Feature Stores

Feature stores allow data teams to serve data via an offline store, and an online low-latency store where data is kept in sync between the two. It also offers a centralized registry where features (and feature schemas) are stored for use within a team or wider organization.
Base abstraction in progress!
We are actively working on the base abstraction for the feature stores, which will be available soon. As a result, their extension is not possible at the moment. If you would like to use a feature store in your stack, please check the list of already available feature stores down below.
List of available feature stores
For production use cases, some more flavors can be found in specific integrations modules. In terms of features stores, ZenML features an integration of feast.
Text
Flavor
Integration
​FeastFeatureStore​
feast
feast
If you would like to see the available flavors for feature stores, you can use the command:
1
zenml feature-store flavor list
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List of available feature stores