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README.md

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# Feast Java components
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[![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)
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## Overview
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### Overview
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This repository contains the following Feast components
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* Feast Core: The central feature registry used to define and manage entities and features
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* Feast Serving: A service used to serve the latest feature values to models
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* Feast Java SDK: A client used to retrieve features from Feast Serving
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* Helm Charts: The repository also contains Helm charts to deploy Feast Core and Feast Serving into a Kubernetes cluster
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# Architecture
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### Architecture
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![](docs/architecture.png)
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* 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.
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* The Go and Python Clients are not a part of this repository.
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# Running tests
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### Running tests
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To run unit tests
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make test-java-integration
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```
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# Building docker images
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### Building docker images
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In order to build development versions of the Core and Serving images, please run the following commands:
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```
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build-docker REGISTRY=gcr.io/kf-feast VERSION=develop
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```
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# Installing using Helm
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### Installing using Helm
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Please see the Helm charts in [charts](infra/charts).

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