dragonpilot - 基於 openpilot 的開源駕駛輔助系統
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#!/usr/bin/env python3
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import datetime
import os
import time
from pathlib import Path
from typing import Dict, Optional, Tuple
from collections import namedtuple, OrderedDict
import psutil
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from smbus2 import SMBus
import cereal.messaging as messaging
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from cereal import log
from common.filter_simple import FirstOrderFilter
from common.numpy_fast import interp
from common.params import Params, ParamKeyType
from common.realtime import DT_TRML, sec_since_boot
from common.dict_helpers import strip_deprecated_keys
from selfdrive.controls.lib.alertmanager import set_offroad_alert
from selfdrive.controls.lib.pid import PIController
from selfdrive.hardware import EON, TICI, PC, HARDWARE
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from selfdrive.loggerd.config import get_available_percent
from selfdrive.swaglog import cloudlog
from selfdrive.thermald.power_monitoring import PowerMonitoring
from selfdrive.version import terms_version, training_version
ThermalStatus = log.DeviceState.ThermalStatus
NetworkType = log.DeviceState.NetworkType
NetworkStrength = log.DeviceState.NetworkStrength
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CURRENT_TAU = 15. # 15s time constant
TEMP_TAU = 5. # 5s time constant
DISCONNECT_TIMEOUT = 5. # wait 5 seconds before going offroad after disconnect so you get an alert
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ThermalBand = namedtuple("ThermalBand", ['min_temp', 'max_temp'])
# List of thermal bands. We will stay within this region as long as we are within the bounds.
# When exiting the bounds, we'll jump to the lower or higher band. Bands are ordered in the dict.
THERMAL_BANDS = OrderedDict({
ThermalStatus.green: ThermalBand(None, 80.0),
ThermalStatus.yellow: ThermalBand(75.0, 96.0),
ThermalStatus.red: ThermalBand(80.0, 107.),
ThermalStatus.danger: ThermalBand(94.0, None),
})
# Override to highest thermal band when offroad and above this temp
OFFROAD_DANGER_TEMP = 79.5 if TICI else 70.0
prev_offroad_states: Dict[str, Tuple[bool, Optional[str]]] = {}
def read_tz(x):
if x is None:
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return 0
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try:
with open(f"/sys/devices/virtual/thermal/thermal_zone{x}/temp") as f:
return int(f.read())
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except FileNotFoundError:
return 0
def read_thermal(thermal_config):
dat = messaging.new_message('deviceState')
dat.deviceState.cpuTempC = [read_tz(z) / thermal_config.cpu[1] for z in thermal_config.cpu[0]]
dat.deviceState.gpuTempC = [read_tz(z) / thermal_config.gpu[1] for z in thermal_config.gpu[0]]
dat.deviceState.memoryTempC = read_tz(thermal_config.mem[0]) / thermal_config.mem[1]
dat.deviceState.ambientTempC = read_tz(thermal_config.ambient[0]) / thermal_config.ambient[1]
dat.deviceState.pmicTempC = [read_tz(z) / thermal_config.pmic[1] for z in thermal_config.pmic[0]]
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return dat
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def setup_eon_fan():
os.system("echo 2 > /sys/module/dwc3_msm/parameters/otg_switch")
last_eon_fan_val = None
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def set_eon_fan(val):
global last_eon_fan_val
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if last_eon_fan_val is None or last_eon_fan_val != val:
bus = SMBus(7, force=True)
try:
i = [0x1, 0x3 | 0, 0x3 | 0x08, 0x3 | 0x10][val]
bus.write_i2c_block_data(0x3d, 0, [i])
except IOError:
# tusb320
if val == 0:
bus.write_i2c_block_data(0x67, 0xa, [0])
else:
bus.write_i2c_block_data(0x67, 0xa, [0x20])
bus.write_i2c_block_data(0x67, 0x8, [(val - 1) << 6])
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bus.close()
last_eon_fan_val = val
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# temp thresholds to control fan speed - high hysteresis
_TEMP_THRS_H = [50., 65., 80., 10000]
# temp thresholds to control fan speed - low hysteresis
_TEMP_THRS_L = [42.5, 57.5, 72.5, 10000]
# fan speed options
_FAN_SPEEDS = [0, 16384, 32768, 65535]
def handle_fan_eon(controller, max_cpu_temp, fan_speed, ignition):
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new_speed_h = next(speed for speed, temp_h in zip(_FAN_SPEEDS, _TEMP_THRS_H) if temp_h > max_cpu_temp)
