Feast Java components

Overview

This repository contains the following Feast components.

• Feast Serving: A gRPC service used to serve the latest feature values to models.
• Feast Serving Client: A client used to retrieve features from Feast Serving.

Architecture

Feast Serving has a dependency on an online store (Redis) for retrieving features. The process of ingesting data into the online store (Redis) is decoupled from the process of reading from it.

Contributing

Guides on Contributing:

• Contribution Process for Feast
• Development Guide for Feast
• Development Guide for feast-java (this repository)
  • Note: includes installing without using Helm

Installing using Helm

Please see the Helm charts in infra/charts/feast.