Why I cannot use matplotlib and tkinter in a class - python

I am having problems using matplotlib and tkinter at the same time.
I am trying to create a matplot graphic with radio buttons and embed it in tkinter
Following some examples and documentation over the Internet, I have created the following code:
import random
import matplotlib
import tkinter as Tk
import matplotlib.pyplot as plt
from matplotlib.widgets import RadioButtons
from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg
matplotlib.use('TkAgg')
root = Tk.Tk()
root.wm_title("Embedding in TK")
class TKInterGUI():
def __init__(self, master,fig):
self.fig = fig
self.master = master
def test(self):
canvas = FigureCanvasTkAgg(self.fig[0], self.master)
canvas.get_tk_widget().pack(side=Tk.TOP, fill=Tk.BOTH, expand=1)
ax = self.fig[0].add_axes([0.10, 0.7, 0.15, 0.15],facecolor='yellow')
r = RadioButtons(ax, ('2 Hz', '4 Hz', '0 Hz'))
fig = []
fig.append(plt.Figure(figsize=(5,5), dpi=100))
my_gui = TKInterGUI(root,fig)
my_gui.test()
Tk.mainloop()
This code generate the graphic and the radio buttons like intended. BUT the radio buttons do not work. They get completely irresponsive.
Now if I change the radio Button code to the main program like the code bellow, it all works fine:
import random
import matplotlib
import tkinter as Tk
import matplotlib.pyplot as plt
from matplotlib.widgets import RadioButtons
from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg
matplotlib.use('TkAgg')
root = Tk.Tk()
root.wm_title("Embedding in TK")
class TKInterGUI():
def __init__(self, master,fig):
self.fig = fig
self.master = master
def test(self):
canvas = FigureCanvasTkAgg(self.fig[0], self.master)
canvas.get_tk_widget().pack(side=Tk.TOP, fill=Tk.BOTH, expand=1)
fig = []
fig.append(plt.Figure(figsize=(5,5), dpi=100))
my_gui = TKInterGUI(root,fig)
my_gui.test()
ax = fig[0].add_axes([0.10, 0.7, 0.15, 0.15],facecolor='yellow')
r = RadioButtons(ax, ('2 Hz', '4 Hz', '0 Hz'))
Tk.mainloop()
Can anyone explain why the first code does not work, but the second one does?

Related

combobox is taking focus

I have a problem that i really cannot solve. It's been hours of searching. I have this simple tkinter window with one combobox, one figure on a FigureCanvasTkAgg and a Matplotlib TextBox. The thing is that i want to print something on console when i press Enter (on the TextBox). I do this by using text_box.on_submit() command. TextBox can be found here Matplotlib Widgets. If i don't touch the combobox, it works well. However when i pick something (an option) from combobox, it takes focus and enter (sumbit command) does not work for the TextBox. I cant event write on the TextBox but instead when i type i write on the combobox. And even if i click on the TextBox, i can't solve it...
import tkinter as tk
from tkinter import ttk
from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg
import matplotlib.pyplot as plt
from matplotlib.widgets import TextBox
win = tk.Tk()
fig,ax = plt.subplots()
ax.plot([1,7,3,6,9,3,6])
canvas = FigureCanvasTkAgg(fig, master=win)
canvas.get_tk_widget().pack()
canvas.draw()
textboxax = plt.axes([0.92, 0.35, 0.06, 0.07])
text_box = TextBox(textboxax, '', initial='',color='gray',hovercolor='white')
text_box.on_submit(lambda x: print('helloo'))
cb = ttk.Combobox(win,values=['red','white','black','yellow','blue'])
cb.pack()
win.mainloop()
The simplest way to overcome this might be to set focus to the widget that is clicked using .focus_set()
Here is an example:
import tkinter as tk
from tkinter import ttk
from matplotlib.figure import Figure
from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg
import matplotlib.pyplot as plt
from matplotlib.widgets import TextBox
def focus_widget(event):
event.widget.focus_set()
win = tk.Tk()
win.bind('<Button>', focus_widget)
fig,ax = plt.subplots()
ax.plot([1,7,3,6,9,3,6])
canvas = FigureCanvasTkAgg(fig, master=win)
canvas.get_tk_widget().pack()
canvas.draw()
textboxax = plt.axes([0.92, 0.35, 0.06, 0.07])
text_box = TextBox(textboxax, '', initial='',color='gray',hovercolor='white')
text_box.on_submit(lambda x: print('helloo'))
cb = ttk.Combobox(win,values=['red','white','black','yellow','blue'])
cb.pack()
win.mainloop()

