agent-claw: automated task changes

cdk/node_modules/aws-cdk-lib/aws-personalize/.jsiirc.json

@@ -0,0 +1,13 @@
+{
+  "targets": {
+    "java": {
+      "package": "software.amazon.awscdk.services.personalize"
+    },
+    "dotnet": {
+      "namespace": "Amazon.CDK.AWS.Personalize"
+    },
+    "python": {
+      "module": "aws_cdk.aws_personalize"
+    }
+  }
+}

cdk/node_modules/aws-cdk-lib/aws-personalize/README.md

@@ -0,0 +1,27 @@
+# AWS::Personalize Construct Library
+
+
+This module is part of the [AWS Cloud Development Kit](https://github.com/aws/aws-cdk) project.
+
+```ts nofixture
+import * as personalize from 'aws-cdk-lib/aws-personalize';
+```
+
+<!--BEGIN CFNONLY DISCLAIMER-->
+
+There are no official hand-written ([L2](https://docs.aws.amazon.com/cdk/latest/guide/constructs.html#constructs_lib)) constructs for this service yet. Here are some suggestions on how to proceed:
+
+- Search [Construct Hub for Personalize construct libraries](https://constructs.dev/search?q=personalize)
+- Use the automatically generated [L1](https://docs.aws.amazon.com/cdk/latest/guide/constructs.html#constructs_l1_using) constructs, in the same way you would use [the CloudFormation AWS::Personalize resources](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/AWS_Personalize.html) directly.
+
+
+<!--BEGIN CFNONLY DISCLAIMER-->
+
+There are no hand-written ([L2](https://docs.aws.amazon.com/cdk/latest/guide/constructs.html#constructs_lib)) constructs for this service yet. 
+However, you can still use the automatically generated [L1](https://docs.aws.amazon.com/cdk/latest/guide/constructs.html#constructs_l1_using) constructs, and use this service exactly as you would using CloudFormation directly.
+
+For more information on the resources and properties available for this service, see the [CloudFormation documentation for AWS::Personalize](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/AWS_Personalize.html).
+
+(Read the [CDK Contributing Guide](https://github.com/aws/aws-cdk/blob/main/CONTRIBUTING.md) and submit an RFC if you are interested in contributing to this construct library.)
+
+<!--END CFNONLY DISCLAIMER-->

cdk/node_modules/aws-cdk-lib/aws-personalize/index.d.ts

@@ -0,0 +1 @@
+export * from './lib';

cdk/node_modules/aws-cdk-lib/aws-personalize/index.js

@@ -0,0 +1 @@
+"use strict";var __createBinding=exports&&exports.__createBinding||(Object.create?(function(o,m,k,k2){k2===void 0&&(k2=k);var desc=Object.getOwnPropertyDescriptor(m,k);(!desc||("get"in desc?!m.__esModule:desc.writable||desc.configurable))&&(desc={enumerable:!0,get:function(){return m[k]}}),Object.defineProperty(o,k2,desc)}):(function(o,m,k,k2){k2===void 0&&(k2=k),o[k2]=m[k]})),__exportStar=exports&&exports.__exportStar||function(m,exports2){for(var p in m)p!=="default"&&!Object.prototype.hasOwnProperty.call(exports2,p)&&__createBinding(exports2,m,p)};Object.defineProperty(exports,"__esModule",{value:!0});var _noFold;exports.CfnDataset=void 0,Object.defineProperty(exports,_noFold="CfnDataset",{enumerable:!0,configurable:!0,get:()=>{var value=require("./lib").CfnDataset;return Object.defineProperty(exports,_noFold="CfnDataset",{enumerable:!0,configurable:!0,value}),value}}),exports.CfnDatasetGroup=void 0,Object.defineProperty(exports,_noFold="CfnDatasetGroup",{enumerable:!0,configurable:!0,get:()=>{var value=require("./lib").CfnDatasetGroup;return Object.defineProperty(exports,_noFold="CfnDatasetGroup",{enumerable:!0,configurable:!0,value}),value}}),exports.CfnSchema=void 0,Object.defineProperty(exports,_noFold="CfnSchema",{enumerable:!0,configurable:!0,get:()=>{var value=require("./lib").CfnSchema;return Object.defineProperty(exports,_noFold="CfnSchema",{enumerable:!0,configurable:!0,value}),value}}),exports.CfnSolution=void 0,Object.defineProperty(exports,_noFold="CfnSolution",{enumerable:!0,configurable:!0,get:()=>{var value=require("./lib").CfnSolution;return Object.defineProperty(exports,_noFold="CfnSolution",{enumerable:!0,configurable:!0,value}),value}});

