@ThreadSafe @Generated(value="com.amazonaws:aws-java-sdk-code-generator") public class AmazonSageMakerFeatureStoreRuntimeAsyncClient extends AmazonSageMakerFeatureStoreRuntimeClient implements AmazonSageMakerFeatureStoreRuntimeAsync
AsyncHandler can be
used to receive notification when an asynchronous operation completes.
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:
LOGGING_AWS_REQUEST_METRICENDPOINT_PREFIX| Modifier and Type | Method and Description |
|---|---|
static AmazonSageMakerFeatureStoreRuntimeAsyncClientBuilder |
asyncBuilder() |
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. |
ExecutorService |
getExecutorService()
Returns the executor service used by this client to execute async requests.
|
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)
Used for data ingestion into the
FeatureStore. |
Future<PutRecordResult> |
putRecordAsync(PutRecordRequest request,
AsyncHandler<PutRecordRequest,PutRecordResult> asyncHandler)
Used for data ingestion into the
FeatureStore. |
void |
shutdown()
Shuts down the client, releasing all managed resources.
|
batchGetRecord, builder, deleteRecord, getCachedResponseMetadata, getRecord, putRecordaddRequestHandler, addRequestHandler, configureRegion, getClientConfiguration, getEndpointPrefix, getMonitoringListeners, getRequestMetricsCollector, getServiceName, getSignerByURI, getSignerOverride, getSignerRegionOverride, getTimeOffset, makeImmutable, removeRequestHandler, removeRequestHandler, setEndpoint, setEndpoint, setRegion, setServiceNameIntern, setSignerRegionOverride, setTimeOffset, withEndpoint, withRegion, withRegion, withTimeOffsetequals, getClass, hashCode, notify, notifyAll, toString, wait, wait, waitbatchGetRecord, deleteRecord, getCachedResponseMetadata, getRecord, putRecordpublic static AmazonSageMakerFeatureStoreRuntimeAsyncClientBuilder asyncBuilder()
public ExecutorService getExecutorService()
public Future<BatchGetRecordResult> batchGetRecordAsync(BatchGetRecordRequest request)
AmazonSageMakerFeatureStoreRuntimeAsync
Retrieves a batch of Records from a FeatureGroup.
batchGetRecordAsync in interface AmazonSageMakerFeatureStoreRuntimeAsyncpublic Future<BatchGetRecordResult> batchGetRecordAsync(BatchGetRecordRequest request, AsyncHandler<BatchGetRecordRequest,BatchGetRecordResult> asyncHandler)
AmazonSageMakerFeatureStoreRuntimeAsync
Retrieves a batch of Records from a FeatureGroup.
batchGetRecordAsync in interface AmazonSageMakerFeatureStoreRuntimeAsyncasyncHandler - 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.public Future<DeleteRecordResult> deleteRecordAsync(DeleteRecordRequest request)
AmazonSageMakerFeatureStoreRuntimeAsync
Deletes a Record from a FeatureGroup in the OnlineStore. Feature Store
supports both SOFT_DELETE and HARD_DELETE. For SOFT_DELETE (default),
feature columns are set to null and the record is no longer retrievable by GetRecord or
BatchGetRecord. For HARD_DELETE, the complete Record is removed from the
OnlineStore. In both cases, Feature Store appends the deleted record marker to the
OfflineStore with feature values set to null, is_deleted value set to
True, and EventTime set to the delete input EventTime.
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 SOFT_DELETE, the existing (undeleted) record remains in the OnlineStore, though the
delete record marker is still written to the OfflineStore.
HARD_DELETE returns EventTime: 400 ValidationException to indicate that
the delete operation failed. No delete record marker is written to the OfflineStore.
deleteRecordAsync in interface AmazonSageMakerFeatureStoreRuntimeAsyncpublic Future<DeleteRecordResult> deleteRecordAsync(DeleteRecordRequest request, AsyncHandler<DeleteRecordRequest,DeleteRecordResult> asyncHandler)
AmazonSageMakerFeatureStoreRuntimeAsync
Deletes a Record from a FeatureGroup in the OnlineStore. Feature Store
supports both SOFT_DELETE and HARD_DELETE. For SOFT_DELETE (default),
feature columns are set to null and the record is no longer retrievable by GetRecord or
BatchGetRecord. For HARD_DELETE, the complete Record is removed from the
OnlineStore. In both cases, Feature Store appends the deleted record marker to the
OfflineStore with feature values set to null, is_deleted value set to
True, and EventTime set to the delete input EventTime.
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 SOFT_DELETE, the existing (undeleted) record remains in the OnlineStore, though the
delete record marker is still written to the OfflineStore.
HARD_DELETE returns EventTime: 400 ValidationException to indicate that
the delete operation failed. No delete record marker is written to the OfflineStore.
deleteRecordAsync in interface AmazonSageMakerFeatureStoreRuntimeAsyncasyncHandler - 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.public Future<GetRecordResult> getRecordAsync(GetRecordRequest request)
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.
getRecordAsync in interface AmazonSageMakerFeatureStoreRuntimeAsyncpublic Future<GetRecordResult> getRecordAsync(GetRecordRequest request, AsyncHandler<GetRecordRequest,GetRecordResult> asyncHandler)
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.
getRecordAsync in interface AmazonSageMakerFeatureStoreRuntimeAsyncasyncHandler - 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.public Future<PutRecordResult> putRecordAsync(PutRecordRequest request)
AmazonSageMakerFeatureStoreRuntimeAsync
Used for data ingestion into the FeatureStore. The 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.
putRecordAsync in interface AmazonSageMakerFeatureStoreRuntimeAsyncpublic Future<PutRecordResult> putRecordAsync(PutRecordRequest request, AsyncHandler<PutRecordRequest,PutRecordResult> asyncHandler)
AmazonSageMakerFeatureStoreRuntimeAsync
Used for data ingestion into the FeatureStore. The 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.
putRecordAsync in interface AmazonSageMakerFeatureStoreRuntimeAsyncasyncHandler - 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.public void shutdown()
getExecutorService().shutdown() followed by getExecutorService().awaitTermination() prior to
calling this method.shutdown in interface AmazonSageMakerFeatureStoreRuntimeshutdown in class AmazonSageMakerFeatureStoreRuntimeClient