NAME

Paws::SageMakerRuntime - Perl Interface to AWS Amazon SageMaker Runtime

SYNOPSIS

  use Paws;

  my $obj = Paws->service('SageMakerRuntime');
  my $res = $obj->Method(
    Arg1 => $val1,
    Arg2 => [ 'V1', 'V2' ],
    # if Arg3 is an object, the HashRef will be used as arguments to the constructor
    # of the arguments type
    Arg3 => { Att1 => 'Val1' },
    # if Arg4 is an array of objects, the HashRefs will be passed as arguments to
    # the constructor of the arguments type
    Arg4 => [ { Att1 => 'Val1'  }, { Att1 => 'Val2' } ],
  );

DESCRIPTION

The Amazon SageMaker runtime API.

For the AWS API documentation, see https://docs.aws.amazon.com/goto/WebAPI/runtime.sagemaker-2017-05-13

METHODS

InvokeEndpoint

Body => Str

EndpointName => Str

[Accept => Str]

[ContentType => Str]

[CustomAttributes => Str]

[InferenceId => Str]

[TargetContainerHostname => Str]

[TargetModel => Str]

[TargetVariant => Str]

Each argument is described in detail in: Paws::SageMakerRuntime::InvokeEndpoint

Returns: a Paws::SageMakerRuntime::InvokeEndpointOutput instance

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.

Calls to InvokeEndpoint are authenticated by using AWS Signature Version 4. For information, see Authenticating Requests (AWS Signature Version 4) (https://docs.aws.amazon.com/AmazonS3/latest/API/sig-v4-authenticating-requests.html) 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.

PAGINATORS

Paginator methods are helpers that repetively call methods that return partial results

SEE ALSO

This service class forms part of Paws

BUGS and CONTRIBUTIONS

The source code is located here: https://github.com/pplu/aws-sdk-perl

Please report bugs to: https://github.com/pplu/aws-sdk-perl/issues