import * as cdk from "../../core/lib";
import * as constructs from "constructs";
import * as cfn_parse from "../../core/lib/helpers-internal";
import { CampaignReference, DatasetGroupReference, DatasetReference, EventTrackerReference, FilterReference, ICampaignRef, IDatasetGroupRef, IDatasetRef, IEventTrackerRef, IFilterRef, IMetricAttributionRef, ISchemaRef, ISolutionRef, MetricAttributionReference, SchemaReference, SolutionReference } from "../../interfaces/generated/aws-personalize-interfaces.generated";
/**
 * Creates an empty dataset and adds it to the specified dataset group.
 *
 * Use [CreateDatasetImportJob](https://docs.aws.amazon.com/personalize/latest/dg/API_CreateDatasetImportJob.html) to import your training data to a dataset.
 *
 * There are 5 types of datasets:
 *
 * - Item interactions
 * - Items
 * - Users
 * - Action interactions (you can't use CloudFormation to create an Action interactions dataset)
 * - Actions (you can't use CloudFormation to create an Actions dataset)
 *
 * Each dataset type has an associated schema with required field types. Only the `Item interactions` dataset is required in order to train a model (also referred to as creating a solution).
 *
 * A dataset can be in one of the following states:
 *
 * - CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
 * - DELETE PENDING > DELETE IN_PROGRESS
 *
 * To get the status of the dataset, call [DescribeDataset](https://docs.aws.amazon.com/personalize/latest/dg/API_DescribeDataset.html) .
 *
 * **Related APIs** - [CreateDatasetGroup](https://docs.aws.amazon.com/personalize/latest/dg/API_CreateDatasetGroup.html)
 * - [ListDatasets](https://docs.aws.amazon.com/personalize/latest/dg/API_ListDatasets.html)
 * - [DescribeDataset](https://docs.aws.amazon.com/personalize/latest/dg/API_DescribeDataset.html)
 * - [DeleteDataset](https://docs.aws.amazon.com/personalize/latest/dg/API_DeleteDataset.html)
 *
 * @cloudformationResource AWS::Personalize::Dataset
 * @stability external
 * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-dataset.html
 */
export declare class CfnDataset extends cdk.CfnResource implements cdk.IInspectable, IDatasetRef, cdk.ITaggableV2 {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME: string;
    /**
     * Build a CfnDataset from CloudFormation properties
     *
     * A factory method that creates a new instance of this class from an object
     * containing the CloudFormation properties of this resource.
     * Used in the @aws-cdk/cloudformation-include module.
     *
     * @internal
     */
    static _fromCloudFormation(scope: constructs.Construct, id: string, resourceAttributes: any, options: cfn_parse.FromCloudFormationOptions): CfnDataset;
    /**
     * Checks whether the given object is a CfnDataset
     */
    static isCfnDataset(x: any): x is CfnDataset;
    static arnForDataset(resource: IDatasetRef): string;
    /**
     * Tag Manager which manages the tags for this resource
     */
    readonly cdkTagManager: cdk.TagManager;
    /**
     * The Amazon Resource Name (ARN) of the dataset group.
     */
    private _datasetGroupArn;
    /**
     * Describes a job that imports training data from a data source (Amazon S3 bucket) to an Amazon Personalize dataset.
     */
    private _datasetImportJob?;
    /**
     * One of the following values:.
     */
    private _datasetType;
    /**
     * The name of the dataset.
     */
    private _name;
    /**
     * The ARN of the associated schema.
     */
    private _schemaArn;
    /**
     * The tags used to organize, track, or control access for this resource.
     */
    private _tags?;
    protected readonly cfnPropertyNames: Record<string, string>;
    /**
     * Create a new `AWS::Personalize::Dataset`.
     *
     * @param scope Scope in which this resource is defined
     * @param id Construct identifier for this resource (unique in its scope)
     * @param props Resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnDatasetProps);
    get datasetRef(): DatasetReference;
    /**
     * The Amazon Resource Name (ARN) of the dataset group.
     */
    get datasetGroupArn(): string;
    /**
     * The Amazon Resource Name (ARN) of the dataset group.
     */
    set datasetGroupArn(value: string);
    /**
     * Describes a job that imports training data from a data source (Amazon S3 bucket) to an Amazon Personalize dataset.
     */
    get datasetImportJob(): CfnDataset.DatasetImportJobProperty | cdk.IResolvable | undefined;
    /**
     * Describes a job that imports training data from a data source (Amazon S3 bucket) to an Amazon Personalize dataset.
     */
    set datasetImportJob(value: CfnDataset.DatasetImportJobProperty | cdk.IResolvable | undefined);
    /**
     * One of the following values:.
     */
    get datasetType(): string;
    /**
     * One of the following values:.
     */
    set datasetType(value: string);
    /**
     * The name of the dataset.
     */
    get name(): string;
    /**
     * The name of the dataset.
     */
    set name(value: string);
    /**
     * The ARN of the associated schema.
     */
    get schemaArn(): string;
    /**
     * The ARN of the associated schema.
     */
    set schemaArn(value: string);
    /**
     * The tags used to organize, track, or control access for this resource.
     */
    get tags(): Array<cdk.CfnTag> | undefined;
    /**
     * The tags used to organize, track, or control access for this resource.
     */
    set tags(value: Array<cdk.CfnTag> | undefined);
    /**
     * The Amazon Resource Name (ARN) of the dataset.
     *
     * @cloudformationAttribute DatasetArn
     */
    get attrDatasetArn(): string;
    protected get cfnProperties(): Record<string, any>;
    /**
     * Examines the CloudFormation resource and discloses attributes
     *
     * @param inspector tree inspector to collect and process attributes
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected renderProperties(props: Record<string, any>): Record<string, any>;
}
export declare namespace CfnDataset {
    /**
     * Describes a job that imports training data from a data source (Amazon S3 bucket) to an Amazon Personalize dataset.
     *
     * A dataset import job can be in one of the following states:
     *
     * - CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
     *
     * If you specify a dataset import job as part of a dataset, all dataset import job fields are required.
     *
     * @struct
     * @stability external
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-dataset-datasetimportjob.html
     */
    interface DatasetImportJobProperty {
        /**
         * The Amazon Resource Name (ARN) of the dataset that receives the imported data.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-dataset-datasetimportjob.html#cfn-personalize-dataset-datasetimportjob-datasetarn
         */
        readonly datasetArn?: string;
        /**
         * The ARN of the dataset import job.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-dataset-datasetimportjob.html#cfn-personalize-dataset-datasetimportjob-datasetimportjobarn
         */
        readonly datasetImportJobArn?: string;
        /**
         * The Amazon S3 bucket that contains the training data to import.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-dataset-datasetimportjob.html#cfn-personalize-dataset-datasetimportjob-datasource
         */
        readonly dataSource?: any | cdk.IResolvable;
        /**
         * The name of the import job.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-dataset-datasetimportjob.html#cfn-personalize-dataset-datasetimportjob-jobname
         */
        readonly jobName?: string;
        /**
         * The ARN of the IAM role that has permissions to read from the Amazon S3 data source.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-dataset-datasetimportjob.html#cfn-personalize-dataset-datasetimportjob-rolearn
         */
        readonly roleArn?: string;
    }
    /**
     * Describes the data source that contains the data to upload to a dataset, or the list of records to delete from Amazon Personalize.
