I am using activemq to pass requests between different processes. In some cases, I have multiple, duplicate message (which are requests) in the queue. I would like to have only one. Is there a way to send a message in a way that it will replace an older message with similar attributes? If there isn't, is there a way to inspect the queue and check for a message with specific attributes (in this case I will not send the new message if an older one exists).
Clarrification (based on Dave's answer): I am actually trying to make sure that there aren't any duplicate messages on the queue to reduce the amount of processing that is happening whenever the consumer gets the message. Hence I would like either to replace a message or not even put it on the queue.
Thanks.
This sounds like an ideal use case for the Idempotent Consumer which removes duplicates from a queue or topic.
The following example shows how to do this with Apache Camel which is the easiest way to implement any of the Enterprise Integration Patterns, particularly if you are using ActiveMQ which comes with Camel integrated out of the box
from("activemq:queueA").
idempotentConsumer(memoryMessageIdRepository(200)).
header("myHeader").
to("activemq:queueB");
The only trick to this is making sure there's an easy way to calculate a unique ID expression on each message - such as pulling out an XPath from the document or using as in the above example some unique message header
You could browse the queue and use selectors to identify the message. However, unless you have a small amount of messages this won't scale very well. Instead, you message should just be a pointer to a database-record (or set of records). That way you can update the record and whoever gets the message will then access the latest version of the record.
Related
i was wondering if there is a way to implement metadata or even multiple metadata to a service bus queue message to be used later on in an application to sort on but still maintaining FIFO in the queue.
So in short, what i want to do is:
Maintaining Fifo, that s First in First Out structure in the queue, but as the messages are coming and inserted to the queue from different Sources i want to be able to sort from which source the message came from with for example metadata.
I know this is possible with Topics where you can insert a property to the message, but also i am unsure if it is possible to implement multiple properties into the topic message.
Hope i made my self clear on what i am asking is possible.
I assume you use .NET API. If this case you can use Properties dictionary to write and read your custom metadata:
BrokeredMessage message = new BrokeredMessage(body);
message.Properties.Add("Source", mySource);
You are free to add multiple properties too. This is the same for both Queues and Topics/Subscriptions.
i was wondering if there is a way to implement metadata or even multiple metadata to a service bus queue message to be used later on in an application to sort on but still maintaining FIFO in the queue.
To maintain FIFO in the queue, you'd have to use Message Sessions. Without message sessions you would not be able to maintain FIFO in the queue itself. You would be able to set a custom property and use it in your application and sort out messages once they are received out of order, but you won't receive message in FIFO order as were asking in your original question.
If you drop the requirement of having an order preserved on the queue, the the answer #Mikhail has provided will be suitable for in-process sorting based on custom property(s). Just be aware that in-process sorting will be not a trivial task.
I'm doing a project in Spring Integration and I have a big problem.
There are some filtering components in the flow and later in the flow I have an aggregation element.
The problem is that the filtering component does not support to "apply-sequence" property. It filters out some records without modifying the original sequence number however the number of messages are reduced.
Later in the flow I need an aggregation which fails releasing elements since some messages are filtered out.
I don't want to use any special routing elements which have apply-sequence property.
Can you suggest me any common solution for this type of filtering problem?
Thanks,
I'd say you misunderstand the behaviour of the filter and aggregator.
I guees you have some apply-sequence-aware component upstream. So, all messages in that group accept several headers - correlationId - to group messages in the default aggregator; sequenceNumber - the index of the message; sequenceSize - the number of messages in the group.
Filter just checks messages for some condition and sends them to the outpu-channel or does discard logic. It doesn't modify messages. However even if we could do that, it doesn't sounds good anyway.
Assume we have just only two messages in the group. The first on is OK for filtering - we just send it to the aggregator. But the second is discarded, and, yes, it won't be sent to aggregator. And the last one never releases that group, because the sequenceSize isn't reached.
To overcome your requirement you need to have some custom ReleaseStrategy on the aggregator (by default it is SequenceSizeReleaseStrategy). For example to check some state in your system that all messages in the group have been sent independently of true or false result after filter. Or have some fake message for the same reason and check its availability in the group.
In this case you will need just take care about correlationId to group messages in the aggregator.
UPDATE
What is the suggested release strategy for such a scenario? Would it be a good strategy to use timeout as release stretegy?
What I can say that sometimes it is really difficult to find good solution for some integration scenarios. The messaging is stateless by nature, so to correlate and group an undetermined number of messages may be a problem.
