Is it possible to implement the aggregator pattern in RabbitMQ?
I have A … N messages that I need to wait for/aggregate before sending off to another queue X.
So I'm thinking I will have some kind of unique ID that ensures that messages are routed exclusively to the same consumer and then wait for all the messages to arrive.
Is this possible in RabbitMQ?
Yes, it is possible.
But this is not RabbitMQ specific. Understanding what to aggregate and how to do it is beyond the responsibility of the message broker.
You need to write a service to subscribe to the relevant messages and then publish the result back. In the context of RabbitMQ, you could use routing keys to ensure the right consumer gets the messages, but that is not the only way.
Related
I have a producer and a consumer. Multiple instances of the consumer are running. When producer publishes a message, my intention is to consume the message by all the instances. So, I am using the direct exchange. Producer publishes a message to the direct exchange with a topic. Consumers are listening to that topic with the exclusive queue. This process is working fine when the consumer is up and producer publishes a message. But when consumers are down and producer publishes a message, consumers are not consuming this message when up.
I googled about the issue. A suggestion was to use named queue. But if I use named queue, messages will be consumed following the round-robin algorithm. That does not meet my expectation to consume the same message by all the consumers.
Is there any other solution?
Appreciated your help.
There are two solutions to your issue.
Using named queue is one of them.
Set your exchange in fanout mode and subscribe your named queues to it. Doing so, when a publisher send a message in your exchange, it will be dispatched to all the queues listening.
You can then have one or more consumer for each queue (allowing you to scale). You'll have to define a named queue / consumer. When one consumer disconnect, his queue still receive messages and when he comes back he can consume them.
You should be able to do what you want that way.
The other way is more for your personnal knowledge since you said you want to use RabbitMQ. But in that particular case you could use Kafkha, your consummer could then, after reconnection, resume at the message index he was when he disconnected.
Please update me if it doesn't work :)
So I'm testing RabbitMQ in one node. Plain and simple,
One producer sends messages to the queue,
Multiple consumers take tasks from that queue.
Currently consumers execute thousands of messages per second, they are too fast so I need them to slow down. Managing consumer-side throttling is not possible due to network unreliable nature.
Collectively consumers must not take more than 10 messages per second altogether from that queue.
Is there a way to configure RabbitMQ so as the queue dispatches a maximum of 10 messages per second?
If I remember correctly, once Rabbit MQ has delivered a message to the queue, it's up to consumers to consume a message. There are various consumers in different languages, you haven't mentioned anything specific, so I'm giving a generic answer.
In my understanding, you shouldn't try to impose any restrictions on Rabbit MQ itself, instead, consider implementing connection pool of message consumers that will be able to handle not more than X messages simultaneously on the client side. Alternatively, you can provide some kind of semaphore at the handler itself, but not on the Rabbit MQ server itself.
I'm trying to setup RabbitMQ in a model where there is only one producer and one consumer, and where messages sent by the producer are delivered to the consumer only if the consumer is connected, but dropped if the consumer is not present.
Basically I want the queue to drop all the messages it receives when no consumer is connected to it.
An additional constraint is that the queue must be declared on the RabbitMQ server side, and must not be explicitly created by the consumer or the producer.
Is that possible?
I've looked at a few things, but I can't seem to make it work:
durable vs non-durable does not work, because it is only useful when the broker restarts. I need the same effect but on a connection.
setting auto_delete to true on the queue means that my client can never connect to this queue again.
x-message-ttl and max-length make it possible to lose message even when there is a consumer connected.
I've looked at topic exchanges, but as far as I can tell, these only affect the routing of messages between the exchange and the queue based on the message content, and can't take into account whether or not a queue has connected consumers.
The effect that I'm looking for would be something like auto_delete on disconnect, and auto_create on connect. Is there a mechanism in rabbitmq that lets me do that?
After a bit more research, I discovered that one of the assumptions in my question regarding x-message-ttl was wrong. I overlooked a single sentence from the RabbitMQ documentation:
Setting the TTL to 0 causes messages to be expired upon reaching a queue unless they can be delivered to a consumer immediately
https://www.rabbitmq.com/ttl.html
It turns out that the simplest solution is to set x-message-ttl to 0 on my queue.
You can not doing it directly, but there is a mechanism not dificult to implement.
You have to enable the Event Exchange Plugin. This is a exchange at which your server app can connect and will receive internal events of RabbitMQ. You would be interested in the consumer.created and consumer.deleted events.
When these events are received you can trigger an action (create or delete the queue you need). More information here: https://www.rabbitmq.com/event-exchange.html
Hope this helps.
If your consumer is allowed to dynamically bind / unbind a queue during start/stop on the broker it should be possible by that way (e.g. queue is pre setup and the consumer binds the queue during startup to an exchange it wants to receive messages from)
I have implemented the example from the RabbitMQ website:
RabbitMQ Example
I have expanded it to have an application with a button to send a message.
Now I started two consumer on two different computers.
When I send the message the first message is sent to computer1, then the second message is sent to computer2, the thrid to computer1 and so on.
Why is this, and how can I change the behavior to send each message to each consumer?
Why is this
As noted by Yazan, messages are consumed from a single queue in a round-robin manner. The behavior your are seeing is by design, making it easy to scale up the number of consumers for a given queue.
how can I change the behavior to send each message to each consumer?
To have each consumer receive the same message, you need to create a queue for each consumer and deliver the same message to each queue.
The easiest way to do this is to use a fanout exchange. This will send every message to every queue that is bound to the exchange, completely ignoring the routing key.
If you need more control over the routing, you can use a topic or direct exchange and manage the routing keys.
Whatever type of exchange you choose, though, you will need to have a queue per consumer and have each message routed to each queue.
you can't it's controlled by the server check Round-robin dispatching section
It decides which consumer turn is. i'm not sure if there is a set of algorithms you can pick from, but at the end server will control this (i think round robin algorithm is default)
unless you want to use routing keys and exchanges
I would see this more as a design question. Ideally, producers should create the exchanges and the consumers create the queues and each consumer can create its own queue and hook it up to an exchange. This makes sure every consumer gets its message with its private queue.
What youre doing is essentially 'worker queues' model which is used to distribute tasks among worker nodes. Since each task needs to be performed only once, the message is sent to only one node. If you want to send a message to all the nodes, you need a different model called 'pub-sub' where each message is broadcasted to all the subscribers. The following link shows a simple pub-sub tutorial
https://www.rabbitmq.com/tutorials/tutorial-three-python.html
I am starting with ActiveMQ and I have a usecase. i have n producers sending messages into a Queue Q1. I want to stop the delivery of messages (i.e. i do not want consumers to consume those messages). I want to store the messages for sometime without those being consumed.
I was looking at ways this can be achieved. These two things came into my mind based on what i browsed through.
Using Mirrored queues, so that I can wiretap the messages and save into a virtual queue.
Possibly stop consumers from doing a PULL on the queue.
Another dirty way of doing this is by making consumers not send ack messages once its consumed a message from the queue.
We are currently not happy with either of these.
Any other way you can suggest.
Thanks in advance.
If you always want message delivery to be delayed you can use the scheduler feature of ActiveMQ to delay delivery until a set time or a fixed delay etc.
Other strategies might also work but it really up to you to design something that fits your use case. You can try to use Apache Camel to define a route that implements the logic of your use case to either dispatch a message to a Queue or send it to the scheduler for delayed processing. It all really depends on your use case and requirements.