aws_sagemaker_featurestore_runtime
Contains all data plane API operations and data types for the Amazon SageMaker Feature Store.
Use this API to put, delete, and retrieve (get) features from a feature store.
Use the following operations to configure your OnlineStore and
OfflineStore features, and to create and manage feature groups:
CreateFeatureGroup
DeleteFeatureGroup
DescribeFeatureGroup
ListFeatureGroups
Summary
Functions
-
delete_record(Client, FeatureGroupName, Input)
Deletes a
Recordfrom aFeatureGroup. - delete_record(Client, FeatureGroupName, Input0, Options0)
-
get_record(Client, FeatureGroupName, RecordIdentifierValueAsString)
Use for
OnlineStoreserving from aFeatureStore. - get_record(Client, FeatureGroupName, RecordIdentifierValueAsString, QueryMap, HeadersMap)
- get_record(Client, FeatureGroupName, RecordIdentifierValueAsString, QueryMap, HeadersMap, Options0)
-
put_record(Client, FeatureGroupName, Input)
Used for data ingestion into the
FeatureStore. - put_record(Client, FeatureGroupName, Input0, Options0)
Functions
delete_record(Client, FeatureGroupName, Input)
Deletes a Record from a FeatureGroup.
OfflineStore when the DeleteRecord
API is called. This record will have a value of True in the is_deleted
column.
delete_record(Client, FeatureGroupName, Input0, Options0)
get_record(Client, FeatureGroupName, RecordIdentifierValueAsString)
Use for OnlineStore serving from a FeatureStore.
OnlineStore can be retrieved. If
no Record with RecordIdentifierValue is found, then an empty result is
returned.
get_record(Client, FeatureGroupName, RecordIdentifierValueAsString, QueryMap, HeadersMap)
get_record(Client, FeatureGroupName, RecordIdentifierValueAsString, QueryMap, HeadersMap, Options0)
put_record(Client, FeatureGroupName, Input)
Used for data ingestion into the FeatureStore.
PutRecord API writes to both the OnlineStore and OfflineStore.
If the record is the latest record for the recordIdentifier, the record
is written to both the OnlineStore and OfflineStore. If the record is
a historic record, it is written only to the OfflineStore.