     *
     * @struct
     * @stability external
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-dataset-datasource.html
     */
    interface DataSourceProperty {
        /**
         * For dataset import jobs, the path to the Amazon S3 bucket where the data that you want to upload to your dataset is stored.
         *
         * For data deletion jobs, the path to the Amazon S3 bucket that stores the list of records to delete.
         *
         * For example:
         *
         * `s3://bucket-name/folder-name/fileName.csv`
         *
         * If your CSV files are in a folder in your Amazon S3 bucket and you want your import job or data deletion job to consider multiple files, you can specify the path to the folder. With a data deletion job, Amazon Personalize uses all files in the folder and any sub folder. Use the following syntax with a `/` after the folder name:
         *
         * `s3://bucket-name/folder-name/`
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-dataset-datasource.html#cfn-personalize-dataset-datasource-datalocation
         */
        readonly dataLocation?: string;
    }
}
/**
 * Properties for defining a `CfnDataset`
 *
 * @struct
 * @stability external
 * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-dataset.html
 */
export interface CfnDatasetProps {
    /**
     * The Amazon Resource Name (ARN) of the dataset group.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-dataset.html#cfn-personalize-dataset-datasetgrouparn
     */
    readonly datasetGroupArn: string;
    /**
     * Describes a job that imports training data from a data source (Amazon S3 bucket) to an Amazon Personalize dataset.
     *
     * If you specify a dataset import job as part of a dataset, all dataset import job fields are required.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-dataset.html#cfn-personalize-dataset-datasetimportjob
     */
    readonly datasetImportJob?: CfnDataset.DatasetImportJobProperty | cdk.IResolvable;
    /**
     * One of the following values:.
     *
     * - Interactions
     * - Items
     * - Users
     *
     * > You can't use CloudFormation to create an Action Interactions or Actions dataset.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-dataset.html#cfn-personalize-dataset-datasettype
     */
    readonly datasetType: string;
    /**
     * The name of the dataset.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-dataset.html#cfn-personalize-dataset-name
     */
    readonly name: string;
    /**
     * The ARN of the associated schema.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-dataset.html#cfn-personalize-dataset-schemaarn
     */
    readonly schemaArn: string;
    /**
     * The tags used to organize, track, or control access for this resource.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-dataset.html#cfn-personalize-dataset-tags
     */
    readonly tags?: Array<cdk.CfnTag>;
}
/**
 * A dataset group is a collection of related datasets (Item interactions, Users, Items, Actions, Action interactions).
 *
 * You create a dataset group by calling [CreateDatasetGroup](https://docs.aws.amazon.com/personalize/latest/dg/API_CreateDatasetGroup.html) . You then create a dataset and add it to a dataset group by calling [CreateDataset](https://docs.aws.amazon.com/personalize/latest/dg/API_CreateDataset.html) . The dataset group is used to create and train a solution by calling [CreateSolution](https://docs.aws.amazon.com/personalize/latest/dg/API_CreateSolution.html) . A dataset group can contain only one of each type of dataset.
 *
 * You can specify an AWS Key Management Service (KMS) key to encrypt the datasets in the group.
 *
 * @cloudformationResource AWS::Personalize::DatasetGroup
 * @stability external
 * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-datasetgroup.html
 */
export declare class CfnDatasetGroup extends cdk.CfnResource implements cdk.IInspectable, IDatasetGroupRef, cdk.ITaggableV2 {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME: string;
    /**
     * Build a CfnDatasetGroup from CloudFormation properties
     *
     * A factory method that creates a new instance of this class from an object
     * containing the CloudFormation properties of this resource.
     * Used in the @aws-cdk/cloudformation-include module.
     *
     * @internal
     */
    static _fromCloudFormation(scope: constructs.Construct, id: string, resourceAttributes: any, options: cfn_parse.FromCloudFormationOptions): CfnDatasetGroup;
    /**
     * Checks whether the given object is a CfnDatasetGroup
     */
    static isCfnDatasetGroup(x: any): x is CfnDatasetGroup;
    static arnForDatasetGroup(resource: IDatasetGroupRef): string;
    /**
     * Tag Manager which manages the tags for this resource
     */
    readonly cdkTagManager: cdk.TagManager;
    /**
     * The domain of a Domain dataset group.
     */
    private _domain?;
    /**
     * The Amazon Resource Name (ARN) of the AWS Key Management Service (KMS) key used to encrypt the datasets.
     */
    private _kmsKeyArn?;
    /**
     * The name of the dataset group.
     */
    private _name;
    /**
     * The ARN of the AWS Identity and Access Management (IAM) role that has permissions to access the AWS Key Management Service (KMS) key.
     */
    private _roleArn?;
    /**
     * The tags used to organize, track, or control access for this resource.
     */
    private _tags?;
    protected readonly cfnPropertyNames: Record<string, string>;
    /**
     * Create a new `AWS::Personalize::DatasetGroup`.
     *
     * @param scope Scope in which this resource is defined
     * @param id Construct identifier for this resource (unique in its scope)
     * @param props Resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnDatasetGroupProps);
    get datasetGroupRef(): DatasetGroupReference;
    /**
     * The domain of a Domain dataset group.
     */
    get domain(): string | undefined;
    /**
     * The domain of a Domain dataset group.
     */
    set domain(value: string | undefined);
    /**
     * The Amazon Resource Name (ARN) of the AWS Key Management Service (KMS) key used to encrypt the datasets.
     */
    get kmsKeyArn(): string | undefined;
    /**
     * The Amazon Resource Name (ARN) of the AWS Key Management Service (KMS) key used to encrypt the datasets.
     */
    set kmsKeyArn(value: string | undefined);
    /**
     * The name of the dataset group.
     */
    get name(): string;
    /**
     * The name of the dataset group.
     */
    set name(value: string);
    /**
     * The ARN of the AWS Identity and Access Management (IAM) role that has permissions to access the AWS Key Management Service (KMS) key.
     */
    get roleArn(): string | undefined;
    /**
     * The ARN of the AWS Identity and Access Management (IAM) role that has permissions to access the AWS Key Management Service (KMS) key.
     */
    set roleArn(value: string | undefined);
    /**
     * The tags used to organize, track, or control access for this resource.
     */
    get tags(): Array<cdk.CfnTag> | undefined;
    /**
     * The tags used to organize, track, or control access for this resource.
     */
    set tags(value: Array<cdk.CfnTag> | undefined);
    /**
     * The Amazon Resource Name (ARN) of the dataset group.
