Redis Publish/Subscribe with Golang
SUBSCRIBE, UNSUBSCRIBE and PUBLISH implement the Publish/Subscribe messaging paradigm where senders (publishers) are not programmed to send their messages to specific receivers (subscribers). Rather, published messages are characterized into channels, without knowledge of what (if any) subscribers there may be. Subscribers express interest in one or more channels and only receive messages that are of interest, without knowledge of what (if any) publishers there are. This decoupling of publishers and subscribers allows for greater scalability and a more dynamic network topology.
In my opinion, Redis Pub/Sub is usually when the system wanna low latency because Redis is saved in memory, so it processes very fast. However, the message in Redis may be lost when the system or machine is shut down.
Pub/Sub in Redis is implemented and maintained very easily because the engineer knows Redis and backs up it.
Redis Pub/Sub channels can have multiple subscribers, but too many may have a performance impact.
What are the appropriate use cases for the** Redis Pub/Sub** “connected” delivery semantics?
- Real-time, low-latency, urgent messages: If messages are short-lived and age rapidly, so therefore are only relevant to subscribers for a short time window (basically “immediately”)
- Unreliable delivery/lossy messaging: If it doesn’t matter if some messages are simply discarded (e.g. redundant messages of low importance rather than uniquely critical “business” messages) due to unreliable delivery (failures in the network and subscribers, or failover from master to replicas, may all result in discarded messages)
- A requirement for at-most-once delivery per subscriber, i.e. subscribers are not capable of detecting duplicate messages and target systems are not idempotent
- If subscribers have short-lived, evolving, or dynamic interest in channels, and only want to receive messages from specific channels for finite periods of time (e.g. mobile IoT devices may only be intermittently connected, and only interested and able to respond to current messages at their location)
- If subscribers (and channels and publishers too!) are themselves potentially short-lived
- There are only a small number of subscribers and patterns per channel
Bellow this is the sample Pub/Sub when we use redis client
Subscribe channel test
127.0.0.1:6379> SUBSCRIBE test
Reading messages... (press Ctrl-C to quit)
1) "subscribe"
2) "test"
3) (integer) 1
Publish channel test with message "hihi"
127.0.0.1:6379> PUBLISH test hihi
(integer) 1
127.0.0.1:6379>
Result when subscriber receives the message from publisher
127.0.0.1:6379> SUBSCRIBE test
Reading messages... (press Ctrl-C to quit)
1) "subscribe"
2) "test"
3) (integer) 1
1) "message"
2) "test"
3) "hihi"
Now, let's implement Redis Pub/Sub with Golang. My flow: I will publish the message into the channel test by one goroutine and one goroutine will subscribe to the channel test and push it into one channel. I use 5 workers to read messages from the channel and process them.
Init the Redis connection
func initRedis() (*RedisClient, error) {
var redisClient *redis.Client
opts, err := redis.ParseURL("redis://default:@localhost:6279")
if err != nil {
log.Fatal("failed to init redis:", err)
return nil, err
}
opts.PoolSize = 30
opts.DialTimeout = 10 * time.Second
opts.ReadTimeout = 5 * time.Second
opts.WriteTimeout = 5 * time.Second
opts.IdleTimeout = 5 * time.Second
opts.Username = ""
redisClient = redis.NewClient(opts)
cmd := redisClient.Ping(context.Background())
if cmd.Err() != nil {
return nil, cmd.Err()
}
return &RedisClient{
Redis: redisClient,
}, nil
}
The goroutine publishes the message to the channel test and process them
func main() {
// init redis
redisClient, err := initRedis()
if err != nil {
logrus.Warnf("init redis client is failed with err: %v", err)
return
}
ctx, channel := context.Background(), "test"
ch := make(chan string, 1)
numberOfWorkers := 5
quit := make(chan os.Signal)
signal.Notify(quit, syscall.SIGINT, syscall.SIGTERM, syscall.SIGQUIT)
// 5 workers
for i := 0; i < numberOfWorkers; i++ {
go func() {
for msg := range ch {
fmt.Println(msg)
}
}()
}
subscriber := redisClient.Redis.Subscribe(ctx, channel)
go func() {
for {
message, err := subscriber.ReceiveMessage(ctx)
if err != nil {
continue
}
// push to channel
ch <- message.Payload
}
}()
time.Sleep(1 * time.Second)
go func() {
for i := 0; i < 1000; i++ {
redisClient.Redis.Publish(ctx, channel, fmt.Sprintf("hello %v", i))
}
}()
<-quit
log.Println("shutting down")
}
Reference:
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