When your business or application is successful, it needs to scale. Not just technology-wise, but human-wise. When you're growing rapidly, it can be difficult to hire developers fast enough. Using a microservices architecture for your apps can allow you to divide up ownership and responsibilities, and scale teams along with your code.
Kubernetes is an open-source platform for managing containerized workloads and services. Kubernetes traces its lineage directly from Borg, Google's long-rumored internal container-oriented cluster-management system.
Spring Boot and Spring Cloud were some of the pioneering frameworks in Javaland. However, even they stood on the shoulders of giants when they leveraged Netflix's open-source projects to embrace and extend. In 2018, Netflix OSS announced they'd come full circle, and adopted Spring Boot.
Today, I'd like to show you how to build and deploy (with Kubernetes) a reactive microservice architecture with Spring Boot, Spring Cloud, and JHipster. Why reactive? Because Spring Cloud Gateway is now the default for JHipster 7 gateways, even if you choose to build your microservices with Spring MVC.
Spring Cloud Gateway is a library for building an API Gateway on top of Spring WebFlux. It easily integrates with OAuth to communicate between microservices. You just need to add a TokenRelay
filter.
spring:
cloud:
gateway:
default-filters:
- TokenRelay
CAUTION: Spring Cloud no longer supports Netflix Zuul. An open issue adds Spring MVC/Servlet support to Spring Cloud Gateway. It's scheduled for implementation before the end of 2021.
Prerequisites:
- Java 11+
- Node.js
- Docker
- A Google Cloud Account
You can also watch this tutorial as a screencast.
A Brief Intro to Kubernetes (K8s)
Kubernetes is an open-source project from Google that provides an API for deploying your apps and making them talk with each other. It helps automate deployments and updates, and manages your apps and services with limited downtime. You use Docker containers and YAML to make it all work.
The YAML can be burdensome, but that's where JHipster comes in. It can generate the YAML for you!
Create a Kubernetes-Ready Microservices Architecture
I showed you how to build Reactive Java microservices with Spring Boot and JHipster in a previous post. Today, I'll show you how to generate K8s deployment descriptors, use Spring Cloud Config with Git, encrypt your secrets, and make it all work on Google Cloud (GKE to be specific).
Start by cloning the JHipster 7 { Vue, Spring Boot, WebFlux } reactive microservices project from GitHub:
git clone https://github.com/oktadev/java-microservices-examples.git
cd java-microservices-examples/reactive-jhipster
TIP: If you just want to see the completed project, just cd into the project's
jhipster-k8s
directory.cd ../jhipster-k8s
This project has four directories:
-
gateway
: a Spring Boot + Spring Cloud Gateway project configured for OpenID Connect (OIDC) login. It's also configured as an OAuth 2.0 resource server. It contains a front-end application built with Vue. -
blog
: a Spring Boot + WebFlux microservice that talks to a Neo4j database. -
store
: a Spring Boot + WebFlux microservice that uses MongoDB. -
docker-compose
: a set of Docker files that describe how to run all containers together.
NOTE: The SPA app on the gateway is currently a monolith. The JHipster team is still working on micro frontends support.
If you don't have JHipster installed, install it.
npm i -g generator-jhipster@7
Generate Kubernetes Deployment Descriptors
Navigate to the reactive-jhipster
directory. Next, create a k8s
directory, cd into it, and run JHipster's Kubernetes sub-generator.
mkdir k8s
cd k8s
jhipster k8s
You'll be prompted with several questions. Answer them as I did below:
- Type of application: Microservice application
- Root directory: ../
- Which applications?
<select all>
- Set up monitoring? No
- Which applications with clustered databases? select store
- Admin password for JHipster Registry:
- Kubernetes namespace: demo
- Docker repository name:
- Command to push Docker image:
docker push
- Enable Istio? No
- Kubernetes service type? LoadBalancer
- Use dynamic storage provisioning? Yes
- Use a specific storage class?
<leave empty>
NOTE: If you don't want to publish your images on Docker Hub, leave the Docker repository name blank.
