)
self.angle_differ_range = [0, 15]
self.steerRatio_range = [self.CP.steerRatio, self.steerRatio_Max]
self.new_steerRatio = self.CP.steerRatio
self.new_steerRatio_prev = self.CP.steerRatio
self.steerRatio_to_send = 0
self.model_long_alert_prev = True
self.delayed_comm_issue_timer = 0
def auto_enable(self, CS):
if self.state != State.enabled and CS.vEgo >= 3 * CV.KPH_TO_MS and CS.gearShifter == 2 and self.sm['liveCalibration'].calStatus != Calibration.UNCALIBRATED:
if self.sm.all_alive_and_valid() and self.enabled != self.controlsAllowed:
self.events.add( EventName.pcmEnable )
def update_events(self, CS):
"""Compute carEvents from carState"""
self.events.clear()
self.events.add_from_msg(CS.events)
self.events.add_from_msg(self.sm['driverMonitoringState'].events)
# Handle startup event
if self.startup_event is not None:
self.events.add(self.startup_event)
self.startup_event = None
# Don't add any more events if not initialized
if not self.initialized:
self.events.add(EventName.controlsInitializing)
return
# Create events for battery, temperature, disk space, and memory
if self.sm['deviceState'].batteryPercent < 1 and self.sm['deviceState'].chargingError:
# at zero percent battery, while discharging, OP should not allowed
self.events.add(EventName.lowBattery)
if self.sm['deviceState'].thermalStatus >= ThermalStatus.red:
self.events.add(EventName.overheat)
if self.sm['deviceState'].freeSpacePercent < 7:
# under 7% of space free no enable allowed
self.events.add(EventName.outOfSpace)
if self.sm['deviceState'].memoryUsagePercent > 90:
self.events.add(EventName.lowMemory)
# Alert if fan isn't spinning for 5 seconds
if self.sm['pandaState'].pandaType in [PandaType.uno, PandaType.dos]:
if self.sm['pandaState'].fanSpeedRpm == 0 and self.sm['deviceState'].fanSpeedPercentDesired > 50:
if (self.sm.frame - self.last_functional_fan_frame) * DT_CTRL > 5.0:
self.events.add(EventName.fanMalfunction)
else:
self.last_functional_fan_frame = self.sm.frame
# Handle calibration status
cal_status = self.sm['liveCalibration'].calStatus
if cal_status != Calibration.CALIBRATED:
if cal_status == Calibration.UNCALIBRATED:
self.events.add(EventName.calibrationIncomplete)
else:
self.events.add(EventName.calibrationInvalid)
# Handle lane change
if self.sm['lateralPlan'].laneChangeState == LaneChangeState.preLaneChange:
direction = self.sm['lateralPlan'].laneChangeDirection
if (CS.leftBlindspot and direction == LaneChangeDirection.left) or \
(CS.rightBlindspot and direction == LaneChangeDirection.right):
self.events.add(EventName.laneChangeBlocked)
else:
if direction == LaneChangeDirection.left:
self.events.add(EventName.preLaneChangeLeft)
else:
self.events.add(EventName.preLaneChangeRight)
elif self.sm['lateralPlan'].laneChangeState in [LaneChangeState.laneChangeStarting,
LaneChangeState.laneChangeFinishing]:
self.events.add(EventName.laneChange)
if self.can_rcv_error or not CS.canValid:
self.events.add(EventName.canError)
safety_mismatch = self.sm['pandaState'].safetyModel != self.CP.safetyModel or self.sm['pandaState'].safetyParam != self.CP.safetyParam
if safety_mismatch or self.mismatch_counter >= 200:
self.events.add(EventName.controlsMismatch)
if not self.sm['liveParameters'].valid:
