I'm working on creating an events system with Azure ServiceBus, I find events generally hits reliably at the scheduled time I had them set to run - so if event 'pop' is supposed to run at 12:30pm it generally would be delivered at that time to my reciever.
I wanted to know is there a guarantee that events are always fired within the scheduled time or is that more of a suggested time and the system can get clogged and backlogged causing longer queues to form?
There are quite a few differences between messages (which are handled with Service Bus) and events, as you can see in the article Choose between Azure messaging services - Event Grid, Event Hubs, and Service Bus.
An event is a lightweight notification of a condition or a state change. The publisher of the event has no expectation about how the event is handled. The consumer of the event decides what to do with the notification. Events can be discrete units or part of a series.
[...]
A message is raw data produced by a service to be consumed or stored elsewhere. The message contains the data that triggered the message pipeline.
It sounds like you need a reliable way to have a timer trigger execute on a specific time. Service Bus is not the correct service for that, since "the message enquing time does not mean that the message will be sent at that time. It will get enqueued, but the actual sending time depends on the queue's workload and its state." (see BrokeredMessage.ScheduledEnqueueTimeUtc Property).
For handling the triggering in a reliable way, you could use services like Logic Apps (if you want to create it low-code/no-code) or Azure Functions (for the Serverless solution with code).
If you're actually looking for events, consider Event Grid.
Related
Currently we have a legacy system (.net framework library) where a message is queued in service bus queue. There is windows service, which has multiple message handlers (custom classes for processing a message). We have a logic to split the message from queue into these message handlers. Ratio of split is 90% and 10% into these message handlers.
We are planning to migrate this legacy system into azure function/durable function, where we could have a queue trigger to process a message. We could have multiple azure functions, one for each message handler in legacy system. Challenge we face is how do we handle splitting of messages into these azure function?
For e.g.: Azure-Function-1 should take 90% of the queue message, Azure-Function-2 should take 10% of the queue message.
My question is does azure has out-of-the-box solution for handling messages in such a scenario? Is there any other better solution than Azure functions/durable functions?
This not how it works. The number of functions is determined by the number of events. So if your Azure-Function-1 has more messages then Azure-function-2, changes are it will have more copies of your function in execution.
If you have very large number of messages, maybe you could switch to Event Hubs where you can determine (only in advance) the number of partitions and Throughput Units.
According to this doc service bus supports two modes Receive-and-Delete and Peek-Lock.
If using Peek-Lock Mode if the consumer crashes/hangs/do a very long GC right after processing the message, but before the messageId is "Completed" and visibility time expires there's a chance that same message is delivered twice.
Then how does Microsoft says that Service Bus supports at most once delivery mode. Is it because of the Receive-and-Delete mode which sends messages only once.But then again, if something happens while consumers are processing the message then that valuable info is lost.
If yes then what is the best way to ensure exact once delivery using Azure Services Bus as Queue and Azure Functions as Consumers.
P.S. The one approach I can think of is storing MessageID's in blob but since in my case number of MessageID's could be very large storing and loading all of them is not right approach.
Azure Functions will always consume Service Bus messages in Peek-Lock mode. Exactly Once delivery is basically not possible in general case: there's always a chance that consuming application will crash at wrong time just before completing the message, and then the message will be re-delivered.
You should strive to implement Effectively Once processing. This is usually achieved with idempotent message processor.
Storing MessageID's (consumer-side de-duplication) is one option. You could have a policy to clean up old Message IDs to keep the size of such storage manageable. To make this 100% reliable you would have to store Message ID in the same transaction as other modifications done by processor.
Other options really depend on your processing scenario. Find a way to make it idempotent - so that processing the same message multiple times is functionally same as processing it just once.
I was hoping if someone can clarify a few things regarding Azure Storage Queues and their interaction with WebJobs:
To perform recurring background tasks (i.e. add to queue once, then repeat at set intervals), is there a way to update the same message delivered in the QueueTrigger function so that its lease (visibility) can be extended as a way to requeue and avoid expiry?
