Struct CreateModelInput

pub struct CreateModelInput {
    pub containers: Option<Vec<ContainerDefinition>>,
    pub enable_network_isolation: Option<bool>,
    pub execution_role_arn: String,
    pub model_name: String,
    pub primary_container: Option<ContainerDefinition>,
    pub tags: Option<Vec<Tag>>,
    pub vpc_config: Option<VpcConfig>,
}

Fields

containers: Option<Vec<ContainerDefinition>>

Specifies the containers in the inference pipeline.

enable_network_isolation: Option<bool>

Isolates the model container. No inbound or outbound network calls can be made to or from the model container.

execution_role_arn: String

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 or for batch transform jobs. 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.

model_name: String

The name of the new model.

primary_container: Option<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 for predictions.

tags: Option<Vec<Tag>>

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

vpc_config: Option<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. VpcConfig is used in hosting services and in batch transform. For more information, see Protect Endpoints by Using an Amazon Virtual Private Cloud and Protect Data in Batch Transform Jobs by Using an Amazon Virtual Private Cloud.

Trait Implementations

impl Clone for CreateModelInput

fn clone(&self) -> CreateModelInput

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for CreateModelInput

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for CreateModelInput

fn default() -> CreateModelInput

Returns the “default value” for a type.

impl PartialEq for CreateModelInput

fn eq(&self, other: &CreateModelInput) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for CreateModelInput

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for CreateModelInput