software.amazon.awssdk.services.sagemakerruntime

Interface SageMakerRuntimeClient

All Superinterfaces:

AutoCloseable, AwsClient, SdkAutoCloseable, SdkClient

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

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

The Amazon SageMaker runtime API.

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
static SageMakerRuntimeClientBuilder	builder() Create a builder that can be used to configure and create a SageMakerRuntimeClient.
static SageMakerRuntimeClient	create() Create a SageMakerRuntimeClient with the region loaded from the DefaultAwsRegionProviderChain and credentials loaded from the DefaultCredentialsProvider.
default InvokeEndpointResponse	invokeEndpoint(Consumer<InvokeEndpointRequest.Builder> invokeEndpointRequest) After you deploy a model into production using Amazon SageMaker hosting services, your client applications use this API to get inferences from the model hosted at the specified endpoint.
default InvokeEndpointResponse	invokeEndpoint(InvokeEndpointRequest invokeEndpointRequest) After you deploy a model into production using Amazon SageMaker hosting services, your client applications use this API to get inferences from the model hosted at the specified endpoint.
default InvokeEndpointAsyncResponse	invokeEndpointAsync(Consumer<InvokeEndpointAsyncRequest.Builder> invokeEndpointAsyncRequest) After you deploy a model into production using Amazon SageMaker hosting services, your client applications use this API to get inferences from the model hosted at the specified endpoint in an asynchronous manner.
default InvokeEndpointAsyncResponse	invokeEndpointAsync(InvokeEndpointAsyncRequest invokeEndpointAsyncRequest) After you deploy a model into production using Amazon SageMaker hosting services, your client applications use this API to get inferences from the model hosted at the specified endpoint in an asynchronous manner.
default SageMakerRuntimeServiceClientConfiguration	serviceClientConfiguration()
static ServiceMetadata	serviceMetadata()

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

invokeEndpoint

default InvokeEndpointResponse invokeEndpoint(InvokeEndpointRequest invokeEndpointRequest)
                                       throws InternalFailureException,
                                              ServiceUnavailableException,
                                              ValidationErrorException,
                                              ModelErrorException,
                                              InternalDependencyException,
                                              ModelNotReadyException,
                                              AwsServiceException,
                                              SdkClientException,
                                              SageMakerRuntimeException

After you deploy a model into production using Amazon SageMaker hosting services, your client applications use this API to get inferences from the model hosted at the specified endpoint.

For an overview of Amazon SageMaker, see How It Works.

Amazon SageMaker strips all POST headers except those supported by the API. Amazon SageMaker might add additional headers. You should not rely on the behavior of headers outside those enumerated in the request syntax.

Calls to InvokeEndpoint are authenticated by using Amazon Web Services Signature Version 4. For information, see Authenticating Requests (Amazon Web Services Signature Version 4) in the Amazon S3 API Reference.

A customer's model containers must respond to requests within 60 seconds. The model itself can have a maximum processing time of 60 seconds before responding to invocations. If your model is going to take 50-60 seconds of processing time, the SDK socket timeout should be set to be 70 seconds.

Endpoints are scoped to an individual account, and are not public. The URL does not contain the account ID, but Amazon SageMaker determines the account ID from the authentication token that is supplied by the caller.

Parameters:

invokeEndpointRequest -

Returns:

Result of the InvokeEndpoint operation returned by the service.

Throws:

InternalFailureException - An internal failure occurred.

ServiceUnavailableException - The service is unavailable. Try your call again.

ValidationErrorException - Inspect your request and try again.

ModelErrorException - Model (owned by the customer in the container) returned 4xx or 5xx error code.

InternalDependencyException - Your request caused an exception with an internal dependency. Contact customer support.

ModelNotReadyException - Either a serverless endpoint variant's resources are still being provisioned, or a multi-model endpoint is still downloading or loading the target model. Wait and try your request again.

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.

SageMakerRuntimeException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.

AwsServiceException

See Also:

AWS API Documentation

invokeEndpoint

default InvokeEndpointResponse invokeEndpoint(Consumer<InvokeEndpointRequest.Builder> invokeEndpointRequest)
                                       throws InternalFailureException,
                                              ServiceUnavailableException,
                                              ValidationErrorException,
                                              ModelErrorException,
                                              InternalDependencyException,
                                              ModelNotReadyException,
                                              AwsServiceException,
                                              SdkClientException,
                                              SageMakerRuntimeException

After you deploy a model into production using Amazon SageMaker hosting services, your client applications use this API to get inferences from the model hosted at the specified endpoint.

For an overview of Amazon SageMaker, see How It Works.

Amazon SageMaker strips all POST headers except those supported by the API. Amazon SageMaker might add additional headers. You should not rely on the behavior of headers outside those enumerated in the request syntax.

Calls to InvokeEndpoint are authenticated by using Amazon Web Services Signature Version 4. For information, see Authenticating Requests (Amazon Web Services Signature Version 4) in the Amazon S3 API Reference.

