feature_store.yaml

Overview

feature_store.yaml is used to configure a feature store. The file must be located at the root of a feature repository. An example feature_store.yaml is shown below:

feature_store.yaml
project: loyal_spider
registry: data/registry.db
provider: local
online_store:
    type: sqlite
    path: data/online_store.db

Options

The following top-level configuration options exist in the feature_store.yaml file.

  • provider — Configures the environment in which Feast will deploy and operate.

  • registry — Configures the location of the feature registry.

  • online_store — Configures the online store.

  • offline_store — Configures the offline store.

  • project — Defines a namespace for the entire feature store. Can be used to isolate multiple deployments in a single installation of Feast. Should only contain letters, numbers, and underscores.

  • engine - Configures the batch materialization engine.

Please see the RepoConfig API reference for the full list of configuration options.

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