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Then run `make test-python-integration`. Note that for GCP / AWS, this will create new temporary tables / datasets.
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## Feast Java Serving
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See [Java contributing guide](java/CONTRIBUTING.md)
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## Feast Go Client
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:warning: Feast Go Client will move to its own standalone repository in the future.
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Unit tests for the Feast Go Client can be run as follows:
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```sh
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go test
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```
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## Feast on Kubernetes
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:warning: Feast Terraform will move to its own standalone repository in the future.
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See the deployment guide of the respective cloud providers for how to work with these deployments:
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-[Helm Deployment on Kubernetes](https://docs.feast.dev/feast-on-kubernetes/getting-started/install-feast/kubernetes-with-helm)
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-[Terraform Deployment on Amazon EKS](https://docs.feast.dev/feast-on-kubernetes/getting-started/install-feast/kubernetes-amazon-eks-with-terraform)
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-[Terraform Deployment on Azure AKS](https://docs.feast.dev/feast-on-kubernetes/getting-started/install-feast/kubernetes-azure-aks-with-terraform)
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-[Terraform Deployment on Google Cloud GKE](https://docs.feast.dev/feast-on-kubernetes/getting-started/install-feast/google-cloud-gke-with-terraform)
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-[Kustomize Deployment on IBM Cloud IKS or OpenShift](https://docs.feast.dev/feast-on-kubernetes/getting-started/install-feast/ibm-cloud-iks-with-kustomize)
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In order for a plugin integration to be highlighted on this page, it must meet the following requirements:
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1. The plugin must have tests. Ideally it would use the Feast universal tests (see this [guide](broken-reference) for an example), but custom tests are fine.
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1. The plugin must have tests. Ideally it would use the Feast universal tests (see this [guide](../how-to-guides/adding-or-reusing-tests) for an example), but custom tests are fine.
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2. The plugin must have some basic documentation on how it should be used.
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3. The author must work with a maintainer to pass a basic code review (e.g. to ensure that the implementation roughly matches the core Feast implementations). 
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2. Add the change log by applying the change log commit created in step 2.
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3. Check that versions are updated with `env TARGET_MERGE_BRANCH=master make lint-versions`
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7. Create a [GitHub release](https://github.com/feast-dev/feast/releases) which includes a summary of im~~p~~ortant changes as well as any artifacts associated with the release. Make sure to include the same change log as added in [CHANGELOG.md](../../CHANGELOG.md). Use `Feast vX.Y.Z` as the title.
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8. Update the[ Upgrade Guide](broken-reference) to include the action required instructions for users to upgrade to this new release. Instructions should include a migration for each breaking change made to this release.
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When a tag that matches a Semantic Version string is pushed, CI will automatically build and push the relevant artifacts to their repositories or package managers (docker images, Python wheels, etc). JVM artifacts are promoted from Sonatype OSSRH to Maven Central, but it sometimes takes some time for them to be available. The `sdk/go/v tag` is required to version the Go SDK go module so that users can go get a specific tagged release of the Go SDK.
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## Overview
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The local feature server is an HTTP endpoint that serves features with JSON I/O. This enables users to get features from Feast using any programming language that can make HTTP requests. A [remote feature server](alpha-aws-lambda-feature-server.md) on AWS Lambda is also available. A remote feature server on GCP Cloud Run is currently being developed.
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The local feature server is an HTTP endpoint that serves features with JSON I/O. This enables users to get features from Feast using any programming language that can make HTTP requests. A [remote feature server](../alpha-aws-lambda-feature-server.md) on AWS Lambda is also available. A remote feature server on GCP Cloud Run is currently being developed.
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"\n",
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"- Read the [Concepts](https://docs.feast.dev/getting-started/concepts/) page to understand the Feast data model and architecture.\n",
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"- Check out our [Tutorials](https://docs.feast.dev/tutorials/tutorials-overview) section for more examples on how to use Feast.\n",
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"- Follow our [Running Feast with GCP/AWS](https://docs.feast.dev/how-to-guides/feast-gcp-aws) guide for a more in-depth tutorial on using Feast.\n",
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"- Follow our [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/how-to-guides/feast-snowflake-gcp-aws) guide for a more in-depth tutorial on using Feast.\n",
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"- Join other Feast users and contributors in [Slack](https://slack.feast.dev/) and become part of the community!"
# where X.X.X is the version of the Feast Core JAR built
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java -jar core/target/feast-core-X.X.X-exec.jar
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```
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### Unit / Integration Tests
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Unit & Integration Tests can be used to verify functionality:
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```sh
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# run unit tests
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mvn test -pl core --also-make
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# run integration tests
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mvn verify -pl core --also-make
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```
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## Feast Serving
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### Environment Setup
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Setting up your development environment for Feast Serving:
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1. Complete the feast-java [Common Setup](#common-setup)
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2. Boot up a Redis instance (version 5.x). Example of doing so via Docker:
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```sh
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docker run --name redis --rm -it -d -p 6379:6379 redis:5-alpine
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```
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> Feast Serving requires a running Feast Core instance to retrieve Feature metadata
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> in order to serve features. See the [Feast Core section](#feast-core) for
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> how to get a Feast Core instance running.
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### Configuration
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Feast Serving is configured using it's [application.yml](https://docs.feast.dev/reference/configuration-reference#1-feast-core-and-feast-online-serving).
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### Building and Running
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1. Build / Compile Feast Serving with Maven to produce an executable Feast Serving JAR
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