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## How to deploy Shuffle on Kubernetes?
### Prerequisites:
- Clone the https://github.com/shuffle/shuffle repository using Git then, navigate to the functions/kubernetes directory, which contains all the necessary Kubernetes configuration files for deployment.
- [Running a Kubernetes cluster](https://kubernetes.io/docs/setup/). You can do that with either minikube or run the cluster locally.
- Ensure you have a local Docker registry set up to store and manage Docker images for applications built with Shuffle. While the registry is crucial for handling custom-built apps, youll still be able to run workflows without it. To setup a docker registry, if you have docker installed on one of your node run following commands.
```
chmod +x generate_certs.sh
./setup_registry.sh
```
> This will give you a NODE_IP which is you're local IP if you're not sure about what to use.
> **Make sure that port 5000 is not exposed to the internet!**
- 8 GB RAM and 4 CPUs are recommended as **minimum configs** for running Shuffle on Kubernetes. K8s is a resource-intensive application, and you may experience performance issues if you run it on a machine with fewer resources.
- If you've used the above commands to set up a registry, you'll need to skip an SSL verification for your registry. If you're using Containerd as a runtime
add the following lines in /etc/containerd/config.toml
```
[plugins."io.containerd.grpc.v1.cri".registry.mirrors."<REGISTRY_NODE_IP:PORT>"]
endpoint = ["https://<REGISTRY_NODE_IP:PORT>"]
[plugins."io.containerd.grpc.v1.cri".registry.configs."<REGISTRY_NODE_IP:PORT>".tls]
insecure_skip_verify = true
```
### Instructions
Step 1: Create a namespace called shuffle in a cluster by running ```kubectl create ns shuffle```.
Step 2: Open the ```all-in-one.yaml``` file and review the configuration values. Change the value of REGISTRY_URL with '<NODE_IP>:5000' where the registry is at. Adjust other variables as per your deployment requirements; otherwise, the application will deploy using the default settings provided within the file. Then apply the configmap and deploy with ```kubectl apply -f all-in-one.yaml -n shuffle```
Step 3: Now, open ```https://<YOUR_NODE_IP>:30008``` or ```http://<YOUR_NODE_IP>:30007```. You should be seeing a signup page. NODE_IP should be where the frontend is deployed.
### Dev Mode
1. Run backend and orborus with the environment variable `IS_KUBERNETES=true`:
```bash
export IS_KUBERNETES=true
```
2. Turn on the k8s engine with minikube:
```bash
minikube start
```
3. To use the worker scale feature, build the image with the following command:
```bash
$NAME=shuffle-worker-scale
$VERSION=1.2.0
minikube build . -t shuffle/shuffle:$NAME -t shuffle/shuffle:$NAME_$VERSION -t docker.pkg.github.com/shuffle/shuffle/$NAME:$VERSION -t ghcr.io/shuffle/$NAME:$VERSION -t ghcr.io/shuffle/$NAME:nightly -t ghcr.io/shuffle/$NAME:$VERSION -t ghcr.io/shuffle/$NAME:nightly -t ghcr.io/shuffle/$NAME:latest
```
4. To run executions, Make sure to do the following:
```bash
kubectl create role pod-creator --namespace=default --verb=create --resource=pods
kubectl create rolebinding pod-creator-binding --namespace=default --role=pod-creator --serviceaccount=default:default
```
1. Make sure you have a Kubernetes cluster available. MiniKube works for testing.
2. Install `helm install shuffle oci://ghcr.io/shuffle/charts/shuffle --namespace shuffle --create-namespace`
3. Tweak the configuration files if needed! This is not meant to be a one-size-fits-all
More details in the [kubernetes/Charts/Shuffle folder.](https://github.com/Shuffle/Shuffle/tree/main/functions/kubernetes/charts/shuffle#usage)