AWS::SageMaker::Project - Amazon CloudFormation
SyntaxPropertiesReturn valuesExamples
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AWS::SageMaker::Project

Creates a machine learning (ML) project that can contain one or more templates that set up an ML pipeline from training to deploying an approved model.

Syntax

To declare this entity in your Amazon CloudFormation template, use the following syntax:

Properties

ProjectDescription

The description of the project.

Required: No

Type: String

Pattern: .*

Maximum: 1024

Update requires: Replacement

ProjectName

The name of the project.

Required: Yes

Type: String

Pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9])*$

Minimum: 1

Maximum: 32

Update requires: Replacement

ServiceCatalogProvisionedProductDetails

Details of a provisioned service catalog product. For information about service catalog, see What is Amazon Service Catalog.

Required: No

Type: ServiceCatalogProvisionedProductDetails

Update requires: No interruption

ServiceCatalogProvisioningDetails

The product ID and provisioning artifact ID to provision a service catalog. For information, see What is Amazon Service Catalog.

Required: Yes

Type: ServiceCatalogProvisioningDetails

Update requires: Replacement

Tags

A list of key-value pairs to apply to this resource.

For more information, see Resource Tag and Using Cost Allocation Tags in the Amazon Billing and Cost Management User Guide.

Required: No

Type: Array of Tag

Maximum: 40

Update requires: Replacement

Return values

Ref


When you pass the logical ID of this resource to the intrinsic Ref function, Ref returns the Amazon Resource Name (ARN) of the Project.

For more information about using the Ref function, see Ref.

Fn::GetAtt

The Fn::GetAtt intrinsic function returns a value for a specified attribute of this type. The following are the available attributes and sample return values.

For more information about using the Fn::GetAtt intrinsic function, see Fn::GetAtt.

CreationTime

The time that the project was created.

ProjectArn

The Amazon Resource Name (ARN) of the project.

ProjectId

The ID of the project. This ID is prepended to all entities associated with this project.

ProjectStatus

The status of the project.

Examples

SageMaker Project Example

The following example creates a SageMaker Project.

JSON

{
   "Description": "AWS SageMaker Project basic template",
   "Resources": {
      "SampleProject": {
         "Type": "AWS::SageMaker::Project",
         "Properties": {
            "ProjectName": "project1",
            "ProjectDescription": "Project Description",
            "ServiceCatalogProvisioningDetails": {
               "ProductId": "prod-53ibyqbj2cgmo",
               "ProvisioningArtifactId": "pa-sm4pjfuzictpe"
            }
         }
      }
   }
}

YAML

---
Description: AWS SageMaker Project basic template

Resources:

  SampleProject:
    Type: AWS::SageMaker::Project
    Properties:
      ProjectName: "SampleProject"
      ProjectDescription: "Project Description"
      ServiceCatalogProvisioningDetails:
        ProductId: "prod-53ibyqbj2cgmo"
        ProvisioningArtifactId: "pa-sm4pjfuzictpe"