Exemple #1
0
class Controls:
    def __init__(self, sm=None, pm=None, can_sock=None):
        gc.disable()
        set_realtime_priority(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', '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]
        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)

        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)

        # 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)

        # 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:
            if self.sm[
                    'pathPlan'].laneChangeDirection == 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)
            self.consecutive_can_error_count += 1
        else:
            self.consecutive_can_error_count = 0
        if self.consecutive_can_error_count > 2 / DT_CTRL:
            self.events.add(EventName.canErrorPersistent)
        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'].inputsOK and os.getenv(
                "NOSENSOR") is None:
            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['pathPlan'].paramsValid:
            self.events.add(EventName.vehicleModelInvalid)
        if not self.sm['liveLocationKalman'].posenetOK:
            self.events.add(EventName.posenetInvalid)
        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)

        # Only allow engagement with brake pressed when stopped behind another stopped car
        if CS.brakePressed and self.sm['plan'].vTargetFuture >= STARTING_TARGET_SPEED \
           and not self.CP.radarOffCan 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

        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

        # 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)

        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)
        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()
Exemple #2
0
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', 'pandaState', '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")
        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 = self.CP.communityFeature or self.CP.fuzzyFingerprint 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:
            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)

        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.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,
                                               self.CP.fuzzyFingerprint,
                                               len(self.CP.carFw) > 0)

        if not sounds_available:
            self.events.add(EventName.soundsUnavailable, static=True)
        if community_feature_disallowed and car_recognized:
            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 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)
        # TODO: make tici threshold the same
        if self.sm['deviceState'].memoryUsagePercent > (90 if TICI else 65):
            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.valid["pandaState"]:
            self.events.add(EventName.usbError)
        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 or (
                self.enabled and self.sm['modelV2'].meta.hardBrakePredicted):
            self.events.add(EventName.fcw)

        if TICI and self.enable_lte_onroad:
            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) 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(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
        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)

        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.
        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 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"""

        # 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()

        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

        if not self.joystick_mode:
            # 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)
        else:
            lac_log = log.ControlsState.LateralDebugState.new_message()
            if self.sm.rcv_frame['testJoystick'] > 0 and self.active:
                gb = clip(self.sm['testJoystick'].axes[0], -1, 1)
                actuators.gas, actuators.brake = max(gb, 0), max(-gb, 0)

                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)

        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)

        if self.joystick_mode and self.sm.rcv_frame[
                'testJoystick'] > 0 and self.sm['testJoystick'].buttons[0]:
            CC.cruiseControl.cancel = True

        # 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

        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']
        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.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

        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, 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()
Exemple #3
0
    def update(self, c, can_strings):
        # ******************* do can recv *******************
        canMonoTimes = []

        self.cp.update_strings(can_strings)
        ch_can_valid = self.cp.can_valid
        self.epas_cp.update_strings(can_strings)
        epas_can_valid = self.epas_cp.can_valid
        self.pedal_cp.update_strings(can_strings)
        pedal_can_valid = self.pedal_cp.can_valid

        can_rcv_error = not (ch_can_valid and epas_can_valid
                             and pedal_can_valid)

        self.CS.update(self.cp, self.epas_cp, self.pedal_cp)

        # create message
        ret = car.CarState.new_message()
        ret.canValid = ch_can_valid  # and epas_can_valid #and pedal_can_valid
        # speeds
        ret.vEgo = self.CS.v_ego
        ret.aEgo = self.CS.a_ego
        ret.vEgoRaw = self.CS.v_ego_raw
        ret.yawRate = self.VM.yaw_rate(self.CS.angle_steers * CV.DEG_TO_RAD,
                                       self.CS.v_ego)
        ret.standstill = self.CS.standstill
        ret.wheelSpeeds.fl = self.CS.v_wheel_fl
        ret.wheelSpeeds.fr = self.CS.v_wheel_fr
        ret.wheelSpeeds.rl = self.CS.v_wheel_rl
        ret.wheelSpeeds.rr = self.CS.v_wheel_rr