     *
     * @cloudformationAttribute DatasetGroupArn
     */
    get attrDatasetGroupArn(): string;
    protected get cfnProperties(): Record<string, any>;
    /**
     * Examines the CloudFormation resource and discloses attributes
     *
     * @param inspector tree inspector to collect and process attributes
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected renderProperties(props: Record<string, any>): Record<string, any>;
}
/**
 * Properties for defining a `CfnDatasetGroup`
 *
 * @struct
 * @stability external
 * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-datasetgroup.html
 */
export interface CfnDatasetGroupProps {
    /**
     * The domain of a Domain dataset group.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-datasetgroup.html#cfn-personalize-datasetgroup-domain
     */
    readonly domain?: string;
    /**
     * The Amazon Resource Name (ARN) of the AWS Key Management Service (KMS) key used to encrypt the datasets.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-datasetgroup.html#cfn-personalize-datasetgroup-kmskeyarn
     */
    readonly kmsKeyArn?: string;
    /**
     * The name of the dataset group.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-datasetgroup.html#cfn-personalize-datasetgroup-name
     */
    readonly name: string;
    /**
     * The ARN of the AWS Identity and Access Management (IAM) role that has permissions to access the AWS Key Management Service (KMS) key.
     *
     * Supplying an IAM role is only valid when also specifying a KMS key.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-datasetgroup.html#cfn-personalize-datasetgroup-rolearn
     */
    readonly roleArn?: string;
    /**
     * The tags used to organize, track, or control access for this resource.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-datasetgroup.html#cfn-personalize-datasetgroup-tags
     */
    readonly tags?: Array<cdk.CfnTag>;
}
/**
 * Creates an Amazon Personalize schema from the specified schema string.
 *
 * The schema you create must be in Avro JSON format.
 *
 * Amazon Personalize recognizes three schema variants. Each schema is associated with a dataset type and has a set of required field and keywords. If you are creating a schema for a dataset in a Domain dataset group, you provide the domain of the Domain dataset group. You specify a schema when you call [CreateDataset](https://docs.aws.amazon.com/personalize/latest/dg/API_CreateDataset.html) .
 *
 * For more information on schemas, see [Datasets and schemas](https://docs.aws.amazon.com/personalize/latest/dg/how-it-works-dataset-schema.html) .
 *
 * **Related APIs** - [ListSchemas](https://docs.aws.amazon.com/personalize/latest/dg/API_ListSchemas.html)
 * - [DescribeSchema](https://docs.aws.amazon.com/personalize/latest/dg/API_DescribeSchema.html)
 * - [DeleteSchema](https://docs.aws.amazon.com/personalize/latest/dg/API_DeleteSchema.html)
 *
 * @cloudformationResource AWS::Personalize::Schema
 * @stability external
 * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-schema.html
 */
export declare class CfnSchema extends cdk.CfnResource implements cdk.IInspectable, ISchemaRef, cdk.ITaggableV2 {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME: string;
    /**
     * Build a CfnSchema from CloudFormation properties
     *
     * A factory method that creates a new instance of this class from an object
     * containing the CloudFormation properties of this resource.
     * Used in the @aws-cdk/cloudformation-include module.
     *
     * @internal
     */
    static _fromCloudFormation(scope: constructs.Construct, id: string, resourceAttributes: any, options: cfn_parse.FromCloudFormationOptions): CfnSchema;
    /**
     * Checks whether the given object is a CfnSchema
     */
    static isCfnSchema(x: any): x is CfnSchema;
    static arnForSchema(resource: ISchemaRef): string;
    /**
     * Tag Manager which manages the tags for this resource
     */
    readonly cdkTagManager: cdk.TagManager;
    /**
     * The domain of a schema that you created for a dataset in a Domain dataset group.
     */
    private _domain?;
    /**
     * The name of the schema.
     */
    private _name;
    /**
     * The schema.
     */
    private _schema;
    /**
     * The tags used to organize, track, or control access for this resource.
     */
    private _tags?;
    protected readonly cfnPropertyNames: Record<string, string>;
    /**
     * Create a new `AWS::Personalize::Schema`.
     *
     * @param scope Scope in which this resource is defined
     * @param id Construct identifier for this resource (unique in its scope)
     * @param props Resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnSchemaProps);
    get schemaRef(): SchemaReference;
    /**
     * The domain of a schema that you created for a dataset in a Domain dataset group.
     */
    get domain(): string | undefined;
    /**
     * The domain of a schema that you created for a dataset in a Domain dataset group.
     */
    set domain(value: string | undefined);
    /**
     * The name of the schema.
     */
    get name(): string;
    /**
     * The name of the schema.
     */
    set name(value: string);
    /**
     * The schema.
     */
    get schema(): string;
    /**
     * The schema.
     */
    set schema(value: string);
    /**
     * The tags used to organize, track, or control access for this resource.
     */
    get tags(): Array<cdk.CfnTag> | undefined;
    /**
     * The tags used to organize, track, or control access for this resource.
     */
    set tags(value: Array<cdk.CfnTag> | undefined);
    /**
     * The Amazon Resource Name (ARN) of the schema.
     *
     * @cloudformationAttribute SchemaArn
     */
    get attrSchemaArn(): string;
    protected get cfnProperties(): Record<string, any>;
    /**
     * Examines the CloudFormation resource and discloses attributes
     *
     * @param inspector tree inspector to collect and process attributes
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected renderProperties(props: Record<string, any>): Record<string, any>;
}
/**
 * Properties for defining a `CfnSchema`
 *
 * @struct
 * @stability external
 * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-schema.html
 */
export interface CfnSchemaProps {
    /**
     * The domain of a schema that you created for a dataset in a Domain dataset group.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-schema.html#cfn-personalize-schema-domain
     */
    readonly domain?: string;
    /**
     * The name of the schema.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-schema.html#cfn-personalize-schema-name
     */
    readonly name: string;
    /**
     * The schema.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-schema.html#cfn-personalize-schema-schema
     */
    readonly schema: string;
    /**
     * The tags used to organize, track, or control access for this resource.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-schema.html#cfn-personalize-schema-tags
     */
    readonly tags?: Array<cdk.CfnTag>;
}
/**
 * > By default, all new solutions use automatic training.
 *
 * With automatic training, you incur training costs while your solution is active. To avoid unnecessary costs, when you are finished you can [update the solution](https://docs.aws.amazon.com/personalize/latest/dg/API_UpdateSolution.html) to turn off automatic training. For information about training costs, see [Amazon Personalize pricing](https://docs.aws.amazon.com/https://aws.amazon.com/personalize/pricing/) .
 *
 * An object that provides information about a solution. A solution includes the custom recipe, customized parameters, and trained models (Solution Versions) that Amazon Personalize uses to generate recommendations.
 *
 * After you create a solution, you can’t change its configuration. If you need to make changes, you can [clone the solution](https://docs.aws.amazon.com/personalize/latest/dg/cloning-solution.html) with the Amazon Personalize console or create a new one.
 *
 * @cloudformationResource AWS::Personalize::Solution
 * @stability external
 * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html
 */
export declare class CfnSolution extends cdk.CfnResource implements cdk.IInspectable, ISolutionRef, cdk.ITaggableV2 {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME: string;
    /**
     * Build a CfnSolution from CloudFormation properties
     *
     * A factory method that creates a new instance of this class from an object
     * containing the CloudFormation properties of this resource.