new_speed_l = next(speed for speed, temp_l in zip(_FAN_SPEEDS, _TEMP_THRS_L) if temp_l > max_cpu_temp)
if new_speed_h > fan_speed:
# update speed if using the high thresholds results in fan speed increment
fan_speed = new_speed_h
elif new_speed_l < fan_speed:
# update speed if using the low thresholds results in fan speed decrement
fan_speed = new_speed_l
set_eon_fan(fan_speed // 16384)
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return fan_speed
def handle_fan_uno(controller, max_cpu_temp, fan_speed, ignition):
new_speed = int(interp(max_cpu_temp, [40.0, 80.0], [0, 80]))
if not ignition:
new_speed = min(30, new_speed)
return new_speed
last_ignition = False
def handle_fan_tici(controller, max_cpu_temp, fan_speed, ignition):
global last_ignition
controller.neg_limit = -(80 if ignition else 30)
controller.pos_limit = -(30 if ignition else 0)
if ignition != last_ignition:
controller.reset()
fan_pwr_out = -int(controller.update(
setpoint=(75 if ignition else (OFFROAD_DANGER_TEMP - 2)),
measurement=max_cpu_temp,
feedforward=interp(max_cpu_temp, [60.0, 100.0], [0, -80])
))
last_ignition = ignition
return fan_pwr_out
def set_offroad_alert_if_changed(offroad_alert: str, show_alert: bool, extra_text: Optional[str]=None):
if prev_offroad_states.get(offroad_alert, None) == (show_alert, extra_text):
return
prev_offroad_states[offroad_alert] = (show_alert, extra_text)
set_offroad_alert(offroad_alert, show_alert, extra_text)
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def thermald_thread():
pm = messaging.PubMaster(['deviceState'])
pandaState_timeout = int(1000 * 2.5 * DT_TRML) # 2.5x the expected pandaState frequency
pandaState_sock = messaging.sub_sock('pandaStates', timeout=pandaState_timeout)
sm = messaging.SubMaster(["peripheralState", "gpsLocationExternal", "managerState"])
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fan_speed = 0
count = 0
startup_conditions = {
"ignition": False,
}
startup_conditions_prev = startup_conditions.copy()
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off_ts = None
started_ts = None
started_seen = False
thermal_status = ThermalStatus.green
usb_power = True
network_type = NetworkType.none
network_strength = NetworkStrength.unknown
network_info = None
modem_version = None
registered_count = 0
nvme_temps = None
modem_temps = None
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current_filter = FirstOrderFilter(0., CURRENT_TAU, DT_TRML)
temp_filter = FirstOrderFilter(0., TEMP_TAU, DT_TRML)
pandaState_prev = None
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should_start_prev = False
in_car = False
handle_fan = None
is_uno = False
ui_running_prev = False
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params = Params()
power_monitor = PowerMonitoring()
no_panda_cnt = 0
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HARDWARE.initialize_hardware()
thermal_config = HARDWARE.get_thermal_config()
# TODO: use PI controller for UNO
controller = PIController(k_p=0, k_i=2e-3, neg_limit=-80, pos_limit=0, rate=(1 / DT_TRML))
# Leave flag for loggerd to indicate device was left onroad
if params.get_bool("IsOnroad"):
params.put_bool("BootedOnroad", True)
while True:
pandaStates = messaging.recv_sock(pandaState_sock, wait=True)
sm.update(0)
peripheralState = sm['peripheralState']
msg = read_thermal(thermal_config)
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if pandaStates is not None and len(pandaStates.pandaStates) > 0:
pandaState = pandaStates.pandaStates[0]
# If we lose connection to the panda, wait 5 seconds before going offroad
if pandaState.pandaType == log.PandaState.PandaType.unknown:
no_panda_cnt += 1
if no_panda_cnt > DISCONNECT_TIMEOUT / DT_TRML:
if startup_conditions["ignition"]:
cloudlog.error("Lost panda connection while onroad")
startup_conditions["ignition"] = False
else:
no_panda_cnt = 0
startup_conditions["ignition"] = pandaState.ignitionLine or pandaState.ignitionCan
in_car = pandaState.harnessStatus != log.PandaState.HarnessStatus.notConnected
usb_power = peripheralState.usbPowerMode != log.PeripheralState.UsbPowerMode.client
# Setup fan handler on first connect to panda
if handle_fan is None and peripheralState.pandaType != log.PandaState.PandaType.unknown:
is_uno = peripheralState.pandaType == log.PandaState.PandaType.uno
if TICI:
cloudlog.info("Setting up TICI fan handler")
handle_fan = handle_fan_tici
elif is_uno or PC:
cloudlog.info("Setting up UNO fan handler")
handle_fan = handle_fan_uno