        # gas pedal, we don't use with with interceptor so it's always 0/False
        ret.gas = self.CS.user_gas
        if not self.CP.enableGasInterceptor:
            ret.gasPressed = self.CS.user_gas_pressed
        else:
            ret.gasPressed = self.CS.user_gas_pressed

        # brake pedal
        ret.brakePressed = False  # (self.CS.brake_pressed != 0) and (self.CS.cstm_btns.get_button_status("brake") == 0)
        # FIXME: read sendcan for brakelights
        brakelights_threshold = 0.1
        ret.brakeLights = bool(self.CS.brake_switch
                               or c.actuators.brake > brakelights_threshold)

        # steering wheel
        ret.steeringAngle = self.CS.angle_steers
        ret.steeringRate = self.CS.angle_steers_rate

        # gear shifter lever
        ret.gearShifter = self.CS.gear_shifter

        ret.steeringTorque = self.CS.steer_torque_driver
        ret.steeringPressed = self.CS.steer_override

        # cruise state
        ret.cruiseState.enabled = True  # self.CS.pcm_acc_status != 0
        ret.cruiseState.speed = (
            self.CS.v_cruise_pcm * CV.KPH_TO_MS *
            (CV.MPH_TO_KPH if self.CS.imperial_speed_units else 1.0))
        ret.cruiseState.available = bool(self.CS.main_on)
        ret.cruiseState.speedOffset = 0.0
        ret.cruiseState.standstill = False

        # TODO: button presses
        buttonEvents = []
        ret.leftBlinker = bool(self.CS.turn_signal_state_left == 1)
        ret.rightBlinker = bool(self.CS.turn_signal_state_right == 1)

        ret.doorOpen = not self.CS.door_all_closed
        ret.seatbeltUnlatched = not self.CS.seatbelt

        if self.CS.prev_turn_signal_stalk_state != self.CS.turn_signal_stalk_state:
            if (self.CS.turn_signal_stalk_state == 1
                    or self.CS.prev_turn_signal_stalk_state == 1):
                be = car.CarState.ButtonEvent.new_message()
                be.type = "leftBlinker"
                be.pressed = self.CS.turn_signal_stalk_state == 1
                buttonEvents.append(be)
            if (self.CS.turn_signal_stalk_state == 2
                    or self.CS.prev_turn_signal_stalk_state == 2):
                be = car.CarState.ButtonEvent.new_message()
                be.type = "rightBlinker"
                be.pressed = self.CS.turn_signal_stalk_state == 2
                buttonEvents.append(be)

        if self.CS.cruise_buttons != self.CS.prev_cruise_buttons:
            be = car.CarState.ButtonEvent.new_message()
            be.type = "unknown"
            if self.CS.cruise_buttons != 0:
                be.pressed = True
                but = self.CS.cruise_buttons
            else:
                be.pressed = False
                but = self.CS.prev_cruise_buttons
            if but == CruiseButtons.RES_ACCEL:
                be.type = "accelCruise"
            elif but == CruiseButtons.DECEL_SET:
                be.type = "decelCruise"
            elif but == CruiseButtons.CANCEL:
                be.type = "cancel"
            elif but == CruiseButtons.MAIN:
                be.type = "altButton3"
            buttonEvents.append(be)

        if self.CS.cruise_buttons != self.CS.prev_cruise_buttons:
            be = car.CarState.ButtonEvent.new_message()
            be.type = "unknown"
            be.pressed = bool(self.CS.cruise_buttons)
            buttonEvents.append(be)
        ret.buttonEvents = buttonEvents

