Macula SDK — Pub/Sub Guide

Topic-based messaging over the relay mesh.

Audience: Erlang/OTP applications publishing or subscribing to events. Building something the wrappers below don't fit? See PUBSUB_PROTOCOL.md for the raw macula:subscribe/4,5 / macula:publish/4,5 primitives underneath.

Overview

A subscriber subscribes to a topic and receives every matching event; a publisher publishes an event to a topic — macula_subscriber and macula_publisher, an addressable pid you can monitor and cancel.

Subscribing and publishing are independent capabilities, unlike RPC's request/response or a single content transfer — an application might do only one, the other, or both. Every operation on either side names an explicit realm and topic; see Three core ideas, below, before writing your first macula_topic:app_fact/6 call.

See Supervised wrappers, right below.

Supervised wrappers: macula_subscriber / macula_publisher

macula:subscribe/4,5 delivers events as raw messages to whatever pid you pass it, and macula:publish/4,5 is a plain blocking call — neither has an addressable pid you can supervise, monitor, or cancel from outside. macula_subscriber and macula_publisher wrap the same two primitives as proper OTP behaviours. Only the publish side announces itself on the mesh — macula_publisher publishes pubsub.publish_started_v1 / pubsub.publish_completed_v1 around each transfer; macula_subscriber has no mesh-fact equivalent, since a subscription has no single "done" moment to announce.

Subscriber side — start_link/5,6 opens the subscription in its own init/1 and threads macula_event / macula_event_gone dispatch into Module:handle_event/4 for you — no hand-rolled handle_info clauses needed (see PUBSUB_PROTOCOL.md for the manual pattern this replaces, if you're building something the wrapper doesn't fit). handle_event/4 receives Topic, Payload, and Meta — a map carrying delivery context:

-module(my_orders_listener).
-behaviour(macula_subscriber).
-export([init/1, handle_event/4]).

init(_Args) -> {ok, #{}}.

handle_event(_Topic, Payload, _Meta, State) ->
    on_order_placed(Payload),
    {noreply, State}.

Topic = macula_topic:app_fact(Realm, my_org, my_app,
                              <<"orders">>, <<"placed">>, 1),
{ok, Pid} = macula_subscriber:start_link(my_orders_listener, Pool, Realm,
                                         Topic, []).

Opts (the arity-6 start_link/6) passes straight through to macula:subscribe/5 — the delivery option covered in Delivery ordering, below, works exactly the same way whether you call it raw or through the wrapper.

A macula_event_gone for this subscription stops the sink with that reason (see When the subscription ends, below). To stop receiving events deliberately, stop the sink itself (gen_server:stop/1, or let its supervisor terminate it) — the pool monitors the subscriber pid directly and drops the wire-level subscription automatically once it's gone, the same cleanup an explicit unsubscribe gives a raw caller.

Publisher side — start_link/5,6 returns immediately with a pid; the publish runs in a linked worker and the outcome reaches Module:handle_published/2:

-module(status_publisher).
-behaviour(macula_publisher).
-export([init/1, handle_published/2]).

init(Parent) -> {ok, Parent}.

handle_published(Result, Parent) ->
    Parent ! {published, Result},
    {stop, normal, Parent}.

{ok, Pid} = macula_publisher:start_link(status_publisher, Pool, Realm,
                                        Topic, Payload, self()).

Partial success counts as success. With replication_factor > 1, the publish resolves as soon as the first selected link accepts the frame. Subsequent links are best-effort.

macula_publisher:cancel/1 stops it before the publish resolves, delivering outcome => cancelled in the pubsub.publish_completed_v1 mesh fact — same shape as macula_feeder's sharing.put_started_v1 / sharing.put_completed_v1.

Unlike macula_subscriber, macula_publisher:start_link/6's last argument is Args (for Module:init/1) — there's no way to pass macula:publish/5's own Opts (e.g. timeout_ms) through the wrapper. See PUBSUB_PROTOCOL.md if you need that.

Three core ideas

1. Realm-per-call

Every publish and every subscribe carries an explicit 32-byte realm tag. There is no connect-time default realm. Realms are how the mesh isolates traffic — a subscriber on Realm A never receives an event published to Realm B, even if the topic strings match exactly.

%% Same topic, different realms — totally separate streams.
ok = macula:publish(Pool, RealmA, Topic, PayloadA),
ok = macula:publish(Pool, RealmB, Topic, PayloadB).

Realms are 32-byte binaries. Use macula_realm:id/1 (SHA-256 of the human-readable realm name) or your own realm registry to derive them.

