We have configured our ActiveMQ message broker as a Spring Boot project and there's another Spring Boot application (let's call it service-A) that has a listener configured to listen to some topics using #JmsListener annotation. It's a Spring Cloud microservice appilcation.
The problem:
It is possible that service-A can have multiple instances running.
If we have 2 instances running, then any message coming on topic gets listened to twice.
How can we avoid every instance listening to the topic?
We want to make sure that the topic is listened to only once no matte the number of service-A instances.
Is it possible to run the microservice in a cluster mode or something similar? I also checked out ActiveMQ virtual destinations but not too sure if that's the solution to the problem.
We have also thought of an approach where we can decide who's the leader node from the multiple instances, but that's the last resort and we are looking for a cleaner approach.
Any useful pointers, references are welcome.
What you really want is a shared topic subscription which was added in JMS 2. Unfortunately ActiveMQ 5.x doesn't support JMS 2. However, ActiveMQ Artemis does.
ActiveMQ Artemis is the next generation broker from ActiveMQ. It supports most of the same features as ActiveMQ 5.x (including full support for OpenWire clients) as well as many other features that 5.x doesn't support (e.g. JMS 2, shared-nothing high-availability using replication, last-value queues, ring queues, metrics plugins for integration with tools like Prometheus, duplicate message detection, etc.). Furthermore, ActiveMQ Artemis is built on a high-performance, non-blocking core which means scalability is much better as well.
I have a functioning application using Spring Boot, Rabbit MQ & MySQL DB locally. I'm curious, how I can upload this app to the AWS Environment and get it working seamlessly.
The only part where I'm lost is how to get RabbitMQ in the cloud? Any suggestions?
I see three options for your needs :
Use AmazonMQ managed service. This uses ActiveMQ under the hood, and supports the AMQP protocol (so you can continue to use the RabbitMQ client). Here's an article on how to do it : https://aws.amazon.com/blogs/compute/migrating-from-rabbitmq-to-amazon-mq/.
Use a third-party managed service (such as CloudAMQP). This is similar to the first option, but you can choose a RabbitMQ provider if you wish.
Install RabbitMQ on an EC2 instance and manage it yourself. This is the most flexible option, but it will require more effort on your part and it will probably cost more. I would recommend this option only if you have special requirements that are not met by using a hosted service.
In all cases, I would also recommend to use a messaging library such as Spring Messaging or Apache Camel to isolate your code from your messaging implementation. This will reduce the boilerplate code you need for messaging and allows you to focus on your application logic.
I'm evaluating options for my team's middleware. We really have a frankenstein'd setup. We're using Apache ServiceMix(Karaf/ActiveMQ/CXF), Websphere 8.5, ActiveMQ where we don't really need it, and all of our applications are not really coded to failover to another node if the primary goes down. We realized the issues of our setup and now want to improve.
We currently host bundles (not sure if they're all OSGI compliant) in a Karaf Container, which are used via ActiveMQ after being sent JMS messages via Apache Camel from Websphere.
My current idea is to kill off ActiveMQ, make all the camel routes towards HTTP (instead of JMS queues), and convert our data bundles/services to serve via HTTP through Apache CXF (replacing websphere for some things) and not ActiveMQ Queues/JMS. However, we have Websphere licenses, and I do know that it supports bundles in some way, I'm just not as familiar as to how it does (same nature as karaf)?
The main question is in the title, and I hope it's not too generic.
WebSphere 8.5 is a full OSGi container supporting Blueprint just as Karaf does.
You can, in theory, run your camel bundles or whatnot just as fine in WAS8.5. However, Apache Karaf is a lot more aligned towards running ActiveMQ/CXF/Camel stuff than WebSphere will ever be. Installation in Karaf is a few commands, where installation and configuration struggle in WAS85 for the Camel feauters and basic camel routes is .. well, a headace when I tried it last time. Others seems to have the same struggle.
I have rather good experience of running Camel apps inside WebSphere Application Server, but that was by embedding Camel in a standard WebApp, not using the OSGi stuff. So, embedded web apps is my recommendation for running Camel inside WebSphere.
