Kubernetes
This guide will walk through deploying Featureform on Kubernetes. The Featureform ingress currently supports AWS load balancers.
- An existing Kubernetes Cluster in AWS
- A domain name that can be directed at the Featureform load balancer
Add Certificate Manager and Featureform Helm Repos.
helm repo add featureform https://storage.googleapis.com/featureform-helm/
helm repo add jetstack https://charts.jetstack.io
helm repo update
If Certificate Manager has not yet been installed, install it before installing Featureform.
helm install certmgr jetstack/cert-manager \
--set installCRDs=true \
--version v1.8.0 \
--namespace cert-manager \
--create-namespace
Install Featureform with the desired domain name. Featureform will automatically provision the public TLS certificate when the specific domain name is routed to the Featureform loadbalancer.
helm install <release-name> featureform/featureform \
--set global.hostname=<your-domain-name>
--set global.publicCert=true
Name | Description | Default |
|---|---|---|
global.hostname | The hostname where the cluster will be accessible. Required to terminate the TLS certificate for GRPC. | "localhost" |
global.version | The Docker container tag to pull. The default value is overwritten with the latest deployment version when pulling from artifacthub. | "0.0.0" |
global.repo | The Docker repo to pull the images from. | "featureformcom" |
global.pullPolicy | The container pull policies. | "Always" |
global.localCert | Will create a self-signed certificate for the hostname. Either localCert or publicCert must be enabled if generating a certifiate. | "true" |
global.publicCert | Whether to use a public TLS certificate or a self-signed on. If true, the public certificate is generated for the provided global.hostname. | "false" |
global.tlsSecretName | Will set the name of the TLS secret for the ingress to use if manually adding a certificate. | "featureform-ca-secret" |
global.k8s_runner_enable | If true, uses a Kubernetes Job to run Featureform jobs. If false, Featureform jobs are run in the coordinator container in a separate thread. | "false" |
global.nginx.enabled | Will install nginx along with Featureform if true. | "true" |
global.logging | Will enable logging fluentbit, loki, and graphana within the cluster. | "true" |
After Featureform has created its load balancer, you can create a CNAME record for your domain that points to the Featureform load balancer.
Public TLS certificates will be generated automatically once the record has been created.
Last modified 4mo ago