com.amazonaws.services.sagemakerfeaturestoreruntime

Class AbstractAmazonSageMakerFeatureStoreRuntimeAsync

java.lang.Object

com.amazonaws.services.sagemakerfeaturestoreruntime.AbstractAmazonSageMakerFeatureStoreRuntime

com.amazonaws.services.sagemakerfeaturestoreruntime.AbstractAmazonSageMakerFeatureStoreRuntimeAsync

All Implemented Interfaces:

AmazonSageMakerFeatureStoreRuntime, AmazonSageMakerFeatureStoreRuntimeAsync

@Generated(value="com.amazonaws:aws-java-sdk-code-generator")
public class AbstractAmazonSageMakerFeatureStoreRuntimeAsync
extends AbstractAmazonSageMakerFeatureStoreRuntime
implements AmazonSageMakerFeatureStoreRuntimeAsync

Abstract implementation of AmazonSageMakerFeatureStoreRuntimeAsync. Convenient method forms pass through to the corresponding overload that takes a request object and an AsyncHandler, which throws an UnsupportedOperationException.

Field Summary

Fields inherited from interface com.amazonaws.services.sagemakerfeaturestoreruntime.AmazonSageMakerFeatureStoreRuntime

ENDPOINT_PREFIX

Method Summary

Modifier and Type	Method and Description
Future<BatchGetRecordResult>	batchGetRecordAsync(BatchGetRecordRequest request) Retrieves a batch of Records from a FeatureGroup.
Future<BatchGetRecordResult>	batchGetRecordAsync(BatchGetRecordRequest request, AsyncHandler<BatchGetRecordRequest,BatchGetRecordResult> asyncHandler) Retrieves a batch of Records from a FeatureGroup.
Future<DeleteRecordResult>	deleteRecordAsync(DeleteRecordRequest request) Deletes a Record from a FeatureGroup in the OnlineStore.
Future<DeleteRecordResult>	deleteRecordAsync(DeleteRecordRequest request, AsyncHandler<DeleteRecordRequest,DeleteRecordResult> asyncHandler) Deletes a Record from a FeatureGroup in the OnlineStore.
Future<GetRecordResult>	getRecordAsync(GetRecordRequest request) Use for OnlineStore serving from a FeatureStore.
Future<GetRecordResult>	getRecordAsync(GetRecordRequest request, AsyncHandler<GetRecordRequest,GetRecordResult> asyncHandler) Use for OnlineStore serving from a FeatureStore.
Future<PutRecordResult>	putRecordAsync(PutRecordRequest request) The PutRecord API is used to ingest a list of Records into your feature group.
Future<PutRecordResult>	putRecordAsync(PutRecordRequest request, AsyncHandler<PutRecordRequest,PutRecordResult> asyncHandler) The PutRecord API is used to ingest a list of Records into your feature group.

Methods inherited from class com.amazonaws.services.sagemakerfeaturestoreruntime.AbstractAmazonSageMakerFeatureStoreRuntime

batchGetRecord, deleteRecord, getCachedResponseMetadata, getRecord, putRecord, shutdown

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface com.amazonaws.services.sagemakerfeaturestoreruntime.AmazonSageMakerFeatureStoreRuntime

batchGetRecord, deleteRecord, getCachedResponseMetadata, getRecord, putRecord, shutdown

Method Detail

batchGetRecordAsync

public Future<BatchGetRecordResult> batchGetRecordAsync(BatchGetRecordRequest request)

Description copied from interface: AmazonSageMakerFeatureStoreRuntimeAsync

Retrieves a batch of Records from a FeatureGroup.

Specified by:

batchGetRecordAsync in interface AmazonSageMakerFeatureStoreRuntimeAsync

Returns:

A Java Future containing the result of the BatchGetRecord operation returned by the service.