     * Used in the @aws-cdk/cloudformation-include module.
     *
     * @internal
     */
    static _fromCloudFormation(scope: constructs.Construct, id: string, resourceAttributes: any, options: cfn_parse.FromCloudFormationOptions): CfnSolution;
    /**
     * Checks whether the given object is a CfnSolution
     */
    static isCfnSolution(x: any): x is CfnSolution;
    static arnForSolution(resource: ISolutionRef): string;
    /**
     * Tag Manager which manages the tags for this resource
     */
    readonly cdkTagManager: cdk.TagManager;
    /**
     * The Amazon Resource Name (ARN) of the dataset group that provides the training data.
     */
    private _datasetGroupArn;
    /**
     * The event type (for example, 'click' or 'like') that is used for training the model.
     */
    private _eventType?;
    /**
     * The name of the solution.
     */
    private _name;
    /**
     * > We don't recommend enabling automated machine learning.
     */
    private _performAutoMl?;
    /**
     * Whether to perform hyperparameter optimization (HPO) on the chosen recipe.
     */
    private _performHpo?;
    /**
     * The ARN of the recipe used to create the solution.
     */
    private _recipeArn?;
    /**
     * Describes the configuration properties for the solution.
     */
    private _solutionConfig?;
    /**
     * The tags used to organize, track, or control access for this resource.
     */
    private _tags?;
    protected readonly cfnPropertyNames: Record<string, string>;
    /**
     * Create a new `AWS::Personalize::Solution`.
     *
     * @param scope Scope in which this resource is defined
     * @param id Construct identifier for this resource (unique in its scope)
     * @param props Resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnSolutionProps);
    get solutionRef(): SolutionReference;
    /**
     * The Amazon Resource Name (ARN) of the dataset group that provides the training data.
     */
    get datasetGroupArn(): string;
    /**
     * The Amazon Resource Name (ARN) of the dataset group that provides the training data.
     */
    set datasetGroupArn(value: string);
    /**
     * The event type (for example, 'click' or 'like') that is used for training the model.
     */
    get eventType(): string | undefined;
    /**
     * The event type (for example, 'click' or 'like') that is used for training the model.
     */
    set eventType(value: string | undefined);
    /**
     * The name of the solution.
     */
    get name(): string;
    /**
     * The name of the solution.
     */
    set name(value: string);
    /**
     * > We don't recommend enabling automated machine learning.
     */
    get performAutoMl(): boolean | cdk.IResolvable | undefined;
    /**
     * > We don't recommend enabling automated machine learning.
     */
    set performAutoMl(value: boolean | cdk.IResolvable | undefined);
    /**
     * Whether to perform hyperparameter optimization (HPO) on the chosen recipe.
     */
    get performHpo(): boolean | cdk.IResolvable | undefined;
    /**
     * Whether to perform hyperparameter optimization (HPO) on the chosen recipe.
     */
    set performHpo(value: boolean | cdk.IResolvable | undefined);
    /**
     * The ARN of the recipe used to create the solution.
     */
    get recipeArn(): string | undefined;
    /**
     * The ARN of the recipe used to create the solution.
     */
    set recipeArn(value: string | undefined);
    /**
     * Describes the configuration properties for the solution.
     */
    get solutionConfig(): cdk.IResolvable | CfnSolution.SolutionConfigProperty | undefined;
    /**
     * Describes the configuration properties for the solution.
     */
    set solutionConfig(value: cdk.IResolvable | CfnSolution.SolutionConfigProperty | undefined);
    /**
     * The tags used to organize, track, or control access for this resource.
     */
    get tags(): Array<cdk.CfnTag> | undefined;
    /**
     * The tags used to organize, track, or control access for this resource.
     */
    set tags(value: Array<cdk.CfnTag> | undefined);
    /**
     * The Amazon Resource Name (ARN) of the solution.
     *
     * @cloudformationAttribute SolutionArn
     */
    get attrSolutionArn(): string;
    protected get cfnProperties(): Record<string, any>;
    /**
     * Examines the CloudFormation resource and discloses attributes
     *
     * @param inspector tree inspector to collect and process attributes
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected renderProperties(props: Record<string, any>): Record<string, any>;
}
export declare namespace CfnSolution {
    /**
     * Describes the configuration properties for the solution.
     *
     * @struct
     * @stability external
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-solutionconfig.html
     */
    interface SolutionConfigProperty {
        /**
         * Lists the algorithm hyperparameters and their values.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-solutionconfig.html#cfn-personalize-solution-solutionconfig-algorithmhyperparameters
         */
        readonly algorithmHyperParameters?: cdk.IResolvable | Record<string, string>;
        /**
         * The [AutoMLConfig](https://docs.aws.amazon.com/personalize/latest/dg/API_AutoMLConfig.html) object containing a list of recipes to search when AutoML is performed.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-solutionconfig.html#cfn-personalize-solution-solutionconfig-automlconfig
         */
        readonly autoMlConfig?: any | cdk.IResolvable;
        /**
         * Only events with a value greater than or equal to this threshold are used for training a model.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-solutionconfig.html#cfn-personalize-solution-solutionconfig-eventvaluethreshold
         */
        readonly eventValueThreshold?: string;
        /**
         * Lists the feature transformation parameters.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-solutionconfig.html#cfn-personalize-solution-solutionconfig-featuretransformationparameters
         */
        readonly featureTransformationParameters?: cdk.IResolvable | Record<string, string>;
        /**
         * Describes the properties for hyperparameter optimization (HPO).
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-solutionconfig.html#cfn-personalize-solution-solutionconfig-hpoconfig
         */
        readonly hpoConfig?: any | cdk.IResolvable;
    }
    /**
     * Specifies the hyperparameters and their ranges.
     *
     * Hyperparameters can be categorical, continuous, or integer-valued.
     *
     * @struct
     * @stability external
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-algorithmhyperparameterranges.html
     */
    interface AlgorithmHyperParameterRangesProperty {
        /**
         * Provides the name and range of a categorical hyperparameter.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-algorithmhyperparameterranges.html#cfn-personalize-solution-algorithmhyperparameterranges-categoricalhyperparameterranges
         */
        readonly categoricalHyperParameterRanges?: Array<CfnSolution.CategoricalHyperParameterRangeProperty | cdk.IResolvable> | cdk.IResolvable;
        /**
         * Provides the name and range of a continuous hyperparameter.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-algorithmhyperparameterranges.html#cfn-personalize-solution-algorithmhyperparameterranges-continuoushyperparameterranges
         */
        readonly continuousHyperParameterRanges?: Array<CfnSolution.ContinuousHyperParameterRangeProperty | cdk.IResolvable> | cdk.IResolvable;
        /**
         * Provides the name and range of an integer-valued hyperparameter.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-algorithmhyperparameterranges.html#cfn-personalize-solution-algorithmhyperparameterranges-integerhyperparameterranges
         */
        readonly integerHyperParameterRanges?: Array<CfnSolution.IntegerHyperParameterRangeProperty | cdk.IResolvable> | cdk.IResolvable;
    }
    /**
     * Provides the name and range of an integer-valued hyperparameter.
