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Editorial Team
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Editorial Team
Asked: June 13, 20262026-06-13T12:02:52+00:00 2026-06-13T12:02:52+00:00

At our organization we have a SQL Server 2005 database and a fair number

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At our organization we have a SQL Server 2005 database and a fair number of database clients: web sites (php, zope, asp.net), rich clients (legacy fox pro). Now we need to pass certain events from the core database with other systems (MongoDb, LDAP and others). Messaging paradigm seems pretty capable of solving this kind of problem. So we decided to use RabbitMQ broker as a middleware.

The problem of consuming events from the database at first seemed to have only two possible solutions:

  1. Poll the database for outgoing messages and pass them to a message broker.
  2. Use triggers on certain tables to pass messages to a broker on the same machine.

I disliked the first idea due to latency issues which arise when periodical execution of sql is involved.

But event-based trigger approach has a problem which seems unsolvable to me at the moment. Consider this scenario:

  1. A row is inserted into a table.
  2. Trigger fires and sends a message (using a CLR Stored Procedure written in C#)

Everything is ok unless transaction which writes data is rolled back. In this case data will be consistent, but the message has already been sent and cannot be rolled back because trigger fires at the moment of writing to the database log, not at the time of transaction commit (which is a correct behaviour of a RDBMS).

I realize now that I’m asking too much of triggers and they are not suitable for tasks other than working with data.

So my questions are:

  1. Has anyone managed to extract data events using triggers?
  2. What other methods of consuming data events can you advise?
  3. Is Query Notification (built on top of Service Broker) suitable in my situation?

Thanks in advance!

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  1. Editorial Team
    Editorial Team
    2026-06-13T12:02:54+00:00Added an answer on June 13, 2026 at 12:02 pm

    Lest first cut out of the of the equation the obvious misfit: Query Notification is not right technology for this, because is designed to address cache invalidation of relatively stable data. With QN you’ll only know that table has changed, but you won’t be able to know what had changed.

    Kudos to you for figuring out why triggers invoking SQLCRL won’t work: the consistency is broken on rollback.

    So what does work? Consider this: BizTalk Server. In other words, there is an entire business built around this problem space, and solutions are far from trivial (otherwise nobody would buy such products).

    You can get quite far though following a few principles:

    • decoupling. Event based triggers are OK, but do not send the message from the trigger. Aside from the consistency issue on rollback you also have the latency issue of having every DML operation now wait for an external API call (the RabbitMQ send) and the availability issue of the external API call failure (if RabbitMQ is unavailable, your DB is unavailable). The solution is to have the trigger use ordinary tables as queues, the trigger will enqueue a message in the local db queue (ie. will insert into this table) and and external process will service this queue by dequeueing the messages (ie. delete from the table) and forwarding them to RabbitMQ. This decouples the transaction from the RabbitMQ operation (the external process is able to see the message only if the original xact commits), but the cost is some obvious added latency (there is an extra hop involved, the local table acting as a queue).
    • idempotency. Since RabbitMQ cannot enroll in distributed transactions with the database you cannot guarantee atomicity of the DB operation (the dequeue from local table acting as queue) and the RabbitMQ operation (the send). Either one can succeed when the other failed, and there is simply no way around it w/o explicit distributed transaction enrollment support. Which implies that the application will send duplicate messages every once in a while (usually when things already go bad for some reason). And a quick heads up: enrolling into the act of explicit ‘acknowledge’ messages and send sequence numbers is a loosing battle as you’ll quickly discover that you’re reinventing TCP on top of messaging, that road is paved with bodies.
    • tolerance. For the same reasons as the item above every now in a while a message you believe was sent will never make it. Again, what damage this causes is entirely business specific. The issue is not how to prevent this situation (is almost impossible…) but how to detect this situation, and what to do about it. No silver bullet, I’m afraid.

    You do mention in passing Service Broker (the fact that is powering Query Notification is the least interestign aspect of it…). As a messaging platform built into SQL Server which offers Exactly Once In Order delivery guarantees and is fully transacted it would solve all the above pain points (you can SEND from triggers withouth impunity, you can use Activation to solve the latency issue, you’ll never see a duplicate or a missing message, there are clear error semantics) and some other pain points I did not mention before (consistency of backup/restore as the data and the messages are on the same unit of storage – the database, cosnsitnecy of HA/DR failover as SSB support both database mirroring and clustering etc). The draw back though is that SSB is only capable of talking to another SSB service, in other words it can only be used to exchange messages between two (or more) SQL Server instances. Any other use requires the parties to use a SQL Server to exchange messages. But if your endpoints are all SQL Server, then consider that there are some large scale deployments using Service Broker. Note that endpoints like php or asp.net can be considered SQL Server endpoints, they are just programming layers on top of the DB API, a different endpoint would, say, the need to send messages from handheld devices (phones) directly to the database (and eve those 99% of the time go through a web service, which means they can reach a SQL Server ultimately). Another consideration is that SSB is geared toward throughput and reliable delivery, not toward low latency. Is definitely not the technology to use to get back the response in a HTTP web request, for instance. IS the technology to use to submit for processing something triggered by a web request.

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