See Also:

AWS API Documentation

batchGetRecordAsync

public Future<BatchGetRecordResult> batchGetRecordAsync(BatchGetRecordRequest request,
                                                        AsyncHandler<BatchGetRecordRequest,BatchGetRecordResult> asyncHandler)

Description copied from interface: AmazonSageMakerFeatureStoreRuntimeAsync

Retrieves a batch of Records from a FeatureGroup.

Specified by:

batchGetRecordAsync in interface AmazonSageMakerFeatureStoreRuntimeAsync

asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.

Returns:

A Java Future containing the result of the BatchGetRecord operation returned by the service.

See Also:

AWS API Documentation

deleteRecordAsync

public Future<DeleteRecordResult> deleteRecordAsync(DeleteRecordRequest request)

Description copied from interface: AmazonSageMakerFeatureStoreRuntimeAsync

Deletes a Record from a FeatureGroup in the OnlineStore. Feature Store supports both SoftDelete and HardDelete. For SoftDelete (default), feature columns are set to null and the record is no longer retrievable by GetRecord or BatchGetRecord. For HardDelete, the complete Record is removed from the OnlineStore. In both cases, Feature Store appends the deleted record marker to the OfflineStore. The deleted record marker is a record with the same RecordIdentifer as the original, but with is_deleted value set to True, EventTime set to the delete input EventTime, and other feature values set to null.

Note that the EventTime specified in DeleteRecord should be set later than the EventTime of the existing record in the OnlineStore for that RecordIdentifer. If it is not, the deletion does not occur:

• For SoftDelete, the existing (not deleted) record remains in the OnlineStore, though the delete record marker is still written to the OfflineStore.

• HardDelete returns EventTime: 400 ValidationException to indicate that the delete operation failed. No delete record marker is written to the OfflineStore.

When a record is deleted from the OnlineStore, the deleted record marker is appended to the OfflineStore. If you have the Iceberg table format enabled for your OfflineStore, you can remove all history of a record from the OfflineStore using Amazon Athena or Apache Spark. For information on how to hard delete a record from the OfflineStore with the Iceberg table format enabled, see Delete records from the offline store.

Specified by:

deleteRecordAsync in interface AmazonSageMakerFeatureStoreRuntimeAsync

Returns:

A Java Future containing the result of the DeleteRecord operation returned by the service.

See Also:

AWS API Documentation

deleteRecordAsync

public Future<DeleteRecordResult> deleteRecordAsync(DeleteRecordRequest request,
                                                    AsyncHandler<DeleteRecordRequest,DeleteRecordResult> asyncHandler)

Description copied from interface: AmazonSageMakerFeatureStoreRuntimeAsync

Deletes a Record from a FeatureGroup in the OnlineStore. Feature Store supports both SoftDelete and HardDelete. For SoftDelete (default), feature columns are set to null and the record is no longer retrievable by GetRecord or BatchGetRecord. For HardDelete, the complete Record is removed from the OnlineStore. In both cases, Feature Store appends the deleted record marker to the OfflineStore. The deleted record marker is a record with the same RecordIdentifer as the original, but with is_deleted value set to True, EventTime set to the delete input EventTime, and other feature values set to null.

Note that the EventTime specified in DeleteRecord should be set later than the EventTime of the existing record in the OnlineStore for that RecordIdentifer. If it is not, the deletion does not occur:

• For SoftDelete, the existing (not deleted) record remains in the OnlineStore, though the delete record marker is still written to the OfflineStore.

• HardDelete returns EventTime: 400 ValidationException to indicate that the delete operation failed. No delete record marker is written to the OfflineStore.

When a record is deleted from the OnlineStore, the deleted record marker is appended to the OfflineStore. If you have the Iceberg table format enabled for your OfflineStore, you can remove all history of a record from the OfflineStore using Amazon Athena or Apache Spark. For information on how to hard delete a record from the OfflineStore with the Iceberg table format enabled, see Delete records from the offline store.

Specified by:

deleteRecordAsync in interface AmazonSageMakerFeatureStoreRuntimeAsync

asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.

