maps.chandlerswift.com/layers/chains/menards/get_data.py

#!/usr/bin/env python3

import requests
import re
import json

# Stolen from my machine, appears to work; sufficient and necessary to get
# around their firewall apparently? Last time this didn't work, so I wonder if
# their protections get stronger as I make more requests. Hopefully not!
UA={
    "User-Agent": 'Mozilla/5.0 (X11; Linux x86_64; rv:109.0) Gecko/20100101 Firefox/114.0'
}

res = requests.get('https://www.menards.com/store-details/locator.html', headers=UA)

content = res.text

# # For debugging, only fetch the above once; then cache it:
# with open('temp.txt', 'w') as f:
#     f.write(content)

# ...and re-open it each time
# with open('temp.txt') as f:
#     content = f.read()
try:
    raw_initial_store_data = re.search(r'data-initial-stores="([^"]*)"', content)[1]
except:
    print(content)
    raise SystemExit

menardses = json.loads(raw_initial_store_data.replace(""", '"'))

stores = []
for menards in menardses:
    stores.append({
        "type": "Feature",
        "geometry": {
            "type": "Point",
            "coordinates": [float(menards['longitude']), float(menards['latitude'])], # yes, [lon, lat] since it's [x, y]
        },
        "properties": {
            'address': menards['street'].title(),
            'city': menards['city'].title(),
            'state': menards['state'],
            'zip': menards['zip'],
            'website': f"https://www.menards.com/store-details/store.html?store={menards['number']}",
        },
    })

geojson = {
    "type": "FeatureCollection",
    "features": stores,
}

with open("data.geojson", "w") as f:
    f.write(json.dumps(geojson))

print(f"{len(menardses)} locations found")