def test_time_dist_fixed_add_another():
time_dist = TimeDist('fixed', 1, unit='minutes', weight=1.0) \
+ TimeDist('fixed', 2, unit='minutes', weight=1.0) \
+ TimeDist('fixed', 3, unit='minutes', weight=1.0)
assert time_dist.random_variate() in (timedelta(minutes=1),
timedelta(minutes=2),
timedelta(minutes=3))
def test_time_dist_fixed_add_with_weight():
random.seed(0)
time_dist = TimeDist('fixed', 1, unit='minutes', weight=0.1) \
+ TimeDist('fixed', 2, unit='minutes', weight=0.9)
counter = Counter([time_dist.random_variate() for i in range(1_000)])
assert counter[timedelta(minutes=1)] == 114
assert counter[timedelta(minutes=2)] == 886
def test_time_dist_fixed():
time_dist = TimeDist('fixed', 1, unit='minutes')
assert time_dist.random_variate() == timedelta(minutes=1)
time_dist = TimeDist('norm', 16.0, 1.0, unit='hours')
restaurants = list([])
for i in range(num_restaurants):
lat, lng = random_lat_lng(51.5076, -0.0994, radius)
restaurants.append(Restaurant(f'Restaurant {i}', lat, lng))
customers = list([])
for j in range(num_customers):
lat, lng = random_lat_lng(lat, lng, radius)
customers.append(Customer(f'Customer {j}', lat, lng))
sessions = list([])
for customer in customers:
restaurant = random.choice(restaurants)
timestamp = time_dist.random_variate()
sessions.append(Session(customer.id, restaurant.id, timestamp))
couriers = list([])
for k in range(num_couriers):
lat, lng = random_lat_lng(lat, lng, radius)
couriers.append(Courier(f'Courier {k}', lat, lng))
assigner = RandomAssigner()
#assigner = MipAssigner()
metrics = [
DeliveryTime(),
NumberOfOrdersDelivered(),
CourierUtilisation(),
OrdersDeliveredPerHour(),