https://github.com/feast-dev/feast-java-old

Feast Java Components
https://github.com/feast-dev/feast-java-old

featurestore machine-learning metadata serving

Last synced: 6 months ago
JSON representation

Feast Java Components

• Host: GitHub
• URL: https://github.com/feast-dev/feast-java-old
• Owner: feast-dev
• License: apache-2.0
• Created: 2021-01-26T23:42:49.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2022-02-16T22:59:47.000Z (over 3 years ago)
• Last Synced: 2025-03-26T10:11:18.421Z (6 months ago)
• Topics: featurestore, machine-learning, metadata, serving
• Language: Java
• Homepage:
• Size: 556 KB
• Stars: 12
• Watchers: 5
• Forks: 29
• Open Issues: 5
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

Awesome Lists containing this project

README

          
# Feast Java components (deprecated)

[![complete](https://github.com/feast-dev/feast-java/actions/workflows/complete.yml/badge.svg)](https://github.com/feast-dev/feast-java/actions/workflows/complete.yml)

### Note: This repository worked with Feast 0.9 and before. Please look at http://github.com/feast-dev/feast for the more up to date version of this repo.

### Overview

This repository contains the following Feast components.

* Feast Core: The central feature registry used to define and manage entities and features.

* Feast Serving: A service used to serve the latest feature values to models.

* Feast Java SDK: A client used to retrieve features from Feast Serving.

* Helm Charts: The repository also contains Helm charts to deploy Feast Core and Feast Serving into a Kubernetes cluster.

### Architecture

![](docs/architecture.png)

* Feast Core has a dependency on Postgres.

* 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. Please see [Feast Spark](https://github.com/feast-dev/feast-spark) for more details about ingesting data into the online store.

* Feast Serving has a dependency on Feast Core.

* The Go and Python Clients are not a part of this repository.

### Contributing

Guides on Contributing:

- [Contribution Process for Feast](https://docs.feast.dev/v/master/contributing/contributing)

- [Development Guide for Feast](https://docs.feast.dev/contributing/development-guide)

- [Development Guide for feast-java (this repository)](./CONTRIBUTING.md)

### Installing using Helm

Please see the Helm charts in [charts](infra/charts).