How can I update a heatmap on a GUI when I change the input values

I am trying to display a GUI with a heatmap and scales/sliders with the scales/sliders changing the values in the heatmap.
I can display the heatmap and sliders and can read from the sliders but I cannot get the heat map to update after I have moved the sliders.
I have tried putting the code (I think) updates the heatmap in a function which is called whenever the scale/slider is moved but I am clearly missing something.
import tkinter
from tkinter import ttk
from tkinter import *
from tkinter.ttk import *
from tkinter import messagebox
import numpy as np
import matplotlib.pyplot as plt
from matplotlib.widgets import Slider
from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg
def myFunc(value):
print (mySlider.get())
array[1][2]=mySlider.get()
#I think I need to put something here to update the heatmap when the
#scale/slider is changed but do not know what
figure, ax = plt.subplots()
ax.imshow(array)
canvas.get_tk_widget().pack()
root = tkinter.Tk()
root.title("Something")
array = ([[1,2,3,4],
[3,9,1,5],
[8,4,1,7],
[2,4,9,1]])
figure, ax = plt.subplots()
ax.imshow(array)
canvas = plt.Figure()
canvas = FigureCanvasTkAgg(figure, root)
canvas.get_tk_widget().pack()
mySlider = tkinter.Scale(root, from_=0, to=15, orient=HORIZONTAL, command=myFunc)
mySlider.pack()
Like this:
import tkinter as tk
import matplotlib.pyplot as plt
from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg
def myFunc(value):
print (mySlider.get())
array[1][2]=mySlider.get()
im.set_array(array)
canvas.draw()
root = tk.Tk()
root.title("Something")
array = ([[1,2,3,4],
[3,9,1,5],
[8,4,1,7],
[2,4,9,1]])
figure, ax = plt.subplots()
im = ax.imshow(array)
canvas = FigureCanvasTkAgg(figure, root)
canvas.get_tk_widget().pack()
mySlider = tk.Scale(root, from_=0, to=15, orient=tk.HORIZONTAL, command=myFunc)
mySlider.pack()
root.mainloop()
However tkinter is not needed here. matplotlib has a slider built in (I assume you know since you imported it) which is a lot easier to implement:
import matplotlib.pyplot as plt
from matplotlib.widgets import Slider
def myFunc(value):
array[1][2]=value
im.set_array(array)
array = ([[1,2,3,4],
[3,9,1,5],
[8,4,1,7],
[2,4,9,1]])
figure, ax = plt.subplots()
im = ax.imshow(array)
ax_slider = plt.axes([0.1, 0.1, 0.8, 0.03]) # [left, bottom, width, height]
slide = Slider(ax_slider, '', 0, 15, valinit=0)
slide.on_changed(myFunc)
plt.show()

How to realise matplotlib line picker by using opencv?

I would like to pick lines that have been drawn on an image by using cv2.line and do something with them. To realise that I had a look on matplotlibs picker and even found a good example here. As I am going to use tkinter for GUI I added it to my MWE.
Code from example which works fine:
import sys
if sys.version_info[0] < 3:
import Tkinter as Tk
else:
import tkinter as Tk
from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg
import matplotlib.pyplot as plt
import numpy as np
root = Tk.Tk()
root.iconify()
x = np.linspace(0, 10, 100)
fig, ax = plt.subplots()
for i in range(1, 10):
ax.plot(x, i * x + x, picker=5)
canvas = FigureCanvasTkAgg(fig, master=root)
canvas.get_tk_widget().pack(side=Tk.TOP, fill=Tk.BOTH, expand=1)
canvas._tkcanvas.pack(side=Tk.TOP, fill=Tk.BOTH, expand=1)
def on_pick(event):
event.artist.set_visible(not event.artist.get_visible())
fig.canvas.draw()
fig.canvas.callbacks.connect('pick_event', on_pick)
root.mainloop()
Now my code using OpenCV which does not work:
import sys
if sys.version_info[0] < 3:
import Tkinter as Tk
else:
import tkinter as Tk
from matplotlib.figure import Figure
from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg
import numpy as np
import cv2
root = Tk.Tk()
root.iconify()
img = np.zeros([100,100,3],dtype=np.uint8)
img.fill(255)
cv2.line(img,(10,10),(60,90),(100,149,237),2)
fig = Figure()
ax = fig.add_subplot(111)
ax.set_aspect('equal')
ax.plot()
ax.imshow(img)
canvas = FigureCanvasTkAgg(fig, master=root)
canvas.get_tk_widget().pack(side=Tk.TOP, fill=Tk.BOTH, expand=1)
canvas._tkcanvas.pack(side=Tk.TOP, fill=Tk.BOTH, expand=1)
def onpick1(event):
event.artist.set_visible(not event.artist.get_visible())
fig.canvas.draw()
fig.canvas.callbacks.connect('pick_event', onpick1)
root.mainloop()
In both examples onpick1 should set the lines visibility on or off by a single mouse click but it doesn't. My assumption is that it has something to do with the way it is plotted or how I draw the lines (ax.plt vs cv2.line). I would be very happy about any help. Thanks!

