sagemakerruntime

package
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 Go to latest Published: Jan 15, 2018 License: Apache-2.0 Imports: 4 Imported by: 0

Documentation

Overview

Package sagemakerruntime provides the client and types for making API requests to Amazon SageMaker Runtime.

Amazon SageMaker runtime API.

See https://docs.aws.amazon.com/goto/WebAPI/runtime.sagemaker-2017-05-13 for more information on this service.

See sagemakerruntime package documentation for more information. https://docs.aws.amazon.com/sdk-for-go/api/service/sagemakerruntime/

Using the Client

To Amazon SageMaker Runtime with the SDK use the New function to create a new service client. With that client you can make API requests to the service. These clients are safe to use concurrently.

See the SDK's documentation for more information on how to use the SDK. https://docs.aws.amazon.com/sdk-for-go/api/

See aws.Config documentation for more information on configuring SDK clients. https://docs.aws.amazon.com/sdk-for-go/api/aws/#Config

See the Amazon SageMaker Runtime client SageMakerRuntime for more information on creating client for this service. https://docs.aws.amazon.com/sdk-for-go/api/service/sagemakerruntime/#New

Index

Constants

View Source 
const (

	// ErrCodeInternalFailure for service response error code
	// "InternalFailure".
	//
	// Internal failure occurred.
	ErrCodeInternalFailure = "InternalFailure"

	// ErrCodeModelError for service response error code
	// "ModelError".
	//
	// Model (owned by the customer in the container) returned an error 500.
	ErrCodeModelError = "ModelError"

	// ErrCodeServiceUnavailable for service response error code
	// "ServiceUnavailable".
	//
	// Service is unavailable. Try your call again.
	ErrCodeServiceUnavailable = "ServiceUnavailable"

	// ErrCodeValidationError for service response error code
	// "ValidationError".
	//
	// Inspect your request and try again.
	ErrCodeValidationError = "ValidationError"
)
View Source 
const (
	ServiceName = "runtime.sagemaker" // Service endpoint prefix API calls made to.
	EndpointsID = ServiceName         // Service ID for Regions and Endpoints metadata.
)

Service information constants

Variables

This section is empty.

Functions

This section is empty.

Types

type InvokeEndpointInput 

type InvokeEndpointInput struct {

	// The desired MIME type of the inference in the response.
	Accept *string `location:"header" locationName:"Accept" type:"string"`

	// Provides input data, in the format specified in the ContentType request header.
	// Amazon SageMaker passes all of the data in the body to the model.
	//
	// Body is a required field
	Body []byte `type:"blob" required:"true"`

	// The MIME type of the input data in the request body.
	ContentType *string `location:"header" locationName:"Content-Type" type:"string"`

	// The name of the endpoint that you specified when you created the endpoint
	// using the CreateEndpoint (http://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpoint.html)
	// API.
	//
	// EndpointName is a required field
	EndpointName *string `location:"uri" locationName:"EndpointName" type:"string" required:"true"`
	// contains filtered or unexported fields
}

Please also see https://docs.aws.amazon.com/goto/WebAPI/runtime.sagemaker-2017-05-13/InvokeEndpointInput

func (InvokeEndpointInput) GoString 

func (s InvokeEndpointInput) GoString() string

GoString returns the string representation

func (*InvokeEndpointInput) SetAccept 

func (s *InvokeEndpointInput) SetAccept(v string) *InvokeEndpointInput

SetAccept sets the Accept field's value.

func (*InvokeEndpointInput) SetBody 

func (s *InvokeEndpointInput) SetBody(v []byte) *InvokeEndpointInput

SetBody sets the Body field's value.

func (*InvokeEndpointInput) SetContentType 

func (s *InvokeEndpointInput) SetContentType(v string) *InvokeEndpointInput

SetContentType sets the ContentType field's value.

func (*InvokeEndpointInput) SetEndpointName 

func (s *InvokeEndpointInput) SetEndpointName(v string) *InvokeEndpointInput

SetEndpointName sets the EndpointName field's value.

