openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 200 supported car makes and models.
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#!/usr/bin/env python2
import unittest
import numpy as np
import libpandasafety_py
MAX_RATE_UP = 10
MAX_RATE_DOWN = 25
MAX_TORQUE = 1500
MAX_ACCEL = 1500
MIN_ACCEL = -3000
MAX_RT_DELTA = 375
RT_INTERVAL = 250000
MAX_TORQUE_ERROR = 350
IPAS_OVERRIDE_THRESHOLD = 200
ANGLE_DELTA_BP = [0., 5., 15.]
ANGLE_DELTA_V = [5., .8, .15] # windup limit
ANGLE_DELTA_VU = [5., 3.5, 0.4] # unwind limit
def twos_comp(val, bits):
if val >= 0:
return val
else:
return (2**bits) + val
def sign(a):
if a > 0:
return 1
else:
return -1
class TestToyotaSafety(unittest.TestCase):
@classmethod
def setUp(cls):
cls.safety = libpandasafety_py.libpandasafety
cls.safety.toyota_init(100)
cls.safety.init_tests_toyota()
def _set_prev_torque(self, t):
self.safety.set_toyota_desired_torque_last(t)
self.safety.set_toyota_rt_torque_last(t)
self.safety.set_toyota_torque_meas(t, t)
def _torque_meas_msg(self, torque):
to_send = libpandasafety_py.ffi.new('CAN_FIFOMailBox_TypeDef *')
to_send[0].RIR = 0x260 << 21
t = twos_comp(torque, 16)
to_send[0].RDHR = t | ((t & 0xFF) << 16)
return to_send
def _torque_driver_msg(self, torque):
to_send = libpandasafety_py.ffi.new('CAN_FIFOMailBox_TypeDef *')
to_send[0].RIR = 0x260 << 21
t = twos_comp(torque, 16)
to_send[0].RDLR = t | ((t & 0xFF) << 16)
return to_send
def _torque_driver_msg_array(self, torque):
for i in range(6):
self.safety.toyota_ipas_rx_hook(self._torque_driver_msg(torque))
def _angle_meas_msg(self, angle):
to_send = libpandasafety_py.ffi.new('CAN_FIFOMailBox_TypeDef *')
to_send[0].RIR = 0x25 << 21
t = twos_comp(angle, 12)
to_send[0].RDLR = ((t & 0xF00) >> 8) | ((t & 0xFF) << 8)
return to_send
def _angle_meas_msg_array(self, angle):
for i in range(6):
self.safety.toyota_ipas_rx_hook(self._angle_meas_msg(angle))
def _torque_msg(self, torque):
to_send = libpandasafety_py.ffi.new('CAN_FIFOMailBox_TypeDef *')
to_send[0].RIR = 0x2E4 << 21
t = twos_comp(torque, 16)
to_send[0].RDLR = t | ((t & 0xFF) << 16)
return to_send
def _ipas_state_msg(self, state):
to_send = libpandasafety_py.ffi.new('CAN_FIFOMailBox_TypeDef *')
to_send[0].RIR = 0x262 << 21
to_send[0].RDLR = state & 0xF
return to_send
def _ipas_control_msg(self, angle, state):
# note: we command 2/3 of the angle due to CAN conversion
to_send = libpandasafety_py.ffi.new('CAN_FIFOMailBox_TypeDef *')
to_send[0].RIR = 0x266 << 21
t = twos_comp(angle, 12)
to_send[0].RDLR = ((t & 0xF00) >> 8) | ((t & 0xFF) << 8)
to_send[0].RDLR |= ((state & 0xf) << 4)
return to_send
def _speed_msg(self, speed):
to_send = libpandasafety_py.ffi.new('CAN_FIFOMailBox_TypeDef *')
to_send[0].RIR = 0xb4 << 21
speed = int(speed * 100 * 3.6)
to_send[0].RDHR = ((speed & 0xFF) << 16) | (speed & 0xFF00)
return to_send
def _accel_msg(self, accel):
to_send = libpandasafety_py.ffi.new('CAN_FIFOMailBox_TypeDef *')
to_send[0].RIR = 0x343 << 21
a = twos_comp(accel, 16)
to_send[0].RDLR = (a & 0xFF) << 8 | (a >> 8)
return to_send
def test_default_controls_not_allowed(self):
self.assertFalse(self.safety.get_controls_allowed())
def test_manually_enable_controls_allowed(self):
self.safety.set_controls_allowed(1)
self.assertTrue(self.safety.get_controls_allowed())
def test_enable_control_allowed_from_cruise(self):
to_push = libpandasafety_py.ffi.new('CAN_FIFOMailBox_TypeDef *')
to_push[0].RIR = 0x1D2 << 21
to_push[0].RDHR = 0xF00000
self.safety.toyota_rx_hook(to_push)
self.assertTrue(self.safety.get_controls_allowed())
def test_disable_control_allowed_from_cruise(self):
to_push = libpandasafety_py.ffi.new('CAN_FIFOMailBox_TypeDef *')
to_push[0].RIR = 0x1D2 << 21
to_push[0].RDHR = 0
self.safety.set_controls_allowed(1)
self.safety.toyota_rx_hook(to_push)
self.assertFalse(self.safety.get_controls_allowed())
def test_accel_actuation_limits(self):
for accel in np.arange(MIN_ACCEL - 1000, MAX_ACCEL + 1000, 100):
for controls_allowed in [True, False]:
self.safety.set_controls_allowed(controls_allowed)
if controls_allowed:
send = MIN_ACCEL <= accel <= MAX_ACCEL
else:
send = accel == 0
self.assertEqual(send, self.safety.toyota_tx_hook(self._accel_msg(accel)))
def test_torque_absolute_limits(self):
for controls_allowed in [True, False]:
for torque in np.arange(-MAX_TORQUE - 1000, MAX_TORQUE + 1000, MAX_RATE_UP):
self.safety.set_controls_allowed(controls_allowed)
self.safety.set_toyota_rt_torque_last(torque)
self.safety.set_toyota_torque_meas(torque, torque)
self.safety.set_toyota_desired_torque_last(torque - MAX_RATE_UP)
if controls_allowed:
send = (-MAX_TORQUE <= torque <= MAX_TORQUE)
else:
send = torque == 0
self.assertEqual(send, self.safety.toyota_tx_hook(self._torque_msg(torque)))
def test_non_realtime_limit_up(self):
self.safety.set_controls_allowed(True)
self._set_prev_torque(0)
self.assertTrue(self.safety.toyota_tx_hook(self._torque_msg(MAX_RATE_UP)))
self._set_prev_torque(0)
self.assertFalse(self.safety.toyota_tx_hook(self._torque_msg(MAX_RATE_UP + 1)))
def test_non_realtime_limit_down(self):
self.safety.set_controls_allowed(True)
self.safety.set_toyota_rt_torque_last(1000)
self.safety.set_toyota_torque_meas(500, 500)
self.safety.set_toyota_desired_torque_last(1000)
self.assertTrue(self.safety.toyota_tx_hook(self._torque_msg(1000 - MAX_RATE_DOWN)))
self.safety.set_toyota_rt_torque_last(1000)
self.safety.set_toyota_torque_meas(500, 500)
self.safety.set_toyota_desired_torque_last(1000)
self.assertFalse(self.safety.toyota_tx_hook(self._torque_msg(1000 - MAX_RATE_DOWN + 1)))
def test_exceed_torque_sensor(self):
self.safety.set_controls_allowed(True)
for sign in [-1, 1]:
self._set_prev_torque(0)
for t in np.arange(0, MAX_TORQUE_ERROR + 10, 10):
t *= sign
self.assertTrue(self.safety.toyota_tx_hook(self._torque_msg(t)))
self.assertFalse(self.safety.toyota_tx_hook(self._torque_msg(sign * (MAX_TORQUE_ERROR + 10))))
def test_realtime_limit_up(self):
self.safety.set_controls_allowed(True)
for sign in [-1, 1]:
self.safety.init_tests_toyota()
self._set_prev_torque(0)
for t in np.arange(0, 380, 10):
t *= sign
self.safety.set_toyota_torque_meas(t, t)
self.assertTrue(self.safety.toyota_tx_hook(self._torque_msg(t)))
self.assertFalse(self.safety.toyota_tx_hook(self._torque_msg(sign * 380)))
self._set_prev_torque(0)
for t in np.arange(0, 370, 10):
t *= sign
self.safety.set_toyota_torque_meas(t, t)
self.assertTrue(self.safety.toyota_tx_hook(self._torque_msg(t)))
# Increase timer to update rt_torque_last
self.safety.set_timer(RT_INTERVAL + 1)
self.assertTrue(self.safety.toyota_tx_hook(self._torque_msg(sign * 370)))
self.assertTrue(self.safety.toyota_tx_hook(self._torque_msg(sign * 380)))
def test_torque_measurements(self):
self.safety.toyota_rx_hook(self._torque_meas_msg(50))
self.safety.toyota_rx_hook(self._torque_meas_msg(-50))
self.safety.toyota_rx_hook(self._torque_meas_msg(0))
self.safety.toyota_rx_hook(self._torque_meas_msg(0))
self.safety.toyota_rx_hook(self._torque_meas_msg(0))
self.safety.toyota_rx_hook(self._torque_meas_msg(0))
self.assertEqual(-51, self.safety.get_toyota_torque_meas_min())
self.assertEqual(51, self.safety.get_toyota_torque_meas_max())
self.safety.toyota_rx_hook(self._torque_meas_msg(0))
self.assertEqual(-1, self.safety.get_toyota_torque_meas_max())
self.assertEqual(-51, self.safety.get_toyota_torque_meas_min())
self.safety.toyota_rx_hook(self._torque_meas_msg(0))
self.assertEqual(-1, self.safety.get_toyota_torque_meas_max())
self.assertEqual(-1, self.safety.get_toyota_torque_meas_min())
def test_ipas_override(self):
## angle control is not active
self.safety.set_controls_allowed(1)
# 3 consecutive msgs where driver exceeds threshold but angle_control isn't active
self.safety.set_controls_allowed(1)
