class CfnModelCard (construct)

Language	Type name
.NET	Amazon.CDK.AWS.Sagemaker.CfnModelCard
Go	github.com/aws/aws-cdk-go/awscdk/v2/awssagemaker#CfnModelCard
Java	software.amazon.awscdk.services.sagemaker.CfnModelCard
Python	aws_cdk.aws_sagemaker.CfnModelCard
TypeScript	aws-cdk-lib » aws_sagemaker » CfnModelCard

Implements IConstruct, IDependable, IInspectable, ITaggable

Creates an Amazon SageMaker Model Card.

For information about how to use model cards, see Amazon SageMaker Model Card .

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html

Example

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import { aws_sagemaker as sagemaker } from 'aws-cdk-lib';

declare const value: any;
const cfnModelCard = new sagemaker.CfnModelCard(this, 'MyCfnModelCard', {
  content: {
    additionalInformation: {
      caveatsAndRecommendations: 'caveatsAndRecommendations',
      customDetails: {
        customDetailsKey: 'customDetails',
      },
      ethicalConsiderations: 'ethicalConsiderations',
    },
    businessDetails: {
      businessProblem: 'businessProblem',
      businessStakeholders: 'businessStakeholders',
      lineOfBusiness: 'lineOfBusiness',
    },
    evaluationDetails: [{
      name: 'name',

      // the properties below are optional
      datasets: ['datasets'],
      evaluationJobArn: 'evaluationJobArn',
      evaluationObservation: 'evaluationObservation',
      metadata: {
        metadataKey: 'metadata',
      },
      metricGroups: [{
        metricData: [{
          name: 'name',
          type: 'type',
          value: value,

          // the properties below are optional
          notes: 'notes',
          xAxisName: ['xAxisName'],
          yAxisName: ['yAxisName'],
        }],
        name: 'name',
      }],
    }],
    intendedUses: {
      explanationsForRiskRating: 'explanationsForRiskRating',
      factorsAffectingModelEfficiency: 'factorsAffectingModelEfficiency',
      intendedUses: 'intendedUses',
      purposeOfModel: 'purposeOfModel',
      riskRating: 'riskRating',
    },
    modelOverview: {
      algorithmType: 'algorithmType',
      inferenceEnvironment: {
        containerImage: ['containerImage'],
      },
      modelArtifact: ['modelArtifact'],
      modelCreator: 'modelCreator',
      modelDescription: 'modelDescription',
      modelId: 'modelId',
      modelName: 'modelName',
      modelOwner: 'modelOwner',
      modelVersion: 123,
      problemType: 'problemType',
    },
    modelPackageDetails: {
      approvalDescription: 'approvalDescription',
      createdBy: {
        userProfileName: 'userProfileName',
      },
      domain: 'domain',
      inferenceSpecification: {
        containers: [{
          image: 'image',

          // the properties below are optional
          modelDataUrl: 'modelDataUrl',
          nearestModelName: 'nearestModelName',
        }],
      },
      modelApprovalStatus: 'modelApprovalStatus',
      modelPackageArn: 'modelPackageArn',
      modelPackageDescription: 'modelPackageDescription',
      modelPackageGroupName: 'modelPackageGroupName',
      modelPackageName: 'modelPackageName',
      modelPackageStatus: 'modelPackageStatus',
      modelPackageVersion: 123,
      sourceAlgorithms: [{
        algorithmName: 'algorithmName',

        // the properties below are optional
        modelDataUrl: 'modelDataUrl',
      }],
      task: 'task',
    },
    trainingDetails: {
      objectiveFunction: {
        function: {
          condition: 'condition',
          facet: 'facet',
          function: 'function',
        },
        notes: 'notes',
      },
      trainingJobDetails: {
        hyperParameters: [{
          name: 'name',
          value: 'value',
        }],
        trainingArn: 'trainingArn',
        trainingDatasets: ['trainingDatasets'],
        trainingEnvironment: {
          containerImage: ['containerImage'],
        },
        trainingMetrics: [{
          name: 'name',
          value: 123,

