Let's say I have following models
class Foo(models.Model):
...
class Prop(models.Model):
...
class Bar(models.Model):
foo: models.ForeignKey(Foo, related_name='bars', ...)
prop: models.ForeignKey(Prop, ...)
Now I want to make the following query.
foos = Foo.objects.prefetch_related('bars__prop').all()
Does the above query makes 3 Database calls or only 2 (select_related for prop
from bar
), given that only one prop
is associated with bar
If it takes 3 calls then, is there a way to make it 2 calls by using selected_related for bar -> prop
select_related() “follows” foreign-key relationships, selecting additional related-object data when it executes its query. prefetch_related() does a separate lookup for each relationship and does the “joining” in Python.
Django offers a QuerySet method called select_related() that allows you to retrieve related objects for one-to-many relationships. This translates to a single, more complex QuerySet, but you avoid additional queries when accessing the related objects. The select_related method is for ForeignKey and OneToOne fields.
prefetch_related does a separate lookup for each relationship, and performs the “joining” in Python. It is different from select_related , the prefetch_related made the JOIN using Python rather than in the database. Let's dig into it with an example. We have 10 stores in the database and each store has 10 books.
A QuerySet is a collection of data from a database. A QuerySet is built up as a list of objects. QuerySets makes it easier to get the data you actually need, by allowing you to filter and order the data.
You can use the Prefetch
class to specify the queryset that is used in prefetch_related()
and this way combine it with select_related()
:
from django.db.models import Prefetch
bars = Bar.objects.select_related('prop')
foos = Foo.objects.prefetch_related(Prefetch('bars', queryset=bars)).all()
Note that this should be two queries, one for the Foo
objects and one for getting the related Bar
objects that are being joined in the same query with Prop
.
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