import * as constructs from 'constructs';
import * as cdk from '../../core';
import * as cfn_parse from '../../core/lib/helpers-internal';
/**
 * Properties for defining a `CfnApp`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-app.html
 */
export interface CfnAppProps {
    /**
     * The name of the app.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-app.html#cfn-sagemaker-app-appname
     */
    readonly appName: string;
    /**
     * The type of app.
     *
     * *Allowed Values* : `JupyterServer | KernelGateway | RSessionGateway | RStudioServerPro | TensorBoard | Canvas`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-app.html#cfn-sagemaker-app-apptype
     */
    readonly appType: string;
    /**
     * The domain ID.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-app.html#cfn-sagemaker-app-domainid
     */
    readonly domainId: string;
    /**
     * The user profile name.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-app.html#cfn-sagemaker-app-userprofilename
     */
    readonly userProfileName: string;
    /**
     * Specifies the ARNs of a SageMaker image and SageMaker image version, and the instance type that the version runs on.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-app.html#cfn-sagemaker-app-resourcespec
     */
    readonly resourceSpec?: CfnApp.ResourceSpecProperty | cdk.IResolvable;
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-app.html#cfn-sagemaker-app-tags
     */
    readonly tags?: cdk.CfnTag[];
}
/**
 * A CloudFormation `AWS::SageMaker::App`
 *
 * Creates a running app for the specified UserProfile. This operation is automatically invoked by Amazon SageMaker Studio upon access to the associated Domain, and when new kernel configurations are selected by the user. A user may have multiple Apps active simultaneously.
 *
 * @cloudformationResource AWS::SageMaker::App
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-app.html
 */
export declare class CfnApp extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::App";
    /**
     * 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): CfnApp;
    /**
     * The Amazon Resource Name (ARN) of the app, such as `arn:aws:sagemaker:us-west-2:account-id:app/my-app-name` .
     * @cloudformationAttribute AppArn
     */
    readonly attrAppArn: string;
    /**
     * The name of the app.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-app.html#cfn-sagemaker-app-appname
     */
    appName: string;
    /**
     * The type of app.
     *
     * *Allowed Values* : `JupyterServer | KernelGateway | RSessionGateway | RStudioServerPro | TensorBoard | Canvas`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-app.html#cfn-sagemaker-app-apptype
     */
    appType: string;
    /**
     * The domain ID.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-app.html#cfn-sagemaker-app-domainid
     */
    domainId: string;
    /**
     * The user profile name.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-app.html#cfn-sagemaker-app-userprofilename
     */
    userProfileName: string;
    /**
     * Specifies the ARNs of a SageMaker image and SageMaker image version, and the instance type that the version runs on.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-app.html#cfn-sagemaker-app-resourcespec
     */
    resourceSpec: CfnApp.ResourceSpecProperty | cdk.IResolvable | undefined;
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-app.html#cfn-sagemaker-app-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * Create a new `AWS::SageMaker::App`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnAppProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnApp {
    /**
     * Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-app-resourcespec.html
     */
    interface ResourceSpecProperty {
        /**
         * The instance type that the image version runs on.
         *
         * > *JupyterServer apps* only support the `system` value.
         * >
         * > For *KernelGateway apps* , the `system` value is translated to `ml.t3.medium` . KernelGateway apps also support all other values for available instance types.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-app-resourcespec.html#cfn-sagemaker-app-resourcespec-instancetype
         */
        readonly instanceType?: string;
        /**
         * The ARN of the SageMaker image that the image version belongs to.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-app-resourcespec.html#cfn-sagemaker-app-resourcespec-sagemakerimagearn
         */
        readonly sageMakerImageArn?: string;
        /**
         * The ARN of the image version created on the instance.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-app-resourcespec.html#cfn-sagemaker-app-resourcespec-sagemakerimageversionarn
         */
        readonly sageMakerImageVersionArn?: string;
    }
}
/**
 * Properties for defining a `CfnAppImageConfig`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-appimageconfig.html
 */
export interface CfnAppImageConfigProps {
    /**
     * The name of the AppImageConfig. Must be unique to your account.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-appimageconfig.html#cfn-sagemaker-appimageconfig-appimageconfigname
     */
    readonly appImageConfigName: string;
    /**
     * The configuration for the file system and kernels in the SageMaker image.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-appimageconfig.html#cfn-sagemaker-appimageconfig-kernelgatewayimageconfig
     */
    readonly kernelGatewayImageConfig?: CfnAppImageConfig.KernelGatewayImageConfigProperty | cdk.IResolvable;
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-appimageconfig.html#cfn-sagemaker-appimageconfig-tags
     */
    readonly tags?: cdk.CfnTag[];
}
/**
 * A CloudFormation `AWS::SageMaker::AppImageConfig`
 *
 * Creates a configuration for running a SageMaker image as a KernelGateway app. The configuration specifies the Amazon Elastic File System (EFS) storage volume on the image, and a list of the kernels in the image.
 *
 * @cloudformationResource AWS::SageMaker::AppImageConfig
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-appimageconfig.html
 */
export declare class CfnAppImageConfig extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::AppImageConfig";
    /**
     * 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): CfnAppImageConfig;
    /**
     * The Amazon Resource Name (ARN) of the AppImageConfig, such as `arn:aws:sagemaker:us-west-2:account-id:app-image-config/my-app-image-config-name` .
     * @cloudformationAttribute AppImageConfigArn
     */
    readonly attrAppImageConfigArn: string;
    /**
     * The name of the AppImageConfig. Must be unique to your account.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-appimageconfig.html#cfn-sagemaker-appimageconfig-appimageconfigname
     */
    appImageConfigName: string;
    /**
     * The configuration for the file system and kernels in the SageMaker image.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-appimageconfig.html#cfn-sagemaker-appimageconfig-kernelgatewayimageconfig
     */
    kernelGatewayImageConfig: CfnAppImageConfig.KernelGatewayImageConfigProperty | cdk.IResolvable | undefined;
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-appimageconfig.html#cfn-sagemaker-appimageconfig-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * Create a new `AWS::SageMaker::AppImageConfig`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnAppImageConfigProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnAppImageConfig {
    /**
     * The Amazon Elastic File System (EFS) storage configuration for a SageMaker image.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-appimageconfig-filesystemconfig.html
     */
    interface FileSystemConfigProperty {
        /**
         * The default POSIX group ID (GID). If not specified, defaults to `100` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-appimageconfig-filesystemconfig.html#cfn-sagemaker-appimageconfig-filesystemconfig-defaultgid
         */
        readonly defaultGid?: number;
        /**
         * The default POSIX user ID (UID). If not specified, defaults to `1000` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-appimageconfig-filesystemconfig.html#cfn-sagemaker-appimageconfig-filesystemconfig-defaultuid
         */
        readonly defaultUid?: number;
        /**
         * The path within the image to mount the user's EFS home directory. The directory should be empty. If not specified, defaults to * /home/sagemaker-user* .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-appimageconfig-filesystemconfig.html#cfn-sagemaker-appimageconfig-filesystemconfig-mountpath
         */
        readonly mountPath?: string;
    }
}
export declare namespace CfnAppImageConfig {
    /**
     * The configuration for the file system and kernels in a SageMaker image running as a KernelGateway app.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-appimageconfig-kernelgatewayimageconfig.html
     */
    interface KernelGatewayImageConfigProperty {
        /**
         * The Amazon Elastic File System (EFS) storage configuration for a SageMaker image.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-appimageconfig-kernelgatewayimageconfig.html#cfn-sagemaker-appimageconfig-kernelgatewayimageconfig-filesystemconfig
         */
        readonly fileSystemConfig?: CfnAppImageConfig.FileSystemConfigProperty | cdk.IResolvable;
        /**
         * The specification of the Jupyter kernels in the image.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-appimageconfig-kernelgatewayimageconfig.html#cfn-sagemaker-appimageconfig-kernelgatewayimageconfig-kernelspecs
         */
        readonly kernelSpecs: Array<CfnAppImageConfig.KernelSpecProperty | cdk.IResolvable> | cdk.IResolvable;
    }
}
export declare namespace CfnAppImageConfig {
    /**
     * The specification of a Jupyter kernel.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-appimageconfig-kernelspec.html
     */
    interface KernelSpecProperty {
        /**
         * The display name of the kernel.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-appimageconfig-kernelspec.html#cfn-sagemaker-appimageconfig-kernelspec-displayname
         */
        readonly displayName?: string;
        /**
         * The name of the Jupyter kernel in the image. This value is case sensitive.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-appimageconfig-kernelspec.html#cfn-sagemaker-appimageconfig-kernelspec-name
         */
        readonly name: string;
    }
}
/**
 * Properties for defining a `CfnCodeRepository`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-coderepository.html
 */
export interface CfnCodeRepositoryProps {
    /**
     * Configuration details for the Git repository, including the URL where it is located and the ARN of the AWS Secrets Manager secret that contains the credentials used to access the repository.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-coderepository.html#cfn-sagemaker-coderepository-gitconfig
     */
    readonly gitConfig: CfnCodeRepository.GitConfigProperty | cdk.IResolvable;
    /**
     * The name of the Git repository.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-coderepository.html#cfn-sagemaker-coderepository-coderepositoryname
     */
    readonly codeRepositoryName?: string;
    /**
     * List of tags for Code Repository.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-coderepository.html#cfn-sagemaker-coderepository-tags
     */
    readonly tags?: cdk.CfnTag[];
}
/**
 * A CloudFormation `AWS::SageMaker::CodeRepository`
 *
 * Creates a Git repository as a resource in your SageMaker account. You can associate the repository with notebook instances so that you can use Git source control for the notebooks you create. The Git repository is a resource in your SageMaker account, so it can be associated with more than one notebook instance, and it persists independently from the lifecycle of any notebook instances it is associated with.
