django-auto-prefetching
pellet
django-auto-prefetching | pellet | |
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1 | 2 | |
227 | 75 | |
- | - | |
4.6 | 2.7 | |
5 months ago | 5 months ago | |
Python | Python | |
MIT License | BSD 3-clause "New" or "Revised" License |
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django-auto-prefetching
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Ban 1+N in Django
Shameless plug - I ran into this while developing REST interfaces with Django and built django-auto-prefetching: https://github.com/GeeWee/django-auto-prefetching
It essentially travels your DRF serializer tree and builds an auto-prefetched query automatically without you needing to do any work.
Back when I still worked actively on it, I wanted to monkey-patch models to track whether or not n+1 was happening, and if it was, automatically do pre-fetching, so instead of an n+1 problem you'd end up with just a "3-4 queries when it could've been 1" problem - which is much more palatable. Never got around to that part though.
pellet
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Django 5.0 Is Released
Simple middleware can warn you about lazy loading/N+1 queries. Most of the time people just forget it happens.
Try using: https://github.com/har777/pellet
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Ban 1+N in Django
Self plug: Checkout https://github.com/har777/pellet to easily find and fix django N+1 issues.
I usually add it to existing integration tests so that they raise exceptions on N+1. If test coverage is low then I would suggest sending the N+1 metrics to something like datadog. That way your users using the product will reveal all the N+1 issues on your monitoring solution.
What are some alternatives?
django-zen-queries - Explicit control over database query execution in Django applications
django-orm-plus
nplusone - Auto-detecting the n+1 queries problem in Python
django-seal - Django application providing queryset sealing capability.
django-cacheops - A slick ORM cache with automatic granular event-driven invalidation.
bullet - help to kill N+1 queries and unused eager loading
openapi-typescript - Generate TypeScript types from OpenAPI 3 specs