我正在尝试构建一个小GUI,它有一个曲线图,每次读取新的数据样本时都会更新。我不喜欢使用计时器运行它,因为数据将以不同的时间间隔到达。相反,我正在尝试使用信号进行实现,其中数据收集函数将在读取数据时发出信号,然后绘画函数将在绘画完成时发出信号。
现在看来,问题是画布没有在我调用canvas.draw()时立即更新。当这个程序运行时,data_collect()和paint()轮流发送信号,但是这个图形直到我停止这个进程之后才会更新。当调用paint()时,如何强制matplotlib更新图形?
下面是一段相对简单的示例代码,它不是最优的,但希望能传达出我正在尝试做的事情的味道……
N_length = 150;
count = [0];
def sinval(delay):
k = 0;
x = [];
# set up data vector with sinusoidal data in it.
while k < N_length:
x.append(math.sin(2*math.pi*k/N_length));
k += 1;
def next():
time.sleep(delay);
outstring = "%0.3e" % (x[count[0]]);
if (count[0] == (N_length-1)):
count[0] = 0;
else:
count[0] += 1;
return outstring;
return next;
class DesignerMainWindow(QtGui.QMainWindow, Ui_mplMainWindow):
def __init__(self, parent = None):
super(DesignerMainWindow, self).__init__(parent)
self.setupUi(self)
QtCore.QObject.connect(self.mplStartButton, QtCore.SIGNAL("clicked()"), self.start_graph);
QtCore.QObject.connect(self.mplStopButton, QtCore.SIGNAL("clicked()"), self.stop_graph);
QtCore.QObject.connect(self.mplQuitButton, QtCore.SIGNAL("clicked()"), QtGui.qApp, QtCore.SLOT("quit()"));
QtCore.QObject.connect(self, QtCore.SIGNAL("data_collect()"), self.data_collect);
QtCore.QObject.connect(self, QtCore.SIGNAL("paint()"), self.paint);
def start_graph(self):
# generates first "empty" plots
self.user = [];
self.l_user, = self.mpl.canvas.ax.plot([], self.user, label='sine wave');
# set up the axes.
self.mpl.canvas.ax.set_xlim(0, 300);
self.mpl.canvas.ax.set_ylim(-1.1, 1.1);
self.mpl.canvas.draw();
# start the data collection process.
self.delay = 0.05;
self.next = sinval(self.delay);
self.emit(QtCore.SIGNAL('data_collect()'));
def data_collect(self):
outstring = self.next();
self.user.append(float(outstring.split()[0]));
self.l_user.set_data(range(len(self.user)), self.user);
self.emit(QtCore.SIGNAL('paint()'));
def paint(self):
self.mpl.canvas.draw();
self.emit(QtCore.SIGNAL('data_collect()'));发布于 2010-08-19 01:13:16
我猜在paint()之后调用QCoreApplication::processEvents会有所帮助。更优雅的做法是使用单独的QThread来读取数据。看看这个thread。
https://stackoverflow.com/questions/3514074
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