infra/charts/feast-feature-server/README.md
Current chart version is 0.63.0
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)
See here for a sample tutorial on testing this helm chart with a demo feature repository and a local Redis instance.
| Key | Type | Default | Description |
|---|---|---|---|
| affinity | object | {} | |
| commandArgs | list | [] | Override the default command arguments for complete control over CLI options If not specified, falls back to legacy behavior based on feast_mode Example for UI mode with custom options: commandArgs: - "feast" - "--log-level" - "INFO" - "ui" - "--root_path" - "/feast" - "--registry_ttl_sec" - "300" - "-h" - "0.0.0.0" - "-p" - "8888" |
| 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 | "0.63.0" | 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 | [] |