Consuming Events from Other Domains

The Problem

Your Fulfillment domain needs to react when the Order domain places an order. The Order domain publishes an OrderPlaced event to a message broker. Your domain subscribes to the broker channel and receives the event.

But the event was designed by the Order domain, using the Order domain's language. It contains fields named according to the Order domain's ubiquitous language, structured according to the Order domain's aggregate boundaries, and versioned according to the Order domain's release schedule.

If your Fulfillment domain consumes this event directly:

Language coupling. Your code uses the Order domain's terminology. If the Order domain renames items to line_items, your handler breaks.
Schema coupling. Your domain depends on the exact structure of the external event. Field additions, removals, or type changes propagate into your domain.
Release coupling. When the Order domain deploys a new event version, your domain must update simultaneously -- or fail.
Conceptual leaking. The Order domain's OrderPlaced event carries data shaped for the Order context. Your Fulfillment domain needs a subset of that data, differently structured. Processing the raw external event forces Fulfillment to think in Order domain terms.

The root cause: consuming external events without translation creates coupling between bounded contexts that should be autonomous.

The Pattern

Use a subscriber at the domain boundary as an anti-corruption layer. The subscriber receives the external event, translates it into your domain's language, and dispatches an internal command or domain event.

External Domain                  Your Domain Boundary                Your Domain
┌───────────┐    Broker     ┌──────────────────┐    Command/Event    ┌─────────┐
│ Order      │ ──────────►  │ Subscriber        │ ──────────────►    │ Handler │
│ domain     │   OrderPlaced│ (anti-corruption) │  CreateShipment    │         │
│            │              │ translates to     │  (your language)   │         │
└───────────┘              │ your language     │                    └─────────┘
                            └──────────────────┘

The subscriber is the only place in your domain that knows about the external event's structure. Everything downstream works with your domain's own commands and events.

Co-located domains have a second option

This pattern applies to distributed domains — separate services communicating through a broker, or external systems you don't control.

When multiple domains live in the same repository and share the same event store, Protean also supports register_external_event(), which gives your domain typed access to another domain's events without raw dict parsing. This is especially useful for process managers coordinating cross-domain workflows.

See Multi-Domain Applications — Cross-domain communication for guidance on choosing between the two approaches.

How Protean Supports This

Subscribers

Protean's @domain.subscriber listens to a broker stream and receives raw dict payloads from external domains:

@domain.subscriber(stream="orders")
class OrderEventsSubscriber:

    def __call__(self, payload: dict) -> None:
        event_type = payload.get("type")

        if event_type == "OrderPlaced":
            # Translate external payload into internal command
            current_domain.process(
                CreateShipment(
                    order_id=payload["order_id"],
                    customer_id=payload["customer_id"],
                    items=[
                        {"product_id": item["product_id"],
                         "quantity": item["quantity"]}
                        for item in payload["items"]
                    ],
                    shipping_priority="standard",
                )
            )

The subscriber: 1. Receives a raw dict payload from the broker — not a typed domain object 2. Inspects the payload to determine what kind of message it is 3. Extracts the data it needs 4. Constructs an internal CreateShipment command in the Fulfillment domain's language 5. Dispatches the command for processing by the domain's own handlers

Note

Subscribers deliberately receive raw dict payloads rather than typed domain objects. This is the anti-corruption boundary — your domain does not import or depend on the external domain's event classes. The raw dict is the firewall between external and internal models.

The Translation Layer

Translating to Commands

The most common pattern: translate external payloads into internal commands. This funnels external stimuli through your domain's normal command processing pipeline:

@domain.subscriber(stream="payments")
class PaymentEventsSubscriber:

    def __call__(self, payload: dict) -> None:
        event_type = payload.get("type")

        if event_type == "PaymentConfirmed":
            current_domain.process(
                MarkOrderPaid(
                    order_id=payload["reference_id"],     # External field name
                    payment_id=payload["transaction_id"],  # Different naming
                    amount=payload["amount"],
                    currency=payload["currency_code"],     # Different naming
                    paid_at=payload["confirmed_at"],       # Different naming
                )
            )

Notice the translation: the external domain uses reference_id, your domain uses order_id. The external domain uses transaction_id, you use payment_id. The subscriber maps between the two vocabularies.

Translating to Domain Events

When the external event should trigger reactive processing across your domain (not a specific command), translate it into an internal domain event:

@domain.subscriber(stream="inventory-external")
class ExternalInventorySubscriber:

    def __call__(self, payload: dict) -> None:
        event_type = payload.get("type")

        if event_type == "StockDepleted":
            repo = current_domain.repository_for(Product)
            product = repo.get(payload["sku"])

            product.raise_(ProductBecameUnavailable(
                product_id=product.product_id,
                reason="external_stock_depleted",
            ))
            repo.add(product)

The internal ProductBecameUnavailable event triggers your domain's own event handlers and projectors, all speaking your domain's language.

