NAME

Paws::SageMaker::CreateEndpointConfig - Arguments for method CreateEndpointConfig on Paws::SageMaker

DESCRIPTION

This class represents the parameters used for calling the method CreateEndpointConfig on the Amazon SageMaker Service service. Use the attributes of this class as arguments to method CreateEndpointConfig.

You shouldn't make instances of this class. Each attribute should be used as a named argument in the call to CreateEndpointConfig.

SYNOPSIS

    my $api.sagemaker = Paws->service('SageMaker');
    my $CreateEndpointConfigOutput = $api . sagemaker->CreateEndpointConfig(
      EndpointConfigName => 'MyEndpointConfigName',
      ProductionVariants => [
        {
          InitialInstanceCount => 1,               # min: 1
          InstanceType         => 'ml.t2.medium'
          , # values: ml.t2.medium, ml.t2.large, ml.t2.xlarge, ml.t2.2xlarge, ml.m4.xlarge, ml.m4.2xlarge, ml.m4.4xlarge, ml.m4.10xlarge, ml.m4.16xlarge, ml.m5.large, ml.m5.xlarge, ml.m5.2xlarge, ml.m5.4xlarge, ml.m5.12xlarge, ml.m5.24xlarge, ml.m5d.large, ml.m5d.xlarge, ml.m5d.2xlarge, ml.m5d.4xlarge, ml.m5d.12xlarge, ml.m5d.24xlarge, ml.c4.large, ml.c4.xlarge, ml.c4.2xlarge, ml.c4.4xlarge, ml.c4.8xlarge, ml.p2.xlarge, ml.p2.8xlarge, ml.p2.16xlarge, ml.p3.2xlarge, ml.p3.8xlarge, ml.p3.16xlarge, ml.c5.large, ml.c5.xlarge, ml.c5.2xlarge, ml.c5.4xlarge, ml.c5.9xlarge, ml.c5.18xlarge, ml.c5d.large, ml.c5d.xlarge, ml.c5d.2xlarge, ml.c5d.4xlarge, ml.c5d.9xlarge, ml.c5d.18xlarge, ml.g4dn.xlarge, ml.g4dn.2xlarge, ml.g4dn.4xlarge, ml.g4dn.8xlarge, ml.g4dn.12xlarge, ml.g4dn.16xlarge, ml.r5.large, ml.r5.xlarge, ml.r5.2xlarge, ml.r5.4xlarge, ml.r5.12xlarge, ml.r5.24xlarge, ml.r5d.large, ml.r5d.xlarge, ml.r5d.2xlarge, ml.r5d.4xlarge, ml.r5d.12xlarge, ml.r5d.24xlarge, ml.inf1.xlarge, ml.inf1.2xlarge, ml.inf1.6xlarge, ml.inf1.24xlarge
          ModelName       => 'MyModelName',      # max: 63
          VariantName     => 'MyVariantName',    # max: 63
          AcceleratorType => 'ml.eia1.medium'
          , # values: ml.eia1.medium, ml.eia1.large, ml.eia1.xlarge, ml.eia2.medium, ml.eia2.large, ml.eia2.xlarge; OPTIONAL
          CoreDumpConfig => {
            DestinationS3Uri => 'MyDestinationS3Uri',    # max: 512
            KmsKeyId         => 'MyKmsKeyId',            # max: 2048; OPTIONAL
          },    # OPTIONAL
          InitialVariantWeight => 1.0,    # OPTIONAL
        },
        ...
      ],
      DataCaptureConfig => {
        CaptureOptions => [
          {
            CaptureMode => 'Input',    # values: Input, Output
          },
          ...
        ],    # min: 1, max: 2
        DestinationS3Uri          => 'MyDestinationS3Uri',    # max: 512
        InitialSamplingPercentage => 1,                       # max: 100
        CaptureContentTypeHeader  => {
          CsvContentTypes => [
            'MyCsvContentType', ...                           # min: 1, max: 256
          ],    # min: 1, max: 10; OPTIONAL
          JsonContentTypes => [
            'MyJsonContentType', ...    # min: 1, max: 256
          ],    # min: 1, max: 10; OPTIONAL
        },    # OPTIONAL
        EnableCapture => 1,               # OPTIONAL
        KmsKeyId      => 'MyKmsKeyId',    # max: 2048; OPTIONAL
      },    # OPTIONAL
      KmsKeyId => 'MyKmsKeyId',    # OPTIONAL
      Tags     => [
        {
          Key   => 'MyTagKey',      # min: 1, max: 128
          Value => 'MyTagValue',    # max: 256
        },
        ...
      ],    # OPTIONAL
    );
    # Results:
    my $EndpointConfigArn = $CreateEndpointConfigOutput->EndpointConfigArn;
    # Returns a L<Paws::SageMaker::CreateEndpointConfigOutput> object.

Values for attributes that are native types (Int, String, Float, etc) can passed as-is (scalar values). Values for complex Types (objects) can be passed as a HashRef. The keys and values of the hashref will be used to instance the underlying object. For the AWS API documentation, see <https://docs.aws.amazon.com/goto/WebAPI/api.sagemaker/CreateEndpointConfig>

ATTRIBUTES

SEE ALSO

This class forms part of Paws, documenting arguments for method CreateEndpointConfig in Paws::SageMaker

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>