import requests
from requests.auth import HTTPBasicAuth
from urllib.parse import urlencode
from io import BytesIO
import geopandas

# set host, like http://localhost:8000, to where your Data Hub is running
HOST = ""
# in case of basic auth set to HTTPBasicAuth('user', 'password')
AUTH = None
# API TOKEN
TOKEN = ""

q = {
    "shape_type": "region",

    # Simplify geometry to reduce complexity/size in unit of Shapes,
    # for WGS84 degree: 0.001 ~> 111.3m
    # https://shapely.readthedocs.io/en/latest/manual.html#object.simplify
    # "simplify": 0.01
}
response = requests.get(
    f"{HOST}/api/shapes/geometry/?{urlencode(q)}",
    headers={"Authorization": f"Bearer {TOKEN}"},
    auth=AUTH,
)
if response.status_code == 200:
    region_gdf = geopandas.read_file(BytesIO(response.content))
    d = response.json()
else:
    raise Exception(f"Request failed ({response.status_code}): {response.text}")