          // the properties below are optional
          notes: 'notes',
        }],
        userProvidedHyperParameters: [{
          name: 'name',
          value: 'value',
        }],
        userProvidedTrainingMetrics: [{
          name: 'name',
          value: 123,

          // the properties below are optional
          notes: 'notes',
        }],
      },
      trainingObservations: 'trainingObservations',
    },
  },
  modelCardName: 'modelCardName',
  modelCardStatus: 'modelCardStatus',

  // the properties below are optional
  createdBy: {
    domainId: 'domainId',
    userProfileArn: 'userProfileArn',
    userProfileName: 'userProfileName',
  },
  lastModifiedBy: {
    domainId: 'domainId',
    userProfileArn: 'userProfileArn',
    userProfileName: 'userProfileName',
  },
  securityConfig: {
    kmsKeyId: 'kmsKeyId',
  },
  tags: [{
    key: 'key',
    value: 'value',
  }],
});

Initializer

new CfnModelCard(scope: Construct, id: string, props: CfnModelCardProps)

Parameters

• scope Construct — Scope in which this resource is defined.
• id string — Construct identifier for this resource (unique in its scope).
• props CfnModelCardProps — Resource properties.

Construct Props

Name	Type	Description
content	IResolvable | ContentProperty	The content of the model card.
modelCardName	string	The unique name of the model card.
modelCardStatus	string	The approval status of the model card within your organization.
createdBy?	IResolvable | UserContextProperty	Information about the user who created or modified one or more of the following:.
lastModifiedBy?	IResolvable | UserContextProperty	Information about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card.
securityConfig?	IResolvable | SecurityConfigProperty	The security configuration used to protect model card data.
tags?	CfnTag[]	Key-value pairs used to manage metadata for the model card.

---

content

Type: IResolvable | ContentProperty

The content of the model card.

Content uses the model card JSON schema .

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html#cfn-sagemaker-modelcard-content

---

modelCardName

Type: string

The unique name of the model card.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html#cfn-sagemaker-modelcard-modelcardname

---

modelCardStatus

Type: string

The approval status of the model card within your organization.

Different organizations might have different criteria for model card review and approval.

• Draft : The model card is a work in progress.
• PendingReview : The model card is pending review.
• Approved : The model card is approved.
• Archived : The model card is archived. No more updates should be made to the model card, but it can still be exported.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html#cfn-sagemaker-modelcard-modelcardstatus

---

createdBy?

Type: IResolvable | UserContextProperty (optional)

Information about the user who created or modified one or more of the following:.

• Experiment
• Trial
• Trial component
• Lineage group
• Project
• Model Card

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html#cfn-sagemaker-modelcard-createdby

---

lastModifiedBy?

Type: IResolvable | UserContextProperty (optional)

Information about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html#cfn-sagemaker-modelcard-lastmodifiedby

---

securityConfig?

Type: IResolvable | SecurityConfigProperty (optional)

The security configuration used to protect model card data.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html#cfn-sagemaker-modelcard-securityconfig

---

tags?

Type: CfnTag[] (optional)

Key-value pairs used to manage metadata for the model card.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html#cfn-sagemaker-modelcard-tags

