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								import time
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								import threading
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								from typing import Optional
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								from openpilot.common.params import Params
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								from openpilot.system.hardware import HARDWARE
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								from openpilot.common.swaglog import cloudlog
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								from openpilot.selfdrive.statsd import statlog
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								CAR_VOLTAGE_LOW_PASS_K = 0.011 # LPF gain for 45s tau (dt/tau / (dt/tau + 1))
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								# While driving, a battery charges completely in about 30-60 minutes
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								CAR_BATTERY_CAPACITY_uWh = 30e6
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								CAR_CHARGING_RATE_W = 45
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								VBATT_PAUSE_CHARGING = 11.8           # Lower limit on the LPF car battery voltage
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								VBATT_INSTANT_PAUSE_CHARGING = 7.0    # Lower limit on the instant car battery voltage measurements to avoid triggering on instant power loss
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								MAX_TIME_OFFROAD_S = 30*3600
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								MIN_ON_TIME_S = 3600
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								DELAY_SHUTDOWN_TIME_S = 300 # Wait at least DELAY_SHUTDOWN_TIME_S seconds after offroad_time to shutdown.
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								VOLTAGE_SHUTDOWN_MIN_OFFROAD_TIME_S = 60
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								class PowerMonitoring:
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								  def __init__(self):
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								    self.params = Params()
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								    self.last_measurement_time = None           # Used for integration delta
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								    self.last_save_time = 0                     # Used for saving current value in a param
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								    self.power_used_uWh = 0                     # Integrated power usage in uWh since going into offroad
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								    self.next_pulsed_measurement_time = None
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								    self.car_voltage_mV = 12e3                  # Low-passed version of peripheralState voltage
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								    self.car_voltage_instant_mV = 12e3          # Last value of peripheralState voltage
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								    self.integration_lock = threading.Lock()
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								    car_battery_capacity_uWh = self.params.get("CarBatteryCapacity")
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								    if car_battery_capacity_uWh is None:
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								      car_battery_capacity_uWh = 0
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								    # Reset capacity if it's low
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								    self.car_battery_capacity_uWh = max((CAR_BATTERY_CAPACITY_uWh / 10), int(car_battery_capacity_uWh))
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								  # Calculation tick
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								  def calculate(self, voltage: Optional[int], ignition: bool):
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								    try:
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								      now = time.monotonic()
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								      # If peripheralState is None, we're probably not in a car, so we don't care
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								      if voltage is None:
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								        with self.integration_lock:
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								          self.last_measurement_time = None
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								          self.next_pulsed_measurement_time = None
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								          self.power_used_uWh = 0
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								        return
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								      # Low-pass battery voltage
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								      self.car_voltage_instant_mV = voltage
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								      self.car_voltage_mV = ((voltage * CAR_VOLTAGE_LOW_PASS_K) + (self.car_voltage_mV * (1 - CAR_VOLTAGE_LOW_PASS_K)))
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								      statlog.gauge("car_voltage", self.car_voltage_mV / 1e3)
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								      # Cap the car battery power and save it in a param every 10-ish seconds
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								      self.car_battery_capacity_uWh = max(self.car_battery_capacity_uWh, 0)
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								      self.car_battery_capacity_uWh = min(self.car_battery_capacity_uWh, CAR_BATTERY_CAPACITY_uWh)
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								      if now - self.last_save_time >= 10:
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								        self.params.put_nonblocking("CarBatteryCapacity", str(int(self.car_battery_capacity_uWh)))
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								        self.last_save_time = now
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								      # First measurement, set integration time
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								      with self.integration_lock:
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								        if self.last_measurement_time is None:
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								          self.last_measurement_time = now
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								          return
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								      if ignition:
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								        # If there is ignition, we integrate the charging rate of the car
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								        with self.integration_lock:
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								          self.power_used_uWh = 0
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								          integration_time_h = (now - self.last_measurement_time) / 3600
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								          if integration_time_h < 0:
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								            raise ValueError(f"Negative integration time: {integration_time_h}h")
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								          self.car_battery_capacity_uWh += (CAR_CHARGING_RATE_W * 1e6 * integration_time_h)
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								          self.last_measurement_time = now
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								      else:
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								        # Get current power draw somehow
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								        current_power = HARDWARE.get_current_power_draw()
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								        # Do the integration
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								        self._perform_integration(now, current_power)
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								    except Exception:
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								      cloudlog.exception("Power monitoring calculation failed")
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								  def _perform_integration(self, t: float, current_power: float) -> None:
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								    with self.integration_lock:
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								      try:
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								        if self.last_measurement_time:
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								          integration_time_h = (t - self.last_measurement_time) / 3600
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								          power_used = (current_power * 1000000) * integration_time_h
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								          if power_used < 0:
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								            raise ValueError(f"Negative power used! Integration time: {integration_time_h} h Current Power: {power_used} uWh")
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								          self.power_used_uWh += power_used
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								          self.car_battery_capacity_uWh -= power_used
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								          self.last_measurement_time = t
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								      except Exception:
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								        cloudlog.exception("Integration failed")
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								  # Get the power usage
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								  def get_power_used(self) -> int:
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								    return int(self.power_used_uWh)
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								  def get_car_battery_capacity(self) -> int:
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								    return int(self.car_battery_capacity_uWh)
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								  # See if we need to shutdown
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								  def should_shutdown(self, ignition: bool, in_car: bool, offroad_timestamp: Optional[float], started_seen: bool):
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								    if offroad_timestamp is None:
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								      return False
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								    now = time.monotonic()
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								    should_shutdown = False
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								    offroad_time = (now - offroad_timestamp)
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								    low_voltage_shutdown = (self.car_voltage_mV < (VBATT_PAUSE_CHARGING * 1e3) and
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								                            self.car_voltage_instant_mV > (VBATT_INSTANT_PAUSE_CHARGING * 1e3) and
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								                            offroad_time > VOLTAGE_SHUTDOWN_MIN_OFFROAD_TIME_S)
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								    should_shutdown |= offroad_time > MAX_TIME_OFFROAD_S
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								    should_shutdown |= low_voltage_shutdown
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								    should_shutdown |= (self.car_battery_capacity_uWh <= 0)
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								    should_shutdown &= not ignition
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								    should_shutdown &= (not self.params.get_bool("DisablePowerDown"))
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								    should_shutdown &= in_car
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								    should_shutdown &= offroad_time > DELAY_SHUTDOWN_TIME_S
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								    should_shutdown |= self.params.get_bool("ForcePowerDown")
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								    should_shutdown &= started_seen or (now > MIN_ON_TIME_S)
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								    return should_shutdown
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