        # events
        events = Events()

        # notification messages for DAS
        if (not c.enabled) and (self.CC.opState == 2):
            self.CC.opState = 0
        if c.enabled and (self.CC.opState == 0):
            self.CC.opState = 1
        if can_rcv_error:
            self.can_invalid_count += 1
            if (
                    self.can_invalid_count >= 100
            ):  # BB increased to 100 to see if we still get the can error messages
                events.add(EventName.invalidGiraffeHonda)
                self.CS.DAS_canErrors = 1
                if self.CC.opState == 1:
                    self.CC.opState = 2
        else:
            self.can_invalid_count = 0
        if self.CS.steer_error:
            if not self.CS.enableHSO:
                events.add(EventName.steerUnavailable)
        elif self.CS.steer_warning:
            if not self.CS.enableHSO:
                events.add(EventName.steerTempUnavailable)
                if self.CC.opState == 1:
                    self.CC.opState = 2
        if self.CS.brake_error:
            events.add(EventName.brakeUnavailable)
            if self.CC.opState == 1:
                self.CC.opState = 2
        if not ret.gearShifter == "drive":
            events.add(EventName.wrongGear)
            if c.enabled:
                self.CC.DAS_222_accCameraBlind = 1
                self.CC.warningCounter = 300
                self.CC.warningNeeded = 1
        if ret.doorOpen:
            events.add(EventName.doorOpen)
            self.CS.DAS_doorOpen = 1
            if self.CC.opState == 1:
                self.CC.opState = 0
        if ret.seatbeltUnlatched:
            events.add(EventName.seatbeltNotLatched)
            if c.enabled:
                self.CC.DAS_211_accNoSeatBelt = 1
                self.CC.warningCounter = 300
                self.CC.warningNeeded = 1
            if self.CC.opState == 1:
                self.CC.opState = 2
        if self.CS.esp_disabled:
            events.add(EventName.espDisabled)
            if self.CC.opState == 1:
                self.CC.opState = 2
        if not self.CS.main_on:
            events.add(EventName.wrongCarMode)
            if self.CC.opState == 1:
                self.CC.opState = 0
        if ret.gearShifter == "reverse":
            events.add(EventName.reverseGear)
            self.CS.DAS_notInDrive = 1
            if self.CC.opState == 1:
                self.CC.opState = 0
        if ret.gearShifter == "drive":
            self.CS.DAS_notInDrive = 0
        if self.CS.brake_hold:
            events.add(EventName.brakeHold)
            if self.CC.opState == 1:
                self.CC.opState = 0
        if self.CS.park_brake:
            events.add(EventName.parkBrake)
            if self.CC.opState == 1:
                self.CC.opState = 0
        if (not c.enabled) and (self.CC.opState == 1):
            self.CC.opState = 0

        if self.CP.enableCruise and ret.vEgo < self.CP.minEnableSpeed:
            events.add(EventName.speedTooLow)

        # Standard OP method to disengage:
        # disable on pedals rising edge or when brake is pressed and speed isn't zero
        #    if (ret.gasPressed and not self.gas_pressed_prev) or \
        #       (ret.brakePressed and (not self.brake_pressed_prev or ret.vEgo > 0.001)):
        #       events.add(EventName.steerTempUnavailable)

        # if (self.CS.cstm_btns.get_button_status("brake")>0):
        #  if ((self.CS.brake_pressed !=0) != self.brake_pressed_prev): #break not canceling when pressed
        #  self.CS.cstm_btns.set_button_status("brake", 2 if self.CS.brake_pressed != 0 else 1)
        # else:
        #  if ret.brakePressed:i
        #    events.add(EventName.pedalPressed)
        # if ret.gasPressed:
        #   events.add(EventName.pedalPressed)

        # 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
        if (self.CP.enableCruise and not ret.cruiseState.enabled
                and c.actuators.brake <= 0.0):
            # non loud alert if cruise disbales below 25mph as expected (+ a little margin)
            if ret.vEgo < self.CP.minEnableSpeed + 2.0:
                events.add(EventName.speedTooLow)
            else:
                events.add(EventName.cruiseDisabled)
        if self.CS.CP.minEnableSpeed > 0 and ret.vEgo < 0.001:
            events.add(EventName.manualRestart)

        cur_time = self.frame * DT_CTRL
        enable_pressed = False
        # handle button presses
        for b in ret.buttonEvents:

