Polyglot Queues, Simplified — the Python core: the canonical BabelQueue wire-envelope codec, contracts and dead-letter helpers.
Project description
BabelQueue for Python
Polyglot Queues, Simplified. Read and write the canonical BabelQueue message envelope from Python — so your Python services (AI/ML, data processing, …) exchange messages with Laravel, Symfony, Go, .NET and Node over one strict JSON format, on the broker you already run.
This is the framework-agnostic Python core: the wire-envelope codec, contracts, and dead-letter helpers — zero runtime dependencies (standard library only). The full standard is documented at babelqueue.com.
Installation
pip install babelqueue
Requires Python >=3.9.
Usage
from babelqueue import EnvelopeCodec
# Produce — build the canonical envelope and publish the JSON to your broker.
envelope = EnvelopeCodec.make("urn:babel:orders:created", {"order_id": 1042})
body = EnvelopeCodec.encode(envelope) # -> UTF-8 JSON string
# redis.rpush("queues:orders", body) / channel.basic_publish(body=body, ...)
# Consume — decode a message produced by ANY BabelQueue SDK.
incoming = EnvelopeCodec.decode(body)
urn = incoming["job"] # "urn:babel:orders:created"
data = incoming["data"] # {"order_id": 1042}
trace_id = incoming["trace_id"] # correlate across services
The envelope is identical to every other SDK's:
{
"job": "urn:babel:orders:created",
"trace_id": "…",
"data": { "order_id": 1042 },
"meta": { "id": "…", "queue": "default", "lang": "python", "schema_version": 1, "created_at": 1749132727000 },
"attempts": 0
}
Typed messages (optional)
from babelqueue import EnvelopeCodec, PolyglotMessage
class OrderCreated: # structurally a PolyglotMessage
def __init__(self, order_id: int):
self.order_id = order_id
def get_babel_urn(self) -> str:
return "urn:babel:orders:created"
def to_payload(self) -> dict:
return {"order_id": self.order_id}
envelope = EnvelopeCodec.from_message(OrderCreated(1042), queue="orders")
Continue an existing trace by adding get_babel_trace_id(self) -> str | None
(see HasTraceId), or pass trace_id= to EnvelopeCodec.make.
Dead-letter
from babelqueue import dead_letter
dlq = dead_letter.annotate(envelope, "failed", "orders", attempts=3, error="boom")
# publish `EnvelopeCodec.encode(dlq)` to the "orders.dlq" queue
Runtime — produce & consume
For an end-to-end app, use BabelQueue with a broker. Broker clients come via
extras:
pip install "babelqueue[redis]" # redis://
pip install "babelqueue[amqp]" # amqp:// (RabbitMQ)
from babelqueue import BabelQueue
app = BabelQueue("redis://localhost:6379/0", queue="orders")
# or: BabelQueue("amqp://guest:guest@localhost:5672/", queue="orders")
@app.handler("urn:babel:orders:created")
def on_order_created(data, meta): # AI/ML, data processing, anything
print("order", data["order_id"])
# producer (any service, any language) …
app.publish("urn:babel:orders:created", {"order_id": 1042})
# worker
app.run() # consume forever (Ctrl-C to stop)
- Routing is by URN; the wire format is the canonical envelope, so this consumes messages produced by any BabelQueue SDK.
- Handlers receive
(data, meta), or(data, meta, message)to get the full envelope (incl.trace_id). - Retry & dead-letter: failures are retried up to
max_attempts(bumping the envelope'sattempts); enabledead_letter=Trueto quarantine exhausted messages on<queue>.dlq.on_unknown_urn=fail|delete|release|dead_letter. - Transports:
redis://(reliable-queue pattern; add?laravel=1to share a Redis queue with a Laravel BabelQueue worker using its reserved-set semantics — see below),amqp://(RabbitMQ viapika, with the contract AMQP properties) andmemory://(in-process, great for tests/local). Bring your own by passingtransport=....
Sharing a Redis queue with Laravel
By default the Redis transport owns its queue end-to-end (RPUSH to produce;
BLMOVE into a <queue>:processing list to reserve; LREM on ack). To consume a
shared Laravel BabelQueue Redis queue instead, enable Laravel-compatible mode:
app = BabelQueue("redis://localhost:6379/0?laravel=1", queue="orders")
# or: RedisTransport("redis://localhost:6379/0", laravel_compat=True)
This replicates Laravel's stock Redis reservation exactly (§1 of the
broker-bindings contract):
the ready list is queues:<name>, reservations move into the queues:<name>:reserved
sorted set scored by a retry_after deadline (default 60s), with a
queues:<name>:delayed set and a queues:<name>:notify wake-up list. Reserve, ack
and release run the byte-for-byte same Lua scripts Laravel uses, so the reserved
member a Python worker writes is identical to a Laravel worker's — either side can
ack (ZREM) the other's reservation, so a Python worker and a Laravel worker share
one queue without losing or double-processing messages. Before each pop, expired
reserved/delayed jobs migrate back to the ready list, so a crashed worker's
in-flight job is re-reserved. Options: ?prefix=queues: and ?retry_after=60
(or the key_prefix / retry_after constructor args).
