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AWS::SageMaker::ModelPackage

SageMaker ModelPackage

Resource Type definition for AWS::SageMaker::ModelPackage

Properties

26 configurable properties. Click a row to see details.

Filter:
PropertyTypeFlags
AdditionalInferenceSpecifications
array
AdditionalInferenceSpecificationsToAdd
array
Write-only
ApprovalDescription
string
CertifyForMarketplace
boolean
ClientToken
string
Create-onlyWrite-only
CustomerMetadataProperties
CustomerMetadataProperties
Domain
string
Create-only
DriftCheckBaselines
DriftCheckBaselines
Create-only
InferenceSpecification
InferenceSpecification
Create-only
MetadataProperties
MetadataProperties
Create-only
ModelApprovalStatus
string
ModelCard
ModelCard
ModelMetrics
ModelMetrics
Create-only
ModelPackageDescription
string
Create-only
ModelPackageGroupName
string
Create-only
ModelPackageName
string
ModelPackageStatusDetails
ModelPackageStatusDetails
ModelPackageVersion
integer
SamplePayloadUrl
string
Create-only
SecurityConfig
SecurityConfig
Create-only
SkipModelValidation
string
SourceAlgorithmSpecification
SourceAlgorithmSpecification
Create-only
SourceUri
string
Tags
Array<Tag>
Task
string
Create-only
ValidationSpecification
ValidationSpecification
Create-only

Return Values

Values returned after the resource is created. Access these with Fn::GetAtt.

AttributeTypeDescription
CreationTimestring-
LastModifiedTimestring-
ModelPackageArnstring-
ModelPackageStatusstring-

Sample CloudFormation Template

A minimal template with required properties and common optional ones.

template.yaml
AWSTemplateFormatVersion: "2010-09-09"
Description: Sample template for AWS::SageMaker::ModelPackage

Resources:
  MyResource:
    Type: AWS::SageMaker::ModelPackage
    Properties:
      Tags:
        - Key: Environment
          Value: Production

Required IAM Permissions

Permissions CloudFormation needs in your IAM role to manage this resource.

create

ecr:BatchGetImageecr:DescribeImagesecr:StartImageScanecr:DescribeImageScanFindingssagemaker:AddTagssagemaker:CreateModelsagemaker:CreateModelPackagesagemaker:CreateTrainingJob

read

sagemaker:DescribeModelPackagesagemaker:ListTagskms:DescribeKeykms:Decrypt

update

ecr:BatchGetImagesagemaker:UpdateModelPackagesagemaker:DescribeModelPackagesagemaker:ListTagssagemaker:AddTagssagemaker:DeleteTagss3:GetObjects3:ListBucket

delete

sagemaker:DeleteModelPackagesagemaker:DescribeModelPackagekms:DescribeKeykms:Decrypt

list

sagemaker:ListModelPackages

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Quick Facts

ServiceSageMaker
Properties30
Required0
TaggingSupported
Primary IDModelPackageArn

Supported Operations

CreateReadUpdateDeleteList

Immutable After Creation

These properties cannot be changed after the resource is created. Updating them triggers a replacement.

ModelPackageGroupNameModelPackageDescriptionInferenceSpecificationValidationSpecificationSourceAlgorithmSpecificationMetadataPropertiesModelMetricsClientTokenDriftCheckBaselinesDomainTaskSamplePayloadUrlSecurityConfig

Related Resources

External Links