A customer's model containers must respond to requests within 60 seconds. The model itself can have a maximum processing time of 60 seconds before responding to invocations. If your model is going to take 50-60 seconds of processing time, the SDK socket timeout should be set to be 70 seconds.

Endpoints are scoped to an individual account, and are not public. The URL does not contain the account ID, but Amazon SageMaker determines the account ID from the authentication token that is supplied by the caller.

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

Parameters:

invokeEndpointRequest - A Consumer that will call methods on InvokeEndpointInput.Builder to create a request.

Returns:

Result of the InvokeEndpoint operation returned by the service.

Throws:

InternalFailureException - An internal failure occurred.

ServiceUnavailableException - The service is unavailable. Try your call again.

ValidationErrorException - Inspect your request and try again.

ModelErrorException - Model (owned by the customer in the container) returned 4xx or 5xx error code.

InternalDependencyException - Your request caused an exception with an internal dependency. Contact customer support.

ModelNotReadyException - Either a serverless endpoint variant's resources are still being provisioned, or a multi-model endpoint is still downloading or loading the target model. Wait and try your request again.

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.

SageMakerRuntimeException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.

AwsServiceException

See Also:

AWS API Documentation

invokeEndpointAsync

default InvokeEndpointAsyncResponse invokeEndpointAsync(InvokeEndpointAsyncRequest invokeEndpointAsyncRequest)
                                                 throws InternalFailureException,
                                                        ServiceUnavailableException,
                                                        ValidationErrorException,
                                                        AwsServiceException,
                                                        SdkClientException,
                                                        SageMakerRuntimeException

After you deploy a model into production using Amazon SageMaker hosting services, your client applications use this API to get inferences from the model hosted at the specified endpoint in an asynchronous manner.

Inference requests sent to this API are enqueued for asynchronous processing. The processing of the inference request may or may not complete before you receive a response from this API. The response from this API will not contain the result of the inference request but contain information about where you can locate it.

Amazon SageMaker strips all POST headers except those supported by the API. Amazon SageMaker might add additional headers. You should not rely on the behavior of headers outside those enumerated in the request syntax.

Calls to InvokeEndpointAsync are authenticated by using Amazon Web Services Signature Version 4. For information, see Authenticating Requests (Amazon Web Services Signature Version 4) in the Amazon S3 API Reference.

Parameters:

invokeEndpointAsyncRequest -

Returns:

Result of the InvokeEndpointAsync operation returned by the service.

Throws:

InternalFailureException - An internal failure occurred.

ServiceUnavailableException - The service is unavailable. Try your call again.

ValidationErrorException - Inspect your request and try again.

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.

SageMakerRuntimeException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.

AwsServiceException

See Also:

AWS API Documentation

invokeEndpointAsync

default InvokeEndpointAsyncResponse invokeEndpointAsync(Consumer<InvokeEndpointAsyncRequest.Builder> invokeEndpointAsyncRequest)
                                                 throws InternalFailureException,
                                                        ServiceUnavailableException,
                                                        ValidationErrorException,
                                                        AwsServiceException,
                                                        SdkClientException,
                                                        SageMakerRuntimeException

After you deploy a model into production using Amazon SageMaker hosting services, your client applications use this API to get inferences from the model hosted at the specified endpoint in an asynchronous manner.

Inference requests sent to this API are enqueued for asynchronous processing. The processing of the inference request may or may not complete before you receive a response from this API. The response from this API will not contain the result of the inference request but contain information about where you can locate it.

Amazon SageMaker strips all POST headers except those supported by the API. Amazon SageMaker might add additional headers. You should not rely on the behavior of headers outside those enumerated in the request syntax.

Calls to InvokeEndpointAsync are authenticated by using Amazon Web Services Signature Version 4. For information, see Authenticating Requests (Amazon Web Services Signature Version 4) in the Amazon S3 API Reference.

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

Parameters:

invokeEndpointAsyncRequest - A Consumer that will call methods on InvokeEndpointAsyncInput.Builder to create a request.

Returns:

Result of the InvokeEndpointAsync operation returned by the service.

Throws:

InternalFailureException - An internal failure occurred.

ServiceUnavailableException - The service is unavailable. Try your call again.

ValidationErrorException - Inspect your request and try again.

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.

SageMakerRuntimeException - Base class for all service exceptions. Unknown exceptions will be thrown as an instance of this type.

AwsServiceException

See Also:

AWS API Documentation

create

static SageMakerRuntimeClient create()

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

builder

static SageMakerRuntimeClientBuilder builder()

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

serviceMetadata

static ServiceMetadata serviceMetadata()

serviceClientConfiguration

default SageMakerRuntimeServiceClientConfiguration serviceClientConfiguration()

Specified by:

serviceClientConfiguration in interface AwsClient

Specified by:

serviceClientConfiguration in interface SdkClient