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 python
import os
os.environ['OLD_CAN'] = '1'
os.environ['NOCRASH'] = '1'
import time
import unittest
import shutil
import matplotlib
matplotlib.use('svg')
from selfdrive.config import Conversions as CV, CruiseButtons as CB
from selfdrive.test.plant.maneuver import Maneuver
import selfdrive.manager as manager
from common.params import Params
def create_dir(path):
try:
os.makedirs(path)
except OSError:
pass
maneuvers = [
Maneuver(
'while cruising at 40 mph, change cruise speed to 50mph',
duration=30.,
initial_speed = 40. * CV.MPH_TO_MS,
cruise_button_presses = [(CB.DECEL_SET, 2.), (0, 2.3),
(CB.RES_ACCEL, 10.), (0, 10.1),
(CB.RES_ACCEL, 10.2), (0, 10.3)]
),
Maneuver(
'while cruising at 60 mph, change cruise speed to 50mph',
duration=30.,
initial_speed=60. * CV.MPH_TO_MS,
cruise_button_presses = [(CB.DECEL_SET, 2.), (0, 2.3),
(CB.DECEL_SET, 10.), (0, 10.1),
(CB.DECEL_SET, 10.2), (0, 10.3)]
),
Maneuver(
'while cruising at 20mph, grade change +10%',
duration=25.,
initial_speed=20. * CV.MPH_TO_MS,
cruise_button_presses = [(CB.DECEL_SET, 1.2), (0, 1.3)],
grade_values = [0., 0., 1.0],
grade_breakpoints = [0., 10., 11.]
),
Maneuver(
'while cruising at 20mph, grade change -10%',
duration=25.,
initial_speed=20. * CV.MPH_TO_MS,
cruise_button_presses = [(CB.DECEL_SET, 1.2), (0, 1.3)],
grade_values = [0., 0., -1.0],
grade_breakpoints = [0., 10., 11.]
),
Maneuver(
'approaching a 40mph car while cruising at 60mph from 100m away',
duration=30.,
initial_speed = 60. * CV.MPH_TO_MS,
lead_relevancy=True,
initial_distance_lead=100.,
speed_lead_values = [40.*CV.MPH_TO_MS, 40.*CV.MPH_TO_MS],
speed_lead_breakpoints = [0., 100.],
cruise_button_presses = [(CB.DECEL_SET, 1.2), (0, 1.3)]
),
Maneuver(
'approaching a 0mph car while cruising at 40mph from 150m away',
duration=30.,
initial_speed = 40. * CV.MPH_TO_MS,
lead_relevancy=True,
initial_distance_lead=150.,
speed_lead_values = [0.*CV.MPH_TO_MS, 0.*CV.MPH_TO_MS],
speed_lead_breakpoints = [0., 100.],
cruise_button_presses = [(CB.DECEL_SET, 1.2), (0, 1.3)]
),
Maneuver(
'steady state following a car at 20m/s, then lead decel to 0mph at 1m/s^2',
duration=50.,
initial_speed = 20.,
lead_relevancy=True,
initial_distance_lead=35.,
speed_lead_values = [20., 20., 0.],
speed_lead_breakpoints = [0., 15., 35.0],
cruise_button_presses = [(CB.DECEL_SET, 1.2), (0, 1.3)]
),
Maneuver(
'steady state following a car at 20m/s, then lead decel to 0mph at 2m/s^2',
duration=50.,
initial_speed = 20.,
lead_relevancy=True,
initial_distance_lead=35.,
speed_lead_values = [20., 20., 0.],
speed_lead_breakpoints = [0., 15., 25.0],
cruise_button_presses = [(CB.DECEL_SET, 1.2), (0, 1.3)]
),
Maneuver(
'starting at 0mph, approaching a stopped car 100m away',
duration=30.,
initial_speed = 0.,
lead_relevancy=True,
initial_distance_lead=100.,
cruise_button_presses = [(CB.DECEL_SET, 1.2), (0, 1.3),
(CB.RES_ACCEL, 1.4), (0.0, 1.5),
(CB.RES_ACCEL, 1.6), (0.0, 1.7),
(CB.RES_ACCEL, 1.8), (0.0, 1.9)]
),
Maneuver(
"following a car at 60mph, lead accel and decel at 0.5m/s^2 every 2s",
duration=25.,
initial_speed=30.,
lead_relevancy=True,
initial_distance_lead=49.,
speed_lead_values=[30.,30.,29.,31.,29.,31.,29.],
speed_lead_breakpoints=[0., 6., 8., 12.,16.,20.,24.],
cruise_button_presses = [(CB.DECEL_SET, 1.2), (0, 1.3),
(CB.RES_ACCEL, 1.4), (0.0, 1.5),
(CB.RES_ACCEL, 1.6), (0.0, 1.7)]
),
Maneuver(
"following a car at 10mph, stop and go at 1m/s2 lead dece1 and accel",
duration=70.,
initial_speed=10.,
lead_relevancy=True,
initial_distance_lead=20.,
speed_lead_values=[10., 0., 0., 10., 0.,10.],
speed_lead_breakpoints=[10., 20., 30., 40., 50., 60.],
cruise_button_presses = [(CB.DECEL_SET, 1.2), (0, 1.3),
(CB.RES_ACCEL, 1.4), (0.0, 1.5),
(CB.RES_ACCEL, 1.6), (0.0, 1.7)]
),
Maneuver(
"green light: stopped behind lead car, lead car accelerates at 1.5 m/s",
duration=30.,
initial_speed=0.,
lead_relevancy=True,
initial_distance_lead=4.,
speed_lead_values=[0, 0 , 45],
speed_lead_breakpoints=[0, 10., 40.],
cruise_button_presses = [(CB.DECEL_SET, 1.2), (0, 1.3),
(CB.RES_ACCEL, 1.4), (0.0, 1.5),
(CB.RES_ACCEL, 1.6), (0.0, 1.7),
(CB.RES_ACCEL, 1.8), (0.0, 1.9),
(CB.RES_ACCEL, 2.0), (0.0, 2.1),
(CB.RES_ACCEL, 2.2), (0.0, 2.3)]
),
Maneuver(
"stop and go with 1m/s2 lead decel and accel, with full stops",
duration=70.,
initial_speed=0.,
lead_relevancy=True,
initial_distance_lead=20.,
speed_lead_values=[10., 0., 0., 10., 0., 0.] ,
speed_lead_breakpoints=[10., 20., 30., 40., 50., 60.],
cruise_button_presses = [(CB.DECEL_SET, 1.2), (0, 1.3),
(CB.RES_ACCEL, 1.4), (0.0, 1.5),
(CB.RES_ACCEL, 1.6), (0.0, 1.7)]
),
Maneuver(
"accelerate from 20 while lead vehicle decelerates from 40 to 20 at 1m/s2",
duration=30.,
initial_speed=10.,
lead_relevancy=True,
initial_distance_lead=10.,
speed_lead_values=[20., 10.],
speed_lead_breakpoints=[1., 11.],
cruise_button_presses = [(CB.DECEL_SET, 1.2), (0, 1.3),
(CB.RES_ACCEL, 1.4), (0.0, 1.5),
(CB.RES_ACCEL, 1.6), (0.0, 1.7),
(CB.RES_ACCEL, 1.8), (0.0, 1.9),
(CB.RES_ACCEL, 2.0), (0.0, 2.1),
(CB.RES_ACCEL, 2.2), (0.0, 2.3)]
),
Maneuver(
"accelerate from 20 while lead vehicle decelerates from 40 to 0 at 2m/s2",
duration=30.,
initial_speed=10.,
lead_relevancy=True,
initial_distance_lead=10.,
speed_lead_values=[20., 0.],
speed_lead_breakpoints=[1., 11.],
cruise_button_presses = [(CB.DECEL_SET, 1.2), (0, 1.3),
(CB.RES_ACCEL, 1.4), (0.0, 1.5),
(CB.RES_ACCEL, 1.6), (0.0, 1.7),
(CB.RES_ACCEL, 1.8), (0.0, 1.9),
(CB.RES_ACCEL, 2.0), (0.0, 2.1),
(CB.RES_ACCEL, 2.2), (0.0, 2.3)]
)
]
def setup_output():
output_dir = os.path.join(os.getcwd(), 'out/longitudinal')
if not os.path.exists(os.path.join(output_dir, "index.html")):
# write test output header
css_style = """
.maneuver_title {
font-size: 24px;
text-align: center;
}
.maneuver_graph {
width: 100%;
}
"""
view_html = "<html><head><style>%s</style></head><body><table>" % (css_style,)
for i, man in enumerate(maneuvers):
view_html += "<tr><td class='maneuver_title' colspan=5><div>%s</div></td></tr><tr>" % (man.title,)
for c in ['distance.svg', 'speeds.svg', 'acceleration.svg', 'pedals.svg', 'pid.svg']:
view_html += "<td><img class='maneuver_graph' src='%s'/></td>" % (os.path.join("maneuver" + str(i+1).zfill(2), c), )
view_html += "</tr>"
create_dir(output_dir)
with open(os.path.join(output_dir, "index.html"), "w") as f:
f.write(view_html)
class LongitudinalControl(unittest.TestCase):
@classmethod
def setUpClass(cls):
setup_output()
shutil.rmtree('/data/params', ignore_errors=True)
params = Params()
params.put("Passive", "1" if os.getenv("PASSIVE") else "0")
manager.gctx = {}
manager.prepare_managed_process('radard')
manager.prepare_managed_process('controlsd')
manager.start_managed_process('radard')
manager.start_managed_process('controlsd')
@classmethod
def tearDownClass(cls):
manager.kill_managed_process('radard')
manager.kill_managed_process('controlsd')
time.sleep(5)
# hack
def test_longitudinal_setup(self):
pass
WORKERS = 8
def run_maneuver_worker(k):
output_dir = os.path.join(os.getcwd(), 'out/longitudinal')
for i, man in enumerate(maneuvers[k::WORKERS]):
score, plot = man.evaluate()
plot.write_plot(output_dir, "maneuver" + str(WORKERS * i + k+1).zfill(2))
for k in xrange(WORKERS):
setattr(LongitudinalControl,
"test_longitudinal_maneuvers_%d" % (k+1),
lambda self, k=k: run_maneuver_worker(k))
if __name__ == "__main__":
unittest.main()