I've defined one topic exchange (alarms) and multiple queues, each with its own routing key:
allAlarms, with routing key alarms.#: I want this to be used for receiving all alarms in a monitoring application
alarms_[deviceID], with routing key alarms.[deviceID], where the number of devices can vary at any given time
When sending an alarm from the device, I publish it using the routing key alarms.[deviceID]. The monitoring app, however, only consumes from the allAlarms queue. This leads to the following problem:
The messages in the allAlarms queue have been consumed, while the messages in the remaining queues are ready. Is there a better way of handling messages from multiple consumers? Ideally, I'd like to be able to also send commands back to the devices using the same queues where the devices publish their alarms.
It looks like you have consumers bound to the allAlarms queue but not to any of the alarms_[deviceID] queues.
In AMQP, a single consumer is bound to a single queue by name (and each queue can have multiple consumers bound to it). Messages are delivered to the consumers of a queue in round robin such that for a given message in a queue there is exactly one consumer that will receive the message. That is, consumers cannot listen to multiple queues.
Since you're using a topic exchange, you're correctly routing a single message to multiple queues via the routing key and queue bindings. This means that you can have a consumer for each queue and when a message is delivered to the exchange, each queue will get a copy of the message and each queue will deliver the message to exactly one consumer on each queue.
Thus, if allAlarms is consuming messages, it's because it has a consumer attached to the queue. If any of the alarms_[deviceID] are not consuming messages then they must not have consumers bound to those individual queues. You have to start up consumers for each alarms_[deviceID] by name. That will allow you to also have different consumer logic for different queues.
One last thing:
Ideally, I'd like to be able to also send commands back to the devices using the same queues where the devices publish their alarms.
You don't want to do this using the same queue because there's nothing that will stop the non-device consumers on the queue from picking up those messages.
I believe you're describing RPC over RabbitMQ. For that you will want to publish the messages to the alarms queues with a reply-to header which is the name of a temporary queue. This temp queue is a single-use queue that the consumer will publish to when it's done to communicate back to the device. The device will publish to the alarms exchange and then immediately start listening to the temp queue for a response from the consumer.
For more info on RPC over RabbitMQ check out this tutorial.
I don't think you need any of the queues for the devices - the alarm_[deviceid] queues.
You don't have any consumer code set up on these queues, and the messages are backed up and waiting for you to consume them.
You also haven't mentioned a need to consume messages from these queues. Instead, you are only consuming messages form the alarmAll queue.
Therefore, I would drop all of the alarm_[deviceid] queues and only have the alarmAll queue.
Just publish the alarms through your exchange and route them all to the alarmAll queue and be done with it. No need for any other routing or queues.
Related
I have a scenario where we have a fanout exchange and a number of queues (>1K) and a consumer for each of these queues. I want to have a dead-letter echange for all of these queues. Each of these queues will have a different dead-letter routing key. Now I want to bind a queue to the dead-letter exchange and want all my consumers to consume from that queue whenever the message in the queue matches their dead-letter routing key. Is that possible?
I can't afford to create a dead-letter queue for each of these consumers as that would blow up the total number of queues. I just want the consumer to perform some action whenever a message is dead-lettered from the queue it's consuming from.
I looked into the documentation and it seems the routing based on keys happens at the queue level. If there are multiple consumers to a queue, they will consume in a round robin fashion only. Is there a way for a consumer to selectively read messages from a queue or for all consumers to be able to consume all messages from a single queue?
Using RabbitMQ 3.7.16, with spring-amqp 2.2.3.RELEASE.
Multiple clients publish messages to the DataExchange topic exchange in our RabbitMQ server, using a unique routing key. In the absence of any bindings, the exchange will route all the messaged to the data.queue.generic through the AE.
When a certain client (client ID 1 and 2 in the diagram) publishes lots of messages, in order to scale the consumption of their messages independently from other clients, we are starting consumers and assign them to only handle a their client ID. To achieve this, each client-consumer is defining a new queue, and it binds it to the topic exchange with the routing key events.<clientID>.