 *
 * The repository can be hosted either in [AWS CodeCommit](https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html) or in any other Git repository.
 *
 * @cloudformationResource AWS::SageMaker::CodeRepository
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-coderepository.html
 */
export declare class CfnCodeRepository extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::CodeRepository";
    /**
     * 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): CfnCodeRepository;
    /**
     * The name of the code repository, such as `myCodeRepo` .
     * @cloudformationAttribute CodeRepositoryName
     */
    readonly attrCodeRepositoryName: string;
    /**
     * Configuration details for the Git repository, including the URL where it is located and the ARN of the AWS Secrets Manager secret that contains the credentials used to access the repository.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-coderepository.html#cfn-sagemaker-coderepository-gitconfig
     */
    gitConfig: CfnCodeRepository.GitConfigProperty | cdk.IResolvable;
    /**
     * The name of the Git repository.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-coderepository.html#cfn-sagemaker-coderepository-coderepositoryname
     */
    codeRepositoryName: string | undefined;
    /**
     * List of tags for Code Repository.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-coderepository.html#cfn-sagemaker-coderepository-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * Create a new `AWS::SageMaker::CodeRepository`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnCodeRepositoryProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnCodeRepository {
    /**
     * Specifies configuration details for a Git repository in your AWS account.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-coderepository-gitconfig.html
     */
    interface GitConfigProperty {
        /**
         * The default branch for the Git repository.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-coderepository-gitconfig.html#cfn-sagemaker-coderepository-gitconfig-branch
         */
        readonly branch?: string;
        /**
         * The URL where the Git repository is located.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-coderepository-gitconfig.html#cfn-sagemaker-coderepository-gitconfig-repositoryurl
         */
        readonly repositoryUrl: string;
        /**
         * The Amazon Resource Name (ARN) of the AWS Secrets Manager secret that contains the credentials used to access the git repository. The secret must have a staging label of `AWSCURRENT` and must be in the following format:
         *
         * `{"username": *UserName* , "password": *Password* }`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-coderepository-gitconfig.html#cfn-sagemaker-coderepository-gitconfig-secretarn
         */
        readonly secretArn?: string;
    }
}
/**
 * Properties for defining a `CfnDataQualityJobDefinition`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html
 */
export interface CfnDataQualityJobDefinitionProps {
    /**
     * Specifies the container that runs the monitoring job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityappspecification
     */
    readonly dataQualityAppSpecification: CfnDataQualityJobDefinition.DataQualityAppSpecificationProperty | cdk.IResolvable;
    /**
     * A list of inputs for the monitoring job. Currently endpoints are supported as monitoring inputs.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityjobinput
     */
    readonly dataQualityJobInput: CfnDataQualityJobDefinition.DataQualityJobInputProperty | cdk.IResolvable;
    /**
     * The output configuration for monitoring jobs.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityjoboutputconfig
     */
    readonly dataQualityJobOutputConfig: CfnDataQualityJobDefinition.MonitoringOutputConfigProperty | cdk.IResolvable;
    /**
     * Identifies the resources to deploy for a monitoring job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-jobresources
     */
    readonly jobResources: CfnDataQualityJobDefinition.MonitoringResourcesProperty | cdk.IResolvable;
    /**
     * The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-rolearn
     */
    readonly roleArn: string;
    /**
     * Configures the constraints and baselines for the monitoring job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig
     */
    readonly dataQualityBaselineConfig?: CfnDataQualityJobDefinition.DataQualityBaselineConfigProperty | cdk.IResolvable;
    /**
     * `AWS::SageMaker::DataQualityJobDefinition.EndpointName`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-endpointname
     */
    readonly endpointName?: string;
    /**
     * The name for the monitoring job definition.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-jobdefinitionname
     */
    readonly jobDefinitionName?: string;
    /**
     * Specifies networking configuration for the monitoring job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-networkconfig
     */
    readonly networkConfig?: CfnDataQualityJobDefinition.NetworkConfigProperty | cdk.IResolvable;
    /**
     * A time limit for how long the monitoring job is allowed to run before stopping.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-stoppingcondition
     */
    readonly stoppingCondition?: CfnDataQualityJobDefinition.StoppingConditionProperty | cdk.IResolvable;
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-tags
     */
    readonly tags?: cdk.CfnTag[];
}
/**
 * A CloudFormation `AWS::SageMaker::DataQualityJobDefinition`
 *
 * Creates a definition for a job that monitors data quality and drift. For information about model monitor, see [Amazon SageMaker Model Monitor](https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor.html) .
 *
 * @cloudformationResource AWS::SageMaker::DataQualityJobDefinition
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html
 */
export declare class CfnDataQualityJobDefinition extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::DataQualityJobDefinition";
    /**
     * 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): CfnDataQualityJobDefinition;
    /**
     * The time when the job definition was created.
     * @cloudformationAttribute CreationTime
     */
    readonly attrCreationTime: string;
    /**
     * The Amazon Resource Name (ARN) of the job definition.