With the above-mentioned pattern for recurring background jobs, I'm also trying to figure out a way to delete/expire a job 'on demand'. Since this doesn't seem possible outside the context of WebJobs, I was thinking of maybe storing the messageId and popReceipt for the message(s) to be deleted in Table storage as persistent cache, and then upon delivery of message in the QueueTrigger function do a Table lookup to perform a DeleteMessage, so that the message is not repeated any more.
Any suggestions or tips are appreciated. Cheers :)
Azure Storage Queues are used to store messages that may be consumed by your Azure Webjob, WorkerRole, etc. The Azure Webjobs SDK provides an easy way to interact with Azure Storage (that includes Queues, Table Storage, Blobs, and Service Bus). That being said, you can also have an Azure Webjob that does not use the Webjobs SDK and does not interact with Azure Storage. In fact, I do run a Webjob that interacts with a SQL Azure database.
I'll briefly explain how the Webjobs SDK interact with Azure Queues. Once a message arrives to a queue (or is made 'visible', more on this later) the function in the Webjob is triggered (assuming you're running in continuous mode). If that function returns with no error, the message is deleted. If something goes wrong, the message goes back to the queue to be processed again. You can handle the failed message accordingly. Here is an example on how to do this.
The SDK will call a function up to 5 times to process a queue message. If the fifth try fails, the message is moved to a poison queue. The maximum number of retries is configurable.
Regarding visibility, when you add a message to the queue, there is a visibility timeout property. By default is zero. Therefore, if you want to process a message in the future you can do it (up to 7 days in the future) by setting this property to a desired value.
Optional. If specified, the request must be made using an x-ms-version of 2011-08-18 or newer. If not specified, the default value is 0. Specifies the new visibility timeout value, in seconds, relative to server time. The new value must be larger than or equal to 0, and cannot be larger than 7 days. The visibility timeout of a message cannot be set to a value later than the expiry time. visibilitytimeout should be set to a value smaller than the time-to-live value.
Now the suggestions for your app.
I would just add a message to the queue for every task that you want to accomplish. The message will obviously have the pertinent information for processing. If you need to schedule several tasks, you can run a Scheduled Webjob (on a schedule of your choice) that adds messages to the queue. Then your continuous Webjob will pick up that message and process it.
Add a GUID to each message that goes to the queue. Store that GUID in some other domain of your application (a database). So when you dequeue the message for processing, the first thing you do is check against your database if the message needs to be processed. If you need to cancel the execution of a message, instead of deleting it from the queue, just update the GUID in your database.
There's more info here.
Hope this helps,
As for the first part of the question, you can use the Update Message operation to extend the visibility timeout of a message.
The Update Message operation can be used to continually extend the
invisibility of a queue message. This functionality can be useful if
you want a worker role to “lease” a queue message. For example, if a
worker role calls Get Messages and recognizes that it needs more time
to process a message, it can continually extend the message’s
invisibility until it is processed. If the worker role were to fail
during processing, eventually the message would become visible again
and another worker role could process it.
You can check the REST API documentation here: https://msdn.microsoft.com/en-us/library/azure/hh452234.aspx
For the second part of your question, there are really multiple ways and your method of storing the id/popReceipt as a lookup is a possible option, you can actually have a Web Job dedicated to receive messages on a different queue (e.g plz-delete-msg) and you send a message containing the "messageId" and this Web Job can use Get Message operation then Delete it. (you can make the job generic by passing the queue name!)
https://msdn.microsoft.com/en-us/library/azure/dd179474.aspx
https://msdn.microsoft.com/en-us/library/azure/dd179347.aspx
I am using an Azure queue and have several different processes reading from the queue.
My system is built in a way that assumes each message is read only once.
This Microsoft article claims Azure queues have an at least once delivery guarantee which potentially means two processes can read the same message from the queue.
This StackOverflow thread claims that if I use GetMessage then the message becomes invisible to all other processes for the invisibility timeout.
Assuming I use GetMessage() and never exceed the message invisibility time before I DeleteMessage, can I assume I will get each message only once?