else:
cloudlog.info("Setting up EON fan handler")
setup_eon_fan()
handle_fan = handle_fan_eon
# Handle disconnect
if pandaState_prev is not None:
if pandaState.pandaType == log.PandaState.PandaType.unknown and \
pandaState_prev.pandaType != log.PandaState.PandaType.unknown:
params.clear_all(ParamKeyType.CLEAR_ON_PANDA_DISCONNECT)
pandaState_prev = pandaState
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# these are expensive calls. update every 10s
if (count % int(10. / DT_TRML)) == 0:
try:
network_type = HARDWARE.get_network_type()
network_strength = HARDWARE.get_network_strength(network_type)
network_info = HARDWARE.get_network_info() # pylint: disable=assignment-from-none
nvme_temps = HARDWARE.get_nvme_temperatures()
modem_temps = HARDWARE.get_modem_temperatures()
# Log modem version once
if modem_version is None:
modem_version = HARDWARE.get_modem_version() # pylint: disable=assignment-from-none
if modem_version is not None:
cloudlog.warning(f"Modem version: {modem_version}")
if TICI and (network_info.get('state', None) == "REGISTERED"):
registered_count += 1
else:
registered_count = 0
if registered_count > 10:
cloudlog.warning(f"Modem stuck in registered state {network_info}. nmcli conn up lte")
os.system("nmcli conn up lte")
registered_count = 0
except Exception:
cloudlog.exception("Error getting network status")
msg.deviceState.freeSpacePercent = get_available_percent(default=100.0)
msg.deviceState.memoryUsagePercent = int(round(psutil.virtual_memory().percent))
msg.deviceState.cpuUsagePercent = [int(round(n)) for n in psutil.cpu_percent(percpu=True)]
msg.deviceState.gpuUsagePercent = int(round(HARDWARE.get_gpu_usage_percent()))
msg.deviceState.networkType = network_type
msg.deviceState.networkStrength = network_strength
if network_info is not None:
msg.deviceState.networkInfo = network_info
if nvme_temps is not None:
msg.deviceState.nvmeTempC = nvme_temps
if modem_temps is not None:
msg.deviceState.modemTempC = modem_temps
msg.deviceState.screenBrightnessPercent = HARDWARE.get_screen_brightness()
msg.deviceState.batteryPercent = HARDWARE.get_battery_capacity()
msg.deviceState.batteryCurrent = HARDWARE.get_battery_current()
msg.deviceState.usbOnline = HARDWARE.get_usb_present()
current_filter.update(msg.deviceState.batteryCurrent / 1e6)
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max_comp_temp = temp_filter.update(
max(max(msg.deviceState.cpuTempC), msg.deviceState.memoryTempC, max(msg.deviceState.gpuTempC))
)
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if handle_fan is not None:
fan_speed = handle_fan(controller, max_comp_temp, fan_speed, startup_conditions["ignition"])
msg.deviceState.fanSpeedPercentDesired = fan_speed
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is_offroad_for_5_min = (started_ts is None) and ((not started_seen) or (off_ts is None) or (sec_since_boot() - off_ts > 60 * 5))
if is_offroad_for_5_min and max_comp_temp > OFFROAD_DANGER_TEMP:
# If device is offroad we want to cool down before going onroad
# since going onroad increases load and can make temps go over 107
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thermal_status = ThermalStatus.danger
else:
current_band = THERMAL_BANDS[thermal_status]
band_idx = list(THERMAL_BANDS.keys()).index(thermal_status)
if current_band.min_temp is not None and max_comp_temp < current_band.min_temp:
thermal_status = list(THERMAL_BANDS.keys())[band_idx - 1]
elif current_band.max_temp is not None and max_comp_temp > current_band.max_temp:
thermal_status = list(THERMAL_BANDS.keys())[band_idx + 1]
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# **** starting logic ****
# Ensure date/time are valid
now = datetime.datetime.utcnow()
startup_conditions["time_valid"] = (now.year > 2020) or (now.year == 2020 and now.month >= 10)
set_offroad_alert_if_changed("Offroad_InvalidTime", (not startup_conditions["time_valid"]))
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startup_conditions["up_to_date"] = params.get("Offroad_ConnectivityNeeded") is None or params.get_bool("DisableUpdates") or params.get_bool("SnoozeUpdate")
startup_conditions["not_uninstalling"] = not params.get_bool("DoUninstall")
startup_conditions["accepted_terms"] = params.get("HasAcceptedTerms") == terms_version
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# with 2% left, we killall, otherwise the phone will take a long time to boot
startup_conditions["free_space"] = msg.deviceState.freeSpacePercent > 2
