Kubernetes

Prerequisites

An existing Kubernetes Cluster in AWS
A domain name that can be directed at the Featureform load balancer

Step 1: Add Helm repos

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

Step 2: Install Helm Charts

Certificate Manager

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

Featureform

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  featureform/featureform \
    --set hostname=
    --set publicCert=true

Custom helm flags

Name	Description	Default
hostname	The hostname where the cluster will be accessible. Required to terminate the TLS certificate for GRPC.	”localhost”
versionOverride	The Docker container tag to pull. The default value is overwritten with the latest deployment version when pulling from artifacthub.	”0.0.0”
repository	The Docker repo to pull the images from.	”featureformcom”
pullPolicy	The container pull policies.	”Always”
selfSignedCert	Will create a self-signed certificate for the hostname. Either selfSignedCert or publicCert must be enabled if generating a certificate.	”true”
publicCert	Whether to use a public TLS certificate or a self-signed one. If true, the public certificate is generated for the provided hostname.	”false”
tlsSecretName	Will set the name of the TLS secret for the ingress to use if manually adding a certificate.	”featureform-ca-secret”
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”
nginx.enabled	Will install nginx along with Featureform if true.	”true”
logging	Will enable logging fluentbit, loki, and graphana within the cluster.	”true”

Step 3: Domain routing

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.

Overview

Using Featureform

Featureform Resource Types

LLMs, Embeddings, and Vector Databases

Common Use Cases and Examples

Supported Infrastructure Providers

Deployment

Prerequisites

Step 1: Add Helm repos

Step 2: Install Helm Charts

Certificate Manager

Featureform

Custom helm flags

Step 3: Domain routing

​Prerequisites

​Step 1: Add Helm repos

​Step 2: Install Helm Charts

​Certificate Manager

​Featureform

​Custom helm flags

​Step 3: Domain routing

Prerequisites

Step 1: Add Helm repos

Step 2: Install Helm Charts

Certificate Manager

Featureform

Custom helm flags

Step 3: Domain routing