self.events.add(EventName.vehicleModelInvalid)
if len(self.sm['radarState'].radarErrors):
self.events.add(EventName.radarFault)
elif not self.sm.all_alive_and_valid() and self.sm['pandaState'].pandaType != PandaType.whitePanda and not self.commIssue_ignored:
self.delayed_comm_issue_timer += 1
if self.delayed_comm_issue_timer > 100:
self.events.add(EventName.commIssue)
if not self.logged_comm_issue:
cloudlog.error(f"commIssue - valid: {self.sm.valid} - alive: {self.sm.alive}")
self.logged_comm_issue = True
else:
self.logged_comm_issue = False
self.delayed_comm_issue_timer = 0
if not self.sm['lateralPlan'].mpcSolutionValid and not (EventName.laneChangeManual in self.events.names) and CS.steeringAngleDeg < 15:
self.events.add(EventName.plannerError)
if not self.sm['liveLocationKalman'].sensorsOK and not NOSENSOR:
if self.sm.frame > 5 / DT_CTRL: # Give locationd some time to receive all the inputs
self.events.add(EventName.sensorDataInvalid)
if not self.sm['liveLocationKalman'].posenetOK:
self.events.add(EventName.posenetInvalid)
if not self.sm['liveLocationKalman'].deviceStable:
self.events.add(EventName.deviceFalling)
if log.PandaState.FaultType.relayMalfunction in self.sm['pandaState'].faults:
self.events.add(EventName.relayMalfunction)
if self.sm['longitudinalPlan'].fcw:
self.events.add(EventName.fcw)
# TODO: fix simulator
if not SIMULATION:
#if not NOSENSOR:
# if not self.sm['liveLocationKalman'].gpsOK and (self.distance_traveled > 1000) and \
# (not TICI or self.enable_lte_onroad):
# # Not show in first 1 km to allow for driving out of garage. This event shows after 5 minutes
# self.events.add(EventName.noGps)
if not self.sm.all_alive(['roadCameraState', 'driverCameraState']):
self.events.add(EventName.cameraMalfunction)
if self.sm['modelV2'].frameDropPerc > 20:
self.events.add(EventName.modeldLagging)
# Check if all manager processes are running
not_running = set(p.name for p in self.sm['managerState'].processes if not p.running)
if self.sm.rcv_frame['managerState'] and (not_running - IGNORE_PROCESSES):
self.events.add(EventName.processNotRunning)
# Only allow engagement with brake pressed when stopped behind another stopped car
#if CS.brakePressed and self.sm['longitudinalPlan'].vTargetFuture >= STARTING_TARGET_SPEED \
# and self.CP.openpilotLongitudinalControl and CS.vEgo < 0.3:
# self.events.add(EventName.noTarget)
# ModelLongAlert
if Params().get_bool("ModelLongEnabled") and self.model_long_alert_prev:
self.events.add(EventName.modelLongAlert)
self.model_long_alert_prev = not self.model_long_alert_prev
elif not Params().get_bool("ModelLongEnabled"):
self.model_long_alert_prev = True
# atom
if self.auto_enabled:
self.auto_enable( CS )
def data_sample(self):
"""Receive data from sockets and update carState"""
# Update carState from CAN
can_strs = messaging.drain_sock_raw(self.can_sock, wait_for_one=True)
CS = self.CI.update(self.CC, can_strs)
self.sm.update(0)
all_valid = CS.canValid and self.sm.all_alive_and_valid()
if not self.initialized and (all_valid or self.sm.frame * DT_CTRL > 2.0):
self.initialized = True
Params().put_bool("ControlsReady", True)
# Check for CAN timeout
if not can_strs:
self.can_error_counter += 1
self.can_rcv_error = True
else:
