Interface SageMakerTrainingSessionRuntimeClient

All Superinterfaces:

AutoCloseable, AwsClient, SdkAutoCloseable, SdkClient

@Generated("software.amazon.awssdk:codegen")
@SdkPublicApi
@ThreadSafe
public interface SageMakerTrainingSessionRuntimeClient
extends AwsClient

Service client for accessing SageMaker Training Session Runtime. This can be created using the static builder() method.

Amazon SageMaker Training Session Runtime provides APIs for executing training operations and sampling operations against a running training session. Use these APIs to submit asynchronous training steps (such as forward-backward passes, optimizer steps, and checkpoint saves) and to generate text samples from the model being trained.

Field Summary

Fields

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

Method Summary

Modifier and Type	Method	Description
static SageMakerTrainingSessionRuntimeClientBuilder	builder()	Create a builder that can be used to configure and create a SageMakerTrainingSessionRuntimeClient.
static SageMakerTrainingSessionRuntimeClient	create()	Create a SageMakerTrainingSessionRuntimeClient with the region loaded from the DefaultAwsRegionProviderChain and credentials loaded from the DefaultCredentialsProvider.
default ExecuteSamplingOperationResponse	executeSamplingOperation(Consumer<ExecuteSamplingOperationRequest.Builder> executeSamplingOperationRequest)	Submits an asynchronous sampling operation to generate text or compute log-probabilities from the model associated with the specified training session.
default ExecuteSamplingOperationResponse	executeSamplingOperation(ExecuteSamplingOperationRequest executeSamplingOperationRequest)	Submits an asynchronous sampling operation to generate text or compute log-probabilities from the model associated with the specified training session.
default ExecuteTrainingOperationResponse	executeTrainingOperation(Consumer<ExecuteTrainingOperationRequest.Builder> executeTrainingOperationRequest)	Submits an asynchronous training operation to the specified training session.
default ExecuteTrainingOperationResponse	executeTrainingOperation(ExecuteTrainingOperationRequest executeTrainingOperationRequest)	Submits an asynchronous training operation to the specified training session.
default GetSamplingOperationResultResponse	getSamplingOperationResult(Consumer<GetSamplingOperationResultRequest.Builder> getSamplingOperationResultRequest)	Retrieves the current status and result of a previously submitted sampling operation.
default GetSamplingOperationResultResponse	getSamplingOperationResult(GetSamplingOperationResultRequest getSamplingOperationResultRequest)	Retrieves the current status and result of a previously submitted sampling operation.
default GetTrainingOperationResultResponse	getTrainingOperationResult(Consumer<GetTrainingOperationResultRequest.Builder> getTrainingOperationResultRequest)	Retrieves the current status and result of a previously submitted training operation.
default GetTrainingOperationResultResponse	getTrainingOperationResult(GetTrainingOperationResultRequest getTrainingOperationResultRequest)	Retrieves the current status and result of a previously submitted training operation.
default SampleTrainingSessionResponse	sampleTrainingSession(Consumer<SampleTrainingSessionRequest.Builder> sampleTrainingSessionRequest)	Sends an inference request to the model associated with the specified training session and returns the response synchronously.
default SampleTrainingSessionResponse	sampleTrainingSession(SampleTrainingSessionRequest sampleTrainingSessionRequest)	Sends an inference request to the model associated with the specified training session and returns the response synchronously.
default ResponseInputStream<SampleTrainingSessionWithResponseStreamResponse>	sampleTrainingSessionWithResponseStream(Consumer<SampleTrainingSessionWithResponseStreamRequest.Builder> sampleTrainingSessionWithResponseStreamRequest)	Streams inference responses from the model associated with the specified training session.
default SampleTrainingSessionWithResponseStreamResponse	sampleTrainingSessionWithResponseStream(Consumer<SampleTrainingSessionWithResponseStreamRequest.Builder> sampleTrainingSessionWithResponseStreamRequest, Path destinationPath)	Streams inference responses from the model associated with the specified training session.
default <ReturnT> ReturnT	sampleTrainingSessionWithResponseStream(Consumer<SampleTrainingSessionWithResponseStreamRequest.Builder> sampleTrainingSessionWithResponseStreamRequest, ResponseTransformer<SampleTrainingSessionWithResponseStreamResponse,ReturnT> responseTransformer)	Streams inference responses from the model associated with the specified training session.
default ResponseInputStream<SampleTrainingSessionWithResponseStreamResponse>	sampleTrainingSessionWithResponseStream(SampleTrainingSessionWithResponseStreamRequest sampleTrainingSessionWithResponseStreamRequest)	Streams inference responses from the model associated with the specified training session.
default SampleTrainingSessionWithResponseStreamResponse	sampleTrainingSessionWithResponseStream(SampleTrainingSessionWithResponseStreamRequest sampleTrainingSessionWithResponseStreamRequest, Path destinationPath)	Streams inference responses from the model associated with the specified training session.
default <ReturnT> ReturnT	sampleTrainingSessionWithResponseStream(SampleTrainingSessionWithResponseStreamRequest sampleTrainingSessionWithResponseStreamRequest, ResponseTransformer<SampleTrainingSessionWithResponseStreamResponse,ReturnT> responseTransformer)	Streams inference responses from the model associated with the specified training session.
default ResponseBytes<SampleTrainingSessionWithResponseStreamResponse>	sampleTrainingSessionWithResponseStreamAsBytes(Consumer<SampleTrainingSessionWithResponseStreamRequest.Builder> sampleTrainingSessionWithResponseStreamRequest)	Streams inference responses from the model associated with the specified training session.
default ResponseBytes<SampleTrainingSessionWithResponseStreamResponse>	sampleTrainingSessionWithResponseStreamAsBytes(SampleTrainingSessionWithResponseStreamRequest sampleTrainingSessionWithResponseStreamRequest)	Streams inference responses from the model associated with the specified training session.
default SageMakerTrainingSessionRuntimeServiceClientConfiguration	serviceClientConfiguration()	The SDK service client configuration exposes client settings to the user, e.g., ClientOverrideConfiguration
static ServiceMetadata	serviceMetadata()

