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Class: Aws::SageMaker::Types::CreateModelInput

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

Note:

When making an API call, you may pass CreateModelInput data as a hash:

{
  model_name: "ModelName", # required
  primary_container: { # required
    container_hostname: "ContainerHostname",
    image: "Image", # required
    model_data_url: "Url",
    environment: {
      "EnvironmentKey" => "EnvironmentValue",
    },
  },
  execution_role_arn: "RoleArn", # required
  tags: [
    {
      key: "TagKey", # required
      value: "TagValue", # required
    },
  ],
  vpc_config: {
    security_group_ids: ["SecurityGroupId"], # required
    subnets: ["SubnetId"], # required
  },
}

Instance Attribute Summary collapse

Instance Attribute Details

#execution_role_arnString

The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker can assume to access model artifacts and docker image for deployment on ML compute instances. Deploying on ML compute instances is part of model hosting. For more information, see Amazon SageMaker Roles.

To be able to pass this role to Amazon SageMaker, the caller of this API must have the iam:PassRole permission.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 659

class CreateModelInput < Struct.new(
  :model_name,
  :primary_container,
  :execution_role_arn,
  :tags,
  :vpc_config)
  include Aws::Structure
end

#model_nameString

The name of the new model.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 659

class CreateModelInput < Struct.new(
  :model_name,
  :primary_container,
  :execution_role_arn,
  :tags,
  :vpc_config)
  include Aws::Structure
end

#primary_containerTypes::ContainerDefinition

The location of the primary docker image containing inference code, associated artifacts, and custom environment map that the inference code uses when the model is deployed into production.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 659

class CreateModelInput < Struct.new(
  :model_name,
  :primary_container,
  :execution_role_arn,
  :tags,
  :vpc_config)
  include Aws::Structure
end

#tagsArray<Types::Tag>

An array of key-value pairs. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 659

class CreateModelInput < Struct.new(
  :model_name,
  :primary_container,
  :execution_role_arn,
  :tags,
  :vpc_config)
  include Aws::Structure
end

#vpc_configTypes::VpcConfig

A VpcConfig object that specifies the VPC that you want your model to connect to. Control access to and from your model container by configuring the VPC. For more information, see host-vpc.

Returns:



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664
665
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 659

class CreateModelInput < Struct.new(
  :model_name,
  :primary_container,
  :execution_role_arn,
  :tags,
  :vpc_config)
  include Aws::Structure
end