CfnTrainingDatasetProps Struct
Properties for defining a CfnTrainingDataset.
Example
ts
// 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 cfnTrainingDatasetProps: cleanroomsml.CfnTrainingDatasetProps = {
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',
}],
};
Properties
descriptionoptionalstringdescriptionoptionalstrdescriptionoptionalStringDescriptionoptionalstringDescriptionoptional*string#The description of the training dataset.
The name of the training dataset.
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.
tagsoptionalCfnTag[]tagsoptionaltyping.List[CfnTag]tagsoptionalList<CfnTag>TagsoptionalCfnTag[]Tagsoptional*[]CfnTag#The optional metadata that you apply to the resource to help you categorize and organize them.
notes
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: + - = . _ : /
trainingDataIResolvable | IResolvable | CfnTrainingDataset.DatasetProperty[]training_datatyping.Union[IResolvable, typing.List[typing.Union[IResolvable, DatasetProperty]]]trainingDataIResolvableTrainingDataIResolvableTrainingDatainterface{}required#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.