This is an exploration of how to use akka cluster to perform in a transactional manner. The behavior should mimic a Saga or what used to be called an Akka Process Manager Pattern. The difference is that this type of saga is co-located in the same cluster as the business functionality it interacts with, making it more realtime in nature.
The saga itself is a long-running Akka persistent actor, sharded across the cluster. The saga will remain active until either all transactions are commited OR all transactions are rolled back due to any error or business exception.
Interestingly, any business persistent actor participating in a saga will essentially be "locked" during the saga, meaning that the actor may not participate in any other sagas until the initial one has completed. I use Akka Stash for this.
Patterns used here are event sourcing of all business components, including the sage as well as CQRS (just commands for now).
There is full integration into the Lightbend Enterprise Suite 2.0 for visibility of behaviors.
This is a use case I heard not once but twice in the financial sector. It involves a batch of bank account transactions, in this case withdrawals and deposits. If any single one of the transactions fail, the entire batch must fail.
This is completely ready to deploy using our enterprise suite tooling onto Kubernetes Minikube. Change into the project folder and do the following for Mac OS. You must have or obtain Lightbend credentials to run this project. See project/plugins.sbt. For credentials, please go here: https://www.lightbend.com/contact
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Install VirtualBox, kubectl and minikube. See: https://kubernetes.io/docs/tasks/tools/install-minikube/
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minikube start --cpus 3 --memory 4000
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minikube addons enable ingress
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kubectl apply -f rbac.yaml
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eval $(minikube docker-env)
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sbt docker:publishLocal
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rp generate-kubernetes-resources "akka-saga:0.1.0"
--generate-pod-controllers --generate-services
--pod-controller-replicas 4 | kubectl apply -f - -
rp generate-kubernetes-resources
--generate-ingress --ingress-name akka-saga
"akka-saga:0.1.0" | kubectl apply -f - -
If using Postman or similar, edit your etc/hosts file and add '192.168.99.100 akka-saga.io'
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You can test this in Postman with a POST to http://akka-saga.io/bank-accounts. Set the body to: {"customerId": "customer1", "accountNumber": "accountNumber1"} Add the Content-Type header with a value of application/json You should see: CreateBankAccount accepted with number: accountNumber1
- Not a big deal but the persistent bank account and bank account saga specs are sharing the same leveldb journal and therefore if one is not careful in reusing entity ids, can interfere with each other. It would be nice to have a cleanup of the database between specs.