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documentation/docs/guides/broadcasting-to-multiple-subscribers.md
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--- | ||
tags: | ||
- guide | ||
- beginner | ||
--- | ||
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# Broadcasting to multiple subscribers (like server-sent events, websockets, etc) | ||
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It is a common requirement in event-driven applications to have multiple subscribers receiving events from a single events source: | ||
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```mermaid | ||
flowchart LR | ||
source[Events source] | ||
proc[Publisher] | ||
sub1[Subscriber 1] | ||
sub2[Subscriber 2] | ||
sub3[Subscriber 3] | ||
source -- a, b, c --> proc | ||
proc -- a, b, c --> sub1 & sub2 & sub3 | ||
``` | ||
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A good example would be a periodic events stream where the events get pushed every second to multiple [server-sent event](https://developer.mozilla.org/en-US/docs/Web/API/Server-sent_events/Using_server-sent_events) subscribers. | ||
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Let us see how this can be done using Mutiny and the [Quarkus framework](https://quarkus.io/). | ||
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!!! note | ||
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We use Quarkus to illustrate a classic real-world usage for the broadcast operator, but the same kind of construct | ||
could be done with another framework or the [Vert.x toolkit](https://vertx.io/). | ||
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## Use-case: dynamic subscribers | ||
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We expose a HTTP endpoint for server-sent events, and each second we receive the current list of subscribers. | ||
The endpoint is exposed on path `/hello/ticks/{id}` where `id` is an identifier for a subscriber. | ||
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We could subscribe and follow the stream using [HTTPie](https://httpie.io/) for subscriber `1`: | ||
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```text | ||
$ http --stream :8080/hello/ticks/1 | ||
HTTP/1.1 200 OK | ||
Content-Type: text/event-stream | ||
X-SSE-Content-Type: text/plain | ||
transfer-encoding: chunked | ||
data:1 | ||
data:1 | ||
data:1 | ||
data:1,2 | ||
data:1,2 | ||
``` | ||
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The first 3 ticks have just one subscriber (`data:1`), but then once another subscriber arrives at path `/hello/ticks/2` we get ticks with identifiers `1,2`. | ||
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When the connection for subscriber `1` closes, we see the impact on subscriber `2`: | ||
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```text | ||
http --stream :8080/hello/ticks/2 | ||
HTTP/1.1 200 OK | ||
Content-Type: text/event-stream | ||
X-SSE-Content-Type: text/plain | ||
transfer-encoding: chunked | ||
data:1,2 | ||
data:1,2 | ||
data:2 | ||
data:2 | ||
data:2 | ||
``` | ||
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## Why is broadcasting required? | ||
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Mutiny offers a publisher for periodic event streams: | ||
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```java | ||
var ticks = Multi.createFrom().ticks().every(Duration.ofSeconds(1)); | ||
``` | ||
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You might wonder why we couldn't simply build our Quarkus endpoints as in: | ||
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```java | ||
@Path("/hello") | ||
public class GreetingResource { | ||
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@GET | ||
@Path("ticks/{id}") | ||
@RestStreamElementType(MediaType.TEXT_PLAIN) | ||
public Multi<String> ticks(String id) { | ||
return Multi.createFrom().ticks().every(Duration.ofSeconds(1)) | ||
// (rest of the pipeline...) | ||
; | ||
} | ||
} | ||
``` | ||
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The problem here is that instead of having a single events source to emit ticks, you will have as many as there are subscribers: | ||
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```mermaid | ||
flowchart LR | ||
source1[Events source] | ||
source2[Events source] | ||
source3[Events source] | ||
proc1[Publisher] | ||
proc2[Publisher] | ||
proc3[Publisher] | ||
sub1[Subscriber 1] | ||
sub2[Subscriber 2] | ||
sub3[Subscriber 3] | ||
source1 -- a, b, c --> proc1 | ||
source2 -- a, b, c --> proc2 | ||
source3 -- a, b, c --> proc3 | ||
proc1 -- a, b, c --> sub1 | ||
proc2 -- a, b, c --> sub2 | ||
proc3 -- a, b, c --> sub3 | ||
``` | ||
