以下代码使用Button和Progressbar创建一个Widget。当按下按钮并且进度条达到100%时,将显示3个图(通过Matplotlib.pyplot):
import sys
from PyQt4.QtGui import *
from PyQt4.QtCore import *
import matplotlib.pyplot as plt
import pandas as pd
class App(QMainWindow):
def __init__(self):
super(App, self).__init__()
self.setGeometry(500, 300, 820, 350)
self.setWindowTitle("Program")
#Buttons
btnposx = 30
btnposy = 50
self.btn4 = QPushButton('Load', self)
self.btn4.move(btnposx,btnposy+220)
self.btn4.released.connect(self.thread)
#ProgressBar
self.pb = QProgressBar(self)
self.pb.move(btnposx+150,btnposy+220)
self.pb.resize(470,27)
self.show()
@pyqtSlot(float)
def load(self, val):
self.pb.setValue(val)
@pyqtSlot(object)
def plot(self, pq):
pq.plot(grid = 1)
plt.show()
def thread(self):
self.thread_ = Thread()
self.thread_.pb_signal.connect(self.load, Qt.QueuedConnection)
self.thread_.plot_signal.connect(self.plot, Qt.QueuedConnection)
self.thread_.start()
class Thread(QThread):
pb_signal = pyqtSignal(float)
plot_signal = pyqtSignal(object)
def __init__(self, *args, **kwargs):
QThread.__init__(self, *args, **kwargs)
def __del__(self):
self.wait()
@pyqtSlot()
def run(self):
val = 0
self.pb_signal.emit(20)
l = range(50000000)
for i in l:
val += 1
self.pb_signal.emit(60)
self.pb_signal.emit(100)
pq = pd.DataFrame(data = {'col1':[1,2,3,4,5,6], 'col2':[6,5,4,3,2,1]})
self.plot_signal.emit(pq)
self.plot_signal.emit(pq)
self.plot_signal.emit(pq)
return
if __name__ == '__main__':
app = QApplication(sys.argv)
ex = App()
ex.show()
sys.exit(app.exec_())
如何使用FigureCanvas完成相同的事情?我不想做一个窗口,因为3个图是嵌入的,但是3个单独的数字。关于如何以这种方式使用FigureCanvas的在线信息是非常稀缺的。
答案 0 :(得分:2)
FigureCanvas是一个专门的QWidget,它可以包含一个matplotlib图,并且在该图中你可以制作图,所以解决方案是为每个发射创建一个,除此之外,绘图函数还有一个接收的参数它将被绘制的轴,因此您必须传递在图中创建的轴:
import sys
from PyQt4.QtGui import *
from PyQt4.QtCore import *
import pandas as pd
from matplotlib.backends.backend_qt4agg import (
FigureCanvas, NavigationToolbar2QT as NavigationToolbar)
from matplotlib.figure import Figure
class App(QMainWindow):
def __init__(self):
super(App, self).__init__()
self.setGeometry(500, 300, 820, 350)
self.setWindowTitle("Program")
#Buttons
btnposx = 30
btnposy = 50
self.btn4 = QPushButton('Load', self)
self.btn4.move(btnposx,btnposy+220)
self.btn4.released.connect(self.thread)
#ProgressBar
self.pb = QProgressBar(self)
self.pb.move(btnposx+150,btnposy+220)
self.pb.resize(470,27)
self.canvas = []
self.show()
@pyqtSlot(float)
def load(self, val):
self.pb.setValue(val)
@pyqtSlot(object)
def plot(self, pq):
cv = FigureCanvas(Figure(figsize=(5, 3)))
ax = cv.figure.subplots()
pq.plot(grid = 1, ax=ax)
cv.show()
# avoid garbage collector
self.canvas.append(cv)
def thread(self):
self.thread_ = Thread()
self.thread_.pb_signal.connect(self.load, Qt.QueuedConnection)
self.thread_.plot_signal.connect(self.plot, Qt.QueuedConnection)
self.thread_.start()
class Thread(QThread):
pb_signal = pyqtSignal(float)
plot_signal = pyqtSignal(object)
def __del__(self):
self.wait()
@pyqtSlot()
def run(self):
val = 0
self.pb_signal.emit(20)
l = range(50000000)
for i in l:
val += 1
self.pb_signal.emit(60)
self.pb_signal.emit(100)
pq = pd.DataFrame(data = {'col1':[1,2,3,4,5,6], 'col2':[6,5,4,3,2,1]})
self.plot_signal.emit(pq)
self.plot_signal.emit(pq)
self.plot_signal.emit(pq)
if __name__ == '__main__':
app = QApplication(sys.argv)
ex = App()
ex.show()
sys.exit(app.exec_())
注意:仅创建列表以防止垃圾收集器删除图