CodexBloom - Programming Q&A Platform

Django QuerySet Caching implementing Prefetch Related and Async Views

πŸ‘€ Views: 74 πŸ’¬ Answers: 1 πŸ“… Created: 2025-07-08
django async prefetch_related Python

I'm updating my dependencies and Hey everyone, I'm running into an issue that's driving me crazy. I'm relatively new to this, so bear with me. I'm working with a question with Django when using `prefetch_related` in an async view with Django 3.2. I have a model structure where `Author` has many `Book` instances, and I need to fetch the authors and their books efficiently. However, I noticed that my queries seem slow, and I suspect that the results are being cached incorrectly when using `prefetch_related` in an `async` view. Here’s a simplified version of my models: ```python class Author(models.Model): name = models.CharField(max_length=100) class Book(models.Model): title = models.CharField(max_length=200) author = models.ForeignKey(Author, related_name='books', on_delete=models.CASCADE) ``` In my async view, I’m trying to fetch the authors with their respective books like this: ```python from django.shortcuts import render from django.http import JsonResponse from .models import Author async def authors_with_books(request): authors = await Author.objects.prefetch_related('books').all() response = [ {'name': author.name, 'books': [book.title for book in author.books.all()]} for author in authors ] return JsonResponse(response, safe=False) ``` When I run this, I'm working with a performance scenario. The database queries seem to be firing multiple times for each author rather than just once as I expected. The debug SQL output shows multiple SELECT statements, which leads me to believe that prefetching isn’t working as intended in the async context. Additionally, I get an behavior message related to caching when loading the page: ``` RuntimeError: You want to call this from an async context - use a thread or sync to call this function. ``` I've tried several combinations of using `sync_to_async` but still get unexpected behaviors where the data doesn't seem to be cached properly. How can I efficiently fetch the authors and their books using async views without running into query duplication? Are there best practices or patterns for using `prefetch_related` with async views in Django? Any insights would be helpful! This is part of a larger service I'm building. Has anyone else encountered this? Has anyone else encountered this? For reference, this is a production microservice. I'm open to any suggestions. My development environment is Ubuntu 22.04. What's the correct way to implement this?