Class Model

Provides a SageMaker model resource.

Example Usage

using Pulumi;
using Aws = Pulumi.Aws;

class MyStack : Stack
{
public MyStack()
{
    var model = new Aws.Sagemaker.Model("model", new Aws.Sagemaker.ModelArgs
    {
        ExecutionRoleArn = aws_iam_role.Foo.Arn,
        PrimaryContainer = new Aws.Sagemaker.Inputs.ModelPrimaryContainerArgs
        {
            Image = "174872318107.dkr.ecr.us-west-2.amazonaws.com/kmeans:1",
        },
    });
    var assumeRole = Output.Create(Aws.Iam.GetPolicyDocument.InvokeAsync(new Aws.Iam.GetPolicyDocumentArgs
    {
        Statements = 
        {
            new Aws.Iam.Inputs.GetPolicyDocumentStatementArgs
            {
                Actions = 
                {
                    "sts:AssumeRole",
                },
                Principals = 
                {
                    new Aws.Iam.Inputs.GetPolicyDocumentStatementPrincipalArgs
                    {
                        Identifiers = 
                        {
                            "sagemaker.amazonaws.com",
                        },
                        Type = "Service",
                    },
                },
            },
        },
    }));
    var role = new Aws.Iam.Role("role", new Aws.Iam.RoleArgs
    {
        AssumeRolePolicy = assumeRole.Apply(assumeRole => assumeRole.Json),
    });
}

}

Inheritance

System.Object

Resource

CustomResource

Model

Inherited Members

CustomResource.Id

Resource.GetResourceType()

Resource.GetResourceName()

Resource.Urn

System.Object.Equals(System.Object)

System.Object.Equals(System.Object, System.Object)

System.Object.GetHashCode()

System.Object.GetType()

System.Object.MemberwiseClone()

System.Object.ReferenceEquals(System.Object, System.Object)

System.Object.ToString()

Namespace: Pulumi.Aws.Sagemaker

Assembly: Pulumi.Aws.dll

Syntax

public class Model : CustomResource

Constructors

Model(String, ModelArgs, CustomResourceOptions)

Create a Model resource with the given unique name, arguments, and options.

Declaration

public Model(string name, ModelArgs args, CustomResourceOptions options = null)

Parameters

Type	Name	Description
System.String	name	The unique name of the resource
ModelArgs	args	The arguments used to populate this resource's properties
CustomResourceOptions	options	A bag of options that control this resource's behavior

Properties

Arn

The Amazon Resource Name (ARN) assigned by AWS to this model.

Declaration

public Output<string> Arn { get; }

Property Value

Type	Description
Output<System.String>

Containers

Specifies containers in the inference pipeline. If not specified, the primary_container argument is required. Fields are documented below.

Declaration

public Output<ImmutableArray<ModelContainer>> Containers { get; }

Property Value

Type	Description
Output<System.Collections.Immutable.ImmutableArray<ModelContainer>>

EnableNetworkIsolation

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

Declaration

public Output<bool?> EnableNetworkIsolation { get; }

Property Value

Type	Description
Output<System.Nullable<System.Boolean>>

ExecutionRoleArn

A role that SageMaker can assume to access model artifacts and docker images for deployment.

Declaration

public Output<string> ExecutionRoleArn { get; }

Property Value

Type	Description
Output<System.String>

Name

The name of the model (must be unique). If omitted, this provider will assign a random, unique name.

Declaration

public Output<string> Name { get; }

Property Value

Type	Description
Output<System.String>

PrimaryContainer

The primary docker image containing inference code that is used when the model is deployed for predictions. If not specified, the container argument is required. Fields are documented below.

Declaration

public Output<ModelPrimaryContainer> PrimaryContainer { get; }

Property Value

Type	Description
Output<ModelPrimaryContainer>

Tags

A map of tags to assign to the resource.

Declaration

public Output<ImmutableDictionary<string, object>> Tags { get; }

Property Value

Type	Description
Output<System.Collections.Immutable.ImmutableDictionary<System.String, System.Object>>

VpcConfig

Specifies the VPC that you want your model to connect to. VpcConfig is used in hosting services and in batch transform.

Declaration

public Output<ModelVpcConfig> VpcConfig { get; }

Property Value

Type	Description
Output<ModelVpcConfig>

Methods

Get(String, Input<String>, ModelState, CustomResourceOptions)

Get an existing Model resource's state with the given name, ID, and optional extra properties used to qualify the lookup.

Declaration

public static Model Get(string name, Input<string> id, ModelState state = null, CustomResourceOptions options = null)

Parameters

Type	Name	Description
System.String	name	The unique name of the resulting resource.
Input<System.String>	id	The unique provider ID of the resource to lookup.
ModelState	state	Any extra arguments used during the lookup.
CustomResourceOptions	options	A bag of options that control this resource's behavior

Returns

Type	Description
Model