self.can_rcv_error = False
# When the panda and controlsd do not agree on controls_allowed
# we want to disengage openpilot. However the status from the panda goes through
# another socket other than the CAN messages and one can arrive earlier than the other.
# Therefore we allow a mismatch for two samples, then we trigger the disengagement.
self.controlsAllowed = self.sm['pandaState'].controlsAllowed
if not self.enabled:
self.mismatch_counter = 0
elif not self.controlsAllowed and self.enabled:
self.mismatch_counter += 1
self.distance_traveled += CS.vEgo * DT_CTRL
return CS
def state_transition(self, CS):
"""Compute conditional state transitions and execute actions on state transitions"""
# if stock cruise is completely disabled, then we can use our own set speed logic
# self.CP.enableCruise is true
self.CP.enableCruise = self.CI.CP.enableCruise
if not self.CP.enableCruise:
self.v_cruise_kph = update_v_cruise(self.v_cruise_kph, CS.buttonEvents, self.enabled)
if int(CS.vSetDis)-1 > self.v_cruise_kph:
self.v_cruise_kph = int(CS.vSetDis)
elif self.CP.enableCruise and CS.cruiseState.enabled:
if Params().get_bool('OpkrVariableCruise') and CS.cruiseState.modeSel != 0 and self.CP.vCruisekph > 30:
self.v_cruise_kph = self.CP.vCruisekph
self.v_cruise_kph_last = self.v_cruise_kph
elif CS.cruiseButtons == Buttons.RES_ACCEL and Params().get_bool('OpkrVariableCruise') and CS.cruiseState.modeSel != 0 and CS.vSetDis < (self.v_cruise_kph_last - 1):
self.v_cruise_kph = self.v_cruise_kph_last
if int(CS.vSetDis)-1 > self.v_cruise_kph:
self.v_cruise_kph = int(CS.vSetDis)
elif CS.cruiseButtons == Buttons.RES_ACCEL and Params().get_bool('OpkrVariableCruise') and CS.cruiseState.modeSel != 0 and 30 <= self.v_cruise_kph_last <= round(CS.vEgo*CV.MS_TO_KPH):
self.v_cruise_kph = round(CS.vEgo*CV.MS_TO_KPH)
if int(CS.vSetDis)-1 > self.v_cruise_kph:
self.v_cruise_kph = int(CS.vSetDis)
self.v_cruise_kph_last = self.v_cruise_kph
elif CS.cruiseButtons == Buttons.RES_ACCEL or CS.cruiseButtons == Buttons.SET_DECEL:
self.v_cruise_kph = round(CS.cruiseState.speed * CV.MS_TO_KPH)
self.v_cruise_kph_last = self.v_cruise_kph
elif CS.driverAcc and Params().get_bool('OpkrVariableCruise') and Params().get_bool('CruiseOverMaxSpeed') and 30 <= self.v_cruise_kph < int(round(CS.vEgo*CV.MS_TO_KPH)):
self.v_cruise_kph = int(round(CS.vEgo*CV.MS_TO_KPH))
self.v_cruise_kph_last = self.v_cruise_kph
# decrease the soft disable timer at every step, as it's reset on
# entrance in SOFT_DISABLING state
self.soft_disable_timer = max(0, self.soft_disable_timer - 1)
self.current_alert_types = [ET.PERMANENT]
# ENABLED, PRE ENABLING, SOFT DISABLING
if self.state != State.disabled:
# user and immediate disable always have priority in a non-disabled state
if self.events.any(ET.USER_DISABLE):
self.state = State.disabled
self.current_alert_types.append(ET.USER_DISABLE)
elif self.events.any(ET.IMMEDIATE_DISABLE):
self.state = State.disabled
self.current_alert_types.append(ET.IMMEDIATE_DISABLE)
else:
# ENABLED
if self.state == State.enabled:
if self.events.any(ET.SOFT_DISABLE):
self.state = State.softDisabling
self.soft_disable_timer = 300 # 3s
self.current_alert_types.append(ET.SOFT_DISABLE)
# SOFT DISABLING
elif self.state == State.softDisabling:
if not self.events.any(ET.SOFT_DISABLE):
# no more soft disabling condition, so go back to ENABLED
self.state = State.enabled
elif self.events.any(ET.SOFT_DISABLE) and self.soft_disable_timer > 0:
