Add functionality for drawing folium.Maps

- this code is not unit-tested due to the complexity involving
  interactive `folium.Map`s => visual checks give high confidence
This commit is contained in:
Alexander Hess 2021-01-26 17:07:50 +01:00
commit 4b6d92958d
Signed by: alexander
GPG key ID: 344EA5AB10D868E0
12 changed files with 714 additions and 13 deletions

View file

@ -1,9 +1,14 @@
"""Provide the ORM's `City` model."""
from __future__ import annotations
import folium
import sqlalchemy as sa
from sqlalchemy import orm
from sqlalchemy.dialects import postgresql
from urban_meal_delivery import config
from urban_meal_delivery import db
from urban_meal_delivery.db import meta
from urban_meal_delivery.db import utils
@ -94,3 +99,152 @@ class City(meta.Base):
The city borders refer to the Google Maps viewport.
"""
return self.northeast.northing - self.southwest.northing
def clear_map(self) -> City: # pragma: no cover
"""Create a new `folium.Map` object aligned with the city's viewport.
The map is available via the `.map` property. Note that it is a
mutable objects that is changed from various locations in the code base.
Returns:
self: enabling method chaining
""" # noqa:DAR203
self._map = folium.Map(
location=[self.center_latitude, self.center_longitude],
zoom_start=self.initial_zoom,
)
return self
@property # pragma: no cover
def map(self) -> folium.Map: # noqa:WPS125
"""A `folium.Map` object aligned with the city's viewport.
See docstring for `.clear_map()` for further info.
"""
if not hasattr(self, '_map'): # noqa:WPS421 note:d334120e
self.clear_map()
return self._map
def draw_restaurants( # noqa:WPS231
self, order_counts: bool = False, # pragma: no cover
) -> folium.Map:
"""Draw all restaurants on the`.map`.
Args:
order_counts: show the number of orders
Returns:
`.map` for convenience in interactive usage
"""
# Obtain all primary `Address`es in the city that host `Restaurant`s.
addresses = ( # noqa:ECE001
db.session.query(db.Address)
.filter(
db.Address.id.in_(
db.session.query(db.Address.primary_id) # noqa:WPS221
.join(db.Restaurant, db.Address.id == db.Restaurant.address_id)
.filter(db.Address.city == self)
.distinct()
.all(),
),
)
.all()
)
for address in addresses:
# Show the restaurant's name if there is only one.
# Otherwise, list all the restaurants' ID's.
restaurants = ( # noqa:ECE001
db.session.query(db.Restaurant)
.join(db.Address, db.Restaurant.address_id == db.Address.id)
.filter(db.Address.primary_id == address.id)
.all()
)
if len(restaurants) == 1:
tooltip = f'{restaurants[0].name} (#{restaurants[0].id})' # noqa:WPS221
else:
tooltip = 'Restaurants ' + ', '.join( # noqa:WPS336
f'#{restaurant.id}' for restaurant in restaurants
)
if order_counts:
# Calculate the number of orders for ALL restaurants ...
n_orders = ( # noqa:ECE001
db.session.query(db.Order.id)
.join(db.Address, db.Order.pickup_address_id == db.Address.id)
.filter(db.Address.primary_id == address.id)
.count()
)
# ... and adjust the size of the red dot on the `.map`.
if n_orders >= 1000:
radius = 20 # noqa:WPS220
elif n_orders >= 500:
radius = 15 # noqa:WPS220
elif n_orders >= 100:
radius = 10 # noqa:WPS220
elif n_orders >= 10:
radius = 5 # noqa:WPS220
else:
radius = 1 # noqa:WPS220
tooltip += f' | n_orders={n_orders}' # noqa:WPS336
address.draw(
radius=radius,
color=config.RESTAURANT_COLOR,
fill_color=config.RESTAURANT_COLOR,
fill_opacity=0.3,
tooltip=tooltip,
)
else:
address.draw(
radius=1, color=config.RESTAURANT_COLOR, tooltip=tooltip,
)
return self.map
def draw_zip_codes(self) -> folium.Map: # pragma: no cover
"""Draw all addresses on the `.map`, colorized by their `.zip_code`.
This does not make a distinction between restaurant and customer addresses.
Also, due to the high memory usage, the number of orders is not calculated.
Returns:
`.map` for convenience in interactive usage
"""
# First, create a color map with distinct colors for each zip code.
all_zip_codes = sorted(
row[0]
for row in db.session.execute(
f""" -- # noqa:S608
SELECT DISTINCT
zip_code
FROM
{config.CLEAN_SCHEMA}.addresses
WHERE
city_id = {self.id};
""",
)
)
cmap = utils.make_random_cmap(len(all_zip_codes), bright=False)
colors = {
code: utils.rgb_to_hex(*cmap(index))
for index, code in enumerate(all_zip_codes)
}
# Second, draw every address on the `.map.
for address in self.addresses:
# Non-primary addresses are covered by primary ones anyway.
if not address.is_primary:
continue
marker = folium.Circle( # noqa:WPS317
(address.latitude, address.longitude),
color=colors[address.zip_code],
radius=1,
)
marker.add_to(self.map)
return self.map