在 PyQt 中嵌入 Matplotlib 并带有多个绘图 [英] Embed Matplotlib in PyQt with multiple plot

问题描述

大家！我想将数据嵌入到Gui中.在这里，我创建了 2 个 Plot 按钮，以便一一显示我的数据.Plot1 包含 2 个子图，Plot2 包含 1 个图.

everyone! I want to embed my data into Gui. Here I created 2 Plot button so that I showed my data one by one.Plot1 contained 2 subplot, Plot2 contained 1 plot.

但是当我单击Plot1然后单击Plot2时，在Plot2中看不到我的数据，看起来坐标没有变化.我应该如何解决这个问题?

But when I clicked Plot1 and then clicked Plot2, I can't see my data in Plot2, It looks like coordinate doesn't change. How should I fix this?

import matplotlib.pyplot as plt
import numpy as np 
import sys
from PyQt4 import QtGui
from matplotlib.backends.backend_qt4agg import FigureCanvasQTAgg as FigureCanvas
from matplotlib.backends.backend_qt4agg import NavigationToolbar2QT as NavigationToolbar


class PrettyWidget(QtGui.QWidget):


    def __init__(self):
        super(PrettyWidget, self).__init__()
        self.initUI()


    def initUI(self):

        self.setGeometry(100,100,800,600)
        self.center()
        self.setWindowTitle('S Plot')

        grid = QtGui.QGridLayout()
        self.setLayout(grid)

        btn1 = QtGui.QPushButton('Plot 1 ',self)
        btn1.resize(btn1.sizeHint())
        btn1.clicked.connect(self.plot1)
        grid.addWidget(btn1,5,0)

        btn2 = QtGui.QPushButton('Plot 2 ',self)
        btn2.resize(btn2.sizeHint())
        btn2.clicked.connect(self.plot2)
        grid.addWidget(btn2,5,1)

        self.figure = plt.figure(figsize = (15,5))
        self.canvas = FigureCanvas(self.figure)
        self.toolbar = NavigationToolbar(self.canvas, self)
        grid.addWidget(self.canvas, 3,0,1,2)
        grid.addWidget(self.canvas, 3,0,1,2)

        self.show()

    def plot1(self):
        plt.cla()
        ax1 = self.figure.add_subplot(211)
        x1 = [i for i in range(100)]
        y1 = [i**0.5 for i in x1]
        ax1.plot(x1,y1,'b.-')

        ax2 = self.figure.add_subplot(212)
        x2 = [i for i in range(100)]
        y2 = [i for i in x2]
        ax2.plot(x2,y2,'b.-')
        self.canvas.draw()

    def plot2(self):
        plt.cla()
        ax3 = self.figure.add_subplot(111)
        x = [i for i in range(100)]
        y = [i**0.5 for i in x]
        ax3.plot(x,y,'r.-')
        ax3.set_title('Square Root Plot')
        self.canvas.draw()    

    def center(self):
        qr = self.frameGeometry()
        cp = QtGui.QDesktopWidget().availableGeometry().center()
        qr.moveCenter(cp)
        self.move(qr.topLeft())

app = QtGui.QApplication(sys.argv)
app.aboutToQuit.connect(app.deleteLater)
GUI = PrettyWidget()
sys.exit(app.exec_())

推荐答案

我强烈建议不要使用 pyplot，因为嵌入、全局状态管理和 FigureManager 类将挡你的路.

I strongly advise against using pyplot whe doing embedding, the global state management and the FigureManager classes will get in your way.

import sys
from PyQt4 import QtGui
import matplotlib
import matplotlib.figure
from matplotlib.backends.backend_qt4agg import FigureCanvasQTAgg as FigureCanvas
from matplotlib.backends.backend_qt4agg import NavigationToolbar2QT as NavigationToolbar


class PrettyWidget(QtGui.QWidget):
    def __init__(self):
        super(PrettyWidget, self).__init__()
        self.initUI()

    def initUI(self):

        self.setGeometry(100, 100, 800, 600)
        self.center()
        self.setWindowTitle('S Plot')

        grid = QtGui.QGridLayout()
        self.setLayout(grid)

        btn1 = QtGui.QPushButton('Plot 1 ', self)
        btn1.resize(btn1.sizeHint())
        btn1.clicked.connect(self.plot1)
        grid.addWidget(btn1, 5, 0)

        btn2 = QtGui.QPushButton('Plot 2 ', self)
        btn2.resize(btn2.sizeHint())
        btn2.clicked.connect(self.plot2)
        grid.addWidget(btn2, 5, 1)

        self.figure = matplotlib.figure.Figure()
        self.canvas = FigureCanvas(self.figure)
        self.toolbar = NavigationToolbar(self.canvas, self)
        grid.addWidget(self.canvas, 3, 0, 1, 2)
        # grid.addWidget(self.toolbar, ??)

        self.show()

    def plot1(self):
        self.figure.clf()
        ax1 = self.figure.add_subplot(211)
        x1 = [i for i in range(100)]
        y1 = [i**0.5 for i in x1]
        ax1.plot(x1, y1, 'b.-')

        ax2 = self.figure.add_subplot(212)
        x2 = [i for i in range(100)]
        y2 = [i for i in x2]
        ax2.plot(x2, y2, 'b.-')
        self.canvas.draw_idle()

    def plot2(self):
        self.figure.clf()
        ax3 = self.figure.add_subplot(111)
        x = [i for i in range(100)]
        y = [i**0.5 for i in x]
        ax3.plot(x, y, 'r.-')
        ax3.set_title('Square Root Plot')
        self.canvas.draw_idle()

    def center(self):
        qr = self.frameGeometry()
        cp = QtGui.QDesktopWidget().availableGeometry().center()
        qr.moveCenter(cp)
        self.move(qr.topLeft())

app = QtGui.QApplication(sys.argv)
app.aboutToQuit.connect(app.deleteLater)
GUI = PrettyWidget()
sys.exit(app.exec_())

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