There is need to see requirements and environment.
For example when all your messages are processed in the single thread you can safely send some fake marker message in the end directly to the aggregator and check it from ReleaseStrategy. And it will work even when all your messages from the group may be discarded.
If you process those messages in parallel or they are received from different threads, you really won't be able to determine the order of messages and the time for each process.
In this case the TimeoutCountSequenceSizeReleaseStrategy really can help. Of course, there will be need to find the good timeframe compromise according to the requirements to your system.
The scenario is publisher/subscriber, and I am looking for a solution which can give the feasibility of sending one message generated by ONE producer across MULTIPLE consumers in real-time. the light weight this scenario can be handled by one solution, the better!
In case of AMQP servers I've only checked out Rabbitmq and using rabbitmq server for pub/sub pattern each consumer should declare an anonymous, private queue and bind it to an fanout exchange, so in case of thousand users consuming one message in real-time there will be thousands or so anonymous queue handling by rabbitmq.
But I really do not like the approach by the rabbitmq, It would be ideal if rabbitmq could handle this pub/sub scenario with one queue, one message , many consumers listening on one queue!
what I want to ask is which AMQP server or other type of solutions (anyone similar including XMPP servers or Apache Kafka or ...) handles the pub/sub pattern/scenario better and much more efficient than RabbitMQ with consuming (of course) less server resource?
preferences in order of interest:
in case of AMQP enabled server handling the pub/sub scenario with only ONE or LESS number of queues (as explained)
handling thousands of consumers in a light-weight manner, consuming less server resource comparing to other solutions in pub/sub pattern
clustering, tolerating failing of nodes
Many Language Bindings ( Python and Java at least)
easy to use and administer
I know my question may be VERY general but I like to hear the ideas and suggestions for the pub/sub case.
thanks.
In general, for RabbitMQ, if you put the user in the routing key, you should be able to use a single exchange and then a small number of queues (even a single one if you wanted, but you could divide them up by server or similar if that makes sense given your setup).
If you don't need guaranteed order (as one would for, say, guaranteeing that FK constraints wouldn't get hit for a sequence of changes to various SQL database tables), then there's no reason you can't have a bunch of consumers drawing from a single queue.
If you want a broadcast-message type of scenario, then that could perhaps be handled a bit differently. Instead of the single user in the routing key, which you could use for non-broadcast-type messages, have a special user type, say, __broadcast__, that no user could actually have, and have the users to broadcast to stored in the payload of the message along with the message itself.
Your message processing code could then take care of depositing that message in the database (or whatever the end destination is) across all of those users.
Edit in response to comment from OP:
So the routing key might look something like this message.[user] where [user] could be the actual user if it were a point-to-point message, and a special __broadcast__ user (or similar user name that an actual user would not be allowed to register) which would indicate a broadcast style message.
You could then place the users to which the message should be delivered in the payload of the message, and then that message content (which would also be in the payload) could be delivered to each user. The mechanism for doing that would depend on what your end destination is. i.e. do the messages end up getting stored in Postgres, or Mongo DB or similar?
How can I get copy of all messages (or references of all messages) that are on a VMQueue?
I want to loop through the list of messages that are currently on VMQueue, check the payload of every message, and based on that make decision about next step in the flow.
Thanks.
You have to consume them with a vm:inbound-endpoint, you can't peek or browse them without actually taking them out of the queue.
I'm very new to messaging system, and I was trying to find my answer on http://www.rabbitmq.com/tutorials/, and I'm pretty sure it should be over there, but so far I got little bit confused with all bindings, queues, exchanges.
So I'm looking an answer for the question how to specify what type of "queue" (sorry if i have to use other word for this) is it. On producer side. To be more clear I'll give you an example:
So I want my consumer to subscribe to one "queue" and than once it receives it perform some operation based on what's inside this queue. Lets say if message contains a picture than do something, if it is a text, than do something else.
I was thinking my producer should add something like type:foo to the payload, and than consumer will look for this type. But I hope there is a better solution for this. Something like add a header to the queue.
Thank you.
If your consumer have to do different tasks for different types of message, then it would be better to create one distinct consumer per task.
That way, you can easily create one queue for each type of message and make each consumer consume messages from the right queue.
Your producer can send the message to the correct queue either directly or by using RabbitMQ routing.
Take a look at the "Routing" tutorial on the RabbitMQ website, it seems to match your use-case : http://www.rabbitmq.com/tutorials/tutorial-four-python.html