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README.md

Feast Python / Go Feature Server Helm Charts

Current chart version is 0.53.0

Installation

Run the following commands to add the repository

helm repo add feast-charts https://feast-helm-charts.storage.googleapis.com
helm repo update

Install Feast Feature Server on Kubernetes

  • Feast Deployment Mode: The Feast Feature Server supports multiple deployment modes using the feast_mode property. Supported modes are online (default), offline, ui, and registry. Users can set the feast_mode based on their deployment choice. The online mode is the default and maintains backward compatibility with previous Feast Feature Server implementations.

  • Feature Store File: A base64 encoded version of the feature_store.yaml file is needed.

Helm install examples:

helm install feast-feature-server feast-charts/feast-feature-server --set feature_store_yaml_base64=$(base64 > feature_store.yaml)
helm install feast-offline-server feast-charts/feast-feature-server --set feast_mode=offline  --set feature_store_yaml_base64=$(base64 > feature_store.yaml)
helm install feast-ui-server feast-charts/feast-feature-server --set feast_mode=ui  --set feature_store_yaml_base64=$(base64 > feature_store.yaml)
helm install feast-registry-server feast-charts/feast-feature-server --set feast_mode=registry  --set feature_store_yaml_base64=$(base64 > feature_store.yaml)

Tutorial

See here for a sample tutorial on testing this helm chart with a demo feature repository and a local Redis instance.

Values

Key Type Default Description
affinity object {}
extraEnvs list [] Additional environment variables to be set in the container
feast_mode string "online" Feast supported deployment modes - online (default), offline, ui and registry
feature_store_yaml_base64 string "" [required] a base64 encoded version of feature_store.yaml
fullnameOverride string ""
image.pullPolicy string "IfNotPresent"
image.repository string "quay.io/feastdev/feature-server" Docker image for Feature Server repository
image.tag string "0.53.0" The Docker image tag (can be overwritten if custom feature server deps are needed for on demand transforms)
imagePullSecrets list []
livenessProbe.initialDelaySeconds int 30
livenessProbe.periodSeconds int 30
logLevel string "WARNING"
metrics.enabled bool false
metrics.otelCollector.endpoint string ""
metrics.otelCollector.port int 4317
nameOverride string ""
nodeSelector object {}
podAnnotations object {}
podSecurityContext object {}
readinessProbe.initialDelaySeconds int 20
readinessProbe.periodSeconds int 10
replicaCount int 1
resources object {}
route.enabled bool false
securityContext object {}
service.port int 80
service.type string "ClusterIP"
serviceAccount.name string ""
tolerations list []
volumeMounts list []
volumes list []