After I answered these questions, my k8s/.yo-rc.json
file had the following contents:
{
"generator-jhipster": {
"appsFolders": ["blog", "gateway", "store"],
"directoryPath": "../",
"clusteredDbApps": ["store"],
"serviceDiscoveryType": "eureka",
"jwtSecretKey": "NDFhMGY4NjF...",
"dockerRepositoryName": "mraible",
"dockerPushCommand": "docker push",
"kubernetesNamespace": "demo",
"kubernetesServiceType": "LoadBalancer",
"kubernetesUseDynamicStorage": true,
"kubernetesStorageClassName": "",
"ingressDomain": "",
"monitoring": "no",
"istio": false
}
}
I already showed you how to get everything working with Docker Compose in the previous tutorial. So today, I'd like to show you how to run things locally with Minikube.
Install Minikube to Run Kubernetes Locally
If you have Docker installed, you can run Kubernetes locally with Minikube. Run minikube start
to begin.
minikube --cpus 8 start
CAUTION: If this doesn't work, use brew install minikube
, or see Minikube's installation instructions.
This command will start Minikube with 16 GB of RAM and 8 CPUs. Unfortunately, the default, which is 16 GB RAM and two CPUs, did not work for me.
You can skip ahead to creating your Docker images while you wait for this to complete.
After this command executes, it'll print out a message and notify you which cluster and namespace are being used.
🏄 Done! kubectl is now configured to use "minikube" cluster and "default" namespace by default
TIP: You can stop Minikube with minikube stop
and start over with minikube delete
.
Create Docker Images with Jib
Now, you need to build Docker images for each app. In the { gateway
, blog
, store
} directories, run the following Gradle command (where <image-name>
is gateway
, store
, or blog
).
This command should also be in the window where you ran jhipster k8s
, so you can copy them from there.
./gradlew bootJar -Pprod jib -Djib.to.image=<docker-repo-name>/<image-name>
Create Private Docker Images
You can also build your images locally and publish them to your Docker daemon. This is the default if you didn't specify a base Docker repository name.
# this command exposes Docker images to minikube
eval $(minikube docker-env)
./gradlew -Pprod bootJar jibDockerBuild
Because this publishes your images locally to Docker, you'll need to make modifications to your Kubernetes deployment files to use imagePullPolicy: IfNotPresent
.
- name: gateway-app
image: gateway
imagePullPolicy: IfNotPresent
Make sure to add this imagePullPolicy
to the following files:
k8s/gateway-k8s/gateway-deployment.yml
k8s/blog-k8s/blog-deployment.yml
k8s/store-k8s/store-deployment.yml
Register an OIDC App for Auth
You've now built Docker images for your microservices, but you haven't seen them running. First, you'll need to configure Okta for authentication and authorization.
Before you begin, you’ll need a free Okta developer account. Install the Okta CLI and run okta register
to sign up for a new account. If you already have an account, run okta login
. Then, run okta apps create jhipster
. Select the default app name, or change it as you see fit. Accept the default Redirect URI values provided for you.
JHipster ships with JHipster Registry. It acts as a Eureka service for service discovery and contains a Spring Cloud Config server for distributing your configuration settings.
Update k8s/registry-k8s/application-configmap.yml
to contain your OIDC settings from the .okta.env
file the Okta CLI just created. The Spring Cloud Config server reads from this file and shares the values with the gateway and microservices.
data:
application.yml: |-
...
spring:
security:
oauth2:
client:
provider:
oidc:
issuer-uri: https://<your-okta-domain>/oauth2/default
registration:
oidc:
client-id: <client-id>
client-secret: <client-secret>
To configure the JHipster Registry to use OIDC for authentication, modify k8s/registry-k8s/jhipster-registry.yml
to enable the oauth2
profile.
- name: SPRING_PROFILES_ACTIVE
value: prod,k8s,oauth2
Now that you've configured everything, it's time to see it in action.
Start Your Spring Boot Microservices with K8s
In the k8s
directory, start your engines!
