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ormar/docs_src/queries/docs008.py

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Python

import databases
import sqlalchemy
import ormar
from tests.settings import DATABASE_URL
database = databases.Database(DATABASE_URL, force_rollback=True)
metadata = sqlalchemy.MetaData()
class Company(ormar.Model):
class Meta:
tablename = "companies"
metadata = metadata
database = database
id: int = ormar.Integer(primary_key=True)
name: str = ormar.String(max_length=100)
founded: int = ormar.Integer(nullable=True)
class Car(ormar.Model):
class Meta:
tablename = "cars"
metadata = metadata
database = database
id: int = ormar.Integer(primary_key=True)
manufacturer = ormar.ForeignKey(Company)
name: str = ormar.String(max_length=100)
year: int = ormar.Integer(nullable=True)
gearbox_type: str = ormar.String(max_length=20, nullable=True)
gears: int = ormar.Integer(nullable=True)
aircon_type: str = ormar.String(max_length=20, nullable=True)
# build some sample data
toyota = await Company.objects.create(name="Toyota", founded=1937)
await Car.objects.create(manufacturer=toyota, name="Corolla", year=2020, gearbox_type='Manual', gears=5,
aircon_type='Manual')
await Car.objects.create(manufacturer=toyota, name="Yaris", year=2019, gearbox_type='Manual', gears=5,
aircon_type='Manual')
await Car.objects.create(manufacturer=toyota, name="Supreme", year=2020, gearbox_type='Auto', gears=6,
aircon_type='Auto')
# select manufacturer but only name - to include related models use notation {model_name}__{column}
all_cars = await Car.objects.select_related('manufacturer').exclude_fields(
['year', 'gearbox_type', 'gears', 'aircon_type', 'company__founded']).all()
for car in all_cars:
# excluded columns will yield None
assert all(getattr(car, x) is None for x in ['year', 'gearbox_type', 'gears', 'aircon_type'])
# included column on related models will be available, pk column is always included
# even if you do not include it in fields list
assert car.manufacturer.name == 'Toyota'
# also in the nested related models - you cannot exclude pk - it's always auto added
assert car.manufacturer.founded is None
# fields() can be called several times, building up the columns to select
# models selected in select_related but with no columns in fields list implies all fields
all_cars = await Car.objects.select_related('manufacturer').exclude_fields('year').exclude_fields(
['gear', 'gearbox_type']).all()
# all fiels from company model are selected
assert all_cars[0].manufacturer.name == 'Toyota'
assert all_cars[0].manufacturer.founded == 1937
# cannot exclude mandatory model columns - company__name in this example - note usage of dict/set this time
await Car.objects.select_related('manufacturer').exclude_fields([{'company': {'name'}}]).all()
# will raise pydantic ValidationError as company.name is required