     *
     * @struct
     * @stability external
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-integerhyperparameterrange.html
     */
    interface IntegerHyperParameterRangeProperty {
        /**
         * The maximum allowable value for the hyperparameter.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-integerhyperparameterrange.html#cfn-personalize-solution-integerhyperparameterrange-maxvalue
         */
        readonly maxValue?: number;
        /**
         * The minimum allowable value for the hyperparameter.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-integerhyperparameterrange.html#cfn-personalize-solution-integerhyperparameterrange-minvalue
         */
        readonly minValue?: number;
        /**
         * The name of the hyperparameter.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-integerhyperparameterrange.html#cfn-personalize-solution-integerhyperparameterrange-name
         */
        readonly name?: string;
    }
    /**
     * Provides the name and range of a categorical hyperparameter.
     *
     * @struct
     * @stability external
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-categoricalhyperparameterrange.html
     */
    interface CategoricalHyperParameterRangeProperty {
        /**
         * The name of the hyperparameter.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-categoricalhyperparameterrange.html#cfn-personalize-solution-categoricalhyperparameterrange-name
         */
        readonly name?: string;
        /**
         * A list of the categories for the hyperparameter.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-categoricalhyperparameterrange.html#cfn-personalize-solution-categoricalhyperparameterrange-values
         */
        readonly values?: Array<string>;
    }
    /**
     * Provides the name and range of a continuous hyperparameter.
     *
     * @struct
     * @stability external
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-continuoushyperparameterrange.html
     */
    interface ContinuousHyperParameterRangeProperty {
        /**
         * The maximum allowable value for the hyperparameter.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-continuoushyperparameterrange.html#cfn-personalize-solution-continuoushyperparameterrange-maxvalue
         */
        readonly maxValue?: number;
        /**
         * The minimum allowable value for the hyperparameter.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-continuoushyperparameterrange.html#cfn-personalize-solution-continuoushyperparameterrange-minvalue
         */
        readonly minValue?: number;
        /**
         * The name of the hyperparameter.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-continuoushyperparameterrange.html#cfn-personalize-solution-continuoushyperparameterrange-name
         */
        readonly name?: string;
    }
    /**
     * When the solution performs AutoML ( `performAutoML` is true in [CreateSolution](https://docs.aws.amazon.com/personalize/latest/dg/API_CreateSolution.html) ), Amazon Personalize determines which recipe, from the specified list, optimizes the given metric. Amazon Personalize then uses that recipe for the solution.
     *
     * @struct
     * @stability external
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-automlconfig.html
     */
    interface AutoMLConfigProperty {
        /**
         * The metric to optimize.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-automlconfig.html#cfn-personalize-solution-automlconfig-metricname
         */
        readonly metricName?: string;
        /**
         * The list of candidate recipes.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-automlconfig.html#cfn-personalize-solution-automlconfig-recipelist
         */
        readonly recipeList?: Array<string>;
    }
    /**
     * Describes the properties for hyperparameter optimization (HPO).
     *
     * @struct
     * @stability external
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hpoconfig.html
     */
    interface HpoConfigProperty {
        /**
         * The hyperparameters and their allowable ranges.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hpoconfig.html#cfn-personalize-solution-hpoconfig-algorithmhyperparameterranges
         */
        readonly algorithmHyperParameterRanges?: CfnSolution.AlgorithmHyperParameterRangesProperty | cdk.IResolvable;
        /**
         * The metric to optimize during HPO.
         *
         * > Amazon Personalize doesn't support configuring the `hpoObjective` at this time.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hpoconfig.html#cfn-personalize-solution-hpoconfig-hpoobjective
         */
        readonly hpoObjective?: CfnSolution.HpoObjectiveProperty | cdk.IResolvable;
        /**
         * Describes the resource configuration for HPO.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hpoconfig.html#cfn-personalize-solution-hpoconfig-hporesourceconfig
         */
        readonly hpoResourceConfig?: CfnSolution.HpoResourceConfigProperty | cdk.IResolvable;
    }
    /**
     * Describes the resource configuration for hyperparameter optimization (HPO).
     *
     * @struct
     * @stability external
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hporesourceconfig.html
     */
    interface HpoResourceConfigProperty {
        /**
         * The maximum number of training jobs when you create a solution version.
         *
         * The maximum value for `maxNumberOfTrainingJobs` is `40` .
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hporesourceconfig.html#cfn-personalize-solution-hporesourceconfig-maxnumberoftrainingjobs
         */
        readonly maxNumberOfTrainingJobs?: string;
        /**
         * The maximum number of parallel training jobs when you create a solution version.
         *
         * The maximum value for `maxParallelTrainingJobs` is `10` .
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hporesourceconfig.html#cfn-personalize-solution-hporesourceconfig-maxparalleltrainingjobs
         */
        readonly maxParallelTrainingJobs?: string;
    }
    /**
     * The metric to optimize during hyperparameter optimization (HPO).
     *
     * > Amazon Personalize doesn't support configuring the `hpoObjective` at this time.
     *
     * @struct
     * @stability external
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hpoobjective.html
     */
    interface HpoObjectiveProperty {
        /**
         * The name of the metric.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hpoobjective.html#cfn-personalize-solution-hpoobjective-metricname
         */
        readonly metricName?: string;
        /**
         * A regular expression for finding the metric in the training job logs.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hpoobjective.html#cfn-personalize-solution-hpoobjective-metricregex
         */
        readonly metricRegex?: string;
        /**
         * The type of the metric.
         *
         * Valid values are `Maximize` and `Minimize` .
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hpoobjective.html#cfn-personalize-solution-hpoobjective-type
         */
        readonly type?: string;
    }
}
/**
 * Properties for defining a `CfnSolution`
 *
 * @struct
 * @stability external
 * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html
 */
export interface CfnSolutionProps {
    /**
     * The Amazon Resource Name (ARN) of the dataset group that provides the training data.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-datasetgrouparn
     */
    readonly datasetGroupArn: string;
    /**
     * 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 http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-eventtype
     */
    readonly eventType?: string;
    /**
     * The name of the solution.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-name
     */
    readonly name: string;
    /**
     * > 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.](https://docs.aws.amazon.com/personalize/latest/dg/determining-use-case.html)
     *
     * 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
     */
    readonly performAutoMl?: boolean | cdk.IResolvable;
    /**
     * Whether to perform hyperparameter optimization (HPO) on the chosen recipe.
     *
     * The default is `false` .
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-performhpo
     */
    readonly performHpo?: boolean | cdk.IResolvable;
    /**
     * The ARN of the recipe used to create the solution.