cdk/node_modules/aws-cdk-lib/aws-personalize/lib/index.d.ts

@@ -0,0 +1 @@
+export * from './personalize.generated';

cdk/node_modules/aws-cdk-lib/aws-personalize/lib/index.js

@@ -0,0 +1 @@
+"use strict";var __createBinding=exports&&exports.__createBinding||(Object.create?(function(o,m,k,k2){k2===void 0&&(k2=k);var desc=Object.getOwnPropertyDescriptor(m,k);(!desc||("get"in desc?!m.__esModule:desc.writable||desc.configurable))&&(desc={enumerable:!0,get:function(){return m[k]}}),Object.defineProperty(o,k2,desc)}):(function(o,m,k,k2){k2===void 0&&(k2=k),o[k2]=m[k]})),__exportStar=exports&&exports.__exportStar||function(m,exports2){for(var p in m)p!=="default"&&!Object.prototype.hasOwnProperty.call(exports2,p)&&__createBinding(exports2,m,p)};Object.defineProperty(exports,"__esModule",{value:!0});var _noFold;exports.CfnDataset=void 0,Object.defineProperty(exports,_noFold="CfnDataset",{enumerable:!0,configurable:!0,get:()=>{var value=require("./personalize.generated").CfnDataset;return Object.defineProperty(exports,_noFold="CfnDataset",{enumerable:!0,configurable:!0,value}),value}}),exports.CfnDatasetGroup=void 0,Object.defineProperty(exports,_noFold="CfnDatasetGroup",{enumerable:!0,configurable:!0,get:()=>{var value=require("./personalize.generated").CfnDatasetGroup;return Object.defineProperty(exports,_noFold="CfnDatasetGroup",{enumerable:!0,configurable:!0,value}),value}}),exports.CfnSchema=void 0,Object.defineProperty(exports,_noFold="CfnSchema",{enumerable:!0,configurable:!0,get:()=>{var value=require("./personalize.generated").CfnSchema;return Object.defineProperty(exports,_noFold="CfnSchema",{enumerable:!0,configurable:!0,value}),value}}),exports.CfnSolution=void 0,Object.defineProperty(exports,_noFold="CfnSolution",{enumerable:!0,configurable:!0,get:()=>{var value=require("./personalize.generated").CfnSolution;return Object.defineProperty(exports,_noFold="CfnSolution",{enumerable:!0,configurable:!0,value}),value}});

cdk/node_modules/aws-cdk-lib/aws-personalize/lib/personalize.generated.d.ts

@@ -0,0 +1,981 @@
+import * as cdk from "../../core/lib";
+import * as constructs from "constructs";
+import * as cfn_parse from "../../core/lib/helpers-internal";
+import { DatasetGroupReference, DatasetReference, IDatasetGroupRef, IDatasetRef, ISchemaRef, ISolutionRef, 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 {
+    /**
+     * 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;
+    /**
+     * 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;
+    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 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;
+}
+/**
+ * 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 {
+    /**
+     * 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;
+    /**
+     * 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?;
+    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 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;
+}
+/**
+ * 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 {
+    /**
+     * 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;
+    /**
+     * 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;
+    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 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;
+}
+/**
+ * > 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 {
+    /**
+     * 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;
+    /**
+     * 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?;
+    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 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;
+}
+export type { IDatasetRef, DatasetReference };
+export type { IDatasetGroupRef, DatasetGroupReference };
+export type { ISchemaRef, SchemaReference };
+export type { ISolutionRef, SolutionReference };