Documentation
¶
Overview ¶
Package sagemakerruntime provides the API client, operations, and parameter types for Amazon SageMaker Runtime.
Amazon SageMaker runtime API.
Index ¶
Constants ¶
const ServiceAPIVersion = "2017-05-13"
const ServiceID = "SageMaker Runtime"
Variables ¶
This section is empty.
Functions ¶
func NewDefaultEndpointResolver ¶
func NewDefaultEndpointResolver() *internalendpoints.Resolver
NewDefaultEndpointResolver constructs a new service endpoint resolver
Types ¶
type Client ¶
type Client struct {
// contains filtered or unexported fields
}
Client provides the API client to make operations call for Amazon SageMaker Runtime.
func New ¶
New returns an initialized Client based on the functional options. Provide additional functional options to further configure the behavior of the client, such as changing the client's endpoint or adding custom middleware behavior.
func NewFromConfig ¶
NewFromConfig returns a new client from the provided config.
func (*Client) InvokeEndpoint ¶
func (c *Client) InvokeEndpoint(ctx context.Context, params *InvokeEndpointInput, optFns ...func(*Options)) (*InvokeEndpointOutput, error)
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 (https://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.
type EndpointResolver ¶
type EndpointResolver interface {
ResolveEndpoint(region string, options ResolverOptions) (aws.Endpoint, error)
}
EndpointResolver interface for resolving service endpoints.
func WithEndpointResolver ¶
func WithEndpointResolver(awsResolver aws.EndpointResolver, fallbackResolver EndpointResolver) EndpointResolver
WithEndpointResolver returns an EndpointResolver that first delegates endpoint resolution to the awsResolver. If awsResolver returns aws.EndpointNotFoundError error, the resolver will use the the provided fallbackResolver for resolution. awsResolver and fallbackResolver must not be nil
type EndpointResolverFunc ¶
type EndpointResolverFunc func(region string, options ResolverOptions) (aws.Endpoint, error)
EndpointResolverFunc is a helper utility that wraps a function so it satisfies the EndpointResolver interface. This is useful when you want to add additional endpoint resolving logic, or stub out specific endpoints with custom values.
func (EndpointResolverFunc) ResolveEndpoint ¶
func (fn EndpointResolverFunc) ResolveEndpoint(region string, options ResolverOptions) (endpoint aws.Endpoint, err error)
type HTTPSignerV4 ¶
type InvokeEndpointInput ¶
type InvokeEndpointInput struct {
// 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.
//
// This member is required.
Body []byte
// The name of the endpoint that you specified when you created the endpoint using
// the CreateEndpoint
// (https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpoint.html) API.
//
// This member is required.
EndpointName *string
// The desired MIME type of the inference in the response.
Accept *string
// The MIME type of the input data in the request body.
ContentType *string
}
type InvokeEndpointOutput ¶
type InvokeEndpointOutput struct {
// Includes the inference provided by the model.
//
// This member is required.
Body []byte
// The MIME type of the inference returned in the response body.
ContentType *string
// Identifies the production variant that was invoked.
InvokedProductionVariant *string
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
}
type Options ¶
type Options struct {
// Set of options to modify how an operation is invoked. These apply to all
// operations invoked for this client. Use functional options on operation call to
// modify this list for per operation behavior.
APIOptions []func(*middleware.Stack) error
// The credentials object to use when signing requests.
Credentials aws.CredentialsProvider
// The endpoint options to be used when attempting to resolve an endpoint.
EndpointOptions ResolverOptions
// The service endpoint resolver.
EndpointResolver EndpointResolver
// Signature Version 4 (SigV4) Signer
HTTPSignerV4 HTTPSignerV4
// The region to send requests to. (Required)
Region string
// Retryer guides how HTTP requests should be retried in case of recoverable
// failures. When nil the API client will use a default retryer.
Retryer retry.Retryer
// The HTTP client to invoke API calls with. Defaults to client's default HTTP
// implementation if nil.
HTTPClient HTTPClient
}
type ResolveEndpoint ¶
type ResolveEndpoint struct {
Resolver EndpointResolver
Options ResolverOptions
}
func (*ResolveEndpoint) HandleSerialize ¶
func (m *ResolveEndpoint) HandleSerialize(ctx context.Context, in middleware.SerializeInput, next middleware.SerializeHandler) ( out middleware.SerializeOutput, metadata middleware.Metadata, err error, )
func (*ResolveEndpoint) ID ¶
func (*ResolveEndpoint) ID() string
type ResolverOptions ¶
type ResolverOptions = internalendpoints.Options
ResolverOptions is the service endpoint resolver options
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