self._torque_driver_msg_array(IPAS_OVERRIDE_THRESHOLD + 1)
self.assertTrue(self.safety.get_controls_allowed())
self._torque_driver_msg_array(-IPAS_OVERRIDE_THRESHOLD - 1)
self.assertTrue(self.safety.get_controls_allowed())
# ipas state is override
self.safety.toyota_ipas_rx_hook(self._ipas_state_msg(5))
self.assertTrue(self.safety.get_controls_allowed())
## now angle control is active
self.safety.toyota_ipas_tx_hook(self._ipas_control_msg(0, 0))
self.safety.toyota_ipas_rx_hook(self._ipas_state_msg(0))
# 3 consecutive msgs where driver does exceed threshold
self.safety.set_controls_allowed(1)
self._torque_driver_msg_array(IPAS_OVERRIDE_THRESHOLD + 1)
self.assertFalse(self.safety.get_controls_allowed())
self.safety.set_controls_allowed(1)
self._torque_driver_msg_array(-IPAS_OVERRIDE_THRESHOLD - 1)
self.assertFalse(self.safety.get_controls_allowed())
# ipas state is override and torque isn't overriding any more
self.safety.set_controls_allowed(1)
self._torque_driver_msg_array(0)
self.safety.toyota_ipas_rx_hook(self._ipas_state_msg(5))
self.assertFalse(self.safety.get_controls_allowed())
# 3 consecutive msgs where driver does not exceed threshold and
# ipas state is not override
self.safety.set_controls_allowed(1)
self.safety.toyota_ipas_rx_hook(self._ipas_state_msg(0))
self.assertTrue(self.safety.get_controls_allowed())
self._torque_driver_msg_array(IPAS_OVERRIDE_THRESHOLD)
self.assertTrue(self.safety.get_controls_allowed())
self._torque_driver_msg_array(-IPAS_OVERRIDE_THRESHOLD)
self.assertTrue(self.safety.get_controls_allowed())
# reset no angle control at the end of the test
self.safety.reset_angle_control()
def test_angle_cmd_when_disabled(self):
self.safety.set_controls_allowed(0)
# test angle cmd too far from actual
angle_refs = [-10, 10]
deltas = range(-2, 3)
expected_results = [False, True, True, True, False]
for a in angle_refs:
self._angle_meas_msg_array(a)
for i, d in enumerate(deltas):
self.assertEqual(expected_results[i], self.safety.toyota_ipas_tx_hook(self._ipas_control_msg(a + d, 1)))
# test ipas state cmd enabled
self._angle_meas_msg_array(0)
self.assertEqual(0, self.safety.toyota_ipas_tx_hook(self._ipas_control_msg(0, 3)))
# reset no angle control at the end of the test
self.safety.reset_angle_control()
def test_angle_cmd_when_enabled(self):
# ipas angle cmd should pass through when controls are enabled
self.safety.set_controls_allowed(1)
self._angle_meas_msg_array(0)
self.safety.toyota_ipas_rx_hook(self._speed_msg(0.1))
self.assertEqual(1, self.safety.toyota_ipas_tx_hook(self._ipas_control_msg(0, 1)))
self.assertEqual(1, self.safety.toyota_ipas_tx_hook(self._ipas_control_msg(4, 1)))
self.assertEqual(1, self.safety.toyota_ipas_tx_hook(self._ipas_control_msg(0, 3)))
self.assertEqual(1, self.safety.toyota_ipas_tx_hook(self._ipas_control_msg(-4, 3)))
self.assertEqual(1, self.safety.toyota_ipas_tx_hook(self._ipas_control_msg(-8, 3)))
# reset no angle control at the end of the test
self.safety.reset_angle_control()
def test_angle_cmd_rate_when_disabled(self):
# as long as the command is close to the measured, no rate limit is enforced when
# controls are disabled
self.safety.set_controls_allowed(0)
self.safety.toyota_ipas_rx_hook(self._angle_meas_msg(0))
self.assertEqual(1, self.safety.toyota_ipas_tx_hook(self._ipas_control_msg(0, 1)))
self.safety.toyota_ipas_rx_hook(self._angle_meas_msg(100))
self.assertEqual(1, self.safety.toyota_ipas_tx_hook(self._ipas_control_msg(100, 1)))
self.safety.toyota_ipas_rx_hook(self._angle_meas_msg(-100))
self.assertEqual(1, self.safety.toyota_ipas_tx_hook(self._ipas_control_msg(-100, 1)))
# reset no angle control at the end of the test
self.safety.reset_angle_control()
def test_angle_cmd_rate_when_enabled(self):
# when controls are allowed, angle cmd rate limit is enforced
# test 1: no limitations if we stay within limits
speeds = [0., 1., 5., 10., 15., 100.]
