interface CfnSolutionMixinProps

Language	Type name
.NET	Amazon.CDK.Mixins.Preview.AWS.Personalize.Mixins.CfnSolutionMixinProps
Go	github.com/aws/aws-cdk-go/awscdkmixinspreview/v2/awspersonalize/mixins#CfnSolutionMixinProps
Java	software.amazon.awscdk.mixins.preview.services.personalize.mixins.CfnSolutionMixinProps
Python	aws_cdk.mixins_preview.aws_personalize.mixins.CfnSolutionMixinProps
TypeScript	@aws-cdk/mixins-preview » aws_personalize » mixins » CfnSolutionMixinProps

Properties for CfnSolutionPropsMixin.

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

Example

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import { mixins as personalize_mixins } from '@aws-cdk/mixins-preview/aws-personalize';

declare const autoMlConfig: any;
declare const hpoConfig: any;
const cfnSolutionMixinProps: personalize_mixins.CfnSolutionMixinProps = {
  datasetGroupArn: 'datasetGroupArn',
  eventType: 'eventType',
  name: 'name',
  performAutoMl: false,
  performHpo: false,
  recipeArn: 'recipeArn',
  solutionConfig: {
    algorithmHyperParameters: {
      algorithmHyperParametersKey: 'algorithmHyperParameters',
    },
    autoMlConfig: autoMlConfig,
    eventValueThreshold: 'eventValueThreshold',
    featureTransformationParameters: {
      featureTransformationParametersKey: 'featureTransformationParameters',
    },
    hpoConfig: hpoConfig,
  },
};

Properties

Name	Type	Description
datasetGroupArn?	string	The Amazon Resource Name (ARN) of the dataset group that provides the training data.
eventType?	string	The event type (for example, 'click' or 'like') that is used for training the model.
name?	string	The name of the solution.
performAutoMl?	boolean | IResolvable	> We don't recommend enabling automated machine learning.
performHpo?	boolean | IResolvable	Whether to perform hyperparameter optimization (HPO) on the chosen recipe.
recipeArn?	string	The ARN of the recipe used to create the solution.
solutionConfig?	IResolvable | SolutionConfigProperty	Describes the configuration properties for the solution.

---

datasetGroupArn?

Type: string (optional)

The Amazon Resource Name (ARN) of the dataset group that provides the training data.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-datasetgrouparn

---

eventType?

Type: string (optional)

The event type (for example, 'click' or 'like') that is used for training the model.

If no eventType is provided, Amazon Personalize uses all interactions for training with equal weight regardless of type.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-eventtype

---

name?

Type: string (optional)

The name of the solution.

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

---

performAutoMl?

Type: boolean | IResolvable (optional)

We don't recommend enabling automated machine learning.

Instead, match your use case to the available Amazon Personalize recipes. For more information, see Determining your use case.

When true, Amazon Personalize performs a search for the best USER_PERSONALIZATION recipe from the list specified in the solution configuration ( recipeArn must not be specified). When false (the default), Amazon Personalize uses recipeArn for training.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-performautoml

---

performHpo?

Type: boolean | IResolvable (optional)

Whether to perform hyperparameter optimization (HPO) on the chosen recipe.

The default is false .

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-performhpo

---

recipeArn?

Type: string (optional)

The ARN of the recipe used to create the solution.

This is required when performAutoML is false.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-recipearn

---

solutionConfig?

Type: IResolvable | SolutionConfigProperty (optional)

Describes the configuration properties for the solution.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-solutionconfig