./kubectl-apply.sh -f
You can see if everything starts up using the following command.
kubectl get pods -n demo
You can use the name of a pod with kubectl logs
to tail its logs.
kubectl logs <pod-name> --tail=-1 -n demo
You can use port-forwarding to see the JHipster Registry.
kubectl port-forward svc/jhipster-registry -n demo 8761
Open a browser and navigate to http://localhost:8761
. You'll need to sign in with your Okta credentials.
Once all is green, use port-forwarding to see the gateway app.
kubectl port-forward svc/gateway -n demo 8080
Then, go to http://localhost:8080
, and you should be able to add blogs, posts, tags, and products.
You can also automate testing to ensure that everything works. Set your Okta credentials as environment variables and run end-to-end tests using Cypress (from the gateway directory).
export CYPRESS_E2E_USERNAME=<your-username>
export CYPRESS_E2E_PASSWORD=<your-password>
npm run e2e
Proof it worked for me:
Plain Text Secrets? Uggh!
You may notice that I used a secret in plain text in the application-configmap.yml
file. Secrets in plain text are a bad practice! I hope you didn't check everything into source control yet!!
Encrypt Your Secrets with Spring Cloud Config
The JHipster Registry has an encryption mechanism you can use to encrypt your secrets. That way, it's safe to store them in public repositories.
Add an ENCRYPT_KEY
to the environment variables in k8s/registry-k8s/jhipster-registry.yml
.
- name: ENCRYPT_KEY
value: really-long-string-of-random-charters-that-you-can-keep-safe
TIP: You can use JShell to generate a UUID you can use for your encrypt key.
jshell UUID.randomUUID()
You can quit by typing
/exit
.
Restart your JHipster Registry containers from the k8s
directory.
./kubectl-apply.sh -f
Encrypt Your OIDC Client Secret
You can encrypt your client secret by logging into http://localhost:8761
and going to Configuration > Encryption. If this address doesn't resolve, you'll need to port-forward again.
kubectl port-forward svc/jhipster-registry -n demo 8761
Copy and paste your client secret from application-configmap.yml
(or .okta.env
) and click Encrypt.
Then, copy the encrypted value back into application-configmap.yml
. Make sure to wrap it in quotes!
You can also use curl:
curl -X POST http://admin:<password-you-set-earlier>@localhost:8761/config/encrypt -d your-client-secret
If you use curl, make sure to add {cipher}
to the beginning of the string. For example:
client-secret: "{cipher}1b12934716c32d360c85f651a0793df2777090c..."
Apply these changes and restart all deployments.
./kubectl-apply.sh -f
kubectl rollout restart deploy -n demo
Verify everything still works at http://localhost:8080
.
TIP: If you don't want to restart the Spring Cloud Config server when you update its configuration, see Refresh the Configuration in Your Spring Cloud Config Server.
Change Spring Cloud Config to use Git
You might want to store your app's configuration externally. That way, you don't have to redeploy everything to change values. Good news! Spring Cloud Config makes it easy to switch to Git instead of the filesystem to store your configuration.
In k8s/registry-k8s/jhipster-registry.yml
, find the following variables:
- name: SPRING_CLOUD_CONFIG_SERVER_COMPOSITE_0_TYPE
value: native
- name: SPRING_CLOUD_CONFIG_SERVER_COMPOSITE_0_SEARCH_LOCATIONS
value: file:./central-config
Below these values, add a second lookup location.
- name: SPRING_CLOUD_CONFIG_SERVER_COMPOSITE_1_TYPE
value: git
- name: SPRING_CLOUD_CONFIG_SERVER_COMPOSITE_1_URI
value: https://github.com/mraible/reactive-java-ms-config/
- name: SPRING_CLOUD_CONFIG_SERVER_COMPOSITE_1_SEARCH_PATHS
value: config
- name: SPRING_CLOUD_CONFIG_SERVER_COMPOSITE_1_LABEL
value: main
Create a GitHub repo that matches the URI, path, and branch you entered.
In my case, I created reactive-java-ms-config and added a config/application.yml
file in the main
branch. Then, I added my spring.security.*
values to it and removed them from k8s/registry-k8s/application-configmap.yml
.