     * @cloudformationAttribute JobDefinitionArn
     */
    readonly attrJobDefinitionArn: string;
    /**
     * Specifies the container that runs the monitoring job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityappspecification
     */
    dataQualityAppSpecification: CfnDataQualityJobDefinition.DataQualityAppSpecificationProperty | cdk.IResolvable;
    /**
     * A list of inputs for the monitoring job. Currently endpoints are supported as monitoring inputs.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityjobinput
     */
    dataQualityJobInput: CfnDataQualityJobDefinition.DataQualityJobInputProperty | cdk.IResolvable;
    /**
     * The output configuration for monitoring jobs.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityjoboutputconfig
     */
    dataQualityJobOutputConfig: CfnDataQualityJobDefinition.MonitoringOutputConfigProperty | cdk.IResolvable;
    /**
     * Identifies the resources to deploy for a monitoring job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-jobresources
     */
    jobResources: CfnDataQualityJobDefinition.MonitoringResourcesProperty | cdk.IResolvable;
    /**
     * The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-rolearn
     */
    roleArn: string;
    /**
     * Configures the constraints and baselines for the monitoring job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig
     */
    dataQualityBaselineConfig: CfnDataQualityJobDefinition.DataQualityBaselineConfigProperty | cdk.IResolvable | undefined;
    /**
     * `AWS::SageMaker::DataQualityJobDefinition.EndpointName`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-endpointname
     */
    endpointName: string | undefined;
    /**
     * The name for the monitoring job definition.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-jobdefinitionname
     */
    jobDefinitionName: string | undefined;
    /**
     * Specifies networking configuration for the monitoring job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-networkconfig
     */
    networkConfig: CfnDataQualityJobDefinition.NetworkConfigProperty | cdk.IResolvable | undefined;
    /**
     * A time limit for how long the monitoring job is allowed to run before stopping.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-stoppingcondition
     */
    stoppingCondition: CfnDataQualityJobDefinition.StoppingConditionProperty | cdk.IResolvable | undefined;
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-dataqualityjobdefinition.html#cfn-sagemaker-dataqualityjobdefinition-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * Create a new `AWS::SageMaker::DataQualityJobDefinition`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnDataQualityJobDefinitionProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnDataQualityJobDefinition {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-batchtransforminput.html
     */
    interface BatchTransformInputProperty {
        /**
         * `CfnDataQualityJobDefinition.BatchTransformInputProperty.DataCapturedDestinationS3Uri`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-batchtransforminput.html#cfn-sagemaker-dataqualityjobdefinition-batchtransforminput-datacaptureddestinations3uri
         */
        readonly dataCapturedDestinationS3Uri: string;
        /**
         * `CfnDataQualityJobDefinition.BatchTransformInputProperty.DatasetFormat`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-batchtransforminput.html#cfn-sagemaker-dataqualityjobdefinition-batchtransforminput-datasetformat
         */
        readonly datasetFormat: CfnDataQualityJobDefinition.DatasetFormatProperty | cdk.IResolvable;
        /**
         * `CfnDataQualityJobDefinition.BatchTransformInputProperty.LocalPath`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-batchtransforminput.html#cfn-sagemaker-dataqualityjobdefinition-batchtransforminput-localpath
         */
        readonly localPath: string;
        /**
         * `CfnDataQualityJobDefinition.BatchTransformInputProperty.S3DataDistributionType`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-batchtransforminput.html#cfn-sagemaker-dataqualityjobdefinition-batchtransforminput-s3datadistributiontype
         */
        readonly s3DataDistributionType?: string;
        /**
         * `CfnDataQualityJobDefinition.BatchTransformInputProperty.S3InputMode`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-batchtransforminput.html#cfn-sagemaker-dataqualityjobdefinition-batchtransforminput-s3inputmode
         */
        readonly s3InputMode?: string;
    }
}
export declare namespace CfnDataQualityJobDefinition {
    /**
     * The configuration for the cluster of resources used to run the processing job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-clusterconfig.html
     */
    interface ClusterConfigProperty {
        /**
         * The number of ML compute instances to use in the model monitoring job. For distributed processing jobs, specify a value greater than 1. The default value is 1.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-clusterconfig.html#cfn-sagemaker-dataqualityjobdefinition-clusterconfig-instancecount
         */
        readonly instanceCount: number;
        /**
         * The ML compute instance type for the processing job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-clusterconfig.html#cfn-sagemaker-dataqualityjobdefinition-clusterconfig-instancetype
         */
        readonly instanceType: string;
        /**
         * The AWS Key Management Service ( AWS KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the model monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-clusterconfig.html#cfn-sagemaker-dataqualityjobdefinition-clusterconfig-volumekmskeyid
         */
        readonly volumeKmsKeyId?: string;
        /**
         * The size of the ML storage volume, in gigabytes, that you want to provision. You must specify sufficient ML storage for your scenario.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-clusterconfig.html#cfn-sagemaker-dataqualityjobdefinition-clusterconfig-volumesizeingb
         */
        readonly volumeSizeInGb: number;
    }
}
export declare namespace CfnDataQualityJobDefinition {
    /**
     * The constraints resource for a monitoring job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-constraintsresource.html
     */
    interface ConstraintsResourceProperty {
        /**
         * The Amazon S3 URI for the constraints resource.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-constraintsresource.html#cfn-sagemaker-dataqualityjobdefinition-constraintsresource-s3uri
         */
        readonly s3Uri?: string;
    }
}
export declare namespace CfnDataQualityJobDefinition {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-csv.html
     */
    interface CsvProperty {
        /**
         * `CfnDataQualityJobDefinition.CsvProperty.Header`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-csv.html#cfn-sagemaker-dataqualityjobdefinition-csv-header
         */
        readonly header?: boolean | cdk.IResolvable;
    }
}
export declare namespace CfnDataQualityJobDefinition {
    /**
     * Information about the container that a data quality monitoring job runs.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualityappspecification.html
     */
    interface DataQualityAppSpecificationProperty {
        /**
         * The arguments to send to the container that the monitoring job runs.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualityappspecification.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityappspecification-containerarguments
         */
        readonly containerArguments?: string[];
        /**
         * The entrypoint for a container used to run a monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualityappspecification.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityappspecification-containerentrypoint
         */
        readonly containerEntrypoint?: string[];
        /**
         * Sets the environment variables in the container that the monitoring job runs.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualityappspecification.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityappspecification-environment
         */
        readonly environment?: {
            [key: string]: (string);
        } | cdk.IResolvable;
        /**
         * The container image that the data quality monitoring job runs.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualityappspecification.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityappspecification-imageuri
         */
        readonly imageUri: string;
        /**
         * An Amazon S3 URI to a script that is called after analysis has been performed. Applicable only for the built-in (first party) containers.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualityappspecification.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityappspecification-postanalyticsprocessorsourceuri
         */
        readonly postAnalyticsProcessorSourceUri?: string;
        /**
         * An Amazon S3 URI to a script that is called per row prior to running analysis. It can base64 decode the payload and convert it into a flatted json so that the built-in container can use the converted data. Applicable only for the built-in (first party) containers.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualityappspecification.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityappspecification-recordpreprocessorsourceuri
         */
        readonly recordPreprocessorSourceUri?: string;
    }
}
export declare namespace CfnDataQualityJobDefinition {
    /**
     * Configuration for monitoring constraints and monitoring statistics. These baseline resources are compared against the results of the current job from the series of jobs scheduled to collect data periodically.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig.html
     */
    interface DataQualityBaselineConfigProperty {
        /**
         * The name of the job that performs baselining for the data quality monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig.html#cfn-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig-baseliningjobname
         */
        readonly baseliningJobName?: string;
        /**
         * The constraints resource for a monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig.html#cfn-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig-constraintsresource
         */
        readonly constraintsResource?: CfnDataQualityJobDefinition.ConstraintsResourceProperty | cdk.IResolvable;
        /**
         * Configuration for monitoring constraints and monitoring statistics. These baseline resources are compared against the results of the current job from the series of jobs scheduled to collect data periodically.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig.html#cfn-sagemaker-dataqualityjobdefinition-dataqualitybaselineconfig-statisticsresource
         */
        readonly statisticsResource?: CfnDataQualityJobDefinition.StatisticsResourceProperty | cdk.IResolvable;
    }
}
export declare namespace CfnDataQualityJobDefinition {
    /**
     * The input for the data quality monitoring job. Currently endpoints are supported for input.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualityjobinput.html
     */
    interface DataQualityJobInputProperty {
        /**
         * `CfnDataQualityJobDefinition.DataQualityJobInputProperty.BatchTransformInput`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualityjobinput.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityjobinput-batchtransforminput
         */
        readonly batchTransformInput?: CfnDataQualityJobDefinition.BatchTransformInputProperty | cdk.IResolvable;
        /**
         * Input object for the endpoint
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-dataqualityjobinput.html#cfn-sagemaker-dataqualityjobdefinition-dataqualityjobinput-endpointinput
         */
        readonly endpointInput?: CfnDataQualityJobDefinition.EndpointInputProperty | cdk.IResolvable;
    }
}
export declare namespace CfnDataQualityJobDefinition {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-datasetformat.html
     */
    interface DatasetFormatProperty {
        /**
         * `CfnDataQualityJobDefinition.DatasetFormatProperty.Csv`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-datasetformat.html#cfn-sagemaker-dataqualityjobdefinition-datasetformat-csv
         */
        readonly csv?: CfnDataQualityJobDefinition.CsvProperty | cdk.IResolvable;
        /**
         * `CfnDataQualityJobDefinition.DatasetFormatProperty.Json`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-datasetformat.html#cfn-sagemaker-dataqualityjobdefinition-datasetformat-json
         */
        readonly json?: any | cdk.IResolvable;
        /**