For the "replace AMQ/JMS with HTTP" part. You are aware of that you are replacing pears with apples, right? JMS has a lot of features HTTP does not have (and some overhead compared to HTTP). For the sake of completeness, WebSphere also has a JMS provider built in. So if you have a large HA secured WebSphere infrastructure, the WebSphere (SIBus) provider might be a good choice. Otherwise, ActiveMQ rocks :-)
I have a application in which I need to route my JMS messages to different managed servers based on some selector value. But I cannot use JMS bridges for the purpose as the application has more than 20 managed servers in production.so with the JMS bridge approach, it will become a hurdle for the deployment team to do such huge configuration.
Maybe You could try to use the Mule ESB or other ESB approach. I recommend the Mule ESB because it's simple, well documented and pretty lightweight.
Please consider the scenario as shown in the attached image :
The Portal(producer) will send some message to the bus to which has to be processed by multiple applications(consumer) – PAYROLLAPP, HELPDESK etc.
Multiple instances of consumer applications may be running, also these instances can be added/
removed dynamically
Now, it is critical to ensure that message is processed only once, per application i.e if
PAYROLLAPP -1 processes the message, PAYROLLAPP -2 should NOT process it; of course, in the
above diagram, HELPDESK – 1 must process it. In short, in case of multiple instances, exactly one
must process the message, once
When I searched for answers, most of the stuff was about creating a 'selective consumer' - a consumer that accepts/rejects a message based on some logic - please note that no changes/additions/wrapping can be done for the applications shown in the diagram; the logic has to reside somewhere in the provider that manages the bus
Please guide about the same.
Adding more details after Petter's answer :
The items to the to the left of the left-dotted line are the 'approaches' - Pure JMS,ESB,EAI
The items to the to the right of the right-dotted line are the 'implementations'
Now, the big part - QUERIES :
Irrespective of the solution(pure JMS, ESB, EAI), does the part
below the horizontal dotted line(application-specific queues) needs
to be implemented?
How does the usage of ESB(JBoss ESB etc.), instead of ‘pure’ JMS(Active MQ etc.), help/
hamper? Does ESB provide any advantage over JMS which is ‘java-only’(?). I am hell confused
– ‘ESB or JMS’, even after referring threads like these : JMS and ESB - how they are related?.
It has one reply which says “JMS is not well suited
for the integration of REST services, File systems, S/FTP, Email, Hessian, SOAP etc. which are
better handled with an ESB that supports these types natively. For example, if you have a process
that dumps a CSV file of 500MB at midnight, and you want another system to pickup the file,
parse CSV and import into a database, this can easily be accomplished by an ESB - whereas a
solution with just JMS will be bad. Similarly, integration of REST services, with load balancing/
failover to multiple backend instances can be done better with an ESB supporting HTTP/S
natively.” It only added to my confusion !!!
Is the usage of EAI framework (Apache Camel etc.) an approach entirely different from the pure
JMS or ESB approach? If yes, how and what are the pros/cons?
I was told that ESB alone won’t help, BPM(or something else?) needs to be used to define and
store the ‘routing’ logic – is this true?
I see the point. This might be a bit tricky with "pure" JMS.
What you essentially want to do is to let the portal publish messages to a topic, but not let the PAYROLLAPPs subscribe to that topic (since all of them would get a copy of the message). So what you would need is some logic in between that distributes the message from the topic subscription to one queue per application type. From that queue, normal load balanced (the competing consumer pattern) can be implemented with JMS.
Different JMS providers have special implementations that can acomplish this task
ActiveMQ has its Virtual Destinations, WebSphere MQ has its server side subscriptions that can subscribe from a topic to a queue. In the case your JMS provider does not have any way to handle this, you might want to look at adding some routing middleware to your topology. Apache Camel is a nice, lightweight one, but there are lots of others that can setup some routing in the middle without affecting the real applications.
Update for detailed questions
The Queues below the line has to be there for sure (if your applications uses messaging). The "Some distrib. logic" box shouldn't be needed. The "Some routing logic" box could be an ESB or in this very case, be implemented in the messaging server, for instance ActiveMQ with virtual destinations (or WebSphere MQ or perhaps RabbitMQ among others).
There are a lot of buzwords in the domain of integration. Simplified (depending on who you ask - ESB can also be seen as an architectural pattern, but let's keep it simple), an ESB is a server application (or a topology of multiple servers in practice) that is a centerpiece of an integration landscape. The ESB server simply contain logic and small message flows that takes messages (files, or whatever) from one application and routes them to many applications, transform them to other formats, encrypts, converts from one transport protocol such as HTTP/SOAP to File etc.