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

close

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

serviceName

Field Details

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 Details

executeSamplingOperation

default ExecuteSamplingOperationResponse executeSamplingOperation(ExecuteSamplingOperationRequest executeSamplingOperationRequest)
                                                           throws ConflictException,
ResourceNotFoundException,
ThrottlingException,
InternalServerException,
ValidationException,
AwsServiceException,
SdkClientException,
SageMakerTrainingSessionRuntimeException

Submits an asynchronous sampling operation to generate text or compute log-probabilities from the model associated with the specified training session. The session must be in Running or Blocked state. Use GetSamplingOperationResult to poll for the result.

Parameters:

executeSamplingOperationRequest -

Returns:

Result of the ExecuteSamplingOperation operation returned by the service.

See Also:

• AWS API Documentation

executeSamplingOperation

default ExecuteSamplingOperationResponse executeSamplingOperation(Consumer<ExecuteSamplingOperationRequest.Builder> executeSamplingOperationRequest)
                                                           throws ConflictException,
ResourceNotFoundException,
ThrottlingException,
InternalServerException,
ValidationException,
AwsServiceException,
SdkClientException,
SageMakerTrainingSessionRuntimeException

Submits an asynchronous sampling operation to generate text or compute log-probabilities from the model associated with the specified training session. The session must be in Running or Blocked state. Use GetSamplingOperationResult to poll for the result.

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

Parameters:

executeSamplingOperationRequest - A Consumer that will call methods on ExecuteSamplingOperationRequest.Builder to create a request.

Returns:

Result of the ExecuteSamplingOperation operation returned by the service.

See Also:

• AWS API Documentation

executeTrainingOperation

default ExecuteTrainingOperationResponse executeTrainingOperation(ExecuteTrainingOperationRequest executeTrainingOperationRequest)
                                                           throws ConflictException,
ThrottlingException,
ResourceNotFoundException,
InternalServerException,
ValidationException,
AwsServiceException,
SdkClientException,
SageMakerTrainingSessionRuntimeException

Submits an asynchronous training operation to the specified training session. The service executes operations in sequence number order. The session must be in Running or Blocked state. Use GetTrainingOperationResult to poll for the result. Supported operation types: forward, forwardBackward, optimizerStep, saveWeights, saveState, and loadState.