self.current_alert_types.append(ET.SOFT_DISABLE)
elif self.soft_disable_timer <= 0:
self.state = State.disabled
# PRE ENABLING
elif self.state == State.preEnabled:
if not self.events.any(ET.PRE_ENABLE):
self.state = State.enabled
else:
self.current_alert_types.append(ET.PRE_ENABLE)
# DISABLED
elif self.state == State.disabled:
if self.events.any(ET.ENABLE):
if self.events.any(ET.NO_ENTRY):
self.current_alert_types.append(ET.NO_ENTRY)
else:
if self.events.any(ET.PRE_ENABLE):
self.state = State.preEnabled
else:
self.state = State.enabled
self.current_alert_types.append(ET.ENABLE)
#self.v_cruise_kph = initialize_v_cruise(CS.vEgo, CS.buttonEvents, self.v_cruise_kph_last)
self.v_cruise_kph = 0
self.v_cruise_kph_last = 0
# Check if actuators are enabled
self.active = self.state == State.enabled or self.state == State.softDisabling
if self.active:
self.current_alert_types.append(ET.WARNING)
# Check if openpilot is engaged
self.enabled = self.active or self.state == State.preEnabled
def state_control(self, CS):
"""Given the state, this function returns an actuators packet"""
lat_plan = self.sm['lateralPlan']
long_plan = self.sm['longitudinalPlan']
anglesteer_current = CS.steeringAngleDeg
anglesteer_desire = lat_plan.steerAngleDesireDeg
output_scale = lat_plan.outputScale
live_sr = Params().get_bool('OpkrLiveSteerRatio')
if not live_sr:
angle_diff = abs(anglesteer_desire) - abs(anglesteer_current)
if abs(output_scale) >= self.CP.steerMaxV[0] and CS.vEgo > 8:
self.new_steerRatio_prev = interp(angle_diff, self.angle_differ_range, self.steerRatio_range)
if self.new_steerRatio_prev > self.new_steerRatio:
self.new_steerRatio = self.new_steerRatio_prev
else:
self.mpc_frame += 1
if self.mpc_frame % 100 == 0:
self.new_steerRatio -= 0.1
if self.new_steerRatio <= self.CP.steerRatio:
self.new_steerRatio = self.CP.steerRatio
self.mpc_frame = 0
# Update VehicleModel
params = self.sm['liveParameters']
x = max(params.stiffnessFactor, 0.1)
if live_sr:
sr = max(params.steerRatio, 0.1)
else:
sr = max(self.new_steerRatio, 0.1)
self.VM.update_params(x, sr)
self.steerRatio_to_send = sr
actuators = car.CarControl.Actuators.new_message()
if CS.leftBlinker or CS.rightBlinker:
self.last_blinker_frame = self.sm.frame
# State specific actions
if not self.active:
self.LaC.reset()
self.LoC.reset(v_pid=CS.vEgo)
long_plan_age = DT_CTRL * (self.sm.frame - self.sm.rcv_frame['longitudinalPlan'])
# no greater than dt mpc + dt, to prevent too high extraps
dt = min(long_plan_age, LON_MPC_STEP + DT_CTRL) + DT_CTRL
a_acc_sol = long_plan.aStart + (dt / LON_MPC_STEP) * (long_plan.aTarget - long_plan.aStart)
v_acc_sol = long_plan.vStart + dt * (a_acc_sol + long_plan.aStart) / 2.0
extras_loc = {'lead_one': self.sm['radarState'].leadOne, 'has_lead': long_plan.hasLead}
# Gas/Brake PID loop
actuators.gas, actuators.brake = self.LoC.update(self.active and CS.cruiseState.speed > 1., CS, v_acc_sol, long_plan.vTargetFuture, long_plan.aTarget, a_acc_sol, self.CP, long_plan.hasLead, self.sm['radarState'], long_plan.longitudinalPlanSource, extras_loc)
# Steering PID loop and lateral MPC
actuators.steer, actuators.steeringAngleDeg, lac_log = self.LaC.update(self.active, CS, self.CP, self.VM, params, lat_plan)
# Check for difference between desired angle and angle for angle based control
angle_control_saturated = self.CP.steerControlType == car.CarParams.SteerControlType.angle and \