Embedding a matplotlib animation into a tkinter frame

For a project I am working on a simple harmonic motion simulator (How a mass oscillates over time). I have got the data produced correctly and already have a graph produced within a tkinter frame work. At the moment it only shows a static graph where my objective is to display the graph as an animation over time.
So for ease sake I have created a mock up of the programme using the following code:
#---------Imports
from numpy import arange, sin, pi
from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg
from matplotlib.figure import Figure
import tkinter as Tk
from tkinter import ttk
import numpy as np
import matplotlib.pyplot as plt
import matplotlib.animation as animation
#---------End of imports
fig, ax = plt.subplots()
x = np.arange(0, 2*np.pi, 0.01) # x-array
line, = ax.plot(x, np.sin(x))
def animate(i):
line.set_ydata(np.sin(x+i/10.0)) # update the data
return line,
ani = animation.FuncAnimation(fig, animate, np.arange(1, 200), interval=25, blit=False)
#plt.show() #What I want the object in tkinter to appear as
root = Tk.Tk()
label = ttk.Label(root,text="SHM Simulation").grid(column=0, row=0)
canvas = FigureCanvasTkAgg(fig, master=root)
canvas.show()
canvas.get_tk_widget().grid(column=0,row=1)
Tk.mainloop()
This code will display the animation that I want in the tkinter frame work when the plt.show() is uncommented. I would like to be able to place that animation within the framework of tkinter.
I have also been on the matplotlib website and viewed all of the animation examples and none of them have helped. I have also looked on Embedding an animated matplotlib in tk and that has placed the tkinter button within pyplot figure, whereas I would like to place the figure within a tkinter frame.
So just to clarify, I would like to be able to place the animation produced when plt.show() is uncommented in a tkinter frame, ie root = tk().
I modified your code:
#---------Imports
from numpy import arange, sin, pi
from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg
from matplotlib.figure import Figure
import tkinter as Tk
import numpy as np
import matplotlib.pyplot as plt
import matplotlib.animation as animation
#---------End of imports
fig = plt.Figure()
x = np.arange(0, 2*np.pi, 0.01) # x-array
def animate(i):
line.set_ydata(np.sin(x+i/10.0)) # update the data
return line,
root = Tk.Tk()
label = Tk.Label(root,text="SHM Simulation").grid(column=0, row=0)
canvas = FigureCanvasTkAgg(fig, master=root)
canvas.get_tk_widget().grid(column=0,row=1)
ax = fig.add_subplot(111)
line, = ax.plot(x, np.sin(x))
ani = animation.FuncAnimation(fig, animate, np.arange(1, 200), interval=25, blit=False)
Tk.mainloop()
Based on the answer of user151522 that didnt work for me at the first try, i made a few modifications to work in python 3.7:
#---------Imports
from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg
import tkinter as tk
import numpy as np
import matplotlib.pyplot as plt
import matplotlib.animation as animation
#---------End of imports
from tkinter import Frame,Label,Entry,Button
class Window(Frame):
def __init__(self, master = None):
Frame.__init__(self, master)
self.master = master
self.init_window()
def Clear(self):
print("clear")
self.textAmplitude.insert(0, "1.0")
self.textSpeed.insert(0, "1.0")
def Plot(self):
self.v = float(self.textSpeed.get())
self.A = float(self.textAmplitude.get())
def animate(self,i):
self.line.set_ydata(self.A*np.sin(self.x+self.v*i)) # update the data
return self.line,
def init_window(self):
self.master.title("Use Of FuncAnimation in tkinter based GUI")
self.pack(fill='both', expand=1)
#Create the controls, note use of grid
self.labelSpeed = Label(self,text="Speed (km/Hr)",width=12)