Parameters:

executeTrainingOperationRequest -

Returns:

Result of the ExecuteTrainingOperation operation returned by the service.

See Also:

• AWS API Documentation

executeTrainingOperation

default ExecuteTrainingOperationResponse executeTrainingOperation(Consumer<ExecuteTrainingOperationRequest.Builder> executeTrainingOperationRequest)
                                                           throws ConflictException,
ThrottlingException,
ResourceNotFoundException,
InternalServerException,
ValidationException,
AwsServiceException,
SdkClientException,
SageMakerTrainingSessionRuntimeException

Submits an asynchronous training operation to the specified training session. The service executes operations in sequence number order. The session must be in Running or Blocked state. Use GetTrainingOperationResult to poll for the result. Supported operation types: forward, forwardBackward, optimizerStep, saveWeights, saveState, and loadState.

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

Parameters:

executeTrainingOperationRequest - A Consumer that will call methods on ExecuteTrainingOperationRequest.Builder to create a request.

Returns:

Result of the ExecuteTrainingOperation operation returned by the service.

See Also:

• AWS API Documentation

getSamplingOperationResult

default GetSamplingOperationResultResponse getSamplingOperationResult(GetSamplingOperationResultRequest getSamplingOperationResultRequest)
                                                               throws ResourceNotFoundException,
ThrottlingException,
InternalServerException,
ValidationException,
AwsServiceException,
SdkClientException,
SageMakerTrainingSessionRuntimeException

Retrieves the current status and result of a previously submitted sampling operation. Poll this operation until the status reaches a terminal state (Completed or Failed).

Parameters:

getSamplingOperationResultRequest -

Returns:

Result of the GetSamplingOperationResult operation returned by the service.

See Also:

• AWS API Documentation

getSamplingOperationResult

default GetSamplingOperationResultResponse getSamplingOperationResult(Consumer<GetSamplingOperationResultRequest.Builder> getSamplingOperationResultRequest)
                                                               throws ResourceNotFoundException,
ThrottlingException,
InternalServerException,
ValidationException,
AwsServiceException,
SdkClientException,
SageMakerTrainingSessionRuntimeException

Retrieves the current status and result of a previously submitted sampling operation. Poll this operation until the status reaches a terminal state (Completed or Failed).

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

Parameters:

getSamplingOperationResultRequest - A Consumer that will call methods on GetSamplingOperationResultRequest.Builder to create a request.

Returns:

Result of the GetSamplingOperationResult operation returned by the service.

See Also:

• AWS API Documentation

getTrainingOperationResult

default GetTrainingOperationResultResponse getTrainingOperationResult(GetTrainingOperationResultRequest getTrainingOperationResultRequest)
                                                               throws ResourceNotFoundException,
ThrottlingException,
InternalServerException,
ValidationException,
AwsServiceException,
SdkClientException,
SageMakerTrainingSessionRuntimeException

Retrieves the current status and result of a previously submitted training operation. Poll this operation until the status reaches a terminal state (Completed, Failed, or Skipped).

Parameters:

getTrainingOperationResultRequest -

Returns:

Result of the GetTrainingOperationResult operation returned by the service.

See Also:

• AWS API Documentation

getTrainingOperationResult

default GetTrainingOperationResultResponse getTrainingOperationResult(Consumer<GetTrainingOperationResultRequest.Builder> getTrainingOperationResultRequest)
                                                               throws ResourceNotFoundException,
ThrottlingException,
InternalServerException,
ValidationException,
AwsServiceException,
SdkClientException,
SageMakerTrainingSessionRuntimeException

Retrieves the current status and result of a previously submitted training operation. Poll this operation until the status reaches a terminal state (Completed, Failed, or Skipped).

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

Parameters:

getTrainingOperationResultRequest - A Consumer that will call methods on GetTrainingOperationResultRequest.Builder to create a request.

Returns:

Result of the GetTrainingOperationResult operation returned by the service.