abs(actuators.steeringAngleDeg - CS.steeringAngleDeg) > STEER_ANGLE_SATURATION_THRESHOLD
if angle_control_saturated and not CS.steeringPressed and self.active:
self.saturated_count += 1
else:
self.saturated_count = 0
# Send a "steering required alert" if saturation count has reached the limit
if (lac_log.saturated and not CS.steeringPressed) or \
(self.saturated_count > STEER_ANGLE_SATURATION_TIMEOUT):
if len(lat_plan.dPathPoints):
# Check if we deviated from the path
left_deviation = actuators.steer > 0 and lat_plan.dPathPoints[0] < -0.1
right_deviation = actuators.steer < 0 and lat_plan.dPathPoints[0] > 0.1
if left_deviation or right_deviation:
self.events.add(EventName.steerSaturated)
return actuators, v_acc_sol, a_acc_sol, lac_log
def publish_logs(self, CS, start_time, actuators, v_acc, a_acc, lac_log):
"""Send actuators and hud commands to the car, send controlsstate and MPC logging"""
self.log_alertTextMsg1 = trace1.global_alertTextMsg1
self.log_alertTextMsg2 = trace1.global_alertTextMsg2
CC = car.CarControl.new_message()
CC.enabled = self.enabled
CC.actuators = actuators
CC.cruiseControl.override = True
CC.cruiseControl.cancel = self.CP.enableCruise and not self.enabled and CS.cruiseState.enabled
# Some override values for Honda
# brake discount removes a sharp nonlinearity
brake_discount = (1.0 - clip(actuators.brake * 3., 0.0, 1.0))
speed_override = max(0.0, (self.LoC.v_pid + CS.cruiseState.speedOffset) * brake_discount)
CC.cruiseControl.speedOverride = float(speed_override if self.CP.enableCruise else 0.0)
CC.cruiseControl.accelOverride = self.CI.calc_accel_override(CS.aEgo, self.sm['longitudinalPlan'].aTarget, CS.vEgo, self.sm['longitudinalPlan'].vTarget)
CC.hudControl.setSpeed = float(self.v_cruise_kph * CV.KPH_TO_MS)
CC.hudControl.speedVisible = self.enabled
CC.hudControl.lanesVisible = self.enabled
CC.hudControl.leadVisible = self.sm['longitudinalPlan'].hasLead
CC.hudControl.leadDistance = self.sm['radarState'].leadOne.dRel
CC.hudControl.leadvRel = self.sm['radarState'].leadOne.vRel
CC.hudControl.leadyRel = self.sm['radarState'].leadOne.yRel
right_lane_visible = self.sm['lateralPlan'].rProb > 0.5
left_lane_visible = self.sm['lateralPlan'].lProb > 0.5
CC.hudControl.rightLaneVisible = bool(right_lane_visible)
CC.hudControl.leftLaneVisible = bool(left_lane_visible)
recent_blinker = (self.sm.frame - self.last_blinker_frame) * DT_CTRL < 5.0 # 5s blinker cooldown
ldw_allowed = self.is_ldw_enabled and CS.vEgo > LDW_MIN_SPEED and not recent_blinker \
and not self.active and self.sm['liveCalibration'].calStatus == Calibration.CALIBRATED
meta = self.sm['modelV2'].meta
if len(meta.desirePrediction) and ldw_allowed:
l_lane_change_prob = meta.desirePrediction[Desire.laneChangeLeft - 1]
r_lane_change_prob = meta.desirePrediction[Desire.laneChangeRight - 1]
if CS.cruiseState.modeSel == 3:
l_lane_close = left_lane_visible and (self.sm['modelV2'].laneLines[1].y[0] > -(1.08 + CAMERA_OFFSET_A))
r_lane_close = right_lane_visible and (self.sm['modelV2'].laneLines[2].y[0] < (1.08 - CAMERA_OFFSET_A))
else:
l_lane_close = left_lane_visible and (self.sm['modelV2'].laneLines[1].y[0] > -(1.08 + CAMERA_OFFSET))
r_lane_close = right_lane_visible and (self.sm['modelV2'].laneLines[2].y[0] < (1.08 - CAMERA_OFFSET))
CC.hudControl.leftLaneDepart = bool(l_lane_change_prob > LANE_DEPARTURE_THRESHOLD and l_lane_close)
CC.hudControl.rightLaneDepart = bool(r_lane_change_prob > LANE_DEPARTURE_THRESHOLD and r_lane_close)