2. Topics describe event types, not entities

Non-negotiable for scalable pub/sub.

Topic   = WHAT happened (event type, immutable)
Payload = WHO/WHERE/WHEN it happened (entity details)

Wrong (topic explosion):

%% DO NOT DO THIS — entity ID baked into topic
Topic = macula_topic:app_fact(Realm, Org, App,
                              <<"weather">>,
                              <<"manchester_main_street_wind_measured">>, 1),
macula:publish(Pool, Realm, Topic, #{speed => 42.5}).

Right (IDs in payload):

Topic = macula_topic:app_fact(Realm, Org, App,
                              <<"weather">>, <<"wind_measured">>, 1),
macula:publish(Pool, Realm, Topic, #{
    station_id => <<"manchester-main-street">>,
    speed => 42.5,
    unit => <<"km/h">>,
    timestamp => erlang:system_time(millisecond)
}).

3. Topics are built — never hand-typed

%% Always
Topic = macula_topic:app_fact(Realm, Org, App, Domain, Name, Version),

%% Never
Topic = <<"my.realm/my.org/my.app/orders/placed_v1">>.

macula_topic returns a canonical binary that the SDK and stations agree on. Nothing on the send path rejects a hand-rolled string — macula:publish/4,5 and subscribe/4,5 take Topic as an opaque binary and send whatever you pass, so a typo just never matches instead of erroring. Building via macula_topic turns that class of bug into a wrong value your own tests can catch. See Validation in the Topic Naming Guide for exactly what is and isn't enforced.

See TOPIC_NAMING_GUIDE.md for the canonical specification of the five-segment shape and the realm_fact / org_fact / app_fact tier choice.

When the subscription ends

The only way a live subscription produces a terminal message today is the pool closing — delivered to handle_event/4's raw equivalent as {macula_event_gone, SubRef, pool_closed}, and to a macula_subscriber sink as its own termination with that reason.

A link dying does not end the subscription — the pool logs _macula.client.link_down, schedules a respawn, and silently re-issues the subscription against the new link once it's up (see Connecting Guide). Neither layer sees a gap-signaling message for that case, only a possible gap in delivery itself, which ordered mode's order_timeout_ms skip handles the same way it handles any other loss.

After the subscription ends, no further events come for it.

Delivery ordering

The delivery option chooses how a single publisher's stream is ordered on the way to your subscriber — pass it in Opts to macula_subscriber:start_link/6 the same way you would to raw macula:subscribe/5. This matters because the mesh sends copies of a fact down several links at once, and the pool dedups to the first arrival — so without ordering, a single publisher's seq 1, 2, 3 can reach you as 1, 3, 2. Each publisher's seq is pool-monotonic and contiguous, which is exactly what makes ordered delivery possible.

%% default — per-publisher FIFO
{ok, Pid1} = macula_subscriber:start_link(my_orders_listener, Pool, Realm, Topic, []),

%% newest-wins, drop stale
{ok, Pid2} = macula_subscriber:start_link(my_orders_listener, Pool, Realm, Topic, [],
                                          #{delivery => latest_only}),

%% raw arrival order (the pre-8.8 behaviour)
{ok, Pid3} = macula_subscriber:start_link(my_orders_listener, Pool, Realm, Topic, [],
                                          #{delivery => as_arrives}).

Ordered mode and loss. ordered trades a bounded delay for order: if seq 2 never arrives, the buffer holds 3, 4, … only until order_timeout_ms elapses, then skips the gap and releases them. That skip is the accepted "order-not-guaranteed delivery" trade for a lost fact — a reorder buffer cannot invent a message the mesh dropped. Design mesh facts to be idempotent and version-stamped so an occasional skip washes out.

Publisher restarts. A publisher's seq is seeded from wall-clock microseconds at start (macula_client for an SDK pool; hecate_pubsub_server for a station's own facts, since 10.17.0), so a restart shows up as a jump far wider than any reorder window. Both ordered and latest_only read a jump of more than 10 000 in either direction as a new epoch: the old epoch's buffered tail is released, then delivery continues from the new counter. The backward case matters for any publisher whose counter restarts at 0: without it, every fact after such a restart is dropped as "already delivered" until the counter climbs back over the old watermark, with nothing in macula:status/1 showing it (a live read model went blind for 10+ hours this way in September 2026). A backstep smaller than that is still a late duplicate and is still dropped.

Total order is not offered, by design. ordered restores a single publisher's order (cheap, over ordered transport). It does not impose a total order across different publishers — that would need a single sequencer (a consensus log) that the mesh deliberately does not have. Cross-publisher order is not something a decentralised broadcast can give you; carry a version or timestamp in the fact if a consumer needs to relate two publishers' events.

