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This is a K8s Operator that can be used to deploy and manage Feast, an open source feature store for machine learning.
Users can just run kubectl apply -f <URL for YAML BUNDLE> to install the project, i.e.:
Install the CRDs into the cluster:
Deploy the Manager to the cluster:
NOTE: If you encounter RBAC errors, you may need to grant yourself cluster-admin privileges or be logged in as admin.
Create instances of your solution You can apply the samples (examples) from the config/sample:
NOTE: Ensure that the samples has default values to test it out.
Delete the instances (CRs) from the cluster:
Delete the APIs(CRDs) from the cluster:
UnDeploy the controller from the cluster:
Following are the steps to build the installer and distribute this project to users.
Build the installer for the image built and published in the registry:
NOTE: The makefile target mentioned above generates an 'install.yaml' file in the dist directory. This file contains all the resources built with Kustomize, which are necessary to install this project without its dependencies.
Additional Feast contrib information can be found on the project's README.
Before submitting a PR, the following command should run to a successful completion:
Build and push your image to the location specified by IMG:
NOTE: This image ought to be published in the personal registry you specified. And it is required to have access to pull the image from the working environment. Make sure you have the proper permission to the registry if the above commands don’t work.
Install the CRDs into the cluster:
Deploy the Manager to the cluster with the image specified by IMG:
NOTE: Run make help for more information on all potential make targets
More information can be found via the Kubebuilder Documentation
Copyright 2024 Feast Community.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.
You need a kind cluster to run the e2e tests on local(dev) environment.