So scaling up is covered and works well.
Now when the messages rate for this client goes down, we would like to also scale down its consumers, up to the point of removing all of them. The intention is to then have all those messages being routed to the GenericExchange, where there's a pool of generic consumers taking care of them.
The problem is that if I delete data.queue.2 (in order to remove its binding which will lead to new messages being routed to the GenericExchange) all its pending messages will be lost.
Here's a simplified architecture view:
It would be an acceptable solution to let the messages expire with a TTL in the client queue, and then dead letter them to the generic exchange, but then I also need to stop the topic exchange from routing new messages to this "dying" queue.
So what options do I have to stop the topic exchange from routing messages to the client queue where now there's no consumer connected to it?
Or to explore another path - how to dead letter messages in a deleted/expired queue?
If the client queue is the only one with a matching binding as your explanation seems to suggest, you can just remove the binding between the exchange and the queue.
From then on, all new messages for the client will go through the alternate exchange, your "generic exchange", to be processed by your generic consumers.
As for the messages left over in the client queue, you could use a shovel to send them back to the topic exchange, for them to be routed to the generic exchange.
This based on the assumption the alternate exchange is internal. If it's not internal, you can target it directly with the shovel.
As discussed with Bogdan, another option to resolve this while ensuring no message loss is occuring is to perform multiple steps:
remove the binding between the specific queue and the exchange
have some logic to have the remaining messages be either consumed or rerouted to the generic queue
if the binding removal occurs prior to the consumer(s) disconnect, have the last consumer disconnect only once the queue is empty
if the binding removal occurs after the last consumer disconnect, then have a TTL on messages with alternate exchange as the generic exchange
depending on the options selected before, have some cleanup mecanism to remove the lingering empty queues
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 :)
I have a produser sending messages to the queue and two clients, that need to recieve all the messages from this queue. I considered using a topic whith durable subscribers, but I need consumers to recieve all messages even if they have been down for some time. Is there any solution for my case?
If you need all clients to get a copy of the same persistent message you'll want to use a Virtual Destination. You'll have to have each client listen to its own queue, but either method mentioned in the link will work.
I have a rabbitmq cluster used as a working queue. There are 5 kinds of consumers who want to consume exactly the same data.
What I know for now is using fanout exchange to "copy" the data to 5 DIFFERENT queues. And the 5 consumers can consume different queue. This is kind of wasting resources because the data is the same in file queues.
My question is, does rabbitmq support to push the same data to multi consumers? Just like a message need to be acked for a specified times to be deleted.
I got the following answer from rabbitmq email group. In short, the answer is no... and what I did above is the correct way.
http://rabbitmq.1065348.n5.nabble.com/Does-rabbitmq-support-to-push-the-same-data-to-multi-consumers-td36169.html#a36170
... fanout exchange to "copy" the data to 5 DIFFERENT queues. And the 5 consumers can consume different queue. This is kind of wasting resources because the data is the same in file queues.
You can consume with 5 consumers from one queue if you do not want to duplicate messages.
does rabbitmq support to push the same data to multiple consumers
In AMQP protocol terms you publish message to exchange and then broker (RabbitMQ) decide what to do with messages - assume it figured out the queue message intended for (one or more) and then put that message on top of that queue (queues in RabbitMQ are classic FIFO queues which is somehow break AMQP implementation in RabbitMQ). Only after that message may be delivered to consumer (or die due to queue length limit or per-queue or per-message ttl, if any).
message need to be acked for a specified times to be deleted
There are no way to change message body or attributes after message being published (actually, Dead Letter Exchanges extension and some other may change routing key, for example and add,remove and change some headers, but this is very specific case). So if you want to track ack's number you have to re-publish consumed message with changed body or header (depends on where do you plan to store ack's counter, but headers fits pretty nice for this.
Also note, that there are redeliverd message attribute which denotes whether message was already was consumed, but then redelivered. This flag doesn't count redelivers number so it usage is quite limited.