            # do enable on both accel and decel buttons
            if b.type == "altButton3" and not b.pressed:
                print("enabled pressed at", cur_time)
                self.last_enable_pressed = cur_time
                enable_pressed = True

            # do disable on button down
            if b.type == "cancel" and b.pressed:
                events.add(EventName.buttonCancel)

        if self.CP.enableCruise:
            # KEEP THIS EVENT LAST! send enable event if button is pressed and there are
            # NO_ENTRY events, so controlsd will display alerts. Also not send enable events
            # too close in time, so a no_entry will not be followed by another one.
            # TODO: button press should be the only thing that triggers enble
            if ((cur_time - self.last_enable_pressed) < 0.2 and (  # pylint: disable=chained-comparison
                    cur_time - self.last_enable_sent) > 0.2
                    and ret.cruiseState.enabled) or (enable_pressed and
                                                     events.any(ET.NO_ENTRY)):
                if ret.seatbeltUnlatched:
                    self.CC.DAS_211_accNoSeatBelt = 1
                    self.CC.warningCounter = 300
                    self.CC.warningNeeded = 1
                elif not ret.gearShifter == "drive":
                    self.CC.DAS_222_accCameraBlind = 1
                    self.CC.warningCounter = 300
                    self.CC.warningNeeded = 1
                elif not self.CS.apEnabled:
                    self.CC.DAS_206_apUnavailable = 1
                    self.CC.warningCounter = 300
                    self.CC.warningNeeded = 1
                else:
                    events.add(EventName.buttonEnable)
                self.last_enable_sent = cur_time
        elif enable_pressed:
            if ret.seatbeltUnlatched:
                self.CC.DAS_211_accNoSeatBelt = 1
                self.CC.warningCounter = 300
                self.CC.warningNeeded = 1
            elif not ret.gearShifter == "drive":
                self.CC.DAS_222_accCameraBlind = 1
                self.CC.warningCounter = 300
                self.CC.warningNeeded = 1
            elif not self.CS.apEnabled:
                self.CC.DAS_206_apUnavailable = 1
                self.CC.warningCounter = 300
                self.CC.warningNeeded = 1
            else:
                events.add(EventName.buttonEnable)

        ret.events = events.to_msg()
        ret.canMonoTimes = canMonoTimes

        # update previous brake/gas pressed
        self.gas_pressed_prev = ret.gasPressed
        self.brake_pressed_prev = self.CS.brake_pressed != 0

        # cast to reader so it can't be modified
        return ret.as_reader()
Exemple #4
0
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")
        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.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)

        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 = False
        self.button_timers = {
            ButtonEvent.Type.decelCruise: 0,
            ButtonEvent.Type.accelCruise: 0
        }
        self.last_actuators = car.CarControl.Actuators.new_message()

        # 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

        self.events.add_from_msg(CS.events)
        self.events.add_from_msg(self.sm['driverMonitoringState'].events)

        # 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)

        # TODO: enable this once loggerd CPU usage is more reasonable
        #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 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 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.unsafeMode != self.CP.unsafeMode
            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)

        # Check for HW or system issues
        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() or self.can_rcv_error:
            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,
                               can_error=self.can_rcv_error,
                               error=True)
                self.logged_comm_issue = True
        else:
            self.logged_comm_issue = False

        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(3. / DT_CTRL):
                self.events.add(EventName.cruiseMismatch)

        # Check for FCW
        stock_long_is_braking = self.enabled and not self.CP.openpilotLongitudinalControl and CS.aEgo < -1.5
        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 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 = {
                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)

        if not self.initialized:
            all_valid = CS.canValid and self.sm.all_alive_and_valid()
            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.buttonEvents,
                                                self.button_timers,
                                                self.enabled, self.is_metric)
        elif CS.cruiseState.enabled:
            self.v_cruise_kph = CS.cruiseState.speed * CV.MS_TO_KPH