Properties

Name	Type	Description
attrCreatedByDomainId	string	The domain associated with the user.
attrCreatedByUserProfileArn	string	The Amazon Resource Name (ARN) of the user's profile.
attrCreatedByUserProfileName	string	The name of the user's profile.
attrCreationTime	string	The date and time the model card was created.
attrLastModifiedByDomainId	string	The domain associated with the user.
attrLastModifiedByUserProfileArn	string	The Amazon Resource Name (ARN) of the user's profile.
attrLastModifiedByUserProfileName	string	The name of the user's profile.
attrLastModifiedTime	string	The date and time the model card was last modified.
attrModelCardArn	string	The Amazon Resource Number (ARN) of the model card.
attrModelCardProcessingStatus	string	The processing status of model card deletion.
attrModelCardVersion	number	A version of the model card.
cfnOptions	ICfnResourceOptions	Options for this resource, such as condition, update policy etc.
cfnProperties	{ [string]: any }
cfnResourceType	string	AWS resource type.
content	IResolvable | ContentProperty	The content of the model card.
creationStack	string[]
logicalId	string	The logical ID for this CloudFormation stack element.
modelCardName	string	The unique name of the model card.
modelCardStatus	string	The approval status of the model card within your organization.
node	Node	The tree node.
ref	string	Return a string that will be resolved to a CloudFormation { Ref } for this element.
stack	Stack	The stack in which this element is defined.
tags	TagManager	Tag Manager which manages the tags for this resource.
createdBy?	IResolvable | UserContextProperty	Information about the user who created or modified one or more of the following:.
lastModifiedBy?	IResolvable | UserContextProperty	Information about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card.
securityConfig?	IResolvable | SecurityConfigProperty	The security configuration used to protect model card data.
tagsRaw?	CfnTag[]	Key-value pairs used to manage metadata for the model card.
static CFN_RESOURCE_TYPE_NAME	string	The CloudFormation resource type name for this resource class.

---

attrCreatedByDomainId

Type: string

The domain associated with the user.

---

attrCreatedByUserProfileArn

Type: string

The Amazon Resource Name (ARN) of the user's profile.

---

attrCreatedByUserProfileName

Type: string

The name of the user's profile.

---

attrCreationTime

Type: string

The date and time the model card was created.

---

attrLastModifiedByDomainId

Type: string

The domain associated with the user.

---

attrLastModifiedByUserProfileArn

Type: string

The Amazon Resource Name (ARN) of the user's profile.

---

attrLastModifiedByUserProfileName

Type: string

The name of the user's profile.

---

attrLastModifiedTime

Type: string

The date and time the model card was last modified.

---

attrModelCardArn

Type: string

The Amazon Resource Number (ARN) of the model card.

For example, arn:aws:sagemaker:us-west-2:012345678901:modelcard/examplemodelcard .

---

attrModelCardProcessingStatus

Type: string

The processing status of model card deletion.

The ModelCardProcessingStatus updates throughout the different deletion steps.

---

attrModelCardVersion

Type: number

A version of the model card.

---

cfnOptions

Type: ICfnResourceOptions

Options for this resource, such as condition, update policy etc.

---

cfnProperties

Type: { [string]: any }

---

cfnResourceType

Type: string

AWS resource type.

---

content

Type: IResolvable | ContentProperty

The content of the model card.

---

creationStack

Type: string[]

---

logicalId

Type: string

The logical ID for this CloudFormation stack element.

The logical ID of the element is calculated from the path of the resource node in the construct tree.

To override this value, use overrideLogicalId(newLogicalId).

---

modelCardName

Type: string

The unique name of the model card.

---

modelCardStatus

Type: string

The approval status of the model card within your organization.

---

node

Type: Node

The tree node.

---

ref

Type: string

Return a string that will be resolved to a CloudFormation { Ref } for this element.

If, by any chance, the intrinsic reference of a resource is not a string, you could coerce it to an IResolvable through Lazy.any({ produce: resource.ref }).

---

stack

Type: Stack

The stack in which this element is defined.

CfnElements must be defined within a stack scope (directly or indirectly).

---

tags

Type: TagManager

Tag Manager which manages the tags for this resource.

---

createdBy?

Type: IResolvable | UserContextProperty (optional)

Information about the user who created or modified one or more of the following:.

---

lastModifiedBy?

Type: IResolvable | UserContextProperty (optional)

Information about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card.

---

securityConfig?

Type: IResolvable | SecurityConfigProperty (optional)

The security configuration used to protect model card data.

---

tagsRaw?

Type: CfnTag[] (optional)

Key-value pairs used to manage metadata for the model card.

---

static CFN_RESOURCE_TYPE_NAME

Type: string

The CloudFormation resource type name for this resource class.