See Spring Cloud Config's Git Backend docs for more information.
Deploy Spring Boot Microservices to Google Cloud (aka GCP)
It's nice to see things running locally on your machine, but it's even better to get to production! In this section, I'll show you how to deploy your containers to Google Cloud.
First, stop Minikube if you were running it previously.
minikube stop
You can also use kubectl
commands to switch clusters.
kubectl config get-contexts
kubectl config use-context XXX
The cool kids use kubectx
and kubens
to set the default context and namespace. You can learn how to install and use them via the kubectx GitHub project.
Create a Container Registry on Google Cloud
Before the JHipster 7.0.0 release, I tested this microservice example with Kubernetes and Google Cloud. I found many solutions in Ray Tsang's Spring Boot on GCP Guides. Thanks, Ray!
To start with Google Cloud, you'll need an account and a project. Sign up for Google Cloud Platform (GCP), log in, and create a project. Open a console in your browser. A GCP project contains all cloud services and resources--such as virtual machines, network, load balancers--that you might use.
TIP: You can also download and install the gcloud
CLI if you want to run things locally.
Enable the Google Kubernetes Engine API and Container Registry:
gcloud services enable container.googleapis.com containerregistry.googleapis.com
Create a Kubernetes Cluster
Run the following command to create a cluster for your apps.
gcloud container clusters create CLUSTER_NAME \
--zone us-central1-a \
--machine-type n1-standard-4 \
--enable-autorepair \
--enable-autoupgrade
I called my cluster reactive-ms
. See GCP's zones and machine-types for other options. I found the n1-standard-4
to be the minimum for JHipster.
You created Docker images earlier to run with Minikube. Then, those images were deployed to Docker Hub or your local Docker registry. If you deployed to Docker Hub, you can use your deployment files as-is.
For Google Cloud and its Kubernetes engine (GKE), you can also publish your images to your project's registry. Thankfully, this is easy to do with Jib.
Navigate to the gateway
directory and run:
./gradlew bootJar -Pprod jib -Djib.to.image=gcr.io/<your-project-id>/gateway
You can get your project ID by running gcloud projects list
.
Repeat the process for blog
and store
. You can run these processes in parallel to speed things up.
cd ../blog
./gradlew bootJar -Pprod jib -Djib.to.image=gcr.io/<your-project-id>/blog
cd ../store
./gradlew bootJar -Pprod jib -Djib.to.image=gcr.io/<your-project-id>/store
TIP: You might have to run gcloud auth configure-docker
for Jib to publish to your GCP container registry.
Then, in your k8s/**/*-deployment.yml
files, add gcr.io/<your-project-id>
as a prefix. Remove the imagePullPolicy
if you specified it earlier. For example:
containers:
- name: gateway-app
image: gcr.io/jhipster7/gateway
env:
In the k8s
directory, apply all the deployment descriptors to run all your images.
./kubectl-apply.sh -f
You can monitor the progress of your deployments with kubectl get pods -n demo
.
TIP: If you make a mistake configuring JHipster Registry and need to deploy it, you can do so with the following command:
kubectl apply -f registry-k8s/jhipster-registry.yml -n demo kubectl rollout restart statefulset/jhipster-registry -n demo
You'll need to restart all your deployments if you changed any configuration settings that services need to retrieve.
kubectl rollout restart deploy -n demo
Access Your Gateway on Google Cloud
Once everything is up and running, get the external IP of your gateway.
kubectl get svc gateway -n demo
You'll need to add the external IP address as a valid redirect to your Okta OIDC app. Run okta login
, open the returned URL in your browser, and sign in to the Okta Admin Console. Go to the Applications section, find your application, and edit it.
Add the standard JHipster redirect URIs using the IP address. For example, http://34.71.48.244:8080/login/oauth2/code/oidc
for the login redirect URI, and http://34.71.48.244:8080
for the logout redirect URI.
You can use the following command to set your gateway's IP address as a variable you can curl.