     *
     * 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
     */
    readonly recipeArn?: string;
    /**
     * Describes the configuration properties for the solution.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-solutionconfig
     */
    readonly solutionConfig?: cdk.IResolvable | CfnSolution.SolutionConfigProperty;
    /**
     * The tags used to organize, track, or control access for this resource.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-tags
     */
    readonly tags?: Array<cdk.CfnTag>;
}
/**
 * A deployment of a solution version that provides real-time recommendations.
 *
 * @cloudformationResource AWS::Personalize::Campaign
 * @stability external
 * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-campaign.html
 */
export declare class CfnCampaign extends cdk.CfnResource implements cdk.IInspectable, ICampaignRef, cdk.ITaggableV2 {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME: string;
    /**
     * Build a CfnCampaign from CloudFormation properties
     *
     * A factory method that creates a new instance of this class from an object
     * containing the CloudFormation properties of this resource.
     * Used in the @aws-cdk/cloudformation-include module.
     *
     * @internal
     */
    static _fromCloudFormation(scope: constructs.Construct, id: string, resourceAttributes: any, options: cfn_parse.FromCloudFormationOptions): CfnCampaign;
    /**
     * Checks whether the given object is a CfnCampaign
     */
    static isCfnCampaign(x: any): x is CfnCampaign;
    static arnForCampaign(resource: ICampaignRef): string;
    /**
     * The configuration details of a campaign.
     */
    private _campaignConfig?;
    /**
     * Tag Manager which manages the tags for this resource
     */
    readonly cdkTagManager: cdk.TagManager;
    /**
     * Specifies the requested minimum provisioned transactions per second.
     */
    private _minProvisionedTps?;
    /**
     * The name of the campaign.
     */
    private _name;
    /**
     * The ARN of the solution version to deploy.
     */
    private _solutionVersionArn;
    /**
     * Tags to associate with the campaign.
     */
    private _tags?;
    protected readonly cfnPropertyNames: Record<string, string>;
    /**
     * Create a new `AWS::Personalize::Campaign`.
     *
     * @param scope Scope in which this resource is defined
     * @param id Construct identifier for this resource (unique in its scope)
     * @param props Resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnCampaignProps);
    get campaignRef(): CampaignReference;
    /**
     * The configuration details of a campaign.
     */
    get campaignConfig(): CfnCampaign.CampaignConfigProperty | cdk.IResolvable | undefined;
    /**
     * The configuration details of a campaign.
     */
    set campaignConfig(value: CfnCampaign.CampaignConfigProperty | cdk.IResolvable | undefined);
    /**
     * Specifies the requested minimum provisioned transactions per second.
     */
    get minProvisionedTps(): number | undefined;
    /**
     * Specifies the requested minimum provisioned transactions per second.
     */
    set minProvisionedTps(value: number | undefined);
    /**
     * The name of the campaign.
     */
    get name(): string;
    /**
     * The name of the campaign.
     */
    set name(value: string);
    /**
     * The ARN of the solution version to deploy.
     */
    get solutionVersionArn(): string;
    /**
     * The ARN of the solution version to deploy.
     */
    set solutionVersionArn(value: string);
    /**
     * Tags to associate with the campaign.
     */
    get tags(): Array<cdk.CfnTag> | undefined;
    /**
     * Tags to associate with the campaign.
     */
    set tags(value: Array<cdk.CfnTag> | undefined);
    /**
     * The ARN of the campaign.
     *
     * @cloudformationAttribute CampaignArn
     */
    get attrCampaignArn(): string;
    /**
     * The time at which the campaign was created.
     *
     * @cloudformationAttribute CreationDateTime
     */
    get attrCreationDateTime(): string;
    /**
     * The time at which the campaign was last updated.
     *
     * @cloudformationAttribute LastUpdatedDateTime
     */
    get attrLastUpdatedDateTime(): string;
    /**
     * The status of the campaign.
     *
     * @cloudformationAttribute Status
     */
    get attrStatus(): string;
    protected get cfnProperties(): Record<string, any>;
    /**
     * Examines the CloudFormation resource and discloses attributes
     *
     * @param inspector tree inspector to collect and process attributes
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected renderProperties(props: Record<string, any>): Record<string, any>;
}
export declare namespace CfnCampaign {
    /**
     * The configuration details of a campaign.
     *
     * @struct
     * @stability external
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-campaign-campaignconfig.html
     */
    interface CampaignConfigProperty {
        /**
         * Whether metadata with recommendations is enabled for the campaign.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-campaign-campaignconfig.html#cfn-personalize-campaign-campaignconfig-enablemetadatawithrecommendations
         */
        readonly enableMetadataWithRecommendations?: boolean | cdk.IResolvable;
        /**
         * Specifies the exploration configuration hyperparameters.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-campaign-campaignconfig.html#cfn-personalize-campaign-campaignconfig-itemexplorationconfig
         */
        readonly itemExplorationConfig?: cdk.IResolvable | Record<string, string>;
        /**
         * A map of ranking influence values for POPULARITY and FRESHNESS.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-campaign-campaignconfig.html#cfn-personalize-campaign-campaignconfig-rankinginfluence
         */
        readonly rankingInfluence?: cdk.IResolvable | Record<string, number>;
        /**
         * Whether the campaign automatically updates to use the latest solution version.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-campaign-campaignconfig.html#cfn-personalize-campaign-campaignconfig-syncwithlatestsolutionversion
         */
        readonly syncWithLatestSolutionVersion?: boolean | cdk.IResolvable;
    }
}
/**
 * Properties for defining a `CfnCampaign`
 *
 * @struct
 * @stability external
 * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-campaign.html
 */
export interface CfnCampaignProps {
    /**
     * The configuration details of a campaign.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-campaign.html#cfn-personalize-campaign-campaignconfig
     */
    readonly campaignConfig?: CfnCampaign.CampaignConfigProperty | cdk.IResolvable;
    /**
     * Specifies the requested minimum provisioned transactions per second.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-campaign.html#cfn-personalize-campaign-minprovisionedtps
     */
    readonly minProvisionedTps?: number;
    /**
     * The name of the campaign.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-campaign.html#cfn-personalize-campaign-name
     */
    readonly name: string;
    /**
     * The ARN of the solution version to deploy.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-campaign.html#cfn-personalize-campaign-solutionversionarn
     */
    readonly solutionVersionArn: string;
    /**
     * Tags to associate with the campaign.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-campaign.html#cfn-personalize-campaign-tags
     */
    readonly tags?: Array<cdk.CfnTag>;
}
/**
 * Resource schema for AWS::Personalize::EventTracker.
 *
 * @cloudformationResource AWS::Personalize::EventTracker
 * @stability external
 * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-eventtracker.html
 */
export declare class CfnEventTracker extends cdk.CfnResource implements cdk.IInspectable, IEventTrackerRef, cdk.ITaggableV2 {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME: string;
    /**
     * Build a CfnEventTracker from CloudFormation properties
     *
     * A factory method that creates a new instance of this class from an object
     * containing the CloudFormation properties of this resource.
     * Used in the @aws-cdk/cloudformation-include module.