        # 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, 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 = int(SOFT_DISABLE_TIME /
                                                      DT_CTRL)
                        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.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
            lat_active = self.active and not CS.steerWarning and not CS.steerError and CS.vEgo > self.CP.minSteerSpeed
            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(
                lat_active, CS, self.CP, self.VM, params, self.last_actuators,
                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

        # 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, 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:
            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

        orientation_value = self.sm['liveLocationKalman'].orientationNED.value
        if len(orientation_value) > 2:
            CC.roll = orientation_value[0]
            CC.pitch = orientation_value[1]

        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 self.active 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, 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.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 == 'lqr':
            controlsState.lateralControlState.lqrState = 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()
        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()
Exemple #5
0
class Controls:
    def __init__(self, sm=None, pm=None, can_sock=None):
        config_realtime_process(3, Priority.CTRL_HIGH)
        self.op_params = opParams()

        # 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.sm_smiskol = messaging.SubMaster([
            'radarState', 'dynamicFollowData', 'liveTracks',
            'dynamicFollowButton', 'laneSpeed', 'dynamicCameraOffset',
            'modelLongButton'
        ])

        self.op_params = opParams()
        self.df_manager = dfManager()
        self.support_white_panda = self.op_params.get('support_white_panda')
        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 pandaState and one CAN packet
        panda_type = messaging.recv_one(
            self.sm.sock['pandaState']).pandaState.pandaType
        has_relay = panda_type in [
            PandaType.blackPanda, PandaType.uno, PandaType.dos
        ]
        print("Waiting for CAN messages...")
        get_one_can(self.can_sock)

        self.CI, self.CP, candidate = get_car(self.can_sock,
                                              self.pm.sock['sendcan'],
                                              has_relay)
        threading.Thread(target=log_fingerprint, args=[candidate]).start()

        # read params
        params = Params()
        self.is_metric = params.get("IsMetric", encoding='utf8') == "1"
        self.is_ldw_enabled = params.get("IsLdwEnabled",
                                         encoding='utf8') == "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 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, candidate)
        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.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.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)

        # 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.lead_rel_speed = 255
        self.lead_long_dist = 255

    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)
        if (self.sm['pandaState'].safetyModel != self.CP.safetyModel and self.sm.frame > 2 / DT_CTRL) or \
          self.mismatch_counter >= 200:
            self.events.add(EventName.controlsMismatch)

        if len(self.sm['radarState'].radarErrors):
            self.events.add(EventName.radarFault)
        elif not self.sm.valid['liveParameters']:
            self.events.add(EventName.vehicleModelInvalid)
        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 and not self.support_white_panda:
            #     if not self.sm['liveLocationKalman'].gpsOK and (self.distance_traveled > 1000) and not TICI:
            #       # 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 and not self.last_model_long:
            self.events.add(EventName.noTarget)

        self.add_stock_additions_alerts(CS)

        # vision-only fcw, can be disabled if radar is present
        if self.sm.updated['radarState']:
            self.lead_rel_speed = self.sm['radarState'].leadOne.vRel
            self.lead_long_dist = self.sm['radarState'].leadOne.dRel
        #if CS.cruiseState.enabled and self.lead_long_dist > 5 and self.lead_long_dist < 100 and self.lead_rel_speed <= -0.5 and CS.vEgo >= 5 and \
        #        ((self.lead_long_dist/abs(self.lead_rel_speed) < 2.) or (self.lead_long_dist/abs(self.lead_rel_speed) < 4. and self.lead_rel_speed < -10) or \
        #         (self.lead_long_dist/abs(self.lead_rel_speed) < 5. and self.lead_long_dist/CS.vEgo < 1.5)):
        #  self.events.add(EventName.fcw)