self.labelSpeed.grid(row=0,column=1)
self.labelAmplitude = Label(self,text="Amplitude",width=12)
self.labelAmplitude.grid(row=0,column=2)
self.textSpeed = Entry(self,width=12)
self.textSpeed.grid(row=1,column=1)
self.textAmplitude = Entry(self,width=12)
self.textAmplitude.grid(row=1,column=2)
self.textAmplitude.insert(0, "1.0")
self.textSpeed.insert(0, "1.0")
self.v = 1.0
self.A = 1.0
self.buttonPlot = Button(self,text="Plot",command=self.Plot,width=12)
self.buttonPlot.grid(row=2,column=1)
self.buttonClear = Button(self,text="Clear",command=self.Clear,width=12)
self.buttonClear.grid(row=2,column=2)
self.buttonClear.bind(lambda e:self.Clear)
tk.Label(self,text="SHM Simulation").grid(column=0, row=3)
self.fig = plt.Figure()
self.x = 20*np.arange(0, 2*np.pi, 0.01) # x-array
self.ax = self.fig.add_subplot(111)
self.line, = self.ax.plot(self.x, np.sin(self.x))
self.canvas = FigureCanvasTkAgg(self.fig, master=self)
self.canvas.get_tk_widget().grid(column=0,row=4)
self.ani = animation.FuncAnimation(self.fig, self.animate, np.arange(1, 200), interval=25, blit=False)
root = tk.Tk()
root.geometry("700x400")
app = Window(root)
tk.mainloop()
This answer will hopefully be allowed. It is an answer to what I was actually interested in, when I initially found this question, that is, 'Embedding a Matplotlib animation into a tkinter based GUI'.
The code that gave the previous screenshot has been extended, in this code the canvas has been placed inside a class definition, together with some code for two command buttons, these buttons don't actually do "anything" but the structure is there for possible further development.
The following screenshot was produced with the aid of the extended code
A screenshot of the SHM animation running from within a tkinter based GUI
The extended code used for the above screenshot is given below.
from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg
import tkinter as tk
from tkinter import Frame,Label,Entry,Button
import numpy as np
import matplotlib.pyplot as plt
import matplotlib.animation as animation
class Window(Frame):
def __init__(self, master = None):
Frame.__init__(self, master)
self.master = master
self.init_window()
def Clear(self):
x=0
# def Plot(self):
# x=0
def init_window(self):
def animate(i):
self.line.set_ydata(np.sin(self.x+i/10.0)) # update the data
return self.line,
self.master.title("Use Of FuncAnimation in tkinter based GUI")
self.pack(fill='both', expand=1)
#Create the controls, note use of grid
self.labelSpeed = Label(self,text="Speed (km/Hr)",width=12)
self.labelSpeed.grid(row=0,column=1)
self.labelAmplitude = Label(self,text="Amplitude",width=12)
self.labelAmplitude.grid(row=0,column=2)
self.textSpeed = Entry(self,width=12)
self.textSpeed.grid(row=1,column=1)
self.textAmplitude = Entry(self,width=12)
self.textAmplitude.grid(row=1,column=2)
# self.buttonPlot = Button(self,text="Plot",command=self.Plot,width=12)
self.buttonPlot = Button(self,text="Plot",width=12)
self.buttonPlot.grid(row=2,column=1)
self.buttonClear = Button(self,text="Clear",command=self.Clear,width=12)
self.buttonClear.grid(row=2,column=2)
# self.buttonClear.bind(lambda e:self.Plot)
self.buttonClear.bind(lambda e:self.Clear)
tk.Label(self,text="SHM Simulation").grid(column=0, row=3)
self.fig = plt.Figure()
self.x = np.arange(0, 2*np.pi, 0.01) # x-array
self.ax = self.fig.add_subplot(111)
self.line, = self.ax.plot(self.x, np.sin(self.x))
self.canvas = FigureCanvasTkAgg(self.fig, master=self)
self.canvas.get_tk_widget().grid(column=0,row=4)
self.ani = animation.FuncAnimation(self.fig, animate, np.arange(1, 200), interval=25, blit=False)
root = tk.Tk()
root.geometry("700x400")
app = Window(root)
tk.mainloop()