         * `CfnDataQualityJobDefinition.DatasetFormatProperty.Parquet`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-datasetformat.html#cfn-sagemaker-dataqualityjobdefinition-datasetformat-parquet
         */
        readonly parquet?: boolean | cdk.IResolvable;
    }
}
export declare namespace CfnDataQualityJobDefinition {
    /**
     * Input object for the endpoint
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-endpointinput.html
     */
    interface EndpointInputProperty {
        /**
         * An endpoint in customer's account which has enabled `DataCaptureConfig` enabled.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-endpointinput.html#cfn-sagemaker-dataqualityjobdefinition-endpointinput-endpointname
         */
        readonly endpointName: string;
        /**
         * Path to the filesystem where the endpoint data is available to the container.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-endpointinput.html#cfn-sagemaker-dataqualityjobdefinition-endpointinput-localpath
         */
        readonly localPath: string;
        /**
         * Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Defaults to `FullyReplicated`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-endpointinput.html#cfn-sagemaker-dataqualityjobdefinition-endpointinput-s3datadistributiontype
         */
        readonly s3DataDistributionType?: string;
        /**
         * Whether the `Pipe` or `File` is used as the input mode for transferring data for the monitoring job. `Pipe` mode is recommended for large datasets. `File` mode is useful for small files that fit in memory. Defaults to `File` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-endpointinput.html#cfn-sagemaker-dataqualityjobdefinition-endpointinput-s3inputmode
         */
        readonly s3InputMode?: string;
    }
}
export declare namespace CfnDataQualityJobDefinition {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-json.html
     */
    interface JsonProperty {
        /**
         * `CfnDataQualityJobDefinition.JsonProperty.Line`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-json.html#cfn-sagemaker-dataqualityjobdefinition-json-line
         */
        readonly line?: boolean | cdk.IResolvable;
    }
}
export declare namespace CfnDataQualityJobDefinition {
    /**
     * The output object for a monitoring job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-monitoringoutput.html
     */
    interface MonitoringOutputProperty {
        /**
         * The Amazon S3 storage location where the results of a monitoring job are saved.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-monitoringoutput.html#cfn-sagemaker-dataqualityjobdefinition-monitoringoutput-s3output
         */
        readonly s3Output: CfnDataQualityJobDefinition.S3OutputProperty | cdk.IResolvable;
    }
}
export declare namespace CfnDataQualityJobDefinition {
    /**
     * The output configuration for monitoring jobs.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-monitoringoutputconfig.html
     */
    interface MonitoringOutputConfigProperty {
        /**
         * The AWS Key Management Service ( AWS KMS) key that Amazon SageMaker uses to encrypt the model artifacts at rest using Amazon S3 server-side encryption.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-monitoringoutputconfig.html#cfn-sagemaker-dataqualityjobdefinition-monitoringoutputconfig-kmskeyid
         */
        readonly kmsKeyId?: string;
        /**
         * Monitoring outputs for monitoring jobs. This is where the output of the periodic monitoring jobs is uploaded.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-monitoringoutputconfig.html#cfn-sagemaker-dataqualityjobdefinition-monitoringoutputconfig-monitoringoutputs
         */
        readonly monitoringOutputs: Array<CfnDataQualityJobDefinition.MonitoringOutputProperty | cdk.IResolvable> | cdk.IResolvable;
    }
}
export declare namespace CfnDataQualityJobDefinition {
    /**
     * Identifies the resources to deploy for a monitoring job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-monitoringresources.html
     */
    interface MonitoringResourcesProperty {
        /**
         * The configuration for the cluster resources used to run the processing job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-monitoringresources.html#cfn-sagemaker-dataqualityjobdefinition-monitoringresources-clusterconfig
         */
        readonly clusterConfig: CfnDataQualityJobDefinition.ClusterConfigProperty | cdk.IResolvable;
    }
}
export declare namespace CfnDataQualityJobDefinition {
    /**
     * Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-networkconfig.html
     */
    interface NetworkConfigProperty {
        /**
         * Whether to encrypt all communications between distributed processing jobs. Choose `True` to encrypt communications. Encryption provides greater security for distributed processing jobs, but the processing might take longer.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-networkconfig.html#cfn-sagemaker-dataqualityjobdefinition-networkconfig-enableintercontainertrafficencryption
         */
        readonly enableInterContainerTrafficEncryption?: boolean | cdk.IResolvable;
        /**
         * Whether to allow inbound and outbound network calls to and from the containers used for the processing job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-networkconfig.html#cfn-sagemaker-dataqualityjobdefinition-networkconfig-enablenetworkisolation
         */
        readonly enableNetworkIsolation?: boolean | cdk.IResolvable;
        /**
         * Specifies a VPC that your training jobs and hosted models have access to. Control access to and from your training and model containers by configuring the VPC.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-networkconfig.html#cfn-sagemaker-dataqualityjobdefinition-networkconfig-vpcconfig
         */
        readonly vpcConfig?: CfnDataQualityJobDefinition.VpcConfigProperty | cdk.IResolvable;
    }
}
export declare namespace CfnDataQualityJobDefinition {
    /**
     * The Amazon S3 storage location where the results of a monitoring job are saved.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-s3output.html
     */
    interface S3OutputProperty {
        /**
         * The local path to the Amazon S3 storage location where Amazon SageMaker saves the results of a monitoring job. LocalPath is an absolute path for the output data.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-s3output.html#cfn-sagemaker-dataqualityjobdefinition-s3output-localpath
         */
        readonly localPath: string;
        /**
         * Whether to upload the results of the monitoring job continuously or after the job completes.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-s3output.html#cfn-sagemaker-dataqualityjobdefinition-s3output-s3uploadmode
         */
        readonly s3UploadMode?: string;
        /**
         * A URI that identifies the Amazon S3 storage location where Amazon SageMaker saves the results of a monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-s3output.html#cfn-sagemaker-dataqualityjobdefinition-s3output-s3uri
         */
        readonly s3Uri: string;
    }
}
export declare namespace CfnDataQualityJobDefinition {
    /**
     * The statistics resource for a monitoring job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-statisticsresource.html
     */
    interface StatisticsResourceProperty {
        /**
         * The Amazon S3 URI for the statistics resource.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-statisticsresource.html#cfn-sagemaker-dataqualityjobdefinition-statisticsresource-s3uri
         */
        readonly s3Uri?: string;
    }
}
export declare namespace CfnDataQualityJobDefinition {
    /**
     * Specifies a limit to how long a model training job or model compilation job can run. It also specifies how long a managed spot training job has to complete. When the job reaches the time limit, SageMaker ends the training or compilation job. Use this API to cap model training costs.
     *
     * To stop a training job, SageMaker sends the algorithm the `SIGTERM` signal, which delays job termination for 120 seconds. Algorithms can use this 120-second window to save the model artifacts, so the results of training are not lost.
     *
     * The training algorithms provided by SageMaker automatically save the intermediate results of a model training job when possible. This attempt to save artifacts is only a best effort case as model might not be in a state from which it can be saved. For example, if training has just started, the model might not be ready to save. When saved, this intermediate data is a valid model artifact. You can use it to create a model with `CreateModel` .
     *
     * > The Neural Topic Model (NTM) currently does not support saving intermediate model artifacts. When training NTMs, make sure that the maximum runtime is sufficient for the training job to complete.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-stoppingcondition.html
     */
    interface StoppingConditionProperty {
        /**
         * The maximum length of time, in seconds, that a training or compilation job can run before it is stopped.
         *
         * For compilation jobs, if the job does not complete during this time, a `TimeOut` error is generated. We recommend starting with 900 seconds and increasing as necessary based on your model.
         *
         * For all other jobs, if the job does not complete during this time, SageMaker ends the job. When `RetryStrategy` is specified in the job request, `MaxRuntimeInSeconds` specifies the maximum time for all of the attempts in total, not each individual attempt. The default value is 1 day. The maximum value is 28 days.
         *
         * The maximum time that a `TrainingJob` can run in total, including any time spent publishing metrics or archiving and uploading models after it has been stopped, is 30 days.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-stoppingcondition.html#cfn-sagemaker-dataqualityjobdefinition-stoppingcondition-maxruntimeinseconds
         */
        readonly maxRuntimeInSeconds: number;
    }
}
export declare namespace CfnDataQualityJobDefinition {
    /**
     * Specifies a VPC that your training jobs and hosted models have access to. Control access to and from your training and model containers by configuring the VPC. For more information, see [Protect Endpoints by Using an Amazon Virtual Private Cloud](https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html) and [Protect Training Jobs by Using an Amazon Virtual Private Cloud](https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html) .
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-vpcconfig.html
     */
    interface VpcConfigProperty {
        /**
         * The VPC security group IDs, in the form sg-xxxxxxxx. Specify the security groups for the VPC that is specified in the `Subnets` field.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-vpcconfig.html#cfn-sagemaker-dataqualityjobdefinition-vpcconfig-securitygroupids
         */
        readonly securityGroupIds: string[];
        /**
         * The ID of the subnets in the VPC to which you want to connect your training job or model. For information about the availability of specific instance types, see [Supported Instance Types and Availability Zones](https://docs.aws.amazon.com/sagemaker/latest/dg/instance-types-az.html) .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-dataqualityjobdefinition-vpcconfig.html#cfn-sagemaker-dataqualityjobdefinition-vpcconfig-subnets
         */
        readonly subnets: string[];
    }
}
/**
 * Properties for defining a `CfnDevice`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-device.html
 */
export interface CfnDeviceProps {
    /**
     * The name of the fleet the device belongs to.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-device.html#cfn-sagemaker-device-devicefleetname
     */
    readonly deviceFleetName: string;
    /**
     * Edge device you want to create.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-device.html#cfn-sagemaker-device-device
     */
    readonly device?: CfnDevice.DeviceProperty | cdk.IResolvable;
    /**
     * An array of key-value pairs that contain metadata to help you categorize and organize your devices. Each tag consists of a key and a value, both of which you define.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-device.html#cfn-sagemaker-device-tags
     */
    readonly tags?: cdk.CfnTag[];
}
/**
 * A CloudFormation `AWS::SageMaker::Device`
 *
 * The `AWS::SageMaker::Device` resource is an Amazon SageMaker resource type that allows you to register your Devices against an existing SageMaker Edge Manager DeviceFleet. Each device must be listed individually in the CFN specification.