func (InvokeEndpointInput) String 

func (s InvokeEndpointInput) String() string

String returns the string representation

func (*InvokeEndpointInput) Validate 

func (s *InvokeEndpointInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type InvokeEndpointOutput 

type InvokeEndpointOutput struct {

	// Includes the inference provided by the model.
	//
	// Body is a required field
	Body []byte `type:"blob" required:"true"`

	// The MIME type of the inference returned in the response body.
	ContentType *string `location:"header" locationName:"Content-Type" type:"string"`

	// Identifies the production variant that was invoked.
	InvokedProductionVariant *string `location:"header" locationName:"x-Amzn-Invoked-Production-Variant" type:"string"`
	// contains filtered or unexported fields
}

Please also see https://docs.aws.amazon.com/goto/WebAPI/runtime.sagemaker-2017-05-13/InvokeEndpointOutput

func (InvokeEndpointOutput) GoString 

func (s InvokeEndpointOutput) GoString() string

GoString returns the string representation

func (InvokeEndpointOutput) SDKResponseMetadata 

func (s InvokeEndpointOutput) SDKResponseMetadata() aws.Response

SDKResponseMetdata return sthe response metadata for the API.

func (*InvokeEndpointOutput) SetBody 

func (s *InvokeEndpointOutput) SetBody(v []byte) *InvokeEndpointOutput

SetBody sets the Body field's value.

func (*InvokeEndpointOutput) SetContentType 

func (s *InvokeEndpointOutput) SetContentType(v string) *InvokeEndpointOutput

SetContentType sets the ContentType field's value.

func (*InvokeEndpointOutput) SetInvokedProductionVariant 

func (s *InvokeEndpointOutput) SetInvokedProductionVariant(v string) *InvokeEndpointOutput

SetInvokedProductionVariant sets the InvokedProductionVariant field's value.

func (InvokeEndpointOutput) String 

func (s InvokeEndpointOutput) String() string

String returns the string representation

type InvokeEndpointRequest 

type InvokeEndpointRequest struct {
	*aws.Request
	Input *InvokeEndpointInput
}

InvokeEndpointRequest is a API request type for the InvokeEndpoint API operation.

func (InvokeEndpointRequest) Send 

func (r InvokeEndpointRequest) Send() (*InvokeEndpointOutput, error)

Send marshals and sends the InvokeEndpoint API request.

type SageMakerRuntime 

type SageMakerRuntime struct {
	*aws.Client
}

SageMakerRuntime provides the API operation methods for making requests to Amazon SageMaker Runtime. See this package's package overview docs for details on the service.

SageMakerRuntime methods are safe to use concurrently. It is not safe to modify mutate any of the struct's properties though.

func New 

func New(config aws.Config) *SageMakerRuntime

New creates a new instance of the SageMakerRuntime client with a config. If additional configuration is needed for the client instance use the optional aws.Config parameter to add your extra config.

Example: 

// Create a SageMakerRuntime client from just a config.
svc := sagemakerruntime.New(myConfig)

// Create a SageMakerRuntime client with additional configuration
svc := sagemakerruntime.New(myConfig, aws.NewConfig().WithRegion("us-west-2"))

func (*SageMakerRuntime) InvokeEndpointRequest 

func (c *SageMakerRuntime) InvokeEndpointRequest(input *InvokeEndpointInput) InvokeEndpointRequest

InvokeEndpointRequest returns a request value for making API operation for Amazon SageMaker Runtime.

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 (http://docs.aws.amazon.com/sagemaker/latest/dg/how-it-works.html)

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. 

// Example sending a request using the InvokeEndpointRequest method.
req := client.InvokeEndpointRequest(params)
resp, err := req.Send()
if err == nil {
    fmt.Println(resp)
}

Please also see https://docs.aws.amazon.com/goto/WebAPI/runtime.sagemaker-2017-05-13/InvokeEndpoint

Source Files

View all Source files

Directories

Path Synopsis
Package sagemakerruntimeiface provides an interface to enable mocking the Amazon SageMaker Runtime service client for testing your code.
 Package sagemakerruntimeiface provides an interface to enable mocking the Amazon SageMaker Runtime service client for testing your code.

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