startup_conditions["completed_training"] = params.get("CompletedTrainingVersion") == training_version or \
params.get_bool("Passive")
startup_conditions["not_driver_view"] = not params.get_bool("IsDriverViewEnabled")
startup_conditions["not_taking_snapshot"] = not params.get_bool("IsTakingSnapshot")
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# if any CPU gets above 107 or the battery gets above 63, kill all processes
# controls will warn with CPU above 95 or battery above 60
startup_conditions["device_temp_good"] = thermal_status < ThermalStatus.danger
set_offroad_alert_if_changed("Offroad_TemperatureTooHigh", (not startup_conditions["device_temp_good"]))
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if TICI:
set_offroad_alert_if_changed("Offroad_StorageMissing", (not Path("/data/media").is_mount()))
# Handle offroad/onroad transition
should_start = all(startup_conditions.values())
if should_start != should_start_prev or (count == 0):
params.put_bool("IsOnroad", should_start)
params.put_bool("IsOffroad", not should_start)
HARDWARE.set_power_save(not should_start)
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if should_start:
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off_ts = None
if started_ts is None:
started_ts = sec_since_boot()
started_seen = True
else:
if startup_conditions["ignition"] and (startup_conditions != startup_conditions_prev):
cloudlog.event("Startup blocked", startup_conditions=startup_conditions)
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started_ts = None
if off_ts is None:
off_ts = sec_since_boot()
# Offroad power monitoring
power_monitor.calculate(peripheralState, startup_conditions["ignition"])
msg.deviceState.offroadPowerUsageUwh = power_monitor.get_power_used()
msg.deviceState.carBatteryCapacityUwh = max(0, power_monitor.get_car_battery_capacity())
current_power_draw = HARDWARE.get_current_power_draw() # pylint: disable=assignment-from-none
msg.deviceState.powerDrawW = current_power_draw if current_power_draw is not None else 0
# Check if we need to disable charging (handled by boardd)
msg.deviceState.chargingDisabled = power_monitor.should_disable_charging(startup_conditions["ignition"], in_car, off_ts)
# Check if we need to shut down
if power_monitor.should_shutdown(peripheralState, startup_conditions["ignition"], in_car, off_ts, started_seen):
cloudlog.info(f"shutting device down, offroad since {off_ts}")
# TODO: add function for blocking cloudlog instead of sleep
time.sleep(10)
HARDWARE.shutdown()
# If UI has crashed, set the brightness to reasonable non-zero value
ui_running = "ui" in (p.name for p in sm["managerState"].processes if p.running)
if ui_running_prev and not ui_running:
HARDWARE.set_screen_brightness(20)
ui_running_prev = ui_running
msg.deviceState.chargingError = current_filter.x > 0. and msg.deviceState.batteryPercent < 90 # if current is positive, then battery is being discharged
msg.deviceState.started = started_ts is not None
msg.deviceState.startedMonoTime = int(1e9*(started_ts or 0))
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last_ping = params.get("LastAthenaPingTime")
if last_ping is not None:
msg.deviceState.lastAthenaPingTime = int(last_ping)
msg.deviceState.thermalStatus = thermal_status
pm.send("deviceState", msg)
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if EON and not is_uno:
set_offroad_alert_if_changed("Offroad_ChargeDisabled", (not usb_power))
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should_start_prev = should_start
startup_conditions_prev = startup_conditions.copy()
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# report to server once every 10 minutes
if (count % int(600. / DT_TRML)) == 0:
if EON and started_ts is None and msg.deviceState.memoryUsagePercent > 40:
cloudlog.event("High offroad memory usage", mem=msg.deviceState.memoryUsagePercent)
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cloudlog.event("STATUS_PACKET",
count=count,
pandaStates=(strip_deprecated_keys(pandaStates.to_dict()) if pandaStates else None),
peripheralState=strip_deprecated_keys(peripheralState.to_dict()),
location=(strip_deprecated_keys(sm["gpsLocationExternal"].to_dict()) if sm.alive["gpsLocationExternal"] else None),
deviceState=strip_deprecated_keys(msg.to_dict()))
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count += 1
def main():
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thermald_thread()
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if __name__ == "__main__":
main()