Framework adapters — Celery & Django
Celery (pip install "babelqueue[celery]") — reuse your Celery app's broker for
polyglot interop, and consume inbound messages as a Celery worker bootstep:
from babelqueue.celery import from_celery, install_worker
bq = from_celery(celery_app, queue="orders") # runtime on Celery's broker
bq.publish("urn:babel:orders:created", {"order_id": 1042})
@bq.handler("urn:babel:orders:created")
def on_created(data, meta): ...
install_worker(celery_app, bq) # `celery worker` also drains URN messages
Django (pip install "babelqueue[django]") — add "babelqueue.django" to
INSTALLED_APPS and configure a BABELQUEUE dict:
# settings.py
BABELQUEUE = {"broker_url": "redis://localhost:6379/0", "queue": "orders", "dead_letter": True}
from babelqueue.django import publish, get_app
publish("urn:babel:orders:created", {"order_id": 1042}) # in a view / signal
@get_app().handler("urn:babel:orders:created") # register handlers at startup
def on_created(data, meta): ...
python manage.py babelqueue_worker --queue orders # run the consumer
Transactional outbox (optional)
The babelqueue.outbox helper (ADR-0029) removes the producer dual write: "commit the
business row" and "publish to the broker" are two systems that can disagree on a crash. Instead the
message is persisted into your database, in the same transaction as the business data — so it
commits or rolls back atomically with it — and a separate relay publishes the durable rows
afterwards. No distributed transaction; exactly-once handoff into the broker, then at-least-once
on the wire (the consumer dedupes on meta.id — see the idempotency helper, the mirror of this).
The core stays stdlib-only: OutboxStore is an abstract Protocol you bind to your own DB
(the core ships no driver). The stored value is the EnvelopeCodec-encoded envelope byte-for-byte
unchanged (frozen, schema_version: 1); the relay publishes those exact bytes — it never decodes,
rebuilds or re-encodes — so trace_id is preserved end-to-end.
from babelqueue import BabelQueue, EnvelopeCodec
from babelqueue.outbox import Outbox, OutboxRelay, InMemoryOutboxStore
store = InMemoryOutboxStore() # production: your own OutboxStore adapter, DB-backed
outbox = Outbox(store)
# write side — YOU own the transaction boundary (this is the whole point):
with db.transaction(): # your own open transaction
db.insert_order(order) # the business write
envelope = EnvelopeCodec.make("urn:babel:orders:created", {"order_id": 1042}, queue="orders")
outbox.write(envelope) # same connection, same tx — both, or neither
# read/publish side — run on a short interval, after the business tx commits:
app = BabelQueue("redis://localhost:6379/0", queue="orders")
relay = OutboxRelay(app.transport, store)
relay.drain() # publish all pending rows; flush() does one batch
Outbox.write only encodes and calls OutboxStore.save — it does not begin or commit anything.
A save runs inside the transaction you already opened; you commit both together. OutboxRelay
marks a row published only after the transport accepts it; a publish that raises is recorded via
mark_failed (with a bounded, injectable-sleeper backoff) and left pending for a later pass, so one
poison row never blocks the batch. Implement OutboxStore over your DB (claim rows oldest-first,
ideally with SELECT … FOR UPDATE SKIP LOCKED so two relays don't double-publish); InMemoryOutboxStore
is the reference for tests and single-process demos (no real transaction).
