class CfnTrainingDataset (construct)

Language	Type name
.NET	Amazon.CDK.aws_cleanroomsml.CfnTrainingDataset
Go	github.com/aws/aws-cdk-go/awscdk/v2/awscleanroomsml#CfnTrainingDataset
Java	software.amazon.awscdk.services.cleanroomsml.CfnTrainingDataset
Python	aws_cdk.aws_cleanroomsml.CfnTrainingDataset
TypeScript	aws-cdk-lib » aws_cleanroomsml » CfnTrainingDataset

Implements IConstruct, IDependable, IInspectable, ITrainingDatasetRef, ITaggableV2

Defines the information necessary to create a training dataset.

In Clean Rooms ML, the TrainingDataset is metadata that points to a Glue table, which is read only during AudienceModel creation.

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

Example

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import { aws_cleanroomsml as cleanroomsml } from 'aws-cdk-lib';
const cfnTrainingDataset = new cleanroomsml.CfnTrainingDataset(this, 'MyCfnTrainingDataset', {
  name: 'name',
  roleArn: 'roleArn',
  trainingData: [{
    inputConfig: {
      dataSource: {
        glueDataSource: {
          databaseName: 'databaseName',
          tableName: 'tableName',

          // the properties below are optional
          catalogId: 'catalogId',
        },
      },
      schema: [{
        columnName: 'columnName',
        columnTypes: ['columnTypes'],
      }],
    },
    type: 'type',
  }],

  // the properties below are optional
  description: 'description',
  tags: [{
    key: 'key',
    value: 'value',
  }],
});

Initializer

new CfnTrainingDataset(scope: Construct, id: string, props: CfnTrainingDatasetProps)

Parameters

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

Construct Props

Name	Type	Description
name	string	The name of the training dataset.
roleArn	string	The ARN of the IAM role that Clean Rooms ML can assume to read the data referred to in the dataSource field of each dataset.
trainingData	IResolvable | (IResolvable | DatasetProperty)[]	An array of information that lists the Dataset objects, which specifies the dataset type and details on its location and schema.
description?	string	The description of the training dataset.
tags?	CfnTag[]	The optional metadata that you apply to the resource to help you categorize and organize them.

---

name

Type: string

The name of the training dataset.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-cleanroomsml-trainingdataset.html#cfn-cleanroomsml-trainingdataset-name

---

roleArn

Type: string

The ARN of the IAM role that Clean Rooms ML can assume to read the data referred to in the dataSource field of each dataset.

Passing a role across accounts is not allowed. If you pass a role that isn't in your account, you get an AccessDeniedException error.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-cleanroomsml-trainingdataset.html#cfn-cleanroomsml-trainingdataset-rolearn

---

trainingData

Type: IResolvable | (IResolvable | DatasetProperty)[]

An array of information that lists the Dataset objects, which specifies the dataset type and details on its location and schema.

You must provide a role that has read access to these tables.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-cleanroomsml-trainingdataset.html#cfn-cleanroomsml-trainingdataset-trainingdata

---

description?

Type: string (optional)

The description of the training dataset.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-cleanroomsml-trainingdataset.html#cfn-cleanroomsml-trainingdataset-description

---

tags?

Type: CfnTag[] (optional)

The optional metadata that you apply to the resource to help you categorize and organize them.

Each tag consists of a key and an optional value, both of which you define.

The following basic restrictions apply to tags:

• Maximum number of tags per resource - 50.
• For each resource, each tag key must be unique, and each tag key can have only one value.
• Maximum key length - 128 Unicode characters in UTF-8.
• Maximum value length - 256 Unicode characters in UTF-8.
• If your tagging schema is used across multiple services and resources, remember that other services may have restrictions on allowed characters. Generally allowed characters are: letters, numbers, and spaces representable in UTF-8, and the following characters: + - = . _ : /

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

Properties

Name	Type	Description
attrStatus	string	The status of the training dataset.
attrTrainingDatasetArn	string	The Amazon Resource Name (ARN) of the training dataset.
cdkTagManager	TagManager	Tag Manager which manages the tags for this resource.
cfnOptions	ICfnResourceOptions	Options for this resource, such as condition, update policy etc.
cfnProperties	{ [string]: any }
cfnResourceType	string	AWS resource type.
creationStack	string[]
logicalId	string	The logical ID for this CloudFormation stack element.
name	string	The name of the training dataset.
node	Node	The tree node.
ref	string	Return a string that will be resolved to a CloudFormation { Ref } for this element.
roleArn	string	The ARN of the IAM role that Clean Rooms ML can assume to read the data referred to in the dataSource field of each dataset.
stack	Stack	The stack in which this element is defined.
trainingData	IResolvable | (IResolvable | DatasetProperty)[]	An array of information that lists the Dataset objects, which specifies the dataset type and details on its location and schema.
trainingDatasetRef	TrainingDatasetReference	A reference to a TrainingDataset resource.
description?	string	The description of the training dataset.
tags?	CfnTag[]	The optional metadata that you apply to the resource to help you categorize and organize them.
static CFN_RESOURCE_TYPE_NAME	string	The CloudFormation resource type name for this resource class.

---

attrStatus

Type: string

The status of the training dataset.

---

attrTrainingDatasetArn

Type: string

The Amazon Resource Name (ARN) of the training dataset.

---

cdkTagManager

Type: TagManager

Tag Manager which manages the tags for this resource.

---

cfnOptions

Type: ICfnResourceOptions

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

---

cfnProperties

Type: { [string]: any }

---

cfnResourceType

Type: string

AWS resource type.

---

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).

---

name

Type: string

The name of the training dataset.

---

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 }).

---

roleArn

Type: string

The ARN of the IAM role that Clean Rooms ML can assume to read the data referred to in the dataSource field of each dataset.

---

stack

Type: Stack

The stack in which this element is defined.

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

---

trainingData

Type: IResolvable | (IResolvable | DatasetProperty)[]

An array of information that lists the Dataset objects, which specifies the dataset type and details on its location and schema.

---

trainingDatasetRef

Type: TrainingDatasetReference

A reference to a TrainingDataset resource.

---

description?

Type: string (optional)

The description of the training dataset.

---

tags?

Type: CfnTag[] (optional)

The optional metadata that you apply to the resource to help you categorize and organize them.

---

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 }