 *
 * @cloudformationResource AWS::SageMaker::Device
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-device.html
 */
export declare class CfnDevice extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::Device";
    /**
     * 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): CfnDevice;
    /**
     * The name of the fleet the device belongs to.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-device.html#cfn-sagemaker-device-devicefleetname
     */
    deviceFleetName: string;
    /**
     * Edge device you want to create.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-device.html#cfn-sagemaker-device-device
     */
    device: CfnDevice.DeviceProperty | cdk.IResolvable | undefined;
    /**
     * An array of key-value pairs that contain metadata to help you categorize and organize your devices. Each tag consists of a key and a value, both of which you define.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-device.html#cfn-sagemaker-device-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * Create a new `AWS::SageMaker::Device`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnDeviceProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnDevice {
    /**
     * Information of a particular device.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-device-device.html
     */
    interface DeviceProperty {
        /**
         * Description of the device.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-device-device.html#cfn-sagemaker-device-device-description
         */
        readonly description?: string;
        /**
         * The name of the device.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-device-device.html#cfn-sagemaker-device-device-devicename
         */
        readonly deviceName: string;
        /**
         * AWS Internet of Things (IoT) object name.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-device-device.html#cfn-sagemaker-device-device-iotthingname
         */
        readonly iotThingName?: string;
    }
}
/**
 * Properties for defining a `CfnDeviceFleet`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-devicefleet.html
 */
export interface CfnDeviceFleetProps {
    /**
     * Name of the device fleet.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-devicefleet.html#cfn-sagemaker-devicefleet-devicefleetname
     */
    readonly deviceFleetName: string;
    /**
     * The output configuration for storing sample data collected by the fleet.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-devicefleet.html#cfn-sagemaker-devicefleet-outputconfig
     */
    readonly outputConfig: CfnDeviceFleet.EdgeOutputConfigProperty | cdk.IResolvable;
    /**
     * The Amazon Resource Name (ARN) that has access to AWS Internet of Things (IoT).
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-devicefleet.html#cfn-sagemaker-devicefleet-rolearn
     */
    readonly roleArn: string;
    /**
     * A description of the fleet.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-devicefleet.html#cfn-sagemaker-devicefleet-description
     */
    readonly description?: string;
    /**
     * An array of key-value pairs that contain metadata to help you categorize and organize your device fleets. Each tag consists of a key and a value, both of which you define.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-devicefleet.html#cfn-sagemaker-devicefleet-tags
     */
    readonly tags?: cdk.CfnTag[];
}
/**
 * A CloudFormation `AWS::SageMaker::DeviceFleet`
 *
 * The `AWS::SageMaker::DeviceFleet` resource is an Amazon SageMaker resource type that allows you to create a DeviceFleet that manages your SageMaker Edge Manager Devices. You must register your devices against the `DeviceFleet` separately.
 *
 * @cloudformationResource AWS::SageMaker::DeviceFleet
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-devicefleet.html
 */
export declare class CfnDeviceFleet extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::DeviceFleet";
    /**
     * 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): CfnDeviceFleet;
    /**
     * Name of the device fleet.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-devicefleet.html#cfn-sagemaker-devicefleet-devicefleetname
     */
    deviceFleetName: string;
    /**
     * The output configuration for storing sample data collected by the fleet.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-devicefleet.html#cfn-sagemaker-devicefleet-outputconfig
     */
    outputConfig: CfnDeviceFleet.EdgeOutputConfigProperty | cdk.IResolvable;
    /**
     * The Amazon Resource Name (ARN) that has access to AWS Internet of Things (IoT).
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-devicefleet.html#cfn-sagemaker-devicefleet-rolearn
     */
    roleArn: string;
    /**
     * A description of the fleet.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-devicefleet.html#cfn-sagemaker-devicefleet-description
     */
    description: string | undefined;
    /**
     * An array of key-value pairs that contain metadata to help you categorize and organize your device fleets. Each tag consists of a key and a value, both of which you define.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-devicefleet.html#cfn-sagemaker-devicefleet-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * Create a new `AWS::SageMaker::DeviceFleet`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnDeviceFleetProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnDeviceFleet {
    /**
     * The output configuration for storing sample data collected by the fleet.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-devicefleet-edgeoutputconfig.html
     */
    interface EdgeOutputConfigProperty {
        /**
         * The AWS Key Management Service ( AWS KMS) key that Amazon SageMaker uses to encrypt data on the storage volume after compilation job. If you don't provide a KMS key ID, Amazon SageMaker uses the default KMS key for Amazon S3 for your role's account.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-devicefleet-edgeoutputconfig.html#cfn-sagemaker-devicefleet-edgeoutputconfig-kmskeyid
         */
        readonly kmsKeyId?: string;
        /**
         * The Amazon Simple Storage (S3) bucket URI.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-devicefleet-edgeoutputconfig.html#cfn-sagemaker-devicefleet-edgeoutputconfig-s3outputlocation
         */
        readonly s3OutputLocation: string;
    }
}
/**
 * Properties for defining a `CfnDomain`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html
 */
export interface CfnDomainProps {
    /**
     * The mode of authentication that members use to access the Domain.
     *
     * *Valid Values* : `SSO | IAM`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-authmode
     */
    readonly authMode: string;
    /**
     * The default user settings.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-defaultusersettings
     */
    readonly defaultUserSettings: CfnDomain.UserSettingsProperty | cdk.IResolvable;
    /**
     * The domain name.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-domainname
     */
    readonly domainName: string;
    /**
     * The VPC subnets that Studio uses for communication.
     *
     * *Length Constraints* : Maximum length of 32.
     *
     * *Array members* : Minimum number of 1 item. Maximum number of 16 items.
     *
     * *Pattern* : `[-0-9a-zA-Z]+`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-subnetids
     */
    readonly subnetIds: string[];
    /**
     * The ID of the Amazon Virtual Private Cloud (Amazon VPC) that Studio uses for communication.
     *
     * *Length Constraints* : Maximum length of 32.
     *
     * *Pattern* : `[-0-9a-zA-Z]+`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-vpcid
     */
    readonly vpcId: string;
    /**
     * Specifies the VPC used for non-EFS traffic. The default value is `PublicInternetOnly` .
     *
     * - `PublicInternetOnly` - Non-EFS traffic is through a VPC managed by Amazon SageMaker , which allows direct internet access
     * - `VpcOnly` - All Studio traffic is through the specified VPC and subnets
     *
     * *Valid Values* : `PublicInternetOnly | VpcOnly`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-appnetworkaccesstype
     */
    readonly appNetworkAccessType?: string;
    /**
     * The entity that creates and manages the required security groups for inter-app communication in `VpcOnly` mode. Required when `CreateDomain.AppNetworkAccessType` is `VpcOnly` and `DomainSettings.RStudioServerProDomainSettings.DomainExecutionRoleArn` is provided.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-appsecuritygroupmanagement
     */
    readonly appSecurityGroupManagement?: string;
    /**
     * `AWS::SageMaker::Domain.DefaultSpaceSettings`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-defaultspacesettings
     */
    readonly defaultSpaceSettings?: CfnDomain.DefaultSpaceSettingsProperty | cdk.IResolvable;
    /**
     * A collection of settings that apply to the `SageMaker Domain` . These settings are specified through the `CreateDomain` API call.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-domainsettings
     */
    readonly domainSettings?: CfnDomain.DomainSettingsProperty | cdk.IResolvable;
    /**
     * SageMaker uses AWS KMS to encrypt the EFS volume attached to the Domain with an AWS managed customer master key (CMK) by default. For more control, specify a customer managed CMK.
     *
     * *Length Constraints* : Maximum length of 2048.
     *
     * *Pattern* : `.*`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-kmskeyid
     */
    readonly kmsKeyId?: string;
    /**
     * Tags to associated with the Domain. Each tag consists of a key and an optional value. Tag keys must be unique per resource. Tags are searchable using the Search API.
     *
     * Tags that you specify for the Domain are also added to all apps that are launched in the Domain.