EXTERNAL_IP=$(kubectl get svc gateway -ojsonpath="{.status.loadBalancer.ingress[0].ip}" -n demo)
curl $EXTERNAL_IP:8080
Run open http://$EXTERNAL_IP:8080
, and you should be able to sign in.
Great! Now that you know things work, let's integrate better security, starting with HTTPS.
Add HTTPS to Your Reactive Gateway
You should always use HTTPS. It's one of the easiest ways to secure things, especially with the free certificates offered these days. Ray Tsang's External Load Balancing docs was a big help in figuring out all these steps.
You'll need a static IP to assign your TLS (the official name for HTTPS) certificate.
gcloud compute addresses create gateway-ingress-ip --global
You can run the following command to make sure it worked.
gcloud compute addresses describe gateway-ingress-ip --global --format='value(address)'
Then, create a k8s/ingress.yml
file:
apiVersion: networking.k8s.io/v1
kind: Ingress
metadata:
name: gateway
annotations:
kubernetes.io/ingress.global-static-ip-name: "gateway-ingress-ip"
spec:
rules:
- http:
paths:
- path: /*
pathType: ImplementationSpecific
backend:
service:
name: gateway
port:
number: 8080
Deploy it and make sure it worked.
kubectl apply -f ingress.yml -n demo
# keep running this command displays an IP address
# (hint: up arrow recalls the last command)
kubectl get ingress gateway -n demo
To use a TLS certificate, you must have a fully qualified domain name and configure it to point to the IP address. If you don't have a real domain, you can use nip.io.
Set the IP in a variable, as well as the domain.
EXTERNAL_IP=$(kubectl get ingress gateway -ojsonpath="{.status.loadBalancer.ingress[0].ip}" -n demo)
DOMAIN="${EXTERNAL_IP}.nip.io"
# Prove it works
echo $DOMAIN
curl $DOMAIN
To create a certificate, create a k8s/certificate.yml
file.
cat << EOF > certificate.yml
apiVersion: networking.gke.io/v1
kind: ManagedCertificate
metadata:
name: gateway-certificate
spec:
domains:
# Replace the value with your domain name
- ${DOMAIN}
EOF
Add the certificate to ingress.yml
:
...
metadata:
name: gateway
annotations:
kubernetes.io/ingress.global-static-ip-name: "gateway-ingress-ip"
networking.gke.io/managed-certificates: "gateway-certificate"
...
Deploy both files:
kubectl apply -f certificate.yml -f ingress.yml -n demo
Check your certificate's status until it prints Status: ACTIVE
:
kubectl describe managedcertificate gateway-certificate -n demo
While you're waiting, you can proceed to forcing HTTPS in the next step.
Force HTTPS with Spring Security
Spring Security's WebFlux support makes it easy to redirect to HTTPS. However, if you redirect all HTTPS requests, the Kubernetes health checks will fail because they receive a 302 instead of a 200.
Crack open SecurityConfiguration.java
in the gateway project and add the following code to the springSecurityFilterChain()
method.
http.redirectToHttps(redirect -> redirect
.httpsRedirectWhen(e -> e.getRequest().getHeaders().containsKey("X-Forwarded-Proto"))
);
Rebuild the Docker image for the gateway project.
./gradlew bootJar -Pprod jib -Djib.to.image=gcr.io/<your-project-id>/gateway
Run the following commands to start a rolling restart of gateway instances:
kubectl rollout restart deployment gateway -n demo
TIP: Run kubectl get deployments
to see your deployment names.
Now you should get a 302 when you access your domain. HTTPie is a useful alternative to curl.
Update your Okta OIDC app to have https://${DOMAIN}/login/oauth2/code/oidc
as a valid redirect URI. Add https://${DOMAIN}
to the sign-out redirect URIs too.
Encrypt Your Kubernetes Secrets
Congratulations! Now you have everything running on GKE, using HTTPS! However, you have a lot of plain-text secrets in your K8s YAML files.
"But, wait!" you might say. Doesn't Kubernetes Secrets solve everything?
In my opinion, no. They're just unencrypted base64-encoded strings stored in YAML files. There's a good chance you'll want to check in the k8s
directory you created.
