django is there a way to annotate nested object?

django, django-orm

Solution

You can make use of `Prefetch` class:

from django.db.models import Count, Prefetch

posts = Post.objects.all().prefetch_related(Prefetch('user', User.objects.annotate(fc=Count('my_friends1'))))

for post in posts:
    print(post.subject)
    print(post.user.fc)

NB : this does two database queries (Django does the join between Post and User in this case) :

'SELECT "myapp_post"."id", "myapp_post"."subject", "myapp_post"."user_id" FROM "myapp_post"


'SELECT "myapp_user"."id", "myapp_user"."password", "myapp_user"."last_login", "myapp_user"."is_superuser", "myapp_user"."username", "myapp_user"."first_name", "myapp_user"."last_name", "myapp_user"."email", "myapp_user"."is_staff", "myapp_user"."is_active", "myapp_user"."date_joined", COUNT("myapp_friend"."id") AS "fc" FROM "myapp_user" LEFT OUTER JOIN "myapp_friend" ON ("myapp_user"."id" = "myapp_friend"."user1_id") WHERE "myapp_user"."id" IN (3, 4) GROUP BY "myapp_user"."id", "myapp_user"."password", "myapp_user"."last_login", "myapp_user"."is_superuser", "myapp_user"."username", "myapp_user"."first_name", "myapp_user"."last_name", "myapp_user"."email", "myapp_user"."is_staff", "myapp_user"."is_active", "myapp_user"."date_joined"

Problem

I have the following situation. I have three models, Post, User and Friends. ``` class User(models.Model): name = models.CharField(max_length=100) class Friend(models.Model): user1 = models.ForeignKey(User,related_name='my_friends1') user2 = models.ForeignKey(User,related_name='my_friends2') class Post(models.Model): subject = models.CharField(max_length=100) user = models.ForeignKey(User) ``` Every time I bring users, I want to bring the number of his friends: ``` User.objects.filter(name__startswith='Joe').annotate(fc=Count('my_friends1')) ``` This works fine. However, I want to make this work when I bring the users as nested objects of Post. I'm using there select_related to minimized DB calls, so I want to do something like: ``` Post.objects.filter(subject='sport').select_related('user').annotate(user__fc=Count('user__my_friends1')) ``` However, this creates field user__fc under post, and not field fc under `post.user`. Is there a way to achieve this functionality?

Original source