Close a tkinter progressbar window while matplotlib window is open

I am writing a program that does some work and uses matplotlib to plot some data. This can take some time so I set up a progressbar using tkinter. Threading with tkinter was not that easy. I am running the progressbar in the main thread and my working stuff in a substhread. However I can not close the progressbar window after my work is done, because apparently matplotlib does something in the tk root window. I don't know what. I added a minimal example of what I am trying to do. Notice that removing the line "plotsomething()" makes it do what I want: close the progressbar after work is done.
Can you please help me figuring out how I can close the progressbar window without closing the matplotlib windows?
# coding = utf-8
import numpy as np
import matplotlib.pyplot as plt
import tkinter as tk
from tkinter import ttk
import threading, queue
import time
def MAIN():
PB = q.get()
for i in np.arange(10):
time.sleep(0.2)
print(i)
PB.step(10)
PB.update()
print("Done")
def plotsomething():
x = np.linspace(0,10,100)
y = np.sin(x)
plt.plot(x,y)
root = tk.Tk()
root.title("Progress")
PB = ttk.Progressbar(root, orient = "horizontal",length=300, mode = 'determinate')
PB.pack()
q = queue.Queue()
q.put(PB)
plotsomething()
T = threading.Thread(target=MAIN(), name="MAIN")
T.start()
T.join()
plt.show()
EDIT - SOLUTION: I am solving the problem now by drawing every window seperatly by using the matplotlib tk backend. Apparently PyPlot is interfering with the tkinter root windows. See tcaswell's comment for more details and hints. Thank you very much!
import numpy as np
import matplotlib
matplotlib.use('TkAgg')
from numpy import arange, sin, pi
from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg, NavigationToolbar2TkAgg
from matplotlib.figure import Figure
import tkinter as tk
from tkinter import ttk
import queue, threading, time
def center_window(window_parent, w=300, h=20):
# get screen width and height
ws = window_parent.winfo_screenwidth()
hs = window_parent.winfo_screenheight()
# calculate position x, y
x = (ws/2) - (w/2)
y = (hs/2) - (h/2)
window_parent.geometry('%dx%d+%d+%d' % (w, h, x, y))
def MAIN():
PB = q.get()
for i in np.arange(10):
time.sleep(0.2)
print(i)
PB.step(10)
PB.update()
print("Done")
root = tk.Tk()
root.wm_title("Embedding in TK")
f = Figure(figsize=(5,4), dpi=100)
a = f.add_subplot(111)
t = arange(0.0,3.0,0.01)
s = sin(2*pi*t)
a.plot(t,s)
a.set_title('Tk embedding')
a.set_xlabel('X axis label')
a.set_ylabel('Y label')
#a tk.DrawingArea
root2 = tk.Tk()
PB = ttk.Progressbar(root2, orient = "horizontal",length=300, mode = 'determinate')
PB.pack()
canvas = FigureCanvasTkAgg(f, master=root)
canvas.show()
canvas.get_tk_widget().pack(side=tk.TOP, fill=tk.BOTH, expand=1)
toolbar = NavigationToolbar2TkAgg( canvas, root )
toolbar.update()
canvas._tkcanvas.pack(side=tk.TOP, fill=tk.BOTH, expand=1)
root2.iconify()
root2.update()
root2.deiconify()
center_window(root2)
q = queue.Queue()
q.put(PB)
T = threading.Thread(target=MAIN(), name="MAIN")
T.start()
T.join()
root2.quit()
root2.destroy()
tk.mainloop()
You are getting conflicting gui-main loops between the TK you are starting and the TK that plt is start. If you want to use matplotlib with your own gui, you must embed it your self and you can not import pyplot. All the behind the scenes magic that makes the pyplot interface wonderful is what is messing you up here.
For a tutorial see here, for how mpl does the embedding see here.
Also see:
Unable to save matplotlib.figure Figure, canvas is None
Python Matplotlib runtime error upon closing the console
Matplotlib bar chart in a wx Frame instead of a new window

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