Having secrets in your source code is a bad idea! The good news is most people (where most people = my followers) manage secrets externally.
NOTE: Watch Kubernetes Secrets in 5 Minutes if you want to learn more about Kubernetes Secrets.
The Current State of Secret Management in Kubernetes
I recently noticed a tweet from Daniel Jacob Bilar that links to a talk from FOSDEM 2021 on the current state of secret management within Kubernetes. It's an excellent overview of the various options.
Store Secrets in Git with Sealed Secrets and Kubeseal
Bitnami has a Sealed Secrets Apache-licensed open source project. Its README explains how it works.
Problem: "I can manage all my K8s config in git, except Secrets."
Solution: Encrypt your Secret into a SealedSecret, which is safe to store - even to a public repository. The SealedSecret can be decrypted only by the controller running in the target cluster, and nobody else (not even the original author) is able to obtain the original Secret from the SealedSecret.
Store your Kubernetes Secrets in Git thanks to Kubeseal. Hello SealedSecret! by Aurélie Vache provides an excellent overview of how to use it.
First, you'll need to install the Sealed Secrets CRD (Custom Resource Definition).
kubectl apply -f https://github.com/bitnami-labs/sealed-secrets/releases/download/v0.16.0/controller.yaml
Retrieve the certificate keypair that this controller generates.
kubectl get secret -n kube-system -l sealedsecrets.bitnami.com/sealed-secrets-key -o yaml
Copy the raw value of tls.crt
and decode it. You can use the command line, or learn more about base64 encoding/decoding in our documentation.
echo -n <paste-value-here> | base64 --decode
Put the raw value in a tls.crt
file.
Next, install Kubeseal. On macOS, you can use Homebrew. For other platforms, see the release notes.
brew install kubeseal
The major item you need to encrypt in this example is the ENCRYPT_KEY
you used to encrypt the OIDC client secret. Run the following command to do this, where the value comes from your k8s/registry-k8s/jhipster-registry.yml
file.
kubectl create secret generic encrypt-key \
--from-literal=ENCRYPT_KEY='your-value-here' \
--dry-run=client -o yaml > secrets.yml
Next, use kubeseal
to convert the secrets to encrypted secrets.
kubeseal --cert tls.crt --format=yaml -n demo < secrets.yml > sealed-secrets.yml
Remove the original secrets file and deploy your sealed secrets.
rm secrets.yml
kubectl apply -n demo -f sealed-secrets.yml && kubectl get -n demo sealedsecret encrypt-key
Configure JHipster Registry to use the Sealed Secret
In k8s/registry-k8s/jhipster-registry.yml
, change the ENCRYPT_KEY
to use your new secret.
...
- name: ENCRYPT_KEY
valueFrom:
secretKeyRef:
name: encrypt-key
key: ENCRYPT_KEY
TIP: You should be able to encrypt other secrets, like your database passwords, using a similar technique.
Now, redeploy JHipster Registry and restart all your deployments.
./kubectl-apply.sh -f
kubectl rollout restart deployment -n demo
You can use port-forwarding to see the JHipster Registry locally.
kubectl port-forward svc/jhipster-registry -n demo 8761
Google Cloud Secret Manager
Google Cloud has a Secret Manager you can use to store your secrets. There's even a Spring Boot starter to make it convenient to retrieve these values in your app.
For example, you could store your database password in a properties file.
spring.datasource.password=${sm://my-db-password}
This is pretty slick, but I like to remain cloud-agnostic. Also, I like how the JHipster Registry allows me to store encrypted secrets in Git.
Use Spring Vault for External Secrets
Using an external key management solution like HashiCorp Vault is also recommended. The JHipster Registry will have Vault support in its next release.
In the meantime, I recommend reading Secure Secrets With Spring Cloud Config and Vault.
Scale Your Reactive Java Microservices
You can scale your instances using the kubectl scale
command.
kubectl scale deployments/store --replicas=2 -n demo
Scaling will work just fine for the microservice apps because they're set up as OAuth 2.0 resource servers and are therefore stateless.
