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IMU_benchmark_GUI.py 7.10 KB
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from PyQt4 import QtCore, QtGui
from threading import Thread
import pyqtgraph as pg
import numpy as np
import zmq
import sys
import time
import configparser
def readSettings():
global IMU_list
try:
config = configparser.ConfigParser()
config.read('IMU.ini')
# Pub/Sub 192.168.1.133:6010 10000
reference_address = str(config['REFERENCE']['referenceAddress'])
reference_topic = str(config['REFERENCE']['referenceTopic'])
reference_sleep_frequency = float(config['REFERENCE']['sleepFrequency'])
reference_timer_frequency = reference_sleep_frequency * 1000
IMU_list = []
IMU_list.append((reference_address, reference_topic, reference_sleep_frequency, reference_timer_frequency))
numberOfIMUs = int(config['IMU']['numberOfIMUs'])
if numberOfIMUs > 0:
for imu in range(1, numberOfIMUs + 1):
IMU_address = str(config['IMU']['IMU' + str(imu) + 'Address'])
IMU_topic = str(config['IMU']['IMU' + str(imu) + 'Topic'])
# time.sleep (s)
IMU_sleep_frequency = float(config['IMU']['IMU' + str(imu) + 'SleepFrequency'])
# timer.timer (ms)
IMU_timer_frequency = IMU_sleep_frequency * 1000
IMU_list.append((IMU_address, IMU_topic, IMU_sleep_frequency, IMU_timer_frequency))
except KeyError:
print('File doesnt exist')
exit(1)
def initZMQHandshake():
global IMU_list
global IMU_sockets
global IMU_position
global IMU_timestamp
global IMU_topic
global IMU_plot_buffer
global IMU_plot_data
global left_x, right_x
global IMU_axis
try:
IMU_sockets = []
IMU_position = []
IMU_timestamp = []
IMU_topic = []
IMU_plot_buffer = []
IMU_plot_data = {}
IMU_axis = {}
for imu in range(len(IMU_list)):
context = zmq.Context()
socket = context.socket(zmq.SUB)
socket.connect(IMU_list[imu][0])
socket.setsockopt(zmq.SUBSCRIBE, IMU_list[imu][1])
topic, timestamp, position = socket.recv().split()
IMU_topic.append(topic)
IMU_timestamp.append(timestamp)
IMU_position.append(position)
IMU_sockets.append(socket)
IMU_plot_data[imu] = []
IMU_axis[imu] = {'left': left_x, 'right': right_x}
IMU_plot_buffer.append(int((abs(left_x) + abs(right_x))/IMU_list[imu][2]))
except:
print("ERROR: Unable to connect to socket")
exit(1)
def createIMUPlots():
global plot
global IMU_plots
global IMU_list
colorTable = {'1': 'r',
'2': 'g',
'3': 'c',
'4': 'm',
'5': 'y',
'6': 'k',
'7': 'w'}
IMU_plots = []
for imu in range(len(IMU_list)):
if imu == 0:
p = plot.plot(name="Reference")
p.setPen('w', width=2)
elif imu <= len(colorTable):
p = plot.plot(name="IMU" + str(imu))
p.setPen(colorTable[str(imu)], width=2)
else:
p = plot.plot(name="IMU" + str(imu))
p.setPen('w', width=2)
IMU_plots.append(p)
def readDataThread(n, s, f):
global IMU_timestamp
global IMU_topic
global IMU_position
while True:
try:
IMU_topic[n], IMU_timestamp[n], IMU_position[n] = s.recv().split()
except:
print('ERROR: Data update thread unable to recv')
time.sleep(f)
app = QtGui.QApplication([])
app.setStyle(QtGui.QStyleFactory.create("Cleanlooks"))
mw = QtGui.QMainWindow()
mw.setWindowTitle('IMU Benchmark GUI')
cw = QtGui.QWidget()
l = QtGui.QGridLayout()
mw.setCentralWidget(cw)
cw.setLayout(l)
# Initial graph ranges and view spacing (right_x has to be 0)
left_x = -15
right_x = 0
readSettings()
initZMQHandshake()
x_axis = np.arange(left_x, right_x, IMU_list[0][2])
plot = pg.PlotWidget()
plot.addLegend()
plot.setXRange(left_x, right_x)
plot.setTitle('IMU Benchmark')
plot.setLabel('left', 'Position')
plot.setLabel('bottom', 'Timestamp')
createIMUPlots()
l.addWidget(plot, 1, 0, 1, 6)
IMU_read_data_threads = []
for imu in range(len(IMU_list)):
thread = Thread(target=readDataThread, args=(imu, IMU_sockets[imu], IMU_list[imu][2]))
thread.daemon = True
thread.start()
IMU_read_data_threads.append(thread)
IMU_data_update_threads = []
class updateDataThread(QtCore.QThread):
global IMU_timestamp
global IMU_position
global IMU_plot_buffer, IMU_plot_data
global IMU_plots
global x_axis, plot, IMU_axis
def __init__(self, imu, sleep_frequency, timer_frequency, parent=None):
super(updateDataThread, self).__init__(parent)
self.imu = imu
self.sleep_frequency = sleep_frequency
self.timer_frequency = timer_frequency
self.timer = QtCore.QTimer()
self.timer.timeout.connect(self.updateData)
self.started.connect(self.startTimer)
self.daemon = True
self.start()
def startTimer(self):
self.timer.start(self.timer_frequency)
def updateData(self):
IMU_axis[self.imu]['left'] += self.sleep_frequency
IMU_axis[self.imu]['right'] += self.sleep_frequency
# Controls proper data movement
IMU_plots[self.imu].setPos(IMU_axis[self.imu]['right'], 0)
# Remove last item and append new item to simulate data shifting over
if len(IMU_plot_data[self.imu]) >= IMU_plot_buffer[self.imu]:
IMU_plot_data[self.imu].pop(0)
IMU_plot_data[self.imu].append(float(IMU_position[self.imu]))
IMU_plots[self.imu].setData(x_axis[len(x_axis) - len(IMU_plot_data[self.imu]):], IMU_plot_data[self.imu])
class updateAxisThread(QtCore.QThread):
global plot, IMU_axis
global IMU_list
def __init__(self, parent=None):
super(updateAxisThread, self).__init__(parent)
self.findFastestTimerFrequency()
self.timer = QtCore.QTimer()
self.timer.timeout.connect(self.updateAxis)
self.started.connect(self.startTimer)
self.daemon = True
self.start()
def findFastestTimerFrequency(self):
temporary_timer_frequency = IMU_list[0][3]
temporary_imu = 0
for imu in range(len(IMU_list)):
if IMU_list[imu][3] < temporary_timer_frequency:
temporary_timer_frequency = IMU_list[imu][3]
temporary_imu = imu
self.timer_frequency = temporary_timer_frequency
self.imu = temporary_imu
def startTimer(self):
self.timer.start(self.timer_frequency)
def updateAxis(self):
try:
plot.setXRange(IMU_axis[self.imu]['left'], IMU_axis[self.imu]['right'])
except:
pass
for imu in range(len(IMU_list)):
thread = updateDataThread(imu, IMU_list[imu][2], IMU_list[imu][3])
IMU_data_update_threads.append(thread)
updateAxisThread = updateAxisThread()
mw.show()
if __name__ == '__main__':
import sys
if(sys.flags.interactive != 1) or not hasattr(QtCore, 'PYQT_VERSION'):
QtGui.QApplication.instance().exec_()
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https://gitee.com/popyeah/VisualizeGUI.git
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popyeah
VisualizeGUI
VisualizeGUI
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