Filtering Irrelevant Events

Not every external event is relevant to your domain. The subscriber filters:

@domain.subscriber(stream="orders")
class OrderEventsSubscriber:

    def __call__(self, payload: dict) -> None:
        if payload.get("type") != "OrderPlaced":
            return  # Ignore event types we don't care about

        # Only create shipments for physical items
        physical_items = [
            item for item in payload["items"]
            if item.get("type") != "digital"
        ]

        if not physical_items:
            return  # Nothing for Fulfillment to do

        current_domain.process(
            CreateShipment(
                order_id=payload["order_id"],
                customer_id=payload["customer_id"],
                items=physical_items,
            )
        )

Enriching External Data

Sometimes your domain needs more context than the external event provides. The subscriber can enrich the data from your own domain's state:

@domain.subscriber(stream="orders")
class OrderEventsSubscriber:

    def __call__(self, payload: dict) -> None:
        if payload.get("type") != "OrderPlaced":
            return

        # Enrich with data from our domain
        customer_repo = current_domain.repository_for(CustomerProfile)
        customer = customer_repo.get(payload["customer_id"])

        current_domain.process(
            CreateShipment(
                order_id=payload["order_id"],
                customer_id=payload["customer_id"],
                shipping_address=customer.default_shipping_address,
                shipping_priority=customer.shipping_tier,
                items=payload["items"],
            )
        )

Handling External Schema Changes

When the external domain changes its event schema, only the subscriber needs to update:

Before: External payload v1

{
    "type": "OrderPlaced",
    "order_id": "ord-123",
    "items": [...],
    "total": 99.99
}

After: External payload v2 (renamed field)

{
    "type": "OrderPlaced",
    "order_id": "ord-123",
    "line_items": [...],
    "subtotal": 79.99,
    "tax": 20.00,
    "total": 99.99
}

Only the subscriber changes:

def __call__(self, payload: dict) -> None:
    # Handle both v1 and v2 field names
    items = payload.get("line_items") or payload.get("items", [])

    current_domain.process(
        CreateShipment(
            order_id=payload["order_id"],
            items=items,
        )
    )

Your domain's CreateShipment command, Shipment aggregate, and all handlers remain unchanged. The schema change is absorbed by the subscriber.

Error Handling

External events may be malformed, carry unexpected data, or reference entities that don't exist in your domain:

@domain.subscriber(stream="orders")
class OrderEventsSubscriber:

    def __call__(self, payload: dict) -> None:
        # Validate the external data before trusting it
        if not payload.get("order_id"):
            logger.warning("Received OrderPlaced without order_id, skipping")
            return

        if not payload.get("items"):
            logger.warning(
                f"Received OrderPlaced with no items for {payload['order_id']}"
            )
            return

        try:
            current_domain.process(
                CreateShipment(
                    order_id=payload["order_id"],
                    customer_id=payload["customer_id"],
                    items=payload["items"],
                )
            )
        except ValidationError as e:
            logger.error(
                f"Failed to process OrderPlaced {payload['order_id']}: {e}"
            )
            # Don't re-raise -- the external event was received,
            # the error is in our translation or domain rules.
            # Log for investigation rather than blocking the subscription.

Key principle: Never trust external data. Validate it at the subscriber boundary before passing it into your domain.

Preserving the correlation chain

When consuming events from external services, the correlation_id from the source event is automatically bridged into your subscriber's processing context. Any commands dispatched inside the subscriber inherit it, stitching the causal chain across service boundaries. See Correlation and Causation IDs for details.

Anti-Patterns

Importing Event Classes from the External Domain

# Anti-pattern: importing from another domain's package
from order_domain.events import OrderPlaced

@domain.subscriber(stream="orders")
class OrderEventsSubscriber:
    def __call__(self, payload: dict) -> None:
        event = OrderPlaced(**payload)  # Direct dependency on external code
        ...

This creates a code-level dependency. Your domain can't deploy without the Order domain's code. See Sharing Event Classes Across Domains for alternatives.

Note

This anti-pattern is about importing classes from another domain's package, creating a code dependency. It is distinct from register_external_event(), where you define your own event class in your domain and register it with the external event's type string. With register_external_event, there is no import dependency — the shared contract is the type string, not the class.

Processing External Events Without Translation

# Anti-pattern: using external payload directly in handler
@domain.event_handler(part_of=Shipment)
class ShipmentEventHandler(BaseEventHandler):

    @handle(SomeInternalEvent)
    def on_event(self, event):
        shipment = Shipment(
            order_id=external_payload["order_id"],  # External field structure leaks in
            items=external_payload["items"],
        )
        ...

The internal event handler now depends on the external event's structure. Use a subscriber to translate first.

Calling Back to the External Domain

# Anti-pattern: calling external API from subscriber
def __call__(self, payload: dict) -> None:
    # DON'T call back to the Order domain's API
    order_details = requests.get(
        f"http://order-service/orders/{payload['order_id']}"
    )
    ...

If the subscriber needs more data than the event carries, either request that the external domain enrich its events (see Design Events for Consumers) or maintain a local projection of the external data.

Summary

Aspect	Direct Consumption	Subscriber Translation
External schema coupling	High (throughout domain)	Low (subscriber only)
Language alignment	External terms leak in	Your domain's terms
Deployment independence	Low (must deploy together)	High (subscriber absorbs changes)
Error handling	Scattered	Centralized in subscriber
Testability	External dependency in tests	Mock external, test internal

The principle: subscribers are anti-corruption layers. They receive external events as raw dicts, translate them into your domain's language, and dispatch internal commands or events. Nothing downstream knows or cares that the stimulus came from outside.