if CC.hudControl.rightLaneDepart or CC.hudControl.leftLaneDepart:
self.events.add(EventName.ldw)
clear_event = ET.WARNING if ET.WARNING not in self.current_alert_types else None
alerts = self.events.create_alerts(self.current_alert_types, [self.CP, self.sm, self.is_metric])
self.AM.add_many(self.sm.frame, alerts, self.enabled)
self.AM.process_alerts(self.sm.frame, clear_event)
CC.hudControl.visualAlert = self.AM.visual_alert
if not self.hyundai_lkas and self.enabled:
# send car controls over can
can_sends = self.CI.apply(CC, self.sm)
self.pm.send('sendcan', can_list_to_can_capnp(can_sends, msgtype='sendcan', valid=CS.canValid))
force_decel = (self.sm['driverMonitoringState'].awarenessStatus < 0.) or \
(self.state == State.softDisabling)
# Curvature & Steering angle
params = self.sm['liveParameters']
lat_plan = self.sm['lateralPlan']
steer_angle_without_offset = math.radians(CS.steeringAngleDeg - params.angleOffsetAverageDeg)
curvature = -self.VM.calc_curvature(steer_angle_without_offset, CS.vEgo)
angle_steers_des = math.degrees(self.VM.get_steer_from_curvature(-lat_plan.curvature, CS.vEgo))
angle_steers_des += params.angleOffsetDeg
# controlsState
dat = messaging.new_message('controlsState')
dat.valid = CS.canValid
controlsState = dat.controlsState
controlsState.alertText1 = self.AM.alert_text_1
controlsState.alertText2 = self.AM.alert_text_2
controlsState.alertSize = self.AM.alert_size
controlsState.alertStatus = self.AM.alert_status
controlsState.alertBlinkingRate = self.AM.alert_rate
controlsState.alertType = self.AM.alert_type
controlsState.alertSound = self.AM.audible_alert
controlsState.canMonoTimes = list(CS.canMonoTimes)
controlsState.longitudinalPlanMonoTime = self.sm.logMonoTime['longitudinalPlan']
controlsState.lateralPlanMonoTime = self.sm.logMonoTime['lateralPlan']
controlsState.enabled = self.enabled
controlsState.active = self.active
controlsState.curvature = curvature
controlsState.steeringAngleDesiredDeg = angle_steers_des
controlsState.state = self.state
controlsState.engageable = not self.events.any(ET.NO_ENTRY)
controlsState.longControlState = self.LoC.long_control_state
controlsState.vPid = float(self.LoC.v_pid)
controlsState.vCruise = float(self.v_cruise_kph)
controlsState.upAccelCmd = float(self.LoC.pid.p)
controlsState.uiAccelCmd = float(self.LoC.pid.id)
controlsState.ufAccelCmd = float(self.LoC.pid.f)
controlsState.vTargetLead = float(v_acc)
controlsState.aTarget = float(a_acc)
controlsState.cumLagMs = -self.rk.remaining * 1000.
controlsState.startMonoTime = int(start_time * 1e9)
controlsState.forceDecel = bool(force_decel)
controlsState.canErrorCounter = self.can_error_counter
controlsState.alertTextMsg1 = self.log_alertTextMsg1
controlsState.alertTextMsg2 = self.log_alertTextMsg2
controlsState.limitSpeedCamera = float(self.sm['longitudinalPlan'].targetSpeedCamera)
controlsState.limitSpeedCameraDist = float(self.sm['longitudinalPlan'].targetSpeedCameraDist)
controlsState.lateralControlMethod = int(self.lateral_control_method)
controlsState.steerRatio = float(self.steerRatio_to_send)
if self.sm['longitudinalPlan'].longitudinalPlanSource == LongitudinalPlanSource.cruise:
self.long_plan_source = 1
elif self.sm['longitudinalPlan'].longitudinalPlanSource == LongitudinalPlanSource.mpc1:
self.long_plan_source = 2
elif self.sm['longitudinalPlan'].longitudinalPlanSource == LongitudinalPlanSource.mpc2:
self.long_plan_source = 3
