如何在 tkinter Canvas 上更新 matplotlib 子图？

Question

我想更新嵌入到 tkinter GUI 中 Canvas 的子图。无论我尝试什么，我的意图都失败了。看看我有多远：

from tkinter import *
from matplotlib.backends.backend_tkagg import (FigureCanvasTkAgg, NavigationToolbar2Tk)
import matplotlib.pyplot as plt
import time

root = Tk()

figId = plt.figure()

canvas = FigureCanvasTkAgg(figId, master=root)
canvas.get_tk_widget().pack()
canvas.draw()

vals1 = [5, 6, 3, 9]
vals2 = vals1

for i in range(0, len(vals1)+1):
    toPlot = vals1[0:i]
    plt.subplot(211).plot(toPlot)
    plt.subplot(212).plot(toPlot)
    time.sleep(1)

root.mainloop()

我发现像plt.pause(.1)这样的事情是不对的。对我来说，好像必须介绍一下matplotlib.animation，但我真的不知道怎么办

Answer 1

我找到了答案：

import random
from itertools import count
import matplotlib.pyplot as plt
from matplotlib.animation import FuncAnimation
from tkinter import *
from matplotlib.backends.backend_tkagg import (FigureCanvasTkAgg, NavigationToolbar2Tk)

x_vals = []
y_vals1 = []
y_vals2 = []

index = count()

root = Tk()
figId = plt.figure()
canvas = FigureCanvasTkAgg(figId, master=root)
canvas.get_tk_widget().pack()
canvas.draw()

def animate(i):
    x_vals.append(next(index))
    y_vals1.append(random.randint(0, 5))
    y_vals2.append(random.randint(0, 5))
    plt.cla()
    plt.plot(x_vals, y_vals1)
    plt.plot(x_vals, y_vals2)

ani = FuncAnimation(plt.gcf(), animate, interval=1000)

root.mainloop()

如何在 tkinter Canvas 上更新 matplotlib 子图？

How to update matplotlib subplots on a tkinter Canvas?

python

tkinter

matplotlib

tkinter-canvas