software.amazon.awssdk.services.sagemakerfeaturestoreruntime

Interface SageMakerFeatureStoreRuntimeAsyncClient

All Superinterfaces:

AutoCloseable, AwsClient, SdkAutoCloseable, SdkClient

@Generated(value="software.amazon.awssdk:codegen")
 @ThreadSafe
public interface SageMakerFeatureStoreRuntimeAsyncClient
extends AwsClient

Service client for accessing Amazon SageMaker Feature Store Runtime asynchronously. This can be created using the static builder() method.

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

Field Summary

Fields

Modifier and Type	Field and Description
static String	SERVICE_METADATA_ID Value for looking up the service's metadata from the ServiceMetadataProvider.
static String	SERVICE_NAME

Method Summary

Modifier and Type	Method and Description
default CompletableFuture<BatchGetRecordResponse>	batchGetRecord(BatchGetRecordRequest batchGetRecordRequest) Retrieves a batch of Records from a FeatureGroup.
default CompletableFuture<BatchGetRecordResponse>	batchGetRecord(Consumer<BatchGetRecordRequest.Builder> batchGetRecordRequest) Retrieves a batch of Records from a FeatureGroup.
static SageMakerFeatureStoreRuntimeAsyncClientBuilder	builder() Create a builder that can be used to configure and create a SageMakerFeatureStoreRuntimeAsyncClient.
static SageMakerFeatureStoreRuntimeAsyncClient	create() Create a SageMakerFeatureStoreRuntimeAsyncClient with the region loaded from the DefaultAwsRegionProviderChain and credentials loaded from the DefaultCredentialsProvider.
default CompletableFuture<DeleteRecordResponse>	deleteRecord(Consumer<DeleteRecordRequest.Builder> deleteRecordRequest) Deletes a Record from a FeatureGroup in the OnlineStore.
default CompletableFuture<DeleteRecordResponse>	deleteRecord(DeleteRecordRequest deleteRecordRequest) Deletes a Record from a FeatureGroup in the OnlineStore.
default CompletableFuture<GetRecordResponse>	getRecord(Consumer<GetRecordRequest.Builder> getRecordRequest) Use for OnlineStore serving from a FeatureStore.
default CompletableFuture<GetRecordResponse>	getRecord(GetRecordRequest getRecordRequest) Use for OnlineStore serving from a FeatureStore.
default CompletableFuture<PutRecordResponse>	putRecord(Consumer<PutRecordRequest.Builder> putRecordRequest) Used for data ingestion into the FeatureStore.
default CompletableFuture<PutRecordResponse>	putRecord(PutRecordRequest putRecordRequest) Used for data ingestion into the FeatureStore.
default SageMakerFeatureStoreRuntimeServiceClientConfiguration	serviceClientConfiguration()

Methods inherited from interface software.amazon.awssdk.core.SdkClient

serviceName

Methods inherited from interface software.amazon.awssdk.utils.SdkAutoCloseable

close

Field Detail

SERVICE_NAME

static final String SERVICE_NAME

See Also:

Constant Field Values

SERVICE_METADATA_ID

static final String SERVICE_METADATA_ID

Value for looking up the service's metadata from the ServiceMetadataProvider.

See Also:

Constant Field Values

Method Detail

batchGetRecord

default CompletableFuture<BatchGetRecordResponse> batchGetRecord(BatchGetRecordRequest batchGetRecordRequest)

Retrieves a batch of Records from a FeatureGroup.

Parameters:

batchGetRecordRequest -

Returns:

A Java Future containing the result of the BatchGetRecord operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.

• ValidationErrorException There was an error validating your request.
• InternalFailureException An internal failure occurred. Try your request again. If the problem persists, contact Amazon Web Services customer support.
• ServiceUnavailableException The service is currently unavailable.
• AccessForbiddenException You do not have permission to perform an action.
• SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
• SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
• SageMakerFeatureStoreRuntimeException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.

See Also:

AWS API Documentation

batchGetRecord

default CompletableFuture<BatchGetRecordResponse> batchGetRecord(Consumer<BatchGetRecordRequest.Builder> batchGetRecordRequest)

Retrieves a batch of Records from a FeatureGroup.

This is a convenience which creates an instance of the BatchGetRecordRequest.Builder avoiding the need to create one manually via BatchGetRecordRequest.builder()

Parameters:

batchGetRecordRequest - A Consumer that will call methods on BatchGetRecordRequest.Builder to create a request.

Returns:

A Java Future containing the result of the BatchGetRecord operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.

• ValidationErrorException There was an error validating your request.
• InternalFailureException An internal failure occurred. Try your request again. If the problem persists, contact Amazon Web Services customer support.
• ServiceUnavailableException The service is currently unavailable.
• AccessForbiddenException You do not have permission to perform an action.
• SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
• SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
• SageMakerFeatureStoreRuntimeException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.

See Also:

AWS API Documentation

deleteRecord

default CompletableFuture<DeleteRecordResponse> deleteRecord(DeleteRecordRequest deleteRecordRequest)

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 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 SoftDelete, the existing (undeleted) 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.

Parameters:

deleteRecordRequest -

Returns:

A Java Future containing the result of the DeleteRecord operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.