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You might be able to articulate some logic around such construct, but you will end up with many scheduled operations on the Quarkus thread pool. | ||
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Even worse: if your source is not periodic ticks emitted by Mutiny but some event source (e.g., a Kafka topic, a message broker queue, etc) then you might add correctness issues (e.g., not all subscribers get all messages). | ||
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## Broadcasting, listening to subscriptions and cancellations | ||
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It is fortunately quite easy to express such construct by sharing a common `Multi`, and broadcasting events to each subscriber. | ||
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Let's start with the HTTP endpoint: | ||
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```java | ||
private ConcurrentHashSet<String> identifiers = new ConcurrentHashSet<>(); | ||
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private Multi<String> ticks = (...); | ||
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@GET | ||
@Path("ticks/{id}") | ||
@RestStreamElementType(MediaType.TEXT_PLAIN) | ||
public Multi<String> ticks(String id) { | ||
Log.info("New client with id " + id); | ||
identifiers.add(id); | ||
return ticks.onCancellation().invoke(() -> { | ||
Log.info("Removing client with id " + id); | ||
identifiers.remove(id); | ||
}); | ||
} | ||
``` | ||
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The `ticks` method registers a new client in `identifiers`, and removes it upon cancellation. | ||
The returned `Multi` pipeline piggy-backs on top of the _shared_ `Multi`, which is built as follows: | ||
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```java | ||
private Multi<String> ticks = Multi.createFrom().ticks().every(Duration.ofSeconds(1)) | ||
.onItem().transform(tick -> { | ||
Log.info("tick"); | ||
return identifiers.stream().collect(Collectors.joining(",")); | ||
}) | ||
.onSubscription().invoke(() -> Log.info("Starting to emit ticks")) | ||
.onCancellation().invoke(() -> Log.info("No more ticks")) | ||
.broadcast() | ||
.withCancellationAfterLastSubscriberDeparture() | ||
.toAtLeast(1); | ||
``` | ||
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Here are a few observations. | ||
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1. For each periodic tick event, we assemble the current subscribers as a string of the form `"1,2,3"` with `.onItem().transform(...)`. | ||
2. We log an event when the periodic event stream starts (see `onSubscription().invoke(...)`). | ||
3. We log an event when the periodic event stream stops (see `onCancellation().invoke(...)`). | ||
4. We broadcast events to all subscribers, but: | ||
1. there must be at least one subscriber before the stream starts, and | ||
2. the stream is cancelled when the last subscriber departs. | ||
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This construction is quite interesting because we don't emit ticks when there are no subscribers, and we stop it when there are none. | ||
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If you play with such an example then you will see logs similar to these: | ||
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```text | ||
INFO [org.acm.GreetingResource] (vert.x-eventloop-thread-0) New client with id 1 | ||
INFO [org.acm.GreetingResource] (vert.x-eventloop-thread-0) Starting to emit ticks | ||
INFO [org.acm.GreetingResource] (executor-thread-1) tick | ||
INFO [org.acm.GreetingResource] (executor-thread-1) tick | ||
INFO [org.acm.GreetingResource] (vert.x-eventloop-thread-0) Removing client with id 1 | ||
INFO [org.acm.GreetingResource] (vert.x-eventloop-thread-0) No more ticks | ||
INFO [org.acm.GreetingResource] (vert.x-eventloop-thread-1) New client with id 1 | ||
INFO [org.acm.GreetingResource] (vert.x-eventloop-thread-1) Starting to emit ticks | ||
INFO [org.acm.GreetingResource] (executor-thread-1) tick | ||
INFO [org.acm.GreetingResource] (executor-thread-1) tick | ||
INFO [org.acm.GreetingResource] (executor-thread-1) tick | ||
INFO [org.acm.GreetingResource] (vert.x-eventloop-thread-0) New client with id 2 | ||
INFO [org.acm.GreetingResource] (executor-thread-1) tick | ||
INFO [org.acm.GreetingResource] (executor-thread-1) tick | ||
INFO [org.acm.GreetingResource] (vert.x-eventloop-thread-1) Removing client with id 1 | ||
INFO [org.acm.GreetingResource] (executor-thread-1) tick | ||
INFO [org.acm.GreetingResource] (executor-thread-1) tick | ||
INFO [org.acm.GreetingResource] (executor-thread-1) tick | ||
INFO [org.acm.GreetingResource] (vert.x-eventloop-thread-0) Removing client with id 2 | ||
INFO [org.acm.GreetingResource] (vert.x-eventloop-thread-0) No more ticks | ||
``` |
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