Ryx ORM
Django-style Python ORM. Powered by Rust.
Ryx gives you the query API you love — .filter(), Q objects, aggregations, relationships — with the raw performance of a compiled Rust core. Async-native. Zero event-loop blocking.
import ryx
from ryx import (
Model, CharField, IntField, BooleanField,
DateTimeField, Q, Count, Sum
)
class Post(Model):
title = CharField(max_length=200)
slug = CharField(max_length=210, unique=True)
views = IntField(default=0)
active = BooleanField(default=True)
created = DateTimeField(auto_now_add=True)
class Meta:
ordering = ["-created"]
# Setup once
await ryx.setup("postgres://user:pass@localhost/mydb")
# Query like Django, run like Rust
posts = await (
Post.objects
.filter(Q(active=True) | Q(views__gte=1000))
.exclude(title__startswith="Draft")
.order_by("-views")
.limit(20)
)
# Aggregations
stats = await Post.objects.aggregate(
total=Count("id"), avg_views=Avg("views"), top=Max("views"),
)
# Transactions with savepoints
async with ryx.transaction():
post = await Post.objects.create(title="Atomic post", slug="atomic")
await post.save()
Why Ryx
| Django ORM | SQLAlchemy | Ryx | |
|---|---|---|---|
| API | Ergonomic | Verbose | Ergonomic |
| Runtime | Sync Python | Async Python | Async Rust |
| GIL blocking | Yes | Yes | Zero |
| Backends | All | All | PG · MySQL · SQLite |
| Migrations | Built-in | Alembic | Built-in |
Architecture
Your Python queries are compiled to SQL in Rust, executed by sqlx, and decoded back — all without blocking the Python event loop.
Since v0.1.3, the query engine has been extracted into a standalone crate ryx-query. This decouples the SQL compilation logic from the PyO3 bindings, enabling extreme performance and independent testing.
Performance
Benchmark of 1 000 rows on SQLite (lower is better):
| Operation | Ryx ORM | SQLAlchemy ORM | SQLAlchemy Core | Ryx raw |
|---|---|---|---|---|
| bulk_create | 0.0074 s | 0.1696 s | 0.0022 s | 0.0011 s |
| bulk_update | 0.0023 s | 0.0018 s | 0.0010 s | 0.0005 s |
| bulk_delete | 0.0005 s | 0.0012 s | 0.0009 s | 0.0004 s |
| filter + order + limit | 0.0009 s | 0.0019 s | 0.0008 s | 0.0004 s |
| aggregate | 0.0002 s | 0.0015 s | 0.0005 s | 0.0001 s |
Ryx ORM is 16× faster than SQLAlchemy ORM on bulk inserts and 2× faster on deletes — while keeping the same Django-style API. The raw SQL layer (raw_execute / raw_fetch) gives you near-C speed when you need it.
Internal Compilation Speed: Our query compiler is blindingly fast, with simple lookups compiled in ~248ns and complex query trees in ~1µs.
Run the benchmark yourself:
Documentation
Full documentation with guides, API reference, and examples: docs
Contributing
See CONTRIBUTING.md for development setup, architecture details, and contribution guidelines.
License
Python code: MIT · Rust code: MIT OR Apache-2.0
1 maintainer
Metadata
1 maintainer
Release files for ryx 0.1.4
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Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| ryx-0.1.4.tar.gz | 410.3 kB | Details |
Built distributions (wheels)
Total release size: 84.0 MB
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| Tags | CPython 3.10 macOS 10.12+ x86-64 |
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