elif self.sm['longitudinalPlan'].longitudinalPlanSource == LongitudinalPlanSource.mpc3:
self.long_plan_source = 4
elif self.sm['longitudinalPlan'].longitudinalPlanSource == LongitudinalPlanSource.model:
self.long_plan_source = 5
else:
self.long_plan_source = 0
controlsState.longPlanSource = self.long_plan_source
if self.CP.steerControlType == car.CarParams.SteerControlType.angle:
controlsState.lateralControlState.angleState = lac_log
elif self.CP.lateralTuning.which() == 'pid':
controlsState.lateralControlState.pidState = lac_log
elif self.CP.lateralTuning.which() == 'lqr':
controlsState.lateralControlState.lqrState = lac_log
elif self.CP.lateralTuning.which() == 'indi':
controlsState.lateralControlState.indiState = lac_log
self.pm.send('controlsState', dat)
# carState
car_events = self.events.to_msg()
cs_send = messaging.new_message('carState')
cs_send.valid = CS.canValid
cs_send.carState = CS
cs_send.carState.events = car_events
self.pm.send('carState', cs_send)
# carEvents - logged every second or on change
if (self.sm.frame % int(1. / DT_CTRL) == 0) or (self.events.names != self.events_prev):
ce_send = messaging.new_message('carEvents', len(self.events))
ce_send.carEvents = car_events
self.pm.send('carEvents', ce_send)
self.events_prev = self.events.names.copy()
# carParams - logged every 50 seconds (> 1 per segment)
if (self.sm.frame % int(50. / DT_CTRL) == 0):
cp_send = messaging.new_message('carParams')
cp_send.carParams = self.CP
self.pm.send('carParams', cp_send)
# carControl
cc_send = messaging.new_message('carControl')
cc_send.valid = CS.canValid
cc_send.carControl = CC
self.pm.send('carControl', cc_send)
# copy CarControl to pass to CarInterface on the next iteration
self.CC = CC
def step(self):
start_time = sec_since_boot()
self.prof.checkpoint("Ratekeeper", ignore=True)
# Sample data from sockets and get a carState
CS = self.data_sample()
self.prof.checkpoint("Sample")
if self.read_only:
self.hyundai_lkas = self.read_only
elif CS.cruiseState.enabled and self.hyundai_lkas:
self.hyundai_lkas = False
self.update_events(CS)
if not self.hyundai_lkas:
# Update control state
self.state_transition(CS)
self.prof.checkpoint("State transition")
# Compute actuators (runs PID loops and lateral MPC)
actuators, v_acc, a_acc, lac_log = self.state_control(CS)
self.prof.checkpoint("State Control")
# Publish data
self.publish_logs(CS, start_time, actuators, v_acc, a_acc, lac_log)
self.prof.checkpoint("Sent")
if not CS.cruiseState.enabled and not self.hyundai_lkas:
self.hyundai_lkas = True
def controlsd_thread(self):
while True:
self.step()
self.rk.monitor_time()
self.prof.display()
def __init__(self, sm=None, pm=None, can_sock=None):
config_realtime_process(3, Priority.CTRL_HIGH)
# Setup sockets
self.pm = pm
if self.pm is None:
self.pm = messaging.PubMaster(['sendcan', 'controlsState', 'carState',
'carControl', 'carEvents', 'carParams'])
self.sm = sm
if self.sm is None:
self.sm = messaging.SubMaster(['thermal', 'health', 'model', 'liveCalibration',
'dMonitoringState', 'plan', 'pathPlan', 'liveLocationKalman'])
self.can_sock = can_sock
if can_sock is None:
can_timeout = None if os.environ.get('NO_CAN_TIMEOUT', False) else 100
self.can_sock = messaging.sub_sock('can', timeout=can_timeout)
# wait for one health and one CAN packet
hw_type = messaging.recv_one(self.sm.sock['health']).health.hwType
has_relay = hw_type in [HwType.blackPanda, HwType.uno, HwType.dos]
print("Waiting for CAN messages...")
