How to update a plot on Tkinter canvas?
<p>I have a tkinter app where I have different frames, each one with a different plot.
I have an import function that allows me to select the data file that I want to plot.</p>

<p>Right now, everything is working well if I import the file right at the start of the program, i.e. as soon as the subplot is created on the canvas the data is shown.</p>

<p>However, if the subplot is created beforehand without any data, when I import the data and call the function to plot it, the canvas does not update the plot. BUT, if I resize the window (or maximize it) the plot is updated.</p>

<p>Below is the code. Any suggestion regarding the code structure are appreciated.</p>

<pre><code>import numpy as np
import pandas as pd
import matplotlib
import matplotlib.pyplot as plt
matplotlib.use("TkAgg")

from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg, NavigationToolbar2TkAgg
from matplotlib.figure import Figure
import matplotlib.animation as animation


import Tkinter as tk
import ttk
from tkFileDialog import askopenfilename

LARGE_FONT= ("Verdana", 12)
plot_colors = plt.rcParams['axes.color_cycle']
width, height = plt.figaspect(1)

fig_nyquist = Figure(figsize=(width, height), dpi=100)
plot_axes_nyquist = fig_nyquist.add_subplot(111)

fig_bode = Figure(figsize=(width, height), dpi=100)
plot_axes_bode = fig_bode.add_subplot(111)

fig_randles = Figure(figsize=(width, height), dpi=100)
plot_axes_randles = fig_randles.add_subplot(111)


class EISapp(tk.Tk):

    def __init__(self, *args, **kwargs):
        tk.Tk.__init__(self, *args, **kwargs)
        tk.Tk.wm_title(self, "EIS + CV Analyser")


        container = tk.Frame(self)
        container.pack(pady=10,padx=10, side="top", fill="both", expand = True)
        container.grid_rowconfigure(0, weight=1)
        container.grid_columnconfigure(0, weight=1)

        self.frames = {}


        for F in (menu_page, nyquist_page, bode_page, randles_page):

            frame = F(container, self)

            self.frames[F] = frame

            frame.grid(row=0, column=0, sticky="nsew")

        self.show_frame(menu_page)

    def show_frame(self, cont):

        frame = self.frames[cont]
        frame.tkraise()




class menu_page(tk.Frame):

    def __init__(self, parent, controller):
        tk.Frame.__init__(self,parent)
        label = tk.Label(self, text="Menu", font=LARGE_FONT)
        label.pack(pady=10,padx=10)

        import_button = ttk.Button(self, text="Import EIS data file", command=lambda: import_EIS_data())
        import_button.pack()

        nyquist_button = ttk.Button(self, text="Nyquist Plot", command=lambda: controller.show_frame(nyquist_page))
        nyquist_button.pack()

        bode_button = ttk.Button(self, text="Bode Plot", command=lambda: controller.show_frame(bode_page))
        bode_button.pack()

        randles_button = ttk.Button(self, text="Randles Plot", command=lambda: controller.show_frame(randles_page))
        randles_button.pack()



class nyquist_page(tk.Frame):

    def __init__(self, parent, controller):        
        tk.Frame.__init__(self, parent)
        label = tk.Label(self, text="Nyquist Plot", font=LARGE_FONT)
        label.pack(pady=10,padx=10)

        menu_button = ttk.Button(self, text="Menu", command=lambda: controller.show_frame(menu_page))
        menu_button.pack()

        refresh_button = ttk.Button(self, text="Refresh", command=lambda: refresh_plots())
        refresh_button.pack()

        canvas = FigureCanvasTkAgg(fig_nyquist, self)
        canvas.show()
        canvas.get_tk_widget().pack(side=tk.BOTTOM, fill=tk.BOTH, expand=True)

        toolbar = NavigationToolbar2TkAgg(canvas, self)
        toolbar.update()

class bode_page(tk.Frame):

    def __init__(self, parent, controller):
        tk.Frame.__init__(self, parent)
        label = tk.Label(self, text="Bode Plot", font=LARGE_FONT)
        label.pack(pady=10,padx=10)

        menu_button = ttk.Button(self, text="Menu", command=lambda: controller.show_frame(menu_page))
        menu_button.pack()

        canvas = FigureCanvasTkAgg(fig_bode, self)
        canvas.show()
        canvas.get_tk_widget().pack(side=tk.BOTTOM, fill=tk.BOTH, expand=True)

        toolbar = NavigationToolbar2TkAgg(canvas, self)
        toolbar.update()

class randles_page(tk.Frame):

    def __init__(self, parent, controller):
        tk.Frame.__init__(self, parent)
        label = tk.Label(self, text="Randles Plot", font=LARGE_FONT)
        label.pack(pady=10,padx=10)

