feature_store.rst

Feature Store APIs

Feature group

.. autoclass:: sagemaker.feature_store.feature_group.FeatureGroup
    :members:
    :exclude-members: load_feature_definitions
    :show-inheritance:

.. autoclass:: sagemaker.feature_store.feature_group.AthenaQuery
    :members:
    :show-inheritance:

.. autoclass:: sagemaker.feature_store.feature_group.IngestionManagerPandas
    :members:
    :show-inheritance:

Feature definition

.. autoclass:: sagemaker.feature_store.feature_definition.FeatureDefinition
    :members:
    :show-inheritance:

.. autoclass:: sagemaker.feature_store.feature_definition.FractionalFeatureDefinition
    :members:
    :show-inheritance:

.. autoclass:: sagemaker.feature_store.feature_definition.IntegralFeatureDefinition
    :members:
    :show-inheritance:

.. autoclass:: sagemaker.feature_store.feature_definition.StringFeatureDefinition
    :members:
    :show-inheritance:

.. autoclass:: sagemaker.feature_store.feature_definition.FeatureTypeEnum
    :members:
    :show-inheritance:

Inputs

.. autoclass:: sagemaker.feature_store.inputs.Config
    :members:
    :show-inheritance:

.. autoclass:: sagemaker.feature_store.inputs.DataCatalogConfig
    :members:
    :show-inheritance:

.. autoclass:: sagemaker.feature_store.inputs.OfflineStoreConfig
    :members:
    :show-inheritance:

.. autoclass:: sagemaker.feature_store.inputs.OnlineStoreConfig
    :members:
    :show-inheritance:

.. autoclass:: sagemaker.feature_store.inputs.OnlineStoreSecurityConfig
    :members:
    :show-inheritance:

.. autoclass:: sagemaker.feature_store.inputs.S3StorageConfig
    :members:
    :show-inheritance:

.. autoclass:: sagemaker.feature_store.inputs.FeatureValue
    :members:
    :show-inheritance:

.. autoclass:: sagemaker.feature_store.inputs.TableFormatEnum
    :members:
    :show-inheritance:

Dataset Builder

.. autoclass:: sagemaker.feature_store.dataset_builder.DatasetBuilder
    :members:
    :show-inheritance: