feature_store.rst

Feature Store APIs

Feature group

.. autoclass:: sagemaker.feature_store.feature_group.FeatureGroup

.. autoclass:: sagemaker.feature_store.feature_group.AthenaQuery

.. autoclass:: sagemaker.feature_store.feature_group.IngestionManagerPandas

Feature definition

.. autoclass:: sagemaker.feature_store.feature_definition.FeatureDefinition

.. autoclass:: sagemaker.feature_store.feature_definition.FractionalFeatureDefinition

.. autoclass:: sagemaker.feature_store.feature_definition.IntegralFeatureDefinition

.. autoclass:: sagemaker.feature_store.feature_definition.StringFeatureDefinition

.. autoclass:: sagemaker.feature_store.feature_definition.FeatureTypeEnum

Inputs

.. autoclass:: sagemaker.feature_store.inputs.Config

.. autoclass:: sagemaker.feature_store.inputs.DataCatalogConfig

.. autoclass:: sagemaker.feature_store.inputs.OfflineStoreConfig

.. autoclass:: sagemaker.feature_store.inputs.OnlineStoreConfig

.. autoclass:: sagemaker.feature_store.inputs.OnlineStoreSecurityConfig

.. autoclass:: sagemaker.feature_store.inputs.S3StorageConfig

.. autoclass:: sagemaker.feature_store.inputs.FeatureValue