     *
     * @internal
     */
    static _fromCloudFormation(scope: constructs.Construct, id: string, resourceAttributes: any, options: cfn_parse.FromCloudFormationOptions): CfnEventTracker;
    /**
     * Checks whether the given object is a CfnEventTracker
     */
    static isCfnEventTracker(x: any): x is CfnEventTracker;
    static arnForEventTracker(resource: IEventTrackerRef): string;
    /**
     * Tag Manager which manages the tags for this resource
     */
    readonly cdkTagManager: cdk.TagManager;
    /**
     * The Amazon Resource Name (ARN) of the dataset group that receives the event data.
     */
    private _datasetGroupArn;
    /**
     * The name for the event tracker.
     */
    private _name;
    /**
     * A list of tags to apply to the event tracker.
     */
    private _tags?;
    protected readonly cfnPropertyNames: Record<string, string>;
    /**
     * Create a new `AWS::Personalize::EventTracker`.
     *
     * @param scope Scope in which this resource is defined
     * @param id Construct identifier for this resource (unique in its scope)
     * @param props Resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnEventTrackerProps);
    get eventTrackerRef(): EventTrackerReference;
    /**
     * The Amazon Resource Name (ARN) of the dataset group that receives the event data.
     */
    get datasetGroupArn(): string;
    /**
     * The Amazon Resource Name (ARN) of the dataset group that receives the event data.
     */
    set datasetGroupArn(value: string);
    /**
     * The name for the event tracker.
     */
    get name(): string;
    /**
     * The name for the event tracker.
     */
    set name(value: string);
    /**
     * A list of tags to apply to the event tracker.
     */
    get tags(): Array<cdk.CfnTag> | undefined;
    /**
     * A list of tags to apply to the event tracker.
     */
    set tags(value: Array<cdk.CfnTag> | undefined);
    /**
     * The Amazon Resource Name (ARN) of the event tracker.
     *
     * @cloudformationAttribute EventTrackerArn
     */
    get attrEventTrackerArn(): string;
    /**
     * The ID of the event tracker. Include this ID in requests to the PutEvents API.
     *
     * @cloudformationAttribute TrackingId
     */
    get attrTrackingId(): string;
    protected get cfnProperties(): Record<string, any>;
    /**
     * Examines the CloudFormation resource and discloses attributes
     *
     * @param inspector tree inspector to collect and process attributes
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected renderProperties(props: Record<string, any>): Record<string, any>;
}
/**
 * Properties for defining a `CfnEventTracker`
 *
 * @struct
 * @stability external
 * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-eventtracker.html
 */
export interface CfnEventTrackerProps {
    /**
     * The Amazon Resource Name (ARN) of the dataset group that receives the event data.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-eventtracker.html#cfn-personalize-eventtracker-datasetgrouparn
     */
    readonly datasetGroupArn: string;
    /**
     * The name for the event tracker.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-eventtracker.html#cfn-personalize-eventtracker-name
     */
    readonly name: string;
    /**
     * A list of tags to apply to the event tracker.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-eventtracker.html#cfn-personalize-eventtracker-tags
     */
    readonly tags?: Array<cdk.CfnTag>;
}
/**
 * A recommendation filter that defines which items are included or excluded from recommendations.
 *
 * @cloudformationResource AWS::Personalize::Filter
 * @stability external
 * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-filter.html
 */
export declare class CfnFilter extends cdk.CfnResource implements cdk.IInspectable, IFilterRef, cdk.ITaggableV2 {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME: string;
    /**
     * Build a CfnFilter from CloudFormation properties
     *
     * A factory method that creates a new instance of this class from an object
     * containing the CloudFormation properties of this resource.
     * Used in the @aws-cdk/cloudformation-include module.
     *
     * @internal
     */
    static _fromCloudFormation(scope: constructs.Construct, id: string, resourceAttributes: any, options: cfn_parse.FromCloudFormationOptions): CfnFilter;
    /**
     * Checks whether the given object is a CfnFilter
     */
    static isCfnFilter(x: any): x is CfnFilter;
    static arnForFilter(resource: IFilterRef): string;
    /**
     * Tag Manager which manages the tags for this resource
     */
    readonly cdkTagManager: cdk.TagManager;
    /**
     * The ARN of the dataset group that the filter belongs to.
     */
    private _datasetGroupArn;
    /**
     * The filter expression that defines which items are included or excluded from recommendations.
     */
    private _filterExpression;
    /**
     * The name of the filter.
     */
    private _name;
    /**
     * Tags to associate with the filter.
     */
    private _tags?;
    protected readonly cfnPropertyNames: Record<string, string>;
    /**
     * Create a new `AWS::Personalize::Filter`.
     *
     * @param scope Scope in which this resource is defined
     * @param id Construct identifier for this resource (unique in its scope)
     * @param props Resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnFilterProps);
    get filterRef(): FilterReference;
    /**
     * The ARN of the dataset group that the filter belongs to.
     */
    get datasetGroupArn(): string;
    /**
     * The ARN of the dataset group that the filter belongs to.
     */
    set datasetGroupArn(value: string);
    /**
     * The filter expression that defines which items are included or excluded from recommendations.
     */
    get filterExpression(): string;
    /**
     * The filter expression that defines which items are included or excluded from recommendations.
     */
    set filterExpression(value: string);
    /**
     * The name of the filter.
     */
    get name(): string;
    /**
     * The name of the filter.
     */
    set name(value: string);
    /**
     * Tags to associate with the filter.
     */
    get tags(): Array<cdk.CfnTag> | undefined;
    /**
     * Tags to associate with the filter.
     */
    set tags(value: Array<cdk.CfnTag> | undefined);
    /**
     * The time at which the filter was created.
     *
     * @cloudformationAttribute CreationDateTime
     */
    get attrCreationDateTime(): string;
    /**
     * The ARN of the filter.
     *
     * @cloudformationAttribute FilterArn
     */
    get attrFilterArn(): string;
    /**
     * The time at which the filter was last updated.
     *
     * @cloudformationAttribute LastUpdatedDateTime
     */
    get attrLastUpdatedDateTime(): string;
    /**
     * The status of the filter.
     *
     * @cloudformationAttribute Status
     */
    get attrStatus(): string;
    protected get cfnProperties(): Record<string, any>;
    /**
     * Examines the CloudFormation resource and discloses attributes
     *
     * @param inspector tree inspector to collect and process attributes
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected renderProperties(props: Record<string, any>): Record<string, any>;
}
/**
 * Properties for defining a `CfnFilter`
 *
 * @struct
 * @stability external
 * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-filter.html
 */
export interface CfnFilterProps {
    /**
     * The ARN of the dataset group that the filter belongs to.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-filter.html#cfn-personalize-filter-datasetgrouparn
     */
    readonly datasetGroupArn: string;
    /**
     * The filter expression that defines which items are included or excluded from recommendations.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-filter.html#cfn-personalize-filter-filterexpression
     */
    readonly filterExpression: string;
    /**
     * The name of the filter.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-filter.html#cfn-personalize-filter-name
     */
    readonly name: string;
    /**
     * Tags to associate with the filter.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-filter.html#cfn-personalize-filter-tags
     */
    readonly tags?: Array<cdk.CfnTag>;
}
/**
 * Creates a metric attribution for reporting on recommendation impact in Amazon Personalize.
