nopenpilot/tools/replay/rqplot.py

82 lines
1.9 KiB
Python
Executable File

#!/usr/bin/env python
# type: ignore
import sys
import matplotlib.pyplot as plt
import numpy as np
import cereal.messaging as messaging
import time
# tool to plot one or more signals live. Call ex:
#./rqplot.py log.carState.vEgo log.carState.aEgo
# TODO: can this tool consume 10x less cpu?
def recursive_getattr(x, name):
l = name.split('.')
if len(l) == 1:
return getattr(x, name)
else:
return recursive_getattr(getattr(x, l[0]), ".".join(l[1:]) )
if __name__ == "__main__":
poller = messaging.Poller()
services = []
fields = []
subs = []
values = []
plt.ion()
fig, ax = plt.subplots()
#fig = plt.figure(figsize=(10, 15))
#ax = fig.add_subplot(111)
ax.grid(True)
fig.canvas.draw()
subs_name = sys.argv[1:]
lines = []
x, y = [], []
LEN = 500
for i, sub in enumerate(subs_name):
sub_split = sub.split(".")
services.append(sub_split[0])
fields.append(".".join(sub_split[1:]))
subs.append(messaging.sub_sock(sub_split[0], poller))
x.append(np.ones(LEN)*np.nan)
y.append(np.ones(LEN)*np.nan)
lines.append(ax.plot(x[i], y[i])[0])
for l in lines:
l.set_marker("*")
cur_t = 0.
ax.legend(subs_name)
ax.set_xlabel('time [s]')
while 1:
print(1./(time.time() - cur_t))
cur_t = time.time()
for i, s in enumerate(subs):
msg = messaging.recv_sock(s)
#msg = messaging.recv_one_or_none(s)
if msg is not None:
x[i] = np.append(x[i], getattr(msg, 'logMonoTime') / float(1e9))
x[i] = np.delete(x[i], 0)
y[i] = np.append(y[i], recursive_getattr(msg, subs_name[i]))
y[i] = np.delete(y[i], 0)
lines[i].set_xdata(x[i])
lines[i].set_ydata(y[i])
ax.relim()
ax.autoscale_view(True, scaley=True, scalex=True)
fig.canvas.blit(ax.bbox)
fig.canvas.flush_events()
# just a bit of wait to avoid 100% CPU usage
time.sleep(0.001)