See Also:

• AWS API Documentation

sampleTrainingSession

default SampleTrainingSessionResponse sampleTrainingSession(SampleTrainingSessionRequest sampleTrainingSessionRequest)
                                                     throws ConflictException,
ResourceNotFoundException,
ThrottlingException,
InternalServerException,
ValidationException,
AwsServiceException,
SdkClientException,
SageMakerTrainingSessionRuntimeException

Sends an inference request to the model associated with the specified training session and returns the response synchronously. The service passes the request and response bodies to and from the model without modification.

Parameters:

sampleTrainingSessionRequest -

Returns:

Result of the SampleTrainingSession operation returned by the service.

See Also:

• AWS API Documentation

sampleTrainingSession

default SampleTrainingSessionResponse sampleTrainingSession(Consumer<SampleTrainingSessionRequest.Builder> sampleTrainingSessionRequest)
                                                     throws ConflictException,
ResourceNotFoundException,
ThrottlingException,
InternalServerException,
ValidationException,
AwsServiceException,
SdkClientException,
SageMakerTrainingSessionRuntimeException

Sends an inference request to the model associated with the specified training session and returns the response synchronously. The service passes the request and response bodies to and from the model without modification.

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

Parameters:

sampleTrainingSessionRequest - A Consumer that will call methods on SampleTrainingSessionRequest.Builder to create a request.

Returns:

Result of the SampleTrainingSession operation returned by the service.

See Also:

• AWS API Documentation

sampleTrainingSessionWithResponseStream

default <ReturnT> ReturnT sampleTrainingSessionWithResponseStream(SampleTrainingSessionWithResponseStreamRequest sampleTrainingSessionWithResponseStreamRequest,
 ResponseTransformer<SampleTrainingSessionWithResponseStreamResponse,ReturnT> responseTransformer)
                                                           throws ConflictException,
ResourceNotFoundException,
ThrottlingException,
InternalServerException,
ValidationException,
AwsServiceException,
SdkClientException,
SageMakerTrainingSessionRuntimeException

Streams inference responses from the model associated with the specified training session. Use this operation for real-time token-by-token generation. The service passes the request body to the model without modification.

Parameters:

sampleTrainingSessionWithResponseStreamRequest -

responseTransformer - Functional interface for processing the streamed response content. The unmarshalled SampleTrainingSessionWithResponseStreamResponse and an InputStream to the response content are provided as parameters to the callback. The callback may return a transformed type which will be the return value of this method. See ResponseTransformer for details on implementing this interface and for links to pre-canned implementations for common scenarios like downloading to a file. The service documentation for the response content is as follows '

The streaming inference response from the model, delivered as a series of chunks.

'.

Returns:

The transformed result of the ResponseTransformer.

See Also:

• AWS API Documentation

sampleTrainingSessionWithResponseStream

default <ReturnT> ReturnT sampleTrainingSessionWithResponseStream(Consumer<SampleTrainingSessionWithResponseStreamRequest.Builder> sampleTrainingSessionWithResponseStreamRequest,
 ResponseTransformer<SampleTrainingSessionWithResponseStreamResponse,ReturnT> responseTransformer)
                                                           throws ConflictException,
ResourceNotFoundException,
ThrottlingException,
InternalServerException,
ValidationException,
AwsServiceException,
SdkClientException,
SageMakerTrainingSessionRuntimeException

Streams inference responses from the model associated with the specified training session. Use this operation for real-time token-by-token generation. The service passes the request body to the model without modification.

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

Parameters:

sampleTrainingSessionWithResponseStreamRequest - A Consumer that will call methods on SampleTrainingSessionWithResponseStreamRequest.Builder to create a request.

responseTransformer - Functional interface for processing the streamed response content. The unmarshalled SampleTrainingSessionWithResponseStreamResponse and an InputStream to the response content are provided as parameters to the callback. The callback may return a transformed type which will be the return value of this method. See ResponseTransformer for details on implementing this interface and for links to pre-canned implementations for common scenarios like downloading to a file. The service documentation for the response content is as follows '

The streaming inference response from the model, delivered as a series of chunks.

'.

Returns:

The transformed result of the ResponseTransformer.

