通過洗掉/替換舊值來更新matplotlib子圖

我撰寫了一個非常簡單的代碼，在 matplotlib 子圖中有一個散點圖。我可以根據函式的值進行x, y1繪圖plot()。我想知道我是否y2通過另一個函式獲得了新值，如何在圖中更新它？我檢查了這方面的其他帖子，并且有一些建議在 update() 函式中使用clear(), destroy(),delete()但它們都不起作用。我想保留畫布和圖形的設定，只用舊值替換新值。

import tkinter as tk
from matplotlib.figure import Figure
from matplotlib.backends.backend_tkagg import (FigureCanvasTkAgg, NavigationToolbar2Tk)


class Data:
    def __init__(self):
        self.x = tk.IntVar()


class SampleApp(tk.Tk):
    def __init__(self, *args, **kwargs):
        super().__init__(*args, **kwargs)
        self.minsize(700, 700)
        container = tk.Frame(self)
        container.pack()

        self.data = Data()

        self.frames = {}
        for F in (PageOne, ):
            frame = F(container, self.data)
            self.frames[F] = frame
            frame.grid(row=0, column=0, sticky="nsew")

    def show_frame(self, c):
        frame = self.frames[c]
        frame.tkraise()


class PageOne(tk.Frame):
    def __init__(self, parent, data):
        super().__init__(parent)
        self.data = data

        self.button1 = tk.Button(self, text="Plot", command=self.plot)
        self.button1.pack()

        self.button2 = tk.Button(self, text="update", command=self.update)
        self.button2.pack()

        self.frame = tk.LabelFrame(self)
        self.frame.pack()

    def plot(self):
        global x
        x = [1,2,3,4,5,6,7,8,9]
        y1 = [1,2,3,4,5,6,7,8,9]

        self.figure = Figure(figsize=(4, 4))
        ax = self.figure.add_subplot(111)
        ax.scatter(x, y1)
        ax.set_title('Test')
        ax.set_xlabel('x')
        ax.set_ylabel('y')

        canvas = FigureCanvasTkAgg(self.figure, self.frame)
        canvas.draw()
        canvas.get_tk_widget().pack()
        toolbar = NavigationToolbar2Tk(canvas, self.frame)
        toolbar.pack()
        canvas.get_tk_widget().pack()

    def update(self):
        global x
        self.figure.clear()
        y2 = [1, 2, 3, 4, 5, 4, 3, 2, 1]

app = SampleApp()
app.mainloop()

uj5u.com熱心網友回復：

我通過結合我的建議和我在另一篇文章中找到的東西來實作它。

我是這樣做的，只修改你的update函式。

    def update(self):
        global x
        self.figure.clear()
        ax = self.figure.add_subplot(111)
        ax.set_title('Test')
        ax.set_xlabel('x')
        ax.set_ylabel('y')
        x = [1,2,3,4,5,6,7,8,9]
        y2 = [1, 2, 3, 4, 5, 4, 3, 2, 1]
        ax.scatter(x, y2)
        self.figure.canvas.draw()

這是我使用該方法的set_data方法。

import tkinter as tk
from matplotlib.figure import Figure
from matplotlib.backends.backend_tkagg import (FigureCanvasTkAgg, NavigationToolbar2Tk)


class Data:
    def __init__(self):
        self.x = tk.IntVar()


class SampleApp(tk.Tk):
    def __init__(self, *args, **kwargs):
        super().__init__(*args, **kwargs)
        self.minsize(700, 700)
        container = tk.Frame(self)
        container.pack()

        self.data = Data()

        self.frames = {}
        for F in (PageOne, ):
            frame = F(container, self.data)
            self.frames[F] = frame
            frame.grid(row=0, column=0, sticky="nsew")

    def show_frame(self, c):
        frame = self.frames[c]
        frame.tkraise()


class PageOne(tk.Frame):
    def __init__(self, parent, data):
        super().__init__(parent)
        self.data = data

        self.button1 = tk.Button(self, text="Plot", command=self.plot)
        self.button1.pack()

        self.button2 = tk.Button(self, text="update", command=self.update)
        self.button2.pack()

        self.frame = tk.LabelFrame(self)
        self.frame.pack()


    def plot(self):
        global x
        x = [1,2,3,4,5,6,7,8,9]
        y1 = [1,2,3,4,5,6,7,8,9]

        self.figure = Figure(figsize=(4, 4))
        ax = self.figure.add_subplot(111)
        l = ax.plot(x, y1, lw=0, marker='o') # Changed here
        self.line1 = l[0] # Changed here
        ax.set_title('Test')
        ax.set_xlabel('x')
        ax.set_ylabel('y')

        canvas = FigureCanvasTkAgg(self.figure, self.frame)
        canvas.draw()
        canvas.get_tk_widget().pack()
        toolbar = NavigationToolbar2Tk(canvas, self.frame)
        toolbar.pack()
        canvas.get_tk_widget().pack()

    def update(self):
        global x
        y2 = [1, 2, 3, 4, 5, 4, 3, 2, 1]
        self.line1.set_data(x, y2) # Changed here
        self.figure.canvas.draw()  # Changed here <-- without this, won't redraw

app = SampleApp()
app.mainloop()

您的代碼中有一些奇怪的東西，例如global x未使用，但這是另一回事。

標籤：Python matplotlib tkinter

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