Returns:

A Java Future containing the result of the DeleteRecord operation returned by the service.

See Also:

AWS API Documentation

getRecordAsync

public Future<GetRecordResult> getRecordAsync(GetRecordRequest request)

Description copied from interface: AmazonSageMakerFeatureStoreRuntimeAsync

Use for OnlineStore serving from a FeatureStore. Only the latest records stored in the OnlineStore can be retrieved. If no Record with RecordIdentifierValue is found, then an empty result is returned.

Specified by:

getRecordAsync in interface AmazonSageMakerFeatureStoreRuntimeAsync

Returns:

A Java Future containing the result of the GetRecord operation returned by the service.

See Also:

AWS API Documentation

getRecordAsync

public Future<GetRecordResult> getRecordAsync(GetRecordRequest request,
                                              AsyncHandler<GetRecordRequest,GetRecordResult> asyncHandler)

Description copied from interface: AmazonSageMakerFeatureStoreRuntimeAsync

Use for OnlineStore serving from a FeatureStore. Only the latest records stored in the OnlineStore can be retrieved. If no Record with RecordIdentifierValue is found, then an empty result is returned.

Specified by:

getRecordAsync in interface AmazonSageMakerFeatureStoreRuntimeAsync

asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.

Returns:

A Java Future containing the result of the GetRecord operation returned by the service.

See Also:

AWS API Documentation

putRecordAsync

public Future<PutRecordResult> putRecordAsync(PutRecordRequest request)

Description copied from interface: AmazonSageMakerFeatureStoreRuntimeAsync

The PutRecord API is used to ingest a list of Records into your feature group.

If a new record’s EventTime is greater, the new record is written to both the OnlineStore and OfflineStore. Otherwise, the record is a historic record and it is written only to the OfflineStore.

You can specify the ingestion to be applied to the OnlineStore, OfflineStore, or both by using the TargetStores request parameter.

You can set the ingested record to expire at a given time to live (TTL) duration after the record’s event time, ExpiresAt = EventTime + TtlDuration, by specifying the TtlDuration parameter. A record level TtlDuration is set when specifying the TtlDuration parameter using the PutRecord API call. If the input TtlDuration is null or unspecified, TtlDuration is set to the default feature group level TtlDuration. A record level TtlDuration supersedes the group level TtlDuration.

Specified by:

putRecordAsync in interface AmazonSageMakerFeatureStoreRuntimeAsync

Returns:

A Java Future containing the result of the PutRecord operation returned by the service.

See Also:

AWS API Documentation

putRecordAsync

public Future<PutRecordResult> putRecordAsync(PutRecordRequest request,
                                              AsyncHandler<PutRecordRequest,PutRecordResult> asyncHandler)

Description copied from interface: AmazonSageMakerFeatureStoreRuntimeAsync

The PutRecord API is used to ingest a list of Records into your feature group.

If a new record’s EventTime is greater, the new record is written to both the OnlineStore and OfflineStore. Otherwise, the record is a historic record and it is written only to the OfflineStore.

You can specify the ingestion to be applied to the OnlineStore, OfflineStore, or both by using the TargetStores request parameter.

You can set the ingested record to expire at a given time to live (TTL) duration after the record’s event time, ExpiresAt = EventTime + TtlDuration, by specifying the TtlDuration parameter. A record level TtlDuration is set when specifying the TtlDuration parameter using the PutRecord API call. If the input TtlDuration is null or unspecified, TtlDuration is set to the default feature group level TtlDuration. A record level TtlDuration supersedes the group level TtlDuration.

Specified by:

putRecordAsync in interface AmazonSageMakerFeatureStoreRuntimeAsync

asyncHandler - Asynchronous callback handler for events in the lifecycle of the request. Users can provide an implementation of the callback methods in this interface to receive notification of successful or unsuccessful completion of the operation.

Returns:

A Java Future containing the result of the PutRecord operation returned by the service.

See Also:

AWS API Documentation