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 argparse
import json
import matplotlib.patches as mpatches
import matplotlib.pyplot as plt
import sys
from collections import defaultdict
from openpilot.tools.lib.logreader import LogReader
DEMO_ROUTE = "9f583b1d93915c31|2022-05-18--10-49-51--0"
COLORS = ['blue', 'green', 'red', 'yellow', 'orange', 'purple']
PLOT_SERVICES = ['card', 'controlsd'] # , 'boardd']
def plot(lr):
seen = set()
aligned = False
start_time = None
# dict of services to events per inferred frame
times = {s: [[]] for s in PLOT_SERVICES}
first_event = None
# temp_times = {s: [] for s in PLOT_SERVICES} # holds only current frame of services
timestamps = [json.loads(msg.logMessage) for msg in lr if msg.which() == 'logMessage' and 'timestamp' in msg.logMessage]
# print(timestamps)
timestamps = sorted(timestamps, key=lambda m: float(m['msg']['timestamp']['time']))
# closely matches timestamp time
start_time = next(msg.logMonoTime for msg in lr)
for jmsg in timestamps:
if len(times[PLOT_SERVICES[0]]) > 400:
continue
# print()
# print(msg.logMonoTime)
time = int(jmsg['msg']['timestamp']['time'])
service = jmsg['ctx']['daemon']
event = jmsg['msg']['timestamp']['event']
# print(jmsg)
# print(seen)
if service in PLOT_SERVICES and first_event is None:
first_event = event
# Align the best we can; wait for all to be seen and this is the first event
# TODO: detect first logMessage correctly by keeping track of events before aligned
aligned = aligned or (all(s in seen for s in PLOT_SERVICES) and event == first_event)
if not aligned:
seen.add(service)
continue
if service in PLOT_SERVICES:
# new frame when we've seen this event before
new_frame = event in {e[1] for e in times[service][-1]}
if new_frame:
times[service].append([])
# print(msg.logMonoTime, jmsg)
print('new_frame', new_frame)
times[service][-1].append(((time - start_time) * 1e-6, event))
points = {"x": [], "y": [], "labels": []}
height = 0.9
offsets = [[0, -10 * j] for j in range(len(PLOT_SERVICES))]
fig, ax = plt.subplots()
for idx, service_times in enumerate(zip(*times.values())):
print()
print('idx', idx)
service_bars = []
for j, (service, frame_times) in enumerate(zip(times.keys(), service_times)):
if idx + 1 == len(times[service]):
break
print(service, frame_times)
start = frame_times[0][0]
# use the first event time from next frame
end = times[service][idx + 1][0][0] # frame_times[-1][0]
print('start, end', start, end)
service_bars.append((start, end - start))
for event in frame_times:
points['x'].append(event[0])
points['y'].append(idx - j * 1)
points['labels'].append(event[1])
print(service_bars)
# offset = offset_services
# offset each service
for j, sb in enumerate(service_bars):
ax.broken_barh([sb], (idx - height / 2 - j * 1, height), facecolors=[COLORS[j]], alpha=0.5) # , offsets=offsets)
# ax.broken_barh(service_bars, (idx - height / 2, height), facecolors=COLORS, alpha=0.5, offsets=offsets)
scatter = ax.scatter(points['x'], points['y'], marker='d', edgecolor='black')
txt = ax.text(0, 0, '', ha='center', fontsize=8, color='red')
ax.set_xlabel('milliseconds')
plt.legend(handles=[mpatches.Patch(color=COLORS[i], label=PLOT_SERVICES[i]) for i in range(len(PLOT_SERVICES))])
def hover(event):
txt.set_text("")
status, pts = scatter.contains(event)
txt.set_visible(status)
if status:
txt.set_text(points['labels'][pts['ind'][0]])
txt.set_position((event.xdata, event.ydata + 1))
event.canvas.draw()
fig.canvas.mpl_connect("motion_notify_event", hover)
plt.show()
# plt.pause(1000)
return times, points
if __name__ == "__main__":
# parser = argparse.ArgumentParser(description="A tool for analyzing openpilot's end-to-end latency",
# formatter_class=argparse.ArgumentDefaultsHelpFormatter)
# parser.add_argument("--demo", action="store_true", help="Use the demo route instead of providing one")
# parser.add_argument("route_or_segment_name", nargs='?', help="The route to print")
#
# if len(sys.argv) == 1:
# parser.print_help()
# sys.exit()
# args = parser.parse_args()
# r = DEMO_ROUTE if args.demo else args.route_or_segment_name.strip()
# lr = LogReader(r, sort_by_time=True)
lr = LogReader('08e4c2a99df165b1/00000016--c3a4ca99ec/0', sort_by_time=True) # normal
# lr = LogReader('08e4c2a99df165b1/00000017--e2d24ab118/0', sort_by_time=True) # polls on carControl
# lr = LogReader('08e4c2a99df165b1/00000018--cf65e47c24/0', sort_by_time=True) # polls on carControl, sends it earlier
# lr = LogReader('08e4c2a99df165b1/00000019--e73e3ab4df/0', sort_by_time=True) # polls on carControl, more logging
times, points = plot(lr)