Pool-level tuning (connect/2 options)

Telemetry — is loss real?

macula:status/1 reports pubsub_gap_skips: the number of per-publisher gaps given up on after the timeout, i.e. the genuine loss rate an ordered subscriber could not fill. A near-zero value means the mesh is delivering and ordered costs you almost nothing; a rising value is the signal to look at delivery, not ordering.

{ok, #{pubsub_gap_skips := Skips}} = macula:status(Pool).

Dedup and delivery guarantees

{publisher, seq} is the dedup key. The pool guarantees you see each (Realm, Publisher, Seq) tuple at most once, even when the same EVENT arrives via multiple links (e.g. with replication_factor > 1). In ordered and latest_only modes the delivery layer additionally uses the seq to order or drop; in as_arrives the dedup layer is the only filter.

• At-most-once — fire and forget. No publisher-visible ack from subscribers.
• Per-publisher delivery order — ordered by default at the subscriber (see Delivery ordering above): out-of-order arrivals are buffered and released in seq order, with a genuinely missing seq skipped after order_timeout_ms. The mesh itself does not guarantee arrival order — a relay spreads one publisher's burst across concurrent verify workers, and a receiver may admit an event by more than one path — the subscriber-side ordered buffer is what turns that into in-order delivery. Opt into as_arrives if you'd rather see raw arrival order and reorder yourself.
• Cross-publisher ordering — none, by design. Two publishers' events arrive in arbitrary interleaving; see "Total order is not offered, by design" above.
• Cross-link dedup — the pool dedupes by (Realm, Publisher, Seq) over a 60-second window (configurable; see dedup_window_ms in CONNECTING_GUIDE.md).
• Cross-station gossip — default since 4.5.0. A daemon connected to station A and a daemon connected to station B see each other's publishes once subscription interest and the fact itself have gossiped between the stations; publisher-end-to-end signatures plus (publisher, seq) dedup at each hop is what makes this safe past one hop.

Topic naming reference

Quick reference. Full specification: TOPIC_NAMING_GUIDE.md.

Every topic is exactly five slash-separated segments:

{realm}/{publisher_org}/{publisher_app}/{domain}/{name}_v{N}

Pick a tier based on who owns the topic:

Past tense for facts (order_placed, wind_measured, user_registered). Present tense for hopes (order_place, payment_authorize).

System topics (_mesh.*, _macula.*) are infrastructure-owned and dot-separated. Do not publish to them from app code.

Patterns

Re-subscribe after pool restart

If your supervisor restarts the pool, your subscribers are not automatically re-attached. Either:

• Restart your subscriber processes (or macula_subscriber sinks) alongside the pool (one supervisor with rest_for_one strategy), or
• Watch for the subscription ending with pool_closed and re-subscribe to the new pool.

Multiple subscribers on one pool

A single pool can have arbitrarily many local subscribers — whether raw processes or macula_subscriber sinks. The pool issues exactly one wire-level SUBSCRIBE per (Realm, Topic), multiplexes inbound events to every local subscriber for that pair, and dedupes across links.

Backpressure

Events are delivered as Erlang messages. If a subscriber is slow, its mailbox grows. The pool itself never blocks. Apply your usual mailbox-flow-control patterns (process throttling, batching, etc.).

Idempotent handlers

Even though the pool dedupes by (Realm, Publisher, Seq), network weirdness across long restarts can theoretically allow a duplicate sneak through after the dedup window expires. Make handlers idempotent — match on a payload-level key (order id, sensor id + timestamp, etc.) when correctness matters.

Best practices

1. IDs in payloads, not topics. Always.
2. Past-tense facts, present-tense hopes. No CRUD verbs (created, updated, deleted).
3. Build topics via macula_topic — never inline strings.
4. Include a timestamp — erlang:system_time(millisecond) in every payload.
5. Keep handlers fast — spawn workers for heavy processing.
6. Make handlers idempotent — (publisher, seq) is a strong dedup key, but cross-restart edge cases exist; don't rely on exactly-once.

Diagnostics

These come through macula_diagnostics:event/2; wire them into your observability layer.

See also

• PUBSUB_PROTOCOL.md — the raw primitives underneath, plus how relay-side routing works.
• Connecting Guide — pool model, lifecycle, options
• Topic Naming Guide — canonical topic shape
• Authorization Guide — UCAN/DID identity
• macula_pubsub — slice module
• macula_client — pool implementation
• macula_subscriber — supervised subscriber behaviour