Interface ICfnSolutionProps

Properties for defining a CfnSolution.

Namespace: Amazon.CDK.AWS.Personalize
Assembly: Amazon.CDK.Lib.dll
Syntax (csharp)
public interface ICfnSolutionProps
Syntax (vb)
Public Interface ICfnSolutionProps
Remarks

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

ExampleMetadata: fixture=_generated

Examples
// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
using Amazon.CDK.AWS.Personalize;

var autoMlConfig;
var hpoConfig;

var cfnSolutionProps = new CfnSolutionProps {
    DatasetGroupArn = "datasetGroupArn",
    Name = "name",

    // the properties below are optional
    EventType = "eventType",
    PerformAutoMl = false,
    PerformHpo = false,
    RecipeArn = "recipeArn",
    SolutionConfig = new SolutionConfigProperty {
        AlgorithmHyperParameters = new Dictionary<string, string> {
            { "algorithmHyperParametersKey", "algorithmHyperParameters" }
        },
        AutoMlConfig = autoMlConfig,
        EventValueThreshold = "eventValueThreshold",
        FeatureTransformationParameters = new Dictionary<string, string> {
            { "featureTransformationParametersKey", "featureTransformationParameters" }
        },
        HpoConfig = hpoConfig
    }
};

Synopsis

Properties

DatasetGroupArn

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

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

The name of the solution.
PerformAutoMl

We don't recommend enabling automated machine learning.
PerformHpo

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

The ARN of the recipe used to create the solution.
SolutionConfig

Describes the configuration properties for the solution.

Properties

DatasetGroupArn

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

string DatasetGroupArn { get; }
Property Value

System.String

Remarks

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

EventType

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

virtual string EventType { get; }
Property Value

System.String

Remarks

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

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

Name

The name of the solution.

string Name { get; }
Property Value

System.String

Remarks

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

PerformAutoMl

We don't recommend enabling automated machine learning.

virtual object PerformAutoMl { get; }
Property Value

System.Object

Remarks

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

PerformHpo

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

virtual object PerformHpo { get; }
Property Value

System.Object

Remarks

The default is false .

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

RecipeArn

The ARN of the recipe used to create the solution.

virtual string RecipeArn { get; }
Property Value

System.String

Remarks

This is required when performAutoML is false.

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

SolutionConfig

Describes the configuration properties for the solution.

virtual object SolutionConfig { get; }
Property Value

System.Object

Remarks

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