     *
     * *Array members* : Minimum number of 0 items. Maximum number of 50 items.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-tags
     */
    readonly tags?: cdk.CfnTag[];
}
/**
 * A CloudFormation `AWS::SageMaker::Domain`
 *
 * Creates a `Domain` used by Amazon SageMaker Studio. A domain consists of an associated Amazon Elastic File System (EFS) volume, a list of authorized users, and a variety of security, application, policy, and Amazon Virtual Private Cloud (VPC) configurations. Users within a domain can share notebook files and other artifacts with each other.
 *
 * *EFS storage*
 *
 * When a domain is created, an EFS volume is created for use by all of the users within the domain. Each user receives a private home directory within the EFS volume for notebooks, Git repositories, and data files.
 *
 * SageMaker uses the AWS Key Management Service ( AWS KMS) to encrypt the EFS volume attached to the domain with an AWS managed key by default. For more control, you can specify a customer managed key. For more information, see [Protect Data at Rest Using Encryption](https://docs.aws.amazon.com/sagemaker/latest/dg/encryption-at-rest.html) .
 *
 * *VPC configuration*
 *
 * All SageMaker Studio traffic between the domain and the EFS volume is through the specified VPC and subnets. For other Studio traffic, you can specify the `AppNetworkAccessType` parameter. `AppNetworkAccessType` corresponds to the network access type that you choose when you onboard to Studio. The following options are available:
 *
 * - `PublicInternetOnly` - Non-EFS traffic goes through a VPC managed by Amazon SageMaker, which allows internet access. This is the default value.
 * - `VpcOnly` - All Studio traffic is through the specified VPC and subnets. Internet access is disabled by default. To allow internet access, you must specify a NAT gateway.
 *
 * When internet access is disabled, you won't be able to run a Studio notebook or to train or host models unless your VPC has an interface endpoint to the SageMaker API and runtime or a NAT gateway and your security groups allow outbound connections.
 *
 * > NFS traffic over TCP on port 2049 needs to be allowed in both inbound and outbound rules in order to launch a SageMaker Studio app successfully.
 *
 * For more information, see [Connect SageMaker Studio Notebooks to Resources in a VPC](https://docs.aws.amazon.com/sagemaker/latest/dg/studio-notebooks-and-internet-access.html) .
 *
 * @cloudformationResource AWS::SageMaker::Domain
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html
 */
export declare class CfnDomain extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::Domain";
    /**
     * 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): CfnDomain;
    /**
     * The Amazon Resource Name (ARN) of the Domain, such as `arn:aws:sagemaker:us-west-2:account-id:domain/my-domain-name` .
     * @cloudformationAttribute DomainArn
     */
    readonly attrDomainArn: string;
    /**
     * The Domain ID.
     * @cloudformationAttribute DomainId
     */
    readonly attrDomainId: string;
    /**
     * The ID of the Amazon Elastic File System (EFS) managed by this Domain.
     * @cloudformationAttribute HomeEfsFileSystemId
     */
    readonly attrHomeEfsFileSystemId: string;
    /**
     * The ID of the security group that authorizes traffic between the `RSessionGateway` apps and the `RStudioServerPro` app.
     * @cloudformationAttribute SecurityGroupIdForDomainBoundary
     */
    readonly attrSecurityGroupIdForDomainBoundary: string;
    /**
     * The IAM Identity Center managed application instance ID.
     * @cloudformationAttribute SingleSignOnManagedApplicationInstanceId
     */
    readonly attrSingleSignOnManagedApplicationInstanceId: string;
    /**
     * The URL for the Domain.
     * @cloudformationAttribute Url
     */
    readonly attrUrl: string;
    /**
     * The mode of authentication that members use to access the Domain.
     *
     * *Valid Values* : `SSO | IAM`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-authmode
     */
    authMode: string;
    /**
     * The default user settings.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-defaultusersettings
     */
    defaultUserSettings: CfnDomain.UserSettingsProperty | cdk.IResolvable;
    /**
     * The domain name.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-domainname
     */
    domainName: string;
    /**
     * The VPC subnets that Studio uses for communication.
     *
     * *Length Constraints* : Maximum length of 32.
     *
     * *Array members* : Minimum number of 1 item. Maximum number of 16 items.
     *
     * *Pattern* : `[-0-9a-zA-Z]+`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-subnetids
     */
    subnetIds: string[];
    /**
     * The ID of the Amazon Virtual Private Cloud (Amazon VPC) that Studio uses for communication.
     *
     * *Length Constraints* : Maximum length of 32.
     *
     * *Pattern* : `[-0-9a-zA-Z]+`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-vpcid
     */
    vpcId: string;
    /**
     * Specifies the VPC used for non-EFS traffic. The default value is `PublicInternetOnly` .
     *
     * - `PublicInternetOnly` - Non-EFS traffic is through a VPC managed by Amazon SageMaker , which allows direct internet access
     * - `VpcOnly` - All Studio traffic is through the specified VPC and subnets
     *
     * *Valid Values* : `PublicInternetOnly | VpcOnly`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-appnetworkaccesstype
     */
    appNetworkAccessType: string | undefined;
    /**
     * The entity that creates and manages the required security groups for inter-app communication in `VpcOnly` mode. Required when `CreateDomain.AppNetworkAccessType` is `VpcOnly` and `DomainSettings.RStudioServerProDomainSettings.DomainExecutionRoleArn` is provided.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-appsecuritygroupmanagement
     */
    appSecurityGroupManagement: string | undefined;
    /**
     * `AWS::SageMaker::Domain.DefaultSpaceSettings`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-defaultspacesettings
     */
    defaultSpaceSettings: CfnDomain.DefaultSpaceSettingsProperty | cdk.IResolvable | undefined;
    /**
     * A collection of settings that apply to the `SageMaker Domain` . These settings are specified through the `CreateDomain` API call.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-domainsettings
     */
    domainSettings: CfnDomain.DomainSettingsProperty | cdk.IResolvable | undefined;
    /**
     * SageMaker uses AWS KMS to encrypt the EFS volume attached to the Domain with an AWS managed customer master key (CMK) by default. For more control, specify a customer managed CMK.
     *
     * *Length Constraints* : Maximum length of 2048.
     *
     * *Pattern* : `.*`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-kmskeyid
     */
    kmsKeyId: string | undefined;
    /**
     * Tags to associated with the Domain. Each tag consists of a key and an optional value. Tag keys must be unique per resource. Tags are searchable using the Search API.
     *
     * Tags that you specify for the Domain are also added to all apps that are launched in the Domain.
     *
     * *Array members* : Minimum number of 0 items. Maximum number of 50 items.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-domain.html#cfn-sagemaker-domain-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * Create a new `AWS::SageMaker::Domain`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnDomainProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnDomain {
    /**
     * A custom SageMaker image. For more information, see [Bring your own SageMaker image](https://docs.aws.amazon.com/sagemaker/latest/dg/studio-byoi.html) .