JMS is a rather confusing and missused word. Java has to some extent dominated the enterprise messaging domain in the last years, so JMS is sometimes used pretty much as a synonym to Messaging. However, Messaging, (or message queueing, asynchronous messaging, MOM=message oriented middleware, etc.) is to be simply considered as a family of similar transport protocols that features a central relaying server. Is is not at all a Java only thing. Many successful ESBs setups I worked with actually leverage on a Messaging backbone
In your situation, I would not go too deep into the academical/philosophical differences between ESB and EAI software. They will most likely do pretty much the same things for you. Instead, look at the hard facts such as price, support, resource footprint, monitoring, tech. features, learning curve etc. Be it Camel/ServiceMix, Mule, JBoss ESB, Microsoft BizTalk, IBM Message Broker, Tibco etc.
Hah! Was it perhaps a salesman? An ESB will do just fine. A Messaging server will do in your case as well, such as ActiveMQ as has been pointed out already. BPM suits are fine for orchestrating semi-automatized business processes or if there is major business logic in the integration layer. Otherwise, avoid that added complexity.
Irrespective of the solution(pure JMS, ESB, EAI), does the part below the horizontal dotted line(application-specific queues) needs to be implemented?
The consumers need to be implemented in such a way that work with you chosen solution but you shouldn't have to worry about the creation of the queue per consumer or the distribution logic (assuming that the consumers can consume directly from the chosen tech)
How does the usage of ESB(JBoss ESB etc.), instead of ‘pure’ JMS(Active MQ etc.), help/ hamper? Does ESB provide any advantage over JMS which is ‘java-only’(?). I am hell confused – ‘ESB or JMS’, even after referring threads like these : JMS and ESB - how they are related?. It has one reply which says “JMS is not well suited for the integration of REST services, File systems, S/FTP, Email, Hessian, SOAP etc. which are better handled with an ESB that supports these types natively. For example, if you have a process that dumps a CSV file of 500MB at midnight, and you want another system to pickup the file, parse CSV and import into a database, this can easily be accomplished by an ESB - whereas a solution with just JMS will be bad. Similarly, integration of REST services, with load balancing/ failover to multiple backend instances can be done better with an ESB supporting HTTP/S natively.” It only added to my confusion !!!
My opinion is that ESB would overcomplicate this solution. It's designed (amongst other things) to assist integration with different technologies, but simpler solutions do this too - e.g - Apache Camel provides a very easy way of communicating using a huge variety of transports (including ActiveMQ).
Not all JMS implementations cater for connectivity from other languages, but ActiveMQ does using it's STOMP connector.
Is the usage of EAI framework (Apache Camel etc.) an approach entirely different from the pure JMS or ESB approach? If yes, how and what are the pros/cons?
Apache Camel and JMS are complementary technologies, as are JMS and ESB. Camel (& Spring Integration) are lightweight, simple and portable. ESB's are much more heavyweight and will normally lead to greater coupling with the ESB/application server.
I was told that ESB alone won’t help, BPM(or something else?) needs to be used to define and store the ‘routing’ logic – is this true?
It depends what your 'routing' logic is, it looks to me like you don't require routing logic, you just require guaranteed delivery to 1payroll consumer and 1 helpdesk consumer. BPM would be more useful where you want to selectively public data/invoke a service based on some characteristic of that data.
I strongly suggest reading http://activemq.apache.org/virtual-destinations.html, using these you would:
Send messages to the ActiveMQ broker, onto a VirtualTopic, e.g. VirtualTopic.X
Register the Payroll and Helpdesk consumers, as consumers on queues that ActiveMQ dynamically creates on the topic - e.g. Consumer.Payroll.VirtualTopic.X. Both Payroll consumers should be registered with the same string.
ActiveMQ will automatically retain a marker that represents what each set of consumers hasn't consumed. This means that 100% of messages will be processed by a Payroll consumer but a message will never be sent to > 1 payroll consumer.
Add/remove consumers at will.
N.B.I believe that other products, e.g. Apache QPID provide similar functionality - I'm just most aware of ActiveMQ, and have had success with this approach