I think there is a property in queue message named DequeueCount, which is the number of times this message has been dequeued. And it's maintained by queue service. I think you can use this property to identify whether your message had been read before.
https://learn.microsoft.com/en-us/dotnet/api/azure.storage.queues.models.queuemessage.dequeuecount?view=azure-dotnet
No. The following can happen:
GetMessage()
Add some records in a database...
Generate some files...
DeleteMessage() -> Unexpected failure (process that crashes, instance that reboots, network connectivity issues, ...)
In this case your logic was executed without calling DeleteMessage. This means, once the invisibility timeout expires, the message will appear in the queue and be processed once again. You will need to make sure that your process is idempotent:
Idempotence is the property of certain operations in mathematics and
computer science, that they can be applied multiple times without
changing the result beyond the initial application.
An alternative solution would be to use Service Bus Queues with the ReceiveAndDelete mode (see this page under How to Receive Messages from a Queue). If you receive the message it will be marked as consumed and never appear again. This way you can be sure it is delivered At-Most-Once (see the comparison with Storage Queues here). But then again, if something happens while your are processing the message (ie: server crashes, ...), you could loose valuable information.
Update:
This will simulate an At-Most-Once in storage queues. The message can arrive multiple times via GetMessage, but will only be processed once by your business logic (with the risk that some of your business logic will never execute).
GetMessage()
DeleteMessage()
AddRecordsToDatabase()
GenerateFiles()
If there are no longer any publishers or subscribers reading nor writing to a Queue, Topic, or Subscription, because of crashes or other abnormal terminations (instance restart, etc.), is that Queue/Topic/Subscription effectively orphaned?
I tested this by creating a few Queues, and then terminating the applications. Those Queues were still on the Service Bus a long time later. It seems that they will just stay there forever. That would be wonderful if we WANTED that behavior, but in this case, we do not.
How can we detect and delete these Queues, Topics, and Subscriptions? They will count towards Azure limits, etc, and we cannot have these orphaned processes every time an instance is restarted/patched/crashes.
If it helps make the question clearer, this is a unique situation in which the Queues/Topics/Subscriptions have special names, or special Filters, and a very limited set of publishers (1) and subscribers (1) for a limited time. This is not a case where we want survivability. These are instance-specific response channels. Whether we use Queues or Subscriptions is immaterial. If the instance is gone, so is the need for that Queue (or Subscription).
This is part of a solution where each web role has a dedicated response channel that it monitors. At any time, this web role may have dozens of requests pending via other messaging channels (Queues/Topics), and it is waiting for the answers on multiple threads. We need the response to come back to the thread that placed the message, so that the web role can respond to the caller. It is no good in this situation to simply have a Subscription based on the machine, because it will be receiving messages for other threads. We need each publishing thread to establish a dedicated response channel, so that the only thing on that channel is the response for that thread.
Even if we use Subscriptions (with some kind of instance-related filter) to do a long-polling receive operation on the Subscription, if the web role instance dies, that Subscription will be orphaned, correct?
This question can be boiled down like so:
If there are no more publishers or subscribers to a Queue/Topic/Subscription, then that service is effectively orphaned. How can those orphans be detected and cleaned up?
In this scenario you are looking for the Queue/Subscriptions to be "dynamic" in nature. They would be created and removed based on use as opposed to the current explicit provisioning model for these entities. Service Bus provides you with the APIs to perform create/delete operations so you can plug these on role OnStart/OnStop events appropriately. If those operations fail for some reason then the orphaned entities will exist. Again you can run clean up operation on them based on some unique identifier for the name of the entities. An example of this can be seen here: http://windowsazurecat.com/2011/08/how-to-simplify-scale-inter-role-communication-using-windows-azure-service-bus/
In the near future we will add more metadata and query capabilities to Queues/Topics/Subscriptions so you can see when they were last accessed and make cleanup decisions.
Service Bus Queues are built using the “brokered messaging” infrastructure designed to integrate applications or application components that may span multiple communication protocols, data contracts, trust domains, and/or network environments. The allows for a mechanism to communicate reliably with durable messaging.