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-customimage.html
     */
    interface CustomImageProperty {
        /**
         * The name of the AppImageConfig.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-customimage.html#cfn-sagemaker-domain-customimage-appimageconfigname
         */
        readonly appImageConfigName: string;
        /**
         * The name of the CustomImage. Must be unique to your account.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-customimage.html#cfn-sagemaker-domain-customimage-imagename
         */
        readonly imageName: string;
        /**
         * The version number of the CustomImage.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-customimage.html#cfn-sagemaker-domain-customimage-imageversionnumber
         */
        readonly imageVersionNumber?: number;
    }
}
export declare namespace CfnDomain {
    /**
     * A collection of settings that apply to spaces created in the Domain.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-defaultspacesettings.html
     */
    interface DefaultSpaceSettingsProperty {
        /**
         * The execution role for the space.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-defaultspacesettings.html#cfn-sagemaker-domain-defaultspacesettings-executionrole
         */
        readonly executionRole?: string;
        /**
         * The JupyterServer app settings.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-defaultspacesettings.html#cfn-sagemaker-domain-defaultspacesettings-jupyterserverappsettings
         */
        readonly jupyterServerAppSettings?: CfnDomain.JupyterServerAppSettingsProperty | cdk.IResolvable;
        /**
         * The KernelGateway app settings.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-defaultspacesettings.html#cfn-sagemaker-domain-defaultspacesettings-kernelgatewayappsettings
         */
        readonly kernelGatewayAppSettings?: CfnDomain.KernelGatewayAppSettingsProperty | cdk.IResolvable;
        /**
         * The security groups for the Amazon Virtual Private Cloud that the space uses for communication.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-defaultspacesettings.html#cfn-sagemaker-domain-defaultspacesettings-securitygroups
         */
        readonly securityGroups?: string[];
    }
}
export declare namespace CfnDomain {
    /**
     * A collection of settings that apply to the `SageMaker Domain` . These settings are specified through the `CreateDomain` API call.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-domainsettings.html
     */
    interface DomainSettingsProperty {
        /**
         * A collection of settings that configure the `RStudioServerPro` Domain-level app.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-domainsettings.html#cfn-sagemaker-domain-domainsettings-rstudioserverprodomainsettings
         */
        readonly rStudioServerProDomainSettings?: CfnDomain.RStudioServerProDomainSettingsProperty | cdk.IResolvable;
        /**
         * The security groups for the Amazon Virtual Private Cloud that the `Domain` uses for communication between Domain-level apps and user apps.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-domainsettings.html#cfn-sagemaker-domain-domainsettings-securitygroupids
         */
        readonly securityGroupIds?: string[];
    }
}
export declare namespace CfnDomain {
    /**
     * The JupyterServer app settings.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-jupyterserverappsettings.html
     */
    interface JupyterServerAppSettingsProperty {
        /**
         * The default instance type and the Amazon Resource Name (ARN) of the default SageMaker image used by the JupyterServer app.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-jupyterserverappsettings.html#cfn-sagemaker-domain-jupyterserverappsettings-defaultresourcespec
         */
        readonly defaultResourceSpec?: CfnDomain.ResourceSpecProperty | cdk.IResolvable;
    }
}
export declare namespace CfnDomain {
    /**
     * The KernelGateway app settings.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-kernelgatewayappsettings.html
     */
    interface KernelGatewayAppSettingsProperty {
        /**
         * A list of custom SageMaker images that are configured to run as a KernelGateway app.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-kernelgatewayappsettings.html#cfn-sagemaker-domain-kernelgatewayappsettings-customimages
         */
        readonly customImages?: Array<CfnDomain.CustomImageProperty | cdk.IResolvable> | cdk.IResolvable;
        /**
         * The default instance type and the Amazon Resource Name (ARN) of the default SageMaker image used by the KernelGateway app.
         *
         * > The Amazon SageMaker Studio UI does not use the default instance type value set here. The default instance type set here is used when Apps are created using the AWS Command Line Interface or AWS CloudFormation and the instance type parameter value is not passed.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-kernelgatewayappsettings.html#cfn-sagemaker-domain-kernelgatewayappsettings-defaultresourcespec
         */
        readonly defaultResourceSpec?: CfnDomain.ResourceSpecProperty | cdk.IResolvable;
    }
}
export declare namespace CfnDomain {
    /**
     * A collection of settings that apply to an `RSessionGateway` app.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-rsessionappsettings.html
     */
    interface RSessionAppSettingsProperty {
        /**
         * A list of custom SageMaker images that are configured to run as a RSession app.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-rsessionappsettings.html#cfn-sagemaker-domain-rsessionappsettings-customimages
         */
        readonly customImages?: Array<CfnDomain.CustomImageProperty | cdk.IResolvable> | cdk.IResolvable;
        /**
         * Specifies the ARNs of a SageMaker image and SageMaker image version, and the instance type that the version runs on.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-rsessionappsettings.html#cfn-sagemaker-domain-rsessionappsettings-defaultresourcespec
         */
        readonly defaultResourceSpec?: CfnDomain.ResourceSpecProperty | cdk.IResolvable;
    }
}
export declare namespace CfnDomain {
    /**
     * A collection of settings that configure user interaction with the `RStudioServerPro` app. `RStudioServerProAppSettings` cannot be updated. The `RStudioServerPro` app must be deleted and a new one created to make any changes.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-rstudioserverproappsettings.html
     */
    interface RStudioServerProAppSettingsProperty {
        /**
         * Indicates whether the current user has access to the `RStudioServerPro` app.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-rstudioserverproappsettings.html#cfn-sagemaker-domain-rstudioserverproappsettings-accessstatus
         */
        readonly accessStatus?: string;
        /**
         * The level of permissions that the user has within the `RStudioServerPro` app. This value defaults to `User`. The `Admin` value allows the user access to the RStudio Administrative Dashboard.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-rstudioserverproappsettings.html#cfn-sagemaker-domain-rstudioserverproappsettings-usergroup
         */
        readonly userGroup?: string;
    }
}
export declare namespace CfnDomain {
    /**
     * A collection of settings that configure the `RStudioServerPro` Domain-level app.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-rstudioserverprodomainsettings.html
     */
    interface RStudioServerProDomainSettingsProperty {
        /**
         * A collection that defines the default `InstanceType` , `SageMakerImageArn` , and `SageMakerImageVersionArn` for the Domain.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-rstudioserverprodomainsettings.html#cfn-sagemaker-domain-rstudioserverprodomainsettings-defaultresourcespec
         */
        readonly defaultResourceSpec?: CfnDomain.ResourceSpecProperty | cdk.IResolvable;
        /**
         * The ARN of the execution role for the `RStudioServerPro` Domain-level app.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-rstudioserverprodomainsettings.html#cfn-sagemaker-domain-rstudioserverprodomainsettings-domainexecutionrolearn
         */
        readonly domainExecutionRoleArn: string;
        /**
         * A URL pointing to an RStudio Connect server.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-rstudioserverprodomainsettings.html#cfn-sagemaker-domain-rstudioserverprodomainsettings-rstudioconnecturl
         */
        readonly rStudioConnectUrl?: string;
        /**
         * A URL pointing to an RStudio Package Manager server.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-rstudioserverprodomainsettings.html#cfn-sagemaker-domain-rstudioserverprodomainsettings-rstudiopackagemanagerurl
         */
        readonly rStudioPackageManagerUrl?: string;
    }
}
export declare namespace CfnDomain {
    /**
     * Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-resourcespec.html
     */
    interface ResourceSpecProperty {
        /**
         * The instance type that the image version runs on.
         *
         * > *JupyterServer apps* only support the `system` value.
         * >
         * > For *KernelGateway apps* , the `system` value is translated to `ml.t3.medium` . KernelGateway apps also support all other values for available instance types.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-resourcespec.html#cfn-sagemaker-domain-resourcespec-instancetype
         */
        readonly instanceType?: string;
        /**
         * The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-resourcespec.html#cfn-sagemaker-domain-resourcespec-lifecycleconfigarn
         */
        readonly lifecycleConfigArn?: string;
        /**
         * The ARN of the SageMaker image that the image version belongs to.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-resourcespec.html#cfn-sagemaker-domain-resourcespec-sagemakerimagearn
         */
        readonly sageMakerImageArn?: string;
        /**
         * The ARN of the image version created on the instance.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-resourcespec.html#cfn-sagemaker-domain-resourcespec-sagemakerimageversionarn
         */
        readonly sageMakerImageVersionArn?: string;
    }
}
export declare namespace CfnDomain {
    /**
     * Specifies options when sharing an Amazon SageMaker Studio notebook. These settings are specified as part of `DefaultUserSettings` when the [CreateDomain](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateDomain.html) API is called, and as part of `UserSettings` when the [CreateUserProfile](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateUserProfile.html) API is called.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-sharingsettings.html
     */
    interface SharingSettingsProperty {
        /**
         * Whether to include the notebook cell output when sharing the notebook. The default is `Disabled` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-sharingsettings.html#cfn-sagemaker-domain-sharingsettings-notebookoutputoption
         */
        readonly notebookOutputOption?: string;
        /**
         * When `NotebookOutputOption` is `Allowed` , the AWS Key Management Service (KMS) encryption key ID used to encrypt the notebook cell output in the Amazon S3 bucket.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-sharingsettings.html#cfn-sagemaker-domain-sharingsettings-s3kmskeyid
         */
        readonly s3KmsKeyId?: string;
        /**
         * When `NotebookOutputOption` is `Allowed` , the Amazon S3 bucket used to store the shared notebook snapshots.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-sharingsettings.html#cfn-sagemaker-domain-sharingsettings-s3outputpath
         */
        readonly s3OutputPath?: string;
    }
}
export declare namespace CfnDomain {
    /**
     * A collection of settings that apply to users of Amazon SageMaker Studio. These settings are specified when the [CreateUserProfile](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateUserProfile.html) API is called, and as `DefaultUserSettings` when the [CreateDomain](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateDomain.html) API is called.
     *
     * `SecurityGroups` is aggregated when specified in both calls. For all other settings in `UserSettings` , the values specified in `CreateUserProfile` take precedence over those specified in `CreateDomain` .
