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Version: v1.2.0

Requirements

Kubernetes cluster​

Feature Store must be deployed on top of Kubernetes. Try using the Helm charts delivered by H2O.ai.

Identity provider​

Please make sure your identity provider, such as Keycloak or Azure Active Directory, is running.

For Azure, we provide additional information available at Configuration of Azure Active Directory client.

PostgreSQL​

PostgreSQL is used to store all Feature Store metadata.

Database for online records​

Either Redis or PostgreSQL can be used for storing online features.

Main storage​

Feature Store supports Azure Data Lake Gen2 or any Amazon S3 API supported cloud storage services.

Messaging system​

Feature Store uses Kafka as messaging protocol. Therefore, implementations of Kafka protocol in Cloud are natively supported (e.g., Azure EventHub or Amazon MSK).

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