angles = [-300, -100, -10, 0, 10, 100, 300]
for a in angles:
for s in speeds:
# first test against false positives
self._angle_meas_msg_array(a)
self.safety.toyota_ipas_tx_hook(self._ipas_control_msg(a, 1))
self.safety.set_controls_allowed(1)
self.safety.toyota_ipas_rx_hook(self._speed_msg(s))
max_delta_up = int(np.interp(s, ANGLE_DELTA_BP, ANGLE_DELTA_V) * 2 / 3. + 1.)
max_delta_down = int(np.interp(s, ANGLE_DELTA_BP, ANGLE_DELTA_VU) * 2 / 3. + 1.)
self.assertEqual(True, self.safety.toyota_ipas_tx_hook(self._ipas_control_msg(a + sign(a) * max_delta_up, 1)))
self.assertTrue(self.safety.get_controls_allowed())
self.assertEqual(True, self.safety.toyota_ipas_tx_hook(self._ipas_control_msg(a, 1)))
self.assertTrue(self.safety.get_controls_allowed())
self.assertEqual(True, self.safety.toyota_ipas_tx_hook(self._ipas_control_msg(a - sign(a) * max_delta_down, 1)))
self.assertTrue(self.safety.get_controls_allowed())
# now inject too high rates
self.assertEqual(False, self.safety.toyota_ipas_tx_hook(self._ipas_control_msg(a + sign(a) *
(max_delta_up + 1), 1)))
self.assertFalse(self.safety.get_controls_allowed())
self.safety.set_controls_allowed(1)
self.assertEqual(True, self.safety.toyota_ipas_tx_hook(self._ipas_control_msg(a + sign(a) * max_delta_up, 1)))
self.assertTrue(self.safety.get_controls_allowed())
self.assertEqual(True, self.safety.toyota_ipas_tx_hook(self._ipas_control_msg(a, 1)))
self.assertTrue(self.safety.get_controls_allowed())
self.assertEqual(False, self.safety.toyota_ipas_tx_hook(self._ipas_control_msg(a - sign(a) *
(max_delta_down + 1), 1)))
self.assertFalse(self.safety.get_controls_allowed())
# reset no angle control at the end of the test
self.safety.reset_angle_control()
def test_angle_measured_rate(self):
speeds = [0., 1., 5., 10., 15., 100.]
angles = [-300, -100, -10, 0, 10, 100, 300]
angles = [10]
for a in angles:
for s in speeds:
self._angle_meas_msg_array(a)
self.safety.toyota_ipas_tx_hook(self._ipas_control_msg(a, 1))
self.safety.set_controls_allowed(1)
self.safety.toyota_ipas_rx_hook(self._speed_msg(s))
max_delta_up = int(np.interp(s, ANGLE_DELTA_BP, ANGLE_DELTA_V) * 2 / 3. + 1.)
max_delta_down = int(np.interp(s, ANGLE_DELTA_BP, ANGLE_DELTA_VU) * 2 / 3. + 1.)
self.safety.toyota_ipas_rx_hook(self._angle_meas_msg(a))
self.assertTrue(self.safety.get_controls_allowed())
self.safety.toyota_ipas_rx_hook(self._angle_meas_msg(a + 150))
self.assertFalse(self.safety.get_controls_allowed())
# reset no angle control at the end of the test
self.safety.reset_angle_control()
if __name__ == "__main__":
unittest.main()