Methods

Name	Description
addDeletionOverride(path)	Syntactic sugar for addOverride(path, undefined).
addDependency(target)	Indicates that this resource depends on another resource and cannot be provisioned unless the other resource has been successfully provisioned.
addDependsOn(target)⚠️	Indicates that this resource depends on another resource and cannot be provisioned unless the other resource has been successfully provisioned.
addMetadata(key, value)	Add a value to the CloudFormation Resource Metadata.
addOverride(path, value)	Adds an override to the synthesized CloudFormation resource.
addPropertyDeletionOverride(propertyPath)	Adds an override that deletes the value of a property from the resource definition.
addPropertyOverride(propertyPath, value)	Adds an override to a resource property.
applyRemovalPolicy(policy?, options?)	Sets the deletion policy of the resource based on the removal policy specified.
getAtt(attributeName, typeHint?)	Returns a token for an runtime attribute of this resource.
getMetadata(key)	Retrieve a value value from the CloudFormation Resource Metadata.
inspect(inspector)	Examines the CloudFormation resource and discloses attributes.
obtainDependencies()	Retrieves an array of resources this resource depends on.
obtainResourceDependencies()	Get a shallow copy of dependencies between this resource and other resources in the same stack.
overrideLogicalId(newLogicalId)	Overrides the auto-generated logical ID with a specific ID.
removeDependency(target)	Indicates that this resource no longer depends on another resource.
replaceDependency(target, newTarget)	Replaces one dependency with another.
toString()	Returns a string representation of this construct.
protected renderProperties(props)

---

addDeletionOverride(path)

public addDeletionOverride(path: string): void

Parameters

• path string — The path of the value to delete.

Syntactic sugar for addOverride(path, undefined).

---

addDependency(target)

public addDependency(target: CfnResource): void

Parameters

• target CfnResource

Indicates that this resource depends on another resource and cannot be provisioned unless the other resource has been successfully provisioned.

This can be used for resources across stacks (or nested stack) boundaries and the dependency will automatically be transferred to the relevant scope.

---

addDependsOn(target)⚠️

public addDependsOn(target: CfnResource): void

⚠️ Deprecated: use addDependency

Parameters

• target CfnResource

Indicates that this resource depends on another resource and cannot be provisioned unless the other resource has been successfully provisioned.

---

addMetadata(key, value)

public addMetadata(key: string, value: any): void

Parameters

• key string
• value any

Add a value to the CloudFormation Resource Metadata.

See also: [https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/metadata-section-structure.html

Note that this is a different set of metadata from CDK node metadata; this metadata ends up in the stack template under the resource, whereas CDK node metadata ends up in the Cloud Assembly.](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/metadata-section-structure.html

Note that this is a different set of metadata from CDK node metadata; this metadata ends up in the stack template under the resource, whereas CDK node metadata ends up in the Cloud Assembly.)

---

addOverride(path, value)

public addOverride(path: string, value: any): void

Parameters

• path string — - The path of the property, you can use dot notation to override values in complex types.
• value any — - The value.

Adds an override to the synthesized CloudFormation resource.

To add a property override, either use addPropertyOverride or prefix path with "Properties." (i.e. Properties.TopicName).

If the override is nested, separate each nested level using a dot (.) in the path parameter. If there is an array as part of the nesting, specify the index in the path.

To include a literal . in the property name, prefix with a \. In most programming languages you will need to write this as "\\." because the \ itself will need to be escaped.

For example,

cfnResource.addOverride('Properties.GlobalSecondaryIndexes.0.Projection.NonKeyAttributes', ['myattribute']);
cfnResource.addOverride('Properties.GlobalSecondaryIndexes.1.ProjectionType', 'INCLUDE');

would add the overrides

"Properties": {
  "GlobalSecondaryIndexes": [
    {
      "Projection": {
        "NonKeyAttributes": [ "myattribute" ]
        ...
      }
      ...
    },
    {
      "ProjectionType": "INCLUDE"
      ...
    },
  ]
  ...
}

The value argument to addOverride will not be processed or translated in any way. Pass raw JSON values in here with the correct capitalization for CloudFormation. If you pass CDK classes or structs, they will be rendered with lowercased key names, and CloudFormation will reject the template.

