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
Record
from aFeatureGroup
. - delete_record(Client, FeatureGroupName, Input0, Options0)
-
get_record(Client, FeatureGroupName, RecordIdentifierValueAsString)
Use for
OnlineStore
serving 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
.