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 python3
import cProfile # pylint: disable=import-error
import pprofile # pylint: disable=import-error
import pyprof2calltree # pylint: disable=import-error
from tools.lib.logreader import LogReader
from selfdrive.locationd.locationd import locationd_thread
from selfdrive.test.profiling.lib import SubMaster, PubMaster, ReplayDone
BASE_URL = "https://commadataci.blob.core.windows.net/openpilotci/"
CARS = {
'toyota': ("77611a1fac303767|2020-02-29--13-29-33/3", "TOYOTA COROLLA TSS2 2019"),
}
def get_inputs(msgs, process):
sub_socks = ['gpsLocationExternal', 'sensorEvents', 'cameraOdometry', 'liveCalibration', 'carState']
trigger = 'cameraOdometry'
sm = SubMaster(msgs, trigger, sub_socks)
pm = PubMaster()
return sm, pm
if __name__ == "__main__":
segment, fingerprint = CARS['toyota']
segment = segment.replace('|', '/')
rlog_url = f"{BASE_URL}{segment}/rlog.bz2"
msgs = list(LogReader(rlog_url))
# Statistical
sm, pm = get_inputs(msgs, 'locationd')
with pprofile.StatisticalProfile()(period=0.00001) as pr:
try:
locationd_thread(sm, pm)
except ReplayDone:
pass
pr.dump_stats('cachegrind.out.locationd_statistical')
# Deterministic
sm, pm = get_inputs(msgs, 'controlsd')
with cProfile.Profile() as pr:
try:
locationd_thread(sm, pm)
except ReplayDone:
pass
pyprof2calltree.convert(pr.getstats(), 'cachegrind.out.locationd_deterministic')