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python - cx_Freeze converted GUI-app (tkinter) crashes after pressing plot button

I've been dealing with this for days now and hope to find some help. I developed a GUI-application with imported modules tkinter, numpy, scipy, matplotlib, which runs fine in python itself. After having converted to an exe everything works as expected, but NOT the matplotlib section. When I press my defined plot button, the exe simply closes and doesn't show any plots. So I thought to make a minimal example, where I simply plot a sin-function and I'm facing the same issue: Works perfect in python, when converting it to an exe it crashes when pressing the plot button. Here is the minimal example:

import tkinter as tk
import matplotlib.pyplot as plt
import numpy as np

class MainWindow(tk.Frame):
    def __init__(self):
        tk.Frame.__init__(self,bg='#9C9C9C',relief="flat", bd=10)
        self.place(width=x,height=y)
        self.create_widgets()

    def function(self):
        datax = np.arange(-50,50,0.1)
        datay = np.sin(datax)
        plt.plot(datax,datay)
        plt.show()

    def create_widgets(self):
        plot = tk.Button(self, text='PLOT', command=self.function)
        plot.pack()


x,y=120,300
root=tk.Tk()
root.geometry(str(x)+"x"+str(y))
app = MainWindow()
app.mainloop()

And here is my corresponding setup.py for converting with cx_Freeze:

import cx_Freeze
import matplotlib
import sys
import numpy
import tkinter

base = None

if sys.platform == "win32":
    base = "Win32GUI"

executables = [cx_Freeze.Executable("test.py", base=base)]


build_exe_options = {"includes":   ["matplotlib.backends.backend_tkagg","matplotlib.pyplot",
                             "tkinter.filedialog","numpy"],
                     "include_files":[(matplotlib.get_data_path(), "mpl-data")],
                     "excludes":[],
                    }

cx_Freeze.setup(
    name = "test it",
    options = {"build_exe": build_exe_options},
    version = "1.0",
    description = "I test it",
    executables = executables)

Any ideas that might solve the issue are highly appreciated. I'm working on a 64-bit Windows10 machine and I'm using the WinPython Distribution with Python 3.4.3.

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I found a potential solution (or at least an explanation) for this problem while testing PyInstaller with the same test.py. I received error message about a dll file being missing, that file being mkl_intel_thread.dll.

I searched for that file and it was found inside numpy folder. I copied files matching mkl_*.dll and also libiomp5md.dll to the same directory where the test.exe created by python setup.py build was. After this the minimal test.exe showed the matplotlib window when pressing the plot button.

The files were located in folder libsite-packages umpycore.


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