    def add_stock_additions_alerts(self, CS):
        self.AM.SA_set_frame(self.sm.frame)
        self.AM.SA_set_enabled(self.enabled)
        # alert priority is defined by code location, keeping is highest, then lane speed alert, then auto-df alert
        if self.sm_smiskol['modelLongButton'].enabled != self.last_model_long:
            extra_text_1 = 'disabled!' if self.last_model_long else 'enabled!'
            extra_text_2 = '' if self.last_model_long else ', model may behave unexpectedly'
            self.AM.SA_add('modelLongAlert',
                           extra_text_1=extra_text_1,
                           extra_text_2=extra_text_2)
            return

        if self.sm_smiskol['dynamicCameraOffset'].keepingLeft:
            self.AM.SA_add('laneSpeedKeeping',
                           extra_text_1='LEFT',
                           extra_text_2='Oncoming traffic in right lane')
            return
        elif self.sm_smiskol['dynamicCameraOffset'].keepingRight:
            self.AM.SA_add('laneSpeedKeeping',
                           extra_text_1='RIGHT',
                           extra_text_2='Oncoming traffic in left lane')
            return

        ls_state = self.sm_smiskol['laneSpeed'].state
        if ls_state != '':
            self.AM.SA_add('lsButtonAlert', extra_text_1=ls_state)
            return

        faster_lane = self.sm_smiskol['laneSpeed'].fastestLane
        if faster_lane in ['left', 'right']:
            ls_alert = 'laneSpeedAlert'
            if not self.sm_smiskol['laneSpeed'].new:
                ls_alert += 'Silent'
            self.AM.SA_add(
                ls_alert,
                extra_text_1='{} lane faster'.format(faster_lane).upper(),
                extra_text_2='Change lanes to faster {} lane'.format(
                    faster_lane))
            return

        df_out = self.df_manager.update()
        if df_out.changed:
            df_alert = 'dfButtonAlert'
            if df_out.is_auto and df_out.last_is_auto:
                # only show auto alert if engaged, not hiding auto, and time since lane speed alert not showing
                if CS.cruiseState.enabled and not self.op_params.get(
                        'hide_auto_df_alerts'):
                    df_alert += 'Silent'
                    self.AM.SA_add(df_alert,
                                   extra_text_1=df_out.model_profile_text +
                                   ' (auto)')
                    return
            else:
                self.AM.SA_add(
                    df_alert,
                    extra_text_1=df_out.user_profile_text,
                    extra_text_2='Dynamic follow: {} profile active'.format(
                        df_out.user_profile_text))
                return

    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)
        self.sm_smiskol.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 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"""

        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

        extras_loc = {
            'lead_one': self.sm_smiskol['radarState'].leadOne,
            'mpc_TR': self.sm_smiskol['dynamicFollowData'].mpcTR,
            'live_tracks': self.sm_smiskol['liveTracks'],
            'has_lead': long_plan.hasLead
        }

        # 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, extras_loc)
        # Steering PID loop and lateral MPC
        actuators.steer, actuators.steeringAngleDeg, lac_log = self.LaC.update(
            self.active, CS, self.CP, 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):
            # 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"""

        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 * 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 or CS.epsDisabled == True) 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]
            CAMERA_OFFSET = self.sm['lateralPlan'].cameraOffset
            ldw_average_car_width = 1.750483672001016  # from sedans, suvs, and minivans (todo: find from all openpilot Toyotas instead)
            ldw_m_from_wheel = 0.15
            ldw_threshold = ldw_average_car_width / 2 + ldw_m_from_wheel
            l_lane_close = left_lane_visible and (
                self.sm['modelV2'].laneLines[1].y[0] >
                -(ldw_threshold + CAMERA_OFFSET))
            r_lane_close = right_lane_visible and (
                self.sm['modelV2'].laneLines[2].y[0] <
                (ldw_threshold - 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.last_model_long = self.sm_smiskol['modelLongButton'].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)

        steer_angle_rad = (
            CS.steeringAngleDeg -
            self.sm['lateralPlan'].angleOffsetDeg) * 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.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 = self.VM.calc_curvature(
            steer_angle_rad, CS.vEgo)
        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.steeringAngleDesiredDeg = float(
            self.LaC.angle_steers_des)
        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

        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()