---

addPropertyDeletionOverride(propertyPath)

public addPropertyDeletionOverride(propertyPath: string): void

Parameters

• propertyPath string — The path to the property.

Adds an override that deletes the value of a property from the resource definition.

---

addPropertyOverride(propertyPath, value)

public addPropertyOverride(propertyPath: string, value: any): void

Parameters

• propertyPath string — The path of the property.
• value any — The value.

Adds an override to a resource property.

Syntactic sugar for addOverride("Properties.<...>", value).

---

applyRemovalPolicy(policy?, options?)

public applyRemovalPolicy(policy?: RemovalPolicy, options?: RemovalPolicyOptions): void

Parameters

• policy RemovalPolicy
• options RemovalPolicyOptions

Sets the deletion policy of the resource based on the removal policy specified.

The Removal Policy controls what happens to this resource when it stops being managed by CloudFormation, either because you've removed it from the CDK application or because you've made a change that requires the resource to be replaced.

The resource can be deleted (RemovalPolicy.DESTROY), or left in your AWS account for data recovery and cleanup later (RemovalPolicy.RETAIN). In some cases, a snapshot can be taken of the resource prior to deletion (RemovalPolicy.SNAPSHOT). A list of resources that support this policy can be found in the following link:

See also: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-attribute-deletionpolicy.html#aws-attribute-deletionpolicy-options

---

getAtt(attributeName, typeHint?)

public getAtt(attributeName: string, typeHint?: ResolutionTypeHint): Reference

Parameters

• attributeName string — The name of the attribute.
• typeHint ResolutionTypeHint

Returns

• Reference

Returns a token for an runtime attribute of this resource.

Ideally, use generated attribute accessors (e.g. resource.arn), but this can be used for future compatibility in case there is no generated attribute.

---

getMetadata(key)

public getMetadata(key: string): any

Parameters

• key string

Returns

• any

Retrieve a value value from the CloudFormation Resource Metadata.

See also: [https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/metadata-section-structure.html

Note that this is a different set of metadata from CDK node metadata; this metadata ends up in the stack template under the resource, whereas CDK node metadata ends up in the Cloud Assembly.](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/metadata-section-structure.html

Note that this is a different set of metadata from CDK node metadata; this metadata ends up in the stack template under the resource, whereas CDK node metadata ends up in the Cloud Assembly.)

---

inspect(inspector)

public inspect(inspector: TreeInspector): void

Parameters

• inspector TreeInspector — tree inspector to collect and process attributes.

Examines the CloudFormation resource and discloses attributes.

---

obtainDependencies()

public obtainDependencies(): Stack | CfnResource[]

Returns

• Stack | CfnResource[]

Retrieves an array of resources this resource depends on.

This assembles dependencies on resources across stacks (including nested stacks) automatically.

---

obtainResourceDependencies()

public obtainResourceDependencies(): CfnResource[]

Returns

• CfnResource[]

Get a shallow copy of dependencies between this resource and other resources in the same stack.

---

overrideLogicalId(newLogicalId)

public overrideLogicalId(newLogicalId: string): void

Parameters

• newLogicalId string — The new logical ID to use for this stack element.

Overrides the auto-generated logical ID with a specific ID.

---

removeDependency(target)

public removeDependency(target: CfnResource): void

Parameters

• target CfnResource

Indicates that this resource no longer depends on another resource.

This can be used for resources across stacks (including nested stacks) and the dependency will automatically be removed from the relevant scope.

---

replaceDependency(target, newTarget)

public replaceDependency(target: CfnResource, newTarget: CfnResource): void

Parameters

• target CfnResource — The dependency to replace.
• newTarget CfnResource — The new dependency to add.

Replaces one dependency with another.

---

toString()

public toString(): string

Returns

• string

Returns a string representation of this construct.

---

protected renderProperties(props)

protected renderProperties(props: { [string]: any }): { [string]: any }

Parameters

• props { [string]: any }

Returns

• { [string]: any }