• ValidationErrorException There was an error validating your request.
• InternalFailureException An internal failure occurred. Try your request again. If the problem persists, contact Amazon Web Services customer support.
• ServiceUnavailableException The service is currently unavailable.
• AccessForbiddenException You do not have permission to perform an action.
• SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
• SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
• SageMakerFeatureStoreRuntimeException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.

See Also:

AWS API Documentation

deleteRecord

default CompletableFuture<DeleteRecordResponse> deleteRecord(Consumer<DeleteRecordRequest.Builder> deleteRecordRequest)

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 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 SoftDelete, the existing (undeleted) 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.

This is a convenience which creates an instance of the DeleteRecordRequest.Builder avoiding the need to create one manually via DeleteRecordRequest.builder()

Parameters:

deleteRecordRequest - A Consumer that will call methods on DeleteRecordRequest.Builder to create a request.

Returns:

A Java Future containing the result of the DeleteRecord operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.

• ValidationErrorException There was an error validating your request.
• InternalFailureException An internal failure occurred. Try your request again. If the problem persists, contact Amazon Web Services customer support.
• ServiceUnavailableException The service is currently unavailable.
• AccessForbiddenException You do not have permission to perform an action.
• SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
• SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
• SageMakerFeatureStoreRuntimeException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.

See Also:

AWS API Documentation

getRecord

default CompletableFuture<GetRecordResponse> getRecord(GetRecordRequest getRecordRequest)

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.

Parameters:

getRecordRequest -

Returns:

A Java Future containing the result of the GetRecord operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.

• ValidationErrorException There was an error validating your request.
• ResourceNotFoundException A resource that is required to perform an action was not found.
• InternalFailureException An internal failure occurred. Try your request again. If the problem persists, contact Amazon Web Services customer support.
• ServiceUnavailableException The service is currently unavailable.
• AccessForbiddenException You do not have permission to perform an action.
• SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
• SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
• SageMakerFeatureStoreRuntimeException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.

See Also:

AWS API Documentation

getRecord

default CompletableFuture<GetRecordResponse> getRecord(Consumer<GetRecordRequest.Builder> getRecordRequest)

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.

This is a convenience which creates an instance of the GetRecordRequest.Builder avoiding the need to create one manually via GetRecordRequest.builder()

Parameters:

getRecordRequest - A Consumer that will call methods on GetRecordRequest.Builder to create a request.

Returns:

A Java Future containing the result of the GetRecord operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.

• ValidationErrorException There was an error validating your request.
• ResourceNotFoundException A resource that is required to perform an action was not found.
• InternalFailureException An internal failure occurred. Try your request again. If the problem persists, contact Amazon Web Services customer support.
• ServiceUnavailableException The service is currently unavailable.
• AccessForbiddenException You do not have permission to perform an action.
• SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
• SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
• SageMakerFeatureStoreRuntimeException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.

See Also:

AWS API Documentation

putRecord

default CompletableFuture<PutRecordResponse> putRecord(PutRecordRequest putRecordRequest)

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.

Parameters:

putRecordRequest -

Returns:

A Java Future containing the result of the PutRecord operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.

• ValidationErrorException There was an error validating your request.
• InternalFailureException An internal failure occurred. Try your request again. If the problem persists, contact Amazon Web Services customer support.
• ServiceUnavailableException The service is currently unavailable.
• AccessForbiddenException You do not have permission to perform an action.
• SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
• SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
• SageMakerFeatureStoreRuntimeException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.

See Also:

AWS API Documentation

putRecord

default CompletableFuture<PutRecordResponse> putRecord(Consumer<PutRecordRequest.Builder> putRecordRequest)

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.

This is a convenience which creates an instance of the PutRecordRequest.Builder avoiding the need to create one manually via PutRecordRequest.builder()

Parameters:

putRecordRequest - A Consumer that will call methods on PutRecordRequest.Builder to create a request.

Returns:

A Java Future containing the result of the PutRecord operation returned by the service.
The CompletableFuture returned by this method can be completed exceptionally with the following exceptions.

• ValidationErrorException There was an error validating your request.
• InternalFailureException An internal failure occurred. Try your request again. If the problem persists, contact Amazon Web Services customer support.
• ServiceUnavailableException The service is currently unavailable.
• AccessForbiddenException You do not have permission to perform an action.
• SdkException Base class for all exceptions that can be thrown by the SDK (both service and client). Can be used for catch all scenarios.
• SdkClientException If any client side error occurs such as an IO related failure, failure to get credentials, etc.
• SageMakerFeatureStoreRuntimeException Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.

See Also:

AWS API Documentation

serviceClientConfiguration

default SageMakerFeatureStoreRuntimeServiceClientConfiguration serviceClientConfiguration()

Specified by:

serviceClientConfiguration in interface AwsClient

Specified by:

serviceClientConfiguration in interface SdkClient

create

static SageMakerFeatureStoreRuntimeAsyncClient create()

Create a SageMakerFeatureStoreRuntimeAsyncClient with the region loaded from the DefaultAwsRegionProviderChain and credentials loaded from the DefaultCredentialsProvider.

builder

static SageMakerFeatureStoreRuntimeAsyncClientBuilder builder()

Create a builder that can be used to configure and create a SageMakerFeatureStoreRuntimeAsyncClient.