Build src image

To build the Docker image of cache server, run the following Docker command from the pipelines directory:

docker build -t gcr.io/ml-pipeline/cache-server:latest -f backend/Dockerfile.cacheserver .

Deploy cache service to an existing KFP deployment

1. Configure kubectl to talk to your newly created cluster. Refer to Configuring cluster access for kubectl.
2. Run deploy shell script to generate certificates and create MutatingWebhookConfiguration:

# Assume KFP is deployed in the namespace kubeflow
export NAMESPACE=kubeflow
./deployer/deploy-cache-service.sh

3. Go to pipelines/manifests/kustomize/base/cache folder and run following scripts:

kubectl apply -f cache-deployment.yaml --namespace $NAMESPACE
kubectl apply -f cache-service.yaml --namespace $NAMESPACE