See Also:

• AWS API Documentation

sampleTrainingSessionWithResponseStream

default SampleTrainingSessionWithResponseStreamResponse sampleTrainingSessionWithResponseStream(SampleTrainingSessionWithResponseStreamRequest sampleTrainingSessionWithResponseStreamRequest,
 Path destinationPath)
                                                                                         throws ConflictException,
ResourceNotFoundException,
ThrottlingException,
InternalServerException,
ValidationException,
AwsServiceException,
SdkClientException,
SageMakerTrainingSessionRuntimeException

Streams inference responses from the model associated with the specified training session. Use this operation for real-time token-by-token generation. The service passes the request body to the model without modification.

Parameters:

sampleTrainingSessionWithResponseStreamRequest -

destinationPath - Path to file that response contents will be written to. The file must not exist or this method will throw an exception. If the file is not writable by the current user then an exception will be thrown. The service documentation for the response content is as follows '

The streaming inference response from the model, delivered as a series of chunks.

'.

Returns:

The transformed result of the ResponseTransformer.

See Also:

• sampleTrainingSessionWithResponseStream(SampleTrainingSessionWithResponseStreamRequest, ResponseTransformer)
• AWS API Documentation

sampleTrainingSessionWithResponseStream

default SampleTrainingSessionWithResponseStreamResponse sampleTrainingSessionWithResponseStream(Consumer<SampleTrainingSessionWithResponseStreamRequest.Builder> sampleTrainingSessionWithResponseStreamRequest,
 Path destinationPath)
                                                                                         throws ConflictException,
ResourceNotFoundException,
ThrottlingException,
InternalServerException,
ValidationException,
AwsServiceException,
SdkClientException,
SageMakerTrainingSessionRuntimeException

Streams inference responses from the model associated with the specified training session. Use this operation for real-time token-by-token generation. The service passes the request body to the model without modification.

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

Parameters:

sampleTrainingSessionWithResponseStreamRequest - A Consumer that will call methods on SampleTrainingSessionWithResponseStreamRequest.Builder to create a request.

destinationPath - Path to file that response contents will be written to. The file must not exist or this method will throw an exception. If the file is not writable by the current user then an exception will be thrown. The service documentation for the response content is as follows '

The streaming inference response from the model, delivered as a series of chunks.

'.

Returns:

The transformed result of the ResponseTransformer.

See Also:

• sampleTrainingSessionWithResponseStream(SampleTrainingSessionWithResponseStreamRequest, ResponseTransformer)
• AWS API Documentation

sampleTrainingSessionWithResponseStream

default ResponseInputStream<SampleTrainingSessionWithResponseStreamResponse> sampleTrainingSessionWithResponseStream(SampleTrainingSessionWithResponseStreamRequest sampleTrainingSessionWithResponseStreamRequest)
                                                                                                              throws ConflictException,
ResourceNotFoundException,
ThrottlingException,
InternalServerException,
ValidationException,
AwsServiceException,
SdkClientException,
SageMakerTrainingSessionRuntimeException

Streams inference responses from the model associated with the specified training session. Use this operation for real-time token-by-token generation. The service passes the request body to the model without modification.

Parameters:

sampleTrainingSessionWithResponseStreamRequest -

Returns:

A ResponseInputStream containing data streamed from service. Note that this is an unmanaged reference to the underlying HTTP connection so great care must be taken to ensure all data if fully read from the input stream and that it is properly closed. Failure to do so may result in sub-optimal behavior and exhausting connections in the connection pool. The unmarshalled response object can be obtained via ResponseInputStream.response(). The service documentation for the response content is as follows '

The streaming inference response from the model, delivered as a series of chunks.

'.

See Also:

• invalid reference

  #getObject(sampleTrainingSessionWithResponseStream, ResponseTransformer)

• AWS API Documentation

sampleTrainingSessionWithResponseStream

default ResponseInputStream<SampleTrainingSessionWithResponseStreamResponse> sampleTrainingSessionWithResponseStream(Consumer<SampleTrainingSessionWithResponseStreamRequest.Builder> sampleTrainingSessionWithResponseStreamRequest)
                                                                                                              throws ConflictException,
ResourceNotFoundException,
ThrottlingException,
InternalServerException,
ValidationException,
AwsServiceException,
SdkClientException,
SageMakerTrainingSessionRuntimeException

Streams inference responses from the model associated with the specified training session. Use this operation for real-time token-by-token generation. The service passes the request body to the model without modification.

