class ModelData 🔹

Language	Type name
.NET	Amazon.CDK.AWS.Sagemaker.Alpha.ModelData
Go	github.com/aws/aws-cdk-go/awscdksagemakeralpha/v2#ModelData
Java	software.amazon.awscdk.services.sagemaker.alpha.ModelData
Python	aws_cdk.aws_sagemaker_alpha.ModelData
TypeScript (source)	@aws-cdk/aws-sagemaker-alpha » ModelData

Model data represents the source of model artifacts, which will ultimately be loaded from an S3 location.

Example

import * as sagemaker from '@aws-cdk/aws-sagemaker-alpha';

declare const image: sagemaker.ContainerImage;
declare const modelData: sagemaker.ModelData;

const model = new sagemaker.Model(this, 'ContainerModel', {
  containers: [
    {
      image,
      modelData,
    }
  ],
  networkIsolation: true,
});

Initializer

new ModelData()

Methods

Name	Description
bind(scope, model)🔹	This method is invoked by the SageMaker Model construct when it needs to resolve the model data to a URI.
static fromAsset(path, options?)🔹	Constructs model data that will be uploaded to S3 as part of the CDK app deployment.
static fromBucket(bucket, objectKey)🔹	Constructs model data which is already available within S3.

---

bind(scope, model)🔹

public bind(scope: Construct, model: IModel): ModelDataConfig

Parameters

• scope Construct — The scope within which the model data is resolved.
• model IModel — The Model construct performing the URI resolution.

Returns

• ModelDataConfig

This method is invoked by the SageMaker Model construct when it needs to resolve the model data to a URI.

---

static fromAsset(path, options?)🔹

public static fromAsset(path: string, options?: AssetOptions): ModelData

Parameters

• path string — The local path to a model artifact file as a gzipped tar file.
• options AssetOptions — The options to further configure the selected asset.

Returns

• ModelData

Constructs model data that will be uploaded to S3 as part of the CDK app deployment.

---

static fromBucket(bucket, objectKey)🔹

public static fromBucket(bucket: IBucket, objectKey: string): ModelData

Parameters

• bucket IBucket — The S3 bucket within which the model artifacts are stored.
• objectKey string — The S3 object key at which the model artifacts are stored.

Returns

• ModelData

Constructs model data which is already available within S3.