        menu_button = ttk.Button(self, text="Menu", command=lambda: controller.show_frame(menu_page))
        menu_button.pack()

        canvas = FigureCanvasTkAgg(fig_randles, self)
        canvas.show()
        canvas.get_tk_widget().pack(side=tk.BOTTOM, fill=tk.BOTH, expand=True)

        toolbar = NavigationToolbar2TkAgg(canvas, self)
        toolbar.update()

def import_EIS_data():
    global EIS_df    
    try:
        filename = askopenfilename(defaultextension='.txt', filetypes=[('txt file','*.txt'), ('All files','*.*')]) # show an "Open" dialog box and return the path to the selected file 

        data_table = pd.read_table(filename, index_col=False, skiprows=headers_footers(filename)[0], skip_footer=headers_footers(filename)[1], names=['Temperature', 'Frequency', 'Raw Amplitude', 'Z1', 'Z2', 'Time', 'Gain level'] )

        # Convert Frequency values from kHz to Hz
        data_table['Frequency'] = data_table['Frequency'] * 1000;

        # Delete Unnecessary Columns
        data_table = data_table.drop(['Temperature', 'Gain level', 'Raw Amplitude', 'Time'], axis=1); # axis=1 selects "vertical axis" (i.e. columns instead of rows)

        # Adds calculated values of impedance modulus and angle
        data_table['Z'] = np.sqrt(data_table['Z1']**2 + data_table['Z2']**2);
        data_table['Angle'] = np.degrees( np.arctan( -data_table['Z2'] / data_table['Z1'] ) );

        EIS_df = EIS_df.append(data_table)
        refresh_plots()

    except:
        quit()




def nyquist_plot(Z1, Z2, plot_axes=None):
    if plot_axes == None:
        plot_axes = plt.subplot(111)
    if not EIS_df.empty:
        plot_axes.plot(Z1, Z2)
        plot_axes.set_xlabel('$\Re(Z)$')
        plot_axes.set_ylabel('$\Im(Z)$')  
        plot_axes.set_xlim([0, 800]);
        plot_axes.set_ylim([-800, 0]);

def bode_plot(freq, Z, angle, imped_axis=None):

    if imped_axis == None:
        imped_axis = plt.subplot(111)
    if not EIS_df.empty:    
        handle_imped, = imped_axis.plot(freq, Z, label="Impedance")
        imped_axis.set_xlabel('$Frequency$ $(Hz)$')
        imped_axis.set_ylabel('$|Z|$')
        imped_axis.semilogx()
        imped_axis.semilogy()
        imped_axis.legend(loc=2)

    #    imped_axis.set_xlim([0, 1E7]);
    #    imped_axis.set_ylim([1E-1, 1E5]);

        angle_axis = imped_axis.twinx();
        handle_angle, = angle_axis.plot(freq, angle, plot_colors[1], label="Angle", linestyle='--');

        #Configure plot design    
        angle_axis.set_ylabel(r"$\theta$ $(^{\circ}) $")
    #    angle_axis.semilogx()
        angle_axis.grid('off')
        angle_axis.set_ylim([0, 90]);
        angle_axis.legend(loc=1, handlelength=3.6)


def randles_plot(freq, Z1, Z2, plot_axes=None):
    if plot_axes == None:
        plot_axes = plt.subplot(111)
    if not EIS_df.empty:
        plot_axes.plot(1/(np.pi*np.sqrt(freq)),Z1, label='$\Re(Z)$')
        plot_axes.plot(1/(np.pi*np.sqrt(freq)),-Z2, label='$\Im(Z)$')
        plot_axes.legend(loc=2)
        plot_axes.set_xlabel('$(\sqrt{\omega})^{-1}$')
        plot_axes.set_ylabel('$Impedance$') 


def refresh_plots():
    nyquist_plot(EIS_df.Z1, EIS_df.Z2, plot_axes_nyquist)
    fig_nyquist.tight_layout()

    bode_plot(EIS_df.Frequency, EIS_df.Z, EIS_df.Angle, plot_axes_bode)
    fig_bode.tight_layout()    

    randles_plot(EIS_df.Frequency, EIS_df.Z1, EIS_df.Z2, plot_axes_randles)
    fig_randles.tight_layout()


EIS_df = pd.DataFrame(columns=['Frequency', 'Z1', 'Z2', 'Z', 'Angle'] )
app = EISapp()
app.mainloop()
</code></pre>

<p>Call the <code>draw()</code> method of the canvas.</p>

python matplotlib tkinter tkinter-canvas