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

Parameters:

sampleTrainingSessionWithResponseStreamRequest - A Consumer that will call methods on SampleTrainingSessionWithResponseStreamRequest.Builder to create a request.

Returns:

A ResponseInputStream containing data streamed from service. Note that this is an unmanaged reference to the underlying HTTP connection so great care must be taken to ensure all data if fully read from the input stream and that it is properly closed. Failure to do so may result in sub-optimal behavior and exhausting connections in the connection pool. The unmarshalled response object can be obtained via ResponseInputStream.response(). The service documentation for the response content is as follows '

The streaming inference response from the model, delivered as a series of chunks.

'.

See Also:

• invalid reference

  #getObject(sampleTrainingSessionWithResponseStream, ResponseTransformer)

• AWS API Documentation

sampleTrainingSessionWithResponseStreamAsBytes

default ResponseBytes<SampleTrainingSessionWithResponseStreamResponse> sampleTrainingSessionWithResponseStreamAsBytes(SampleTrainingSessionWithResponseStreamRequest sampleTrainingSessionWithResponseStreamRequest)
                                                                                                               throws ConflictException,
ResourceNotFoundException,
ThrottlingException,
InternalServerException,
ValidationException,
AwsServiceException,
SdkClientException,
SageMakerTrainingSessionRuntimeException

Streams inference responses from the model associated with the specified training session. Use this operation for real-time token-by-token generation. The service passes the request body to the model without modification.

Parameters:

sampleTrainingSessionWithResponseStreamRequest -

Returns:

A ResponseBytes that loads the data streamed from the service into memory and exposes it in convenient in-memory representations like a byte buffer or string. The unmarshalled response object can be obtained via ResponseBytes.response(). The service documentation for the response content is as follows '

The streaming inference response from the model, delivered as a series of chunks.

'.

See Also:

• invalid reference

  #getObject(sampleTrainingSessionWithResponseStream, ResponseTransformer)

• AWS API Documentation

sampleTrainingSessionWithResponseStreamAsBytes

default ResponseBytes<SampleTrainingSessionWithResponseStreamResponse> sampleTrainingSessionWithResponseStreamAsBytes(Consumer<SampleTrainingSessionWithResponseStreamRequest.Builder> sampleTrainingSessionWithResponseStreamRequest)
                                                                                                               throws ConflictException,
ResourceNotFoundException,
ThrottlingException,
InternalServerException,
ValidationException,
AwsServiceException,
SdkClientException,
SageMakerTrainingSessionRuntimeException

Streams inference responses from the model associated with the specified training session. Use this operation for real-time token-by-token generation. The service passes the request body to the model without modification.

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

Parameters:

sampleTrainingSessionWithResponseStreamRequest - A Consumer that will call methods on SampleTrainingSessionWithResponseStreamRequest.Builder to create a request.

Returns:

A ResponseBytes that loads the data streamed from the service into memory and exposes it in convenient in-memory representations like a byte buffer or string. The unmarshalled response object can be obtained via ResponseBytes.response(). The service documentation for the response content is as follows '

The streaming inference response from the model, delivered as a series of chunks.

'.

See Also:

• invalid reference

  #getObject(sampleTrainingSessionWithResponseStream, ResponseTransformer)

• AWS API Documentation

create

static SageMakerTrainingSessionRuntimeClient create()

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

builder

static SageMakerTrainingSessionRuntimeClientBuilder builder()

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

serviceMetadata

static ServiceMetadata serviceMetadata()

serviceClientConfiguration

default SageMakerTrainingSessionRuntimeServiceClientConfiguration serviceClientConfiguration()

Description copied from interface: SdkClient

The SDK service client configuration exposes client settings to the user, e.g., ClientOverrideConfiguration

Specified by:

serviceClientConfiguration in interface AwsClient

Specified by:

serviceClientConfiguration in interface SdkClient

Returns:

SdkServiceClientConfiguration