Create a random spatial point within specific distance (in meter) of a given point.

geo.py

from random import random
from math import cos, pi, radians, degrees, sin, sqrt

METER_PER_DEGREE = 111_139


def generate_location_near(*, lat: float, lng: float, distance: float) -> tuple[float, float]:
    lat_radian, lng_radian = radians(lat), radians(lng)
    w, t = (distance / METER_PER_DEGREE) * sqrt(random()), 2 * pi * random()

    pos_lat_radian, pos_lng_radian = (
        w * sin(t) + lat_radian,
        (w * cos(t)) / cos(lat_radian) + lng_radian
    )

    return (
        degrees(pos_lat_radian),
        degrees(pos_lng_radian)
    )