However, the gateway uses Spring Security's OIDC login feature and stores the access tokens in the session. So if you scale it, sessions won't be shared. Single sign-on should still work; you'll just have to do the OAuth dance to get tokens if you hit a different instance.
To synchronize sessions, you can use Spring Session and Redis with JHipster.
CAUTION: If you leave everything running on Google Cloud, you will be charged for usage. Therefore, I recommend removing your cluster or deleting your namespace (
kubectl delete ns demo
) to reduce your cost.gcloud container clusters delete <cluster-name> --zone=us-central1-a
You can delete your Ingress IP address too:
gcloud compute addresses delete gateway-ingress-ip --global
Monitor Your Kubernetes Cluster with K9s
Using kubectl
to monitor your Kubernetes cluster can get tiresome. That's where K9s can be helpful. It provides a terminal UI to interact with your Kubernetes clusters. K9s was created by my good friend Fernand Galiana. He's also created a commercial version called K9sAlpha.
To install it on macOS, run brew install k9s
. Then run k9s -n demo
to start it. You can navigate to your pods, select them with Return, and navigate back up with Esc.
There's also KDash, from JHipster co-lead, Deepu K Sasidharan. It's a simple K8s terminal dashboard built with Rust. Deepu recently released an MVP of the project.
If for some reason you don't like CLI's, you can try Kubernetic.
Continuous Integration and Delivery of JHipster Microservices
This tutorial doesn't mention continuous integration and delivery of your reactive microservice architecture. I plan to cover that in a future post. If you have a solution you like, please leave a comment.
Spring on Google Cloud Platform
JHipster uses Docker containers to run all its databases in this example. However, there are a number of Google Cloud services you can use as alternatives. See the Spring Cloud GCP project on GitHub for more information.
I didn't mention Testcontainers in this post. However, JHipster does support using them. Testcontainers also has a GCloud Module.
Why Not Istio?
I didn't use Istio in this example because I didn't want to complicate things. Learning Kubernetes is hard enough without learning another system on top of it. Istio acts as a network between your containers that can do networky things like authentication, authorization, monitoring, and retries. I like to think of it as AOP for containers.
If you'd like to see how to use JHipster with Istio, see How to set up Java microservices with Istio service mesh on Kubernetes by JHipster co-lead Deepu K Sasidharan.
Fernand Galiana recommends checking out BPF (Berkeley Packet Filter) and Cilium. Cilium is open source software for transparently providing and securing the network and API connectivity between application services deployed using Linux container management platforms such as Kubernetes.
Learn More About Kubernetes, Spring Boot, and JHipster
This blog post showed you how to deploy your reactive Java microservices to production using Kubernetes. JHipster did much of the heavy lifting for you since it generated all the YAML-based deployment descriptors. Since no one really likes writing YAML, I'm calling that a win!
You learned how to use JHipster Registry to encrypt your secrets and configure Git as a configuration source for Spring Cloud Config. Bitnami's Sealed Secrets is a nice companion to encrypt the secrets in your Kubernetes deployment descriptors.
For more information about storing your secrets externally, these additional resources might help.
You can find the source code for this example on GitHub in our Java microservices examples repository.
git clone https://github.com/oktadev/java-microservices-examples.git
cd java-microservices-examples/jhipster-k8s
See JHipster's documentation on Kubernetes and GCP if you'd like more concise instructions.
If you enjoyed this post, I think you'll like these others as well:
- Reactive Java Microservices with Spring Boot and JHipster
- Build a Secure Micronaut and Angular App with JHipster
- Fast Java Made Easy with Quarkus and JHipster
- How to Docker with Spring Boot
- Security Patterns for Microservice Architectures
- Build a Microservice Architecture with Spring Boot and Kubernetes (uses Spring Boot 2.1)
If you have any questions, please ask them in the comments below.
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A huge thanks goes to Fernand Galiana for his review and detailed feedback.
Top comments (1)
One of my favorite posts ever! Make huge difference to me that you explain using minikube before publishing to Google Cloud.
Thank you @mraible! Good to see you here 😆