Feast Helm Charts (Deprecated)

⚠️ Note: This repo is no longer actively maintained. Please look to https://github.com/feast-dev/feast for the latest helm charts.

Since Feast 0.10 our vision is to manage all infrastructure for feature store from one place - Feast SDK. But while this new paradigm is still in development, we are planning to support the installation of some Feast components (like Java feature server) through Helm chart presented in this repository. However, we do not expect helm chart to become a long-term solution for deploying Feast components to production, and some frictions still might exist. For example, you will need to manually sync some configurations from feature_store.yaml into the chart context (like path to the registry file or project name).

This repo contains Helm charts for Feast components that are being installed on Kubernetes:

• Feast (root chart): The complete Helm chart containing all Feast components and dependencies. Most users will use this chart, but can selectively enable/disable subcharts using the values.yaml file.
  • Feature Server: High performant JVM-based implementation of feature server.
  • Transformation Service: Transformation server for calculating on-demand features
  • Redis: (Optional) One of possible options for an online store used by Feature Server

Chart: Feast

Feature store for machine learning Current chart version is 0.101.0

Installation

Charts are published to https://feast-helm-charts.storage.googleapis.com. Please note that this URL is different from the URL we previously used (feast-charts)

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

helm install feast-release feast-charts/feast

Customize your installation

This Feast chart comes with a values.yaml that allows for configuration and customization of all sub-charts.

In order to modify the default configuration of Feature Server, please use the application-override.yaml key in the values.yaml file in this chart. A code snippet example

feature-server:
    application-override.yaml:
        enabled: true
        feast:
            active_store: online
            stores:
            - name: online
              type: REDIS
              config:
                host: localhost
                port: 6379

For the default configuration, please see the Feature Server Configuration.

For more details, please see: https://docs.feast.dev/how-to-guides/running-feast-in-production

Requirements

Values