Rakaia

Rakaia is a Python implementation of the Durable Streams protocol — an HTTP-based protocol for append-only, ordered, durable byte streams.

It ships two installable packages:

• rakaia — A zero-dependency ASGI app implementing the protocol. Run it standalone (uvicorn/daphne/granian) or mount it inside Django/FastAPI/Starlette.
• django_rakaia — A Django app with normalized stream models, a @stream_model decorator, Channels-based SSE broadcasting, and an admin interface.

Install

pip install rakaia-streams                 # core protocol server
pip install "rakaia-streams[django]"       # + Django integration
pip install "rakaia-streams[django,prod]"  # + channels-redis + hypercorn for prod

The distribution is named rakaia-streams on PyPI (plain rakaia was already taken); the import names are unchanged — import rakaia, import django_rakaia.

Already using rakaia from a pinned git revision? See UPGRADING.md before bumping the pin — the distribution rename above is itself a breaking change for a [tool.uv.sources] entry spelled rakaia.

Quick start (standalone)

pip install rakaia-streams uvicorn
uvicorn rakaia:app --port 4437

from rakaia import create_app, StreamStore

app = create_app()  # in-memory store
app = create_app(store=StreamStore())

Quick start (Django)

# models.py
from dataclasses import dataclass
from django.db import models
from django_rakaia.decorators import stream_model


@dataclass
class RoomData:
    id: int
    name: str


@stream_model(
    stream_paths=lambda obj: f"room:{obj.id}:messages",
    to_dataclass=lambda obj: RoomData(id=obj.id, name=obj.name),
)
class ChatRoom(models.Model):
    name = models.CharField(max_length=100)

Every save/delete now emits a stream event you can subscribe to over SSE.

Documentation

The documentation site is built with Zensical.

uv sync --extra docs
uv run zensical serve   # live preview at http://localhost:8000
uv run zensical build   # static build into ./site

Pages live in docs/ and the site config is in zensical.toml:

• Overview & quick start
• What's new — a guided tour — start here to see the recent features, each with a one-command demo
• Glossary — plain-language definitions of the event-sourcing terms
• Django integration
• Versioned handlers
• Projections & fan-out
• Dry-run & executors
• Translations (example)
• Deployment
• Protocol specification · Backend storage

Versioned handlers (event replay with history)

Rakaia ships a subsystem for replaying a stream through handlers whose current and historical versions are both kept in source. Handlers are pure — they return Effect descriptions that an executor applies via idempotent update_or_create, so replay can be re-run safely.

from rakaia import Upsert, register_handler, register_upcaster


@register_handler(
    name="mogrify", event_match="room:*:messages", effective_from=0, effective_to=10_000
)
def mogrify_v1(event):
    return Upsert(
        model_label="myapp.Room",
        lookup={"id": event["room_id"]},
        defaults={"name": event["name"]},
    )


@register_handler(name="mogrify", event_match="room:*:messages", effective_from=10_000)
def mogrify_v2(event):  # bugfix only for events from seq 10_000 onward
    ...


@register_upcaster(event_match="room:*:messages", from_version=1)
def upcast_v1_to_v2(event):  # schema-shape change handled separately
    return {**event, "currency": "USD"}

python manage.py replay room:5:messages --from 0 then runs every event through its time-correct handler version, with drift detection (--strict-drift) and dry-run (--dry-run) modes.

See docs/versioned-handlers.md for the full story, including a worked example based on Partisipa's submissions pipeline.

Sample applications

Each example demonstrates one feature area end-to-end. Most are standalone Django projects; two are zero-dependency scripts (no Django). Run them all with just demo, or individually:

For the full catalog with a concept-coverage matrix, see docs/examples.md (human) or the machine-readable Open Knowledge Format bundle in okf/ (agents/tools). For a narrated walkthrough, see docs/whats-new.md.

Running it

If you have just and podman:

just install
just dev      # single-worker dev server
just serve    # production-style: 4 hypercorn workers + Redis (podman)

just --list shows everything. The full guide is in docs/deployment.md.

Development

just install
just check   # lint + format + types + tests + docs build

Or by hand:

uv sync --extra dev --extra django
uv run pytest
uv run ruff check src/
uv run pyright src/

Protocol conformance

Beyond the pytest suite, rakaia is checked against the upstream, language-agnostic @durable-streams/server-conformance-tests compliance suite:

just conformance   # starts rakaia, runs the suite against it, tears it down (needs node/npm)

This runs in CI as a non-blocking check (.github/workflows/conformance.yml). rakaia passes the full protocol surface today except the stream forking family, which is not yet implemented. See conformance/README.md.

License

MIT.