get_one_can(self.can_sock)
self.CI, self.CP = get_car(self.can_sock, self.pm.sock['sendcan'], has_relay)
# read params
params = Params()
self.is_metric = params.get("IsMetric", encoding='utf8') == "1"
self.is_ldw_enabled = params.get("IsLdwEnabled", encoding='utf8') == "1"
internet_needed = (params.get("Offroad_ConnectivityNeeded", encoding='utf8') is not None) and (params.get("DisableUpdates") != b"1")
community_feature_toggle = params.get("CommunityFeaturesToggle", encoding='utf8') == "1"
openpilot_enabled_toggle = params.get("OpenpilotEnabledToggle", encoding='utf8') == "1"
passive = params.get("Passive", encoding='utf8') == "1" or \
internet_needed or not openpilot_enabled_toggle
# detect sound card presence and ensure successful init
sounds_available = HARDWARE.get_sound_card_online()
car_recognized = self.CP.carName != 'mock'
# If stock camera is disconnected, we loaded car controls and it's not dashcam mode
controller_available = self.CP.enableCamera and self.CI.CC is not None and not passive and not self.CP.dashcamOnly
community_feature_disallowed = self.CP.communityFeature and not community_feature_toggle
self.read_only = not car_recognized or not controller_available or \
self.CP.dashcamOnly or community_feature_disallowed
if self.read_only:
self.CP.safetyModel = car.CarParams.SafetyModel.noOutput
# Write CarParams for radard and boardd safety mode
cp_bytes = self.CP.to_bytes()
params.put("CarParams", cp_bytes)
put_nonblocking("CarParamsCache", cp_bytes)
self.CC = car.CarControl.new_message()
self.AM = AlertManager()
self.events = Events()
self.LoC = LongControl(self.CP, self.CI.compute_gb)
self.VM = VehicleModel(self.CP)
if self.CP.lateralTuning.which() == 'pid':
self.LaC = LatControlPID(self.CP)
elif self.CP.lateralTuning.which() == 'indi':
self.LaC = LatControlINDI(self.CP)
elif self.CP.lateralTuning.which() == 'lqr':
self.LaC = LatControlLQR(self.CP)
self.state = State.disabled
self.enabled = False
self.active = False
self.can_rcv_error = False
self.soft_disable_timer = 0
self.v_cruise_kph = 255
self.v_cruise_kph_last = 0
self.mismatch_counter = 0
self.can_error_counter = 0
self.last_blinker_frame = 0
self.saturated_count = 0
self.distance_traveled = 0
self.last_functional_fan_frame = 0
self.events_prev = []
self.current_alert_types = [ET.PERMANENT]
self.sm['liveCalibration'].calStatus = Calibration.CALIBRATED
self.sm['thermal'].freeSpace = 1.
self.sm['dMonitoringState'].events = []
self.sm['dMonitoringState'].awarenessStatus = 1.
self.sm['dMonitoringState'].faceDetected = False
self.startup_event = get_startup_event(car_recognized, controller_available, hw_type)
if not sounds_available:
self.events.add(EventName.soundsUnavailable, static=True)
if internet_needed:
self.events.add(EventName.internetConnectivityNeeded, static=True)
if community_feature_disallowed:
self.events.add(EventName.communityFeatureDisallowed, static=True)
if not car_recognized:
self.events.add(EventName.carUnrecognized, static=True)
if hw_type == HwType.whitePanda:
self.events.add(EventName.whitePandaUnsupported, static=True)
# controlsd is driven by can recv, expected at 100Hz
self.rk = Ratekeeper(100, print_delay_threshold=None)
self.prof = Profiler(False) # off by default
from selfdrive.services import service_list
from common.params import Params
from common.profiler import Profiler
import numpy as np
from setproctitle import setproctitle
from selfdrive.kegman_conf import kegman_conf
import requests
SERVER_ADDRESS = "gernstation.synology.me"
#SERVER_ADDRESS = '192.168.1.3'
setproctitle('dashboard')
frame_count = 0
params = Params()
profiler = Profiler(False, 'dashboard')
user_id = str(params.get("PandaDongleId", True))
user_id = user_id.replace("'","")
try:
car_params = car.CarParams.from_bytes(params.get('CarParams', True))
kegman = kegman_conf(car_params)
do_influx = True if kegman.conf['useInfluxDB'] == '1' else False
kegman_valid = ('tuneRev' in kegman.conf)
except:
print("kegman error")
kegman_valid = False
do_influx = False
do_send_live = False
target_address = '127.0.0.1'