If a client (publisher) sends a message to a service bus queue and then crashes the message will be stored on the Queue until as consumer reads the message off the queue. Also if your consumer dies and restarts it will just poll the queue and pick up any work that is waiting for it (You can scale out and have multiple consumers reading from queue to increase throughput), Service Bus Queues allow you to decouple your applications via durable cloud gateway analogous to MSMQ on-premises (or other queuing technology).
What I'm really trying to say is that you won't get an orphaned queue, you might get poisoned messages that you will need to handled, this blog post gives some very detailed information re: Service Bus Queues and their Capacity and Quotas which might give you a better understanding http://msdn.microsoft.com/en-us/library/windowsazure/hh767287.aspx
Re: Queue Management, you can do this via Visual Studio (1.7 SDK & Tools) or there is an excellent tool called Service Bus Explorer that will make your life easier for queue managagment: http://code.msdn.microsoft.com/windowsazure/Service-Bus-Explorer-f2abca5a
*Note the default maximum number of queues is 10,000 (per service namespace, this can be increased via a support call)
As Abhishek Lai mentioned there is no orphan detecting capability supported.
Orphan detection can be implement externally in multiple ways.
For example, whenever you send/receive a message, update a timestamp in an SQL database to indicate that the queue/tropic/subscription is still active. This timestamp can then be used to determine orphans.
If your process will crash which is very much possible there will be issue with the message delivery within the queue however queue will still be available to process your request. Handling Application Crashes and Unreadable Messages with Windows Azure Service Bus queues are described here:
The Service Bus provides functionality to help you gracefully recover from errors in your application or difficulties processing a message. If a receiver application is unable to process the message for some reason, then it can call the Abandon method on the received message (instead of the Complete method). This will cause the Service Bus to unlock the message within the queue and make it available to be received again, either by the same consuming application or by another consuming application.
In the event that the application crashes after processing the message but before the Complete request is issued, then the message will be redelivered to the application when it restarts. This is often called At Least Once Processing, that is, each message will be processed at least once but in certain situations the same message may be redelivered. If the scenario cannot tolerate duplicate processing, then application developers should add additional logic to their application to handle duplicate message delivery. This is often achieved using the MessageId property of the message, which will remain constant across delivery attempts.
If there are no longer any processes reading nor writing to a queue, because of crashes or other abnormal terminations (instance restart, etc.), is that queue effectively orphaned?
No the queue is in place to allow communication to occur via Brokered Messages, if all your apps die for some reason then the queue still exists and will be there when they become alive again, it's the communication channel for loosely decoupled applications. Regards Billing 'Messages are charged based on the number of messages sent to, or delivered by, the Service Bus during the billing month' you won't be charged if a queue exists but nobody is using it.
I tested this by creating a few queues, and then terminating the
applications. Those queues were still on the machine a long time
later.
The whole point of the queue is to guarantee message delivery of loosely decoupled applications. Think of the queue as an entity or application in its own right with high availability (SLA) as its hosted in Azure, your producer/consumers can die/restart and the queue will be active in Azure. *Note I got a bit confused with your wording re: "still on the machine a long time later", the queue doesn't actually live on your machine, it sits up in Azure in a designated service bus namespace. You can view and managed the queues via the tools I pointed out in the previous answer.
How can we detect and delete these queues, as they will count towards
Azure limits, etc.
As stated above the default maximum number of queues is 10,000 (per service namespace, this can be increased via a support call), queue management can be done via the tools stated in the other answer. You should only be looking to delete queue's when you no longer have producer/consumers looking to write to them (i.e. never again). You can of course create and delete queues in your producer/consumer applications via the namespaceManager.QueueExists, more information here How to Use Service Bus Queues
If it helps make the question clearer, this is a unique situation in which the queues have special names, and a very limited set of publishers (1) and subscribers (1) for a limited time.
It sounds like you need to use Topics & Subscriptions How to Use Service Bus Topics/Subscriptions, this link also has a section on 'How to Delete Topics and Subscriptions' If you have a very limited lifetime then you could handle topic creation/deletion in your app's otherwise you could have have a separate Queue/Topic/Subscription setup/deletion script to handle this logic...