Advice on implementing a multi-agents system in go

xuanbao · · 765 次点击    
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<p>I have this project idea of implementing a multiple agents systems that consist of 2 main components: </p> <ul> <li>triggers: they emit events, e.g: timer that fires every 5h, http webhook that receives requests...</li> <li>workers: they react to events: e.g: a scraper, an email notifier, a db handler...</li> </ul> <p>think of something close to ifttt.com, multiple combinations of workers/triggers are also possible, this diagram can help visualize a use case (<a href="http://imgur.com/a/w8qEA" rel="nofollow">http://imgur.com/a/w8qEA</a>) </p> <p>I&#39;m not sure how i should desing this project in Go in order to take advantage of its concurrency features, I tried to follow javascript like approach using event listeners but didn&#39;t feel right to me.</p> <p>I was wondering if there&#39;s any known design pattern that can help me solve this problem using channels and goroutines?</p> <hr/>**评论:**<br/><br/>muesli: <pre><p>This sounds a lot like Beehive, which I&#39;ve worked on in the last couple years: <a href="https://github.com/muesli/beehive" rel="nofollow">https://github.com/muesli/beehive</a></p> <p>It intentionally doesn&#39;t do concurrent execution currently, but you could easily adapt it. Feel free to contribute, too!</p></pre>zianwar: <pre><p>This is great! will definitely check it out</p></pre>etherealflaim: <pre><p>The simplest model is probably to have triggers (that might implement some kind of interface so that the framework can monitor them and report general status information in a GUI or status page) that have a Subscribe-style API. You don&#39;t want to use channels in exported APIs, but your trigger framework could provide some helpers for notifying a set of subscribers concurrently.</p> <p>By way of illustration, you could have a trigger package that you use to register triggers for monitoring:</p> <pre><code>package trigger type TriggerStats struct { CurrentSubscribers int SuccessfulNotifications int // ... } type Trigger interface { Name() string Stats() TriggerStats } func Register(t Trigger) {} </code></pre> <p>An event package for whatever common format you want your events to take:</p> <pre><code>package event type Event struct { // ... } </code></pre> <p>A subscriber package to implement helpers for dispatching notifications</p> <p>Packages for your triggers:</p> <pre><code>package webook type Trigger struct { Path string } type Subscriber interface { RequestReceived(Event) } func (t *Trigger) Subscribe() { /* ... */ } func (t *Trigger) ServeHTTP(w http.ResponseWriter, r *http.Request) { // ... compute ev *Event for _, sub := range t.subscribers { subscriber.Dispatch(ctx, func(ctx context.Context) { sub.RequestReceived(ctx, ev) }) } } </code></pre> <p>etc.</p> <p>Internally, the Dispatch helper would spawn a new goroutine, correctly using <a href="https://golang.org/pkg/context/#WithTimeout" rel="nofollow">context.WithTimeout</a> and friends to make sure that the recipient doesn&#39;t take too long.</p> <p>The channels might come into play in the worker packages; depending on the incoming volume and workload, you could either just do your work in the goroutine the trigger starts for you, or you could have a work queue implemented as a buffered channel with a configurable number of workers pulling jobs off of it.</p></pre>

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