OpenTelemetry tracing (optional)
pip install "babelqueue[otel]" adds the optional babelqueue.otel module — the core never
imports OpenTelemetry, so it stays zero-dependency. It emits a PRODUCER span per publish and a
CONSUMER span per handled message, correlated across every hop and SDK, at two layered levels:
trace_idcorrelation (v0.1): the envelope'strace_idmaps 1:1 to an OTel trace id, so every hop that shares atrace_idshares one trace — with zero wire/transport change.- W3C
traceparentspan linkage (v0.2): the producer also injects its active span context as atraceparenttransport header (beside the frozen envelope, never in it), so the consumer starts its span as a true child of the producer span — real cross-hop parent-child linkage. With notraceparentpresent it falls back to the v0.1trace_idbehaviour, so enabling it is a strict, backward-compatible upgrade.
from opentelemetry import trace
from babelqueue import BabelQueue, otel
tracer = trace.get_tracer("orders")
app = BabelQueue("redis://localhost:6379/0", queue="orders")
# consumer: wrap_handler starts a CONSUMER span (child of the producer span when a
# traceparent rode along; else in the trace_id-derived trace)
app.register("urn:babel:orders:created", otel.wrap_handler(tracer, on_order_created))
# producer: otel.publish starts a PRODUCER span and carries traceparent + trace_id
otel.publish(tracer, app, "urn:babel:orders:created", {"order_id": 1042})
The traceparent rides the out-of-band transport-header seam (publish_with_headers /
headers_from_context) — the same seam the replay-bypass marker uses — so the envelope stays
frozen (schema_version: 1). It is carried on the in-memory, Redis (a transport-owned JSON frame,
with bare-value back-compat), RabbitMQ (AMQP header table) and SQS (MessageAttributes)
transports; where a transport can't carry it, propagation degrades cleanly to v0.1 trace_id
correlation with no error.
GDPR field encryption (optional)
The optional babelqueue.gdpr module is the runtime, SDK-enforcement half of ADR-0030: it
encrypts the data fields a registry declared x-gdpr-sensitive. The babelqueue-registry only
declares and audits sensitivity (and can mask for safe logging); this module
enforces it on the wire — a producer encrypts each marked leaf before publish, a consumer
decrypts it after decode. It is strictly opt-in: if you never call protect/unprotect,
nothing changes.
The envelope stays frozen (schema_version: 1): only the values inside data change — a
sensitive leaf's value becomes a ciphertext string. data stays pure JSON, so an SDK without
the key still carries the envelope (it just can't read the protected fields), and trace_id is
never touched. Which fields are sensitive lives in the schema, not the message.
Because Python's standard library has no AES-GCM, the core ships no cipher and pulls no
crypto dependency (GR-7). Cipher is a caller-provided Protocol you bind to a KMS / Vault / HSM /
tokenisation service, or to a local AES-256-GCM via the optional cryptography library
(pip install "babelqueue[gdpr]" — still not a core dependency):
import base64, os
from cryptography.hazmat.primitives.ciphers.aead import AESGCM
class AesGcmCipher:
def __init__(self, key: bytes) -> None: # 16/24/32-byte key — the CALLER's
self._aead = AESGCM(key)
def encrypt(self, plaintext: bytes) -> str:
nonce = os.urandom(12)
return base64.b64encode(nonce + self._aead.encrypt(nonce, plaintext, None)).decode("ascii")
def decrypt(self, ciphertext: str) -> bytes:
raw = base64.b64decode(ciphertext)
return self._aead.decrypt(raw[:12], raw[12:], None) # raises on wrong key / tamper
Wire it around the codec — validate cleartext (before protect, after unprotect), since a
schema that constrains a sensitive field would reject the ciphertext string:
from babelqueue import EnvelopeCodec
from babelqueue.gdpr import protect, unprotect
# producer: encrypt marked leaves in place, then encode
protect(data, schema, cipher)
body = EnvelopeCodec.encode(EnvelopeCodec.make("urn:babel:orders:created", data, queue="orders"))
# consumer: decode, then decrypt marked leaves in place before the handler reads data
envelope = EnvelopeCodec.decode(body)
unprotect(envelope["data"], schema, cipher)
schema is the same per-URN JSON Schema the validator uses; babelqueue.schema.sensitive_paths
locates every x-gdpr-sensitive leaf (nested objects, addresses[].line array items, container or
root marks). An absent marked field is skipped; a re-run unprotect on cleartext is a no-op
(non-string leaves are left alone); a wrong key / tampered ciphertext raises
babelqueue.DecryptError so the consumer fails the message (retry / dead-letter) rather than
process unreadable PII. The round-trip restores data byte-for-byte.
What's here
The codec/contracts/dead-letter (zero-dep core), the BabelQueue runtime
(in-memory built in; Redis via [redis], RabbitMQ via [amqp]), and framework
adapters for Celery ([celery]) and Django ([django]). Every layer
speaks the one canonical envelope, so it interoperates with the PHP/Laravel,
Symfony, Go, Node and .NET SDKs.
Testing
pip install -e ".[dev]"
pytest
# (or, dependency-free) python -m unittest discover -s tests
License
MIT © Muhammet Şafak. See LICENSE.
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