PyInstaller and MatplotLib export to PDF

Dear Matplotlib users. Found this problem with my project

Matplotlib and Tkinter based application with export to PDF works great until you compile it to Exe file by PyInstaller. So I made simple app that show the problem:

When execute Exe file and try to export pdf file - program drop this error text to console:
ModuleNotFoundError: No module named ‘matplotlib.backends.backend_pdf’
Importing this “matplotlib.backends.backend_pdf” module in code does not help

#pyInstaller.exe SaveToPdfApp.py --onedir --noconsole --noconfirm --noupx --console
import tkinter as tk
from tkinter import filedialog
from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg
import matplotlib.pyplot as plt
import numpy as np
#from matplotlib.backends.backend_pdf import PdfPages

def save_plot_as_pdf():
    file_path = filedialog.asksaveasfilename(defaultextension=".pdf", filetypes=[("PDF files", "*.pdf")])
    if file_path:
        #with PdfPages(file_path) as pdf:
            #pdf.savefig(figure)
        figure.savefig(file_path, format="pdf")
        print(f"Plot saved as {file_path}")

root = tk.Tk()
root.title("Matplotlib Plot in Tkinter")

x = np.linspace(0, 10, 100)
y = np.sin(x)

figure = plt.Figure(figsize=(6, 4), dpi=100)
ax = figure.add_subplot(111)
ax.plot(x, y, label="Sine wave")
ax.set_title("Simple Sine Wave Plot")
ax.set_xlabel("X-axis")
ax.set_ylabel("Y-axis")
ax.legend()

canvas = FigureCanvasTkAgg(figure, root)
canvas.get_tk_widget().pack(side=tk.TOP, fill=tk.BOTH, expand=1)

save_button = tk.Button(root, text="Save as PDF", command=save_plot_as_pdf)
save_button.pack(side=tk.BOTTOM)

root.mainloop()

This seems like more of a PyInstaller issue; probably you need to configure it to include more files somehow.

This is clear. But how? Some time ago i found same problem with OpenCV. He has been resolved by new versions of OpenCV/PyInstaller (the problem just disappeared)

Well, what I was implying there is it would probably be best to ask the PyInstaller people.