 *
 * @cloudformationResource AWS::Personalize::MetricAttribution
 * @stability external
 * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-metricattribution.html
 */
export declare class CfnMetricAttribution extends cdk.CfnResource implements cdk.IInspectable, IMetricAttributionRef {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME: string;
    /**
     * Build a CfnMetricAttribution from CloudFormation properties
     *
     * A factory method that creates a new instance of this class from an object
     * containing the CloudFormation properties of this resource.
     * Used in the @aws-cdk/cloudformation-include module.
     *
     * @internal
     */
    static _fromCloudFormation(scope: constructs.Construct, id: string, resourceAttributes: any, options: cfn_parse.FromCloudFormationOptions): CfnMetricAttribution;
    /**
     * Checks whether the given object is a CfnMetricAttribution
     */
    static isCfnMetricAttribution(x: any): x is CfnMetricAttribution;
    static arnForMetricAttribution(resource: IMetricAttributionRef): string;
    /**
     * The ARN of the destination dataset group.
     */
    private _datasetGroupArn;
    /**
     * A list of metric attributes for the metric attribution.
     */
    private _metrics;
    /**
     * The output configuration details for the metric attribution.
     */
    private _metricsOutputConfig;
    /**
     * The name of the metric attribution.
     */
    private _name;
    protected readonly cfnPropertyNames: Record<string, string>;
    /**
     * Create a new `AWS::Personalize::MetricAttribution`.
     *
     * @param scope Scope in which this resource is defined
     * @param id Construct identifier for this resource (unique in its scope)
     * @param props Resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnMetricAttributionProps);
    get metricAttributionRef(): MetricAttributionReference;
    /**
     * The ARN of the destination dataset group.
     */
    get datasetGroupArn(): string;
    /**
     * The ARN of the destination dataset group.
     */
    set datasetGroupArn(value: string);
    /**
     * A list of metric attributes for the metric attribution.
     */
    get metrics(): Array<cdk.IResolvable | CfnMetricAttribution.MetricAttributeProperty> | cdk.IResolvable;
    /**
     * A list of metric attributes for the metric attribution.
     */
    set metrics(value: Array<cdk.IResolvable | CfnMetricAttribution.MetricAttributeProperty> | cdk.IResolvable);
    /**
     * The output configuration details for the metric attribution.
     */
    get metricsOutputConfig(): cdk.IResolvable | CfnMetricAttribution.MetricsOutputConfigProperty;
    /**
     * The output configuration details for the metric attribution.
     */
    set metricsOutputConfig(value: cdk.IResolvable | CfnMetricAttribution.MetricsOutputConfigProperty);
    /**
     * The name of the metric attribution.
     */
    get name(): string;
    /**
     * The name of the metric attribution.
     */
    set name(value: string);
    /**
     * The ARN of the metric attribution.
     *
     * @cloudformationAttribute MetricAttributionArn
     */
    get attrMetricAttributionArn(): string;
    /**
     * The status of the metric attribution.
     *
     * @cloudformationAttribute Status
     */
    get attrStatus(): string;
    protected get cfnProperties(): Record<string, any>;
    /**
     * Examines the CloudFormation resource and discloses attributes
     *
     * @param inspector tree inspector to collect and process attributes
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected renderProperties(props: Record<string, any>): Record<string, any>;
}
export declare namespace CfnMetricAttribution {
    /**
     * A metric attribute for the metric attribution.
     *
     * @struct
     * @stability external
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-metricattribution-metricattribute.html
     */
    interface MetricAttributeProperty {
        /**
         * The metric's event type.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-metricattribution-metricattribute.html#cfn-personalize-metricattribution-metricattribute-eventtype
         */
        readonly eventType: string;
        /**
         * The attribute's expression.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-metricattribution-metricattribute.html#cfn-personalize-metricattribution-metricattribute-expression
         */
        readonly expression: string;
        /**
         * The metric's name.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-metricattribution-metricattribute.html#cfn-personalize-metricattribution-metricattribute-metricname
         */
        readonly metricName: string;
    }
    /**
     * The output configuration details for the metric attribution.
     *
     * @struct
     * @stability external
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-metricattribution-metricsoutputconfig.html
     */
    interface MetricsOutputConfigProperty {
        /**
         * The ARN of the IAM role for the metric attribution.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-metricattribution-metricsoutputconfig.html#cfn-personalize-metricattribution-metricsoutputconfig-rolearn
         */
        readonly roleArn: string;
        /**
         * The configuration details of an Amazon S3 output bucket.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-metricattribution-metricsoutputconfig.html#cfn-personalize-metricattribution-metricsoutputconfig-s3datadestination
         */
        readonly s3DataDestination?: cdk.IResolvable | CfnMetricAttribution.S3DataDestinationProperty;
    }
    /**
     * The configuration details of an Amazon S3 output bucket.
     *
     * @struct
     * @stability external
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-metricattribution-s3datadestination.html
     */
    interface S3DataDestinationProperty {
        /**
         * The ARN of the KMS key.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-metricattribution-s3datadestination.html#cfn-personalize-metricattribution-s3datadestination-kmskeyarn
         */
        readonly kmsKeyArn?: string;
        /**
         * The file path of the Amazon S3 bucket.
         *
         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-metricattribution-s3datadestination.html#cfn-personalize-metricattribution-s3datadestination-path
         */
        readonly path: string;
    }
}
/**
 * Properties for defining a `CfnMetricAttribution`
 *
 * @struct
 * @stability external
 * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-metricattribution.html
 */
export interface CfnMetricAttributionProps {
    /**
     * The ARN of the destination dataset group.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-metricattribution.html#cfn-personalize-metricattribution-datasetgrouparn
     */
    readonly datasetGroupArn: string;
    /**
     * A list of metric attributes for the metric attribution.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-metricattribution.html#cfn-personalize-metricattribution-metrics
     */
    readonly metrics: Array<cdk.IResolvable | CfnMetricAttribution.MetricAttributeProperty> | cdk.IResolvable;
    /**
     * The output configuration details for the metric attribution.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-metricattribution.html#cfn-personalize-metricattribution-metricsoutputconfig
     */
    readonly metricsOutputConfig: cdk.IResolvable | CfnMetricAttribution.MetricsOutputConfigProperty;
    /**
     * The name of the metric attribution.
     *
     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-metricattribution.html#cfn-personalize-metricattribution-name
     */
    readonly name: string;
}
export type { IDatasetRef, DatasetReference };
export type { IDatasetGroupRef, DatasetGroupReference };
export type { ISchemaRef, SchemaReference };
export type { ISolutionRef, SolutionReference };
export type { ICampaignRef, CampaignReference };
export type { IEventTrackerRef, EventTrackerReference };
export type { IFilterRef, FilterReference };
export type { IMetricAttributionRef, MetricAttributionReference };