Folium Map not displaying in PDF output

Question

I am trying to generate a PDF file from a Folium map using the weasyprint package in Python. I have the following code:

import folium
from weasyprint import HTML

def generate_map_html(lat: float, lon: float):
    """
    Generate a map HTML
    """

    # Generate map
    m = folium.Map(location=[lat, lon], zoom_start=15)

    # Add marker
    folium.Marker([lat, lon], popup='Property Location').add_to(m)

    # Save map to html
    map_html = m._repr_html_()

    return map_html

map_location = generate_map_html(33.589886, -7.603869)

html = HTML(string=map_location)

# save html to pdf
pdf = html.write_pdf()

with open('out/output.pdf', 'wb') as f:
    f.write(pdf)

The PDF file is generated successfully, but instead of the map, I see the text "Make this Notebook Trusted to load map: File -> Trust Notebook".

How can I fix this issue and get the map to display in the PDF output?

The pdf output