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-usersettings.html
     */
    interface UserSettingsProperty {
        /**
         * The execution role for the user.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-usersettings.html#cfn-sagemaker-domain-usersettings-executionrole
         */
        readonly executionRole?: string;
        /**
         * The Jupyter server's app settings.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-usersettings.html#cfn-sagemaker-domain-usersettings-jupyterserverappsettings
         */
        readonly jupyterServerAppSettings?: CfnDomain.JupyterServerAppSettingsProperty | cdk.IResolvable;
        /**
         * The kernel gateway app settings.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-usersettings.html#cfn-sagemaker-domain-usersettings-kernelgatewayappsettings
         */
        readonly kernelGatewayAppSettings?: CfnDomain.KernelGatewayAppSettingsProperty | cdk.IResolvable;
        /**
         * A collection of settings that configure the `RSessionGateway` app.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-usersettings.html#cfn-sagemaker-domain-usersettings-rsessionappsettings
         */
        readonly rSessionAppSettings?: CfnDomain.RSessionAppSettingsProperty | cdk.IResolvable;
        /**
         * A collection of settings that configure user interaction with the `RStudioServerPro` app.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-usersettings.html#cfn-sagemaker-domain-usersettings-rstudioserverproappsettings
         */
        readonly rStudioServerProAppSettings?: CfnDomain.RStudioServerProAppSettingsProperty | cdk.IResolvable;
        /**
         * The security groups for the Amazon Virtual Private Cloud (VPC) that Studio uses for communication.
         *
         * Optional when the `CreateDomain.AppNetworkAccessType` parameter is set to `PublicInternetOnly` .
         *
         * Required when the `CreateDomain.AppNetworkAccessType` parameter is set to `VpcOnly` .
         *
         * Amazon SageMaker adds a security group to allow NFS traffic from SageMaker Studio. Therefore, the number of security groups that you can specify is one less than the maximum number shown.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-usersettings.html#cfn-sagemaker-domain-usersettings-securitygroups
         */
        readonly securityGroups?: string[];
        /**
         * Specifies options for sharing SageMaker Studio notebooks.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-domain-usersettings.html#cfn-sagemaker-domain-usersettings-sharingsettings
         */
        readonly sharingSettings?: CfnDomain.SharingSettingsProperty | cdk.IResolvable;
    }
}
/**
 * Properties for defining a `CfnEndpoint`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html
 */
export interface CfnEndpointProps {
    /**
     * The name of the [AWS::SageMaker::EndpointConfig](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html) resource that specifies the configuration for the endpoint. For more information, see [CreateEndpointConfig](https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpointConfig.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html#cfn-sagemaker-endpoint-endpointconfigname
     */
    readonly endpointConfigName: string;
    /**
     * The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html#cfn-sagemaker-endpoint-deploymentconfig
     */
    readonly deploymentConfig?: CfnEndpoint.DeploymentConfigProperty | cdk.IResolvable;
    /**
     * The name of the endpoint.The name must be unique within an AWS Region in your AWS account. The name is case-insensitive in `CreateEndpoint` , but the case is preserved and must be matched in [](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_runtime_InvokeEndpoint.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html#cfn-sagemaker-endpoint-endpointname
     */
    readonly endpointName?: string;
    /**
     * When you are updating endpoint resources with [RetainAllVariantProperties](https://docs.aws.amazon.com/sagemaker/latest/dg/API_UpdateEndpoint.html#SageMaker-UpdateEndpoint-request-RetainAllVariantProperties) whose value is set to `true` , `ExcludeRetainedVariantProperties` specifies the list of type [VariantProperty](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-variantproperty.html) to override with the values provided by `EndpointConfig` . If you don't specify a value for `ExcludeAllVariantProperties` , no variant properties are overridden. Don't use this property when creating new endpoint resources or when `RetainAllVariantProperties` is set to `false` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html#cfn-sagemaker-endpoint-excluderetainedvariantproperties
     */
    readonly excludeRetainedVariantProperties?: Array<CfnEndpoint.VariantPropertyProperty | cdk.IResolvable> | cdk.IResolvable;
    /**
     * When updating endpoint resources, enables or disables the retention of variant properties, such as the instance count or the variant weight. To retain the variant properties of an endpoint when updating it, set `RetainAllVariantProperties` to `true` . To use the variant properties specified in a new `EndpointConfig` call when updating an endpoint, set `RetainAllVariantProperties` to `false` . Use this property only when updating endpoint resources, not when creating new endpoint resources.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html#cfn-sagemaker-endpoint-retainallvariantproperties
     */
    readonly retainAllVariantProperties?: boolean | cdk.IResolvable;
    /**
     * Specifies whether to reuse the last deployment configuration. The default value is false (the configuration is not reused).
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html#cfn-sagemaker-endpoint-retaindeploymentconfig
     */
    readonly retainDeploymentConfig?: boolean | cdk.IResolvable;
    /**
     * A list of key-value pairs to apply to this resource.
     *
     * For more information, see [Resource Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) and [Using Cost Allocation Tags](https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what) in the *AWS Billing and Cost Management User Guide* .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html#cfn-sagemaker-endpoint-tags
     */
    readonly tags?: cdk.CfnTag[];
}
/**
 * A CloudFormation `AWS::SageMaker::Endpoint`
 *
 * Use the `AWS::SageMaker::Endpoint` resource to create an endpoint using the specified configuration in the request. Amazon SageMaker uses the endpoint to provision resources and deploy models. You create the endpoint configuration with the [AWS::SageMaker::EndpointConfig](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html) resource. For more information, see [Deploy a Model on Amazon SageMaker Hosting Services](https://docs.aws.amazon.com/sagemaker/latest/dg/how-it-works-hosting.html) in the *Amazon SageMaker Developer Guide* .
 *
 * @cloudformationResource AWS::SageMaker::Endpoint
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html
 */
export declare class CfnEndpoint extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::Endpoint";
    /**
     * 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): CfnEndpoint;
    /**
     * The name of the endpoint, such as `MyEndpoint` .
     * @cloudformationAttribute EndpointName
     */
    readonly attrEndpointName: string;
    /**
     * The name of the [AWS::SageMaker::EndpointConfig](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html) resource that specifies the configuration for the endpoint. For more information, see [CreateEndpointConfig](https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpointConfig.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html#cfn-sagemaker-endpoint-endpointconfigname
     */
    endpointConfigName: string;
    /**
     * The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html#cfn-sagemaker-endpoint-deploymentconfig
     */
    deploymentConfig: CfnEndpoint.DeploymentConfigProperty | cdk.IResolvable | undefined;
    /**
     * The name of the endpoint.The name must be unique within an AWS Region in your AWS account. The name is case-insensitive in `CreateEndpoint` , but the case is preserved and must be matched in [](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_runtime_InvokeEndpoint.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html#cfn-sagemaker-endpoint-endpointname
     */
    endpointName: string | undefined;
    /**
     * When you are updating endpoint resources with [RetainAllVariantProperties](https://docs.aws.amazon.com/sagemaker/latest/dg/API_UpdateEndpoint.html#SageMaker-UpdateEndpoint-request-RetainAllVariantProperties) whose value is set to `true` , `ExcludeRetainedVariantProperties` specifies the list of type [VariantProperty](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-variantproperty.html) to override with the values provided by `EndpointConfig` . If you don't specify a value for `ExcludeAllVariantProperties` , no variant properties are overridden. Don't use this property when creating new endpoint resources or when `RetainAllVariantProperties` is set to `false` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html#cfn-sagemaker-endpoint-excluderetainedvariantproperties
     */
    excludeRetainedVariantProperties: Array<CfnEndpoint.VariantPropertyProperty | cdk.IResolvable> | cdk.IResolvable | undefined;
    /**
     * When updating endpoint resources, enables or disables the retention of variant properties, such as the instance count or the variant weight. To retain the variant properties of an endpoint when updating it, set `RetainAllVariantProperties` to `true` . To use the variant properties specified in a new `EndpointConfig` call when updating an endpoint, set `RetainAllVariantProperties` to `false` . Use this property only when updating endpoint resources, not when creating new endpoint resources.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html#cfn-sagemaker-endpoint-retainallvariantproperties
     */
    retainAllVariantProperties: boolean | cdk.IResolvable | undefined;
    /**
     * Specifies whether to reuse the last deployment configuration. The default value is false (the configuration is not reused).
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html#cfn-sagemaker-endpoint-retaindeploymentconfig
     */
    retainDeploymentConfig: boolean | cdk.IResolvable | undefined;
    /**
     * A list of key-value pairs to apply to this resource.
     *
     * For more information, see [Resource Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) and [Using Cost Allocation Tags](https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what) in the *AWS Billing and Cost Management User Guide* .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html#cfn-sagemaker-endpoint-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * Create a new `AWS::SageMaker::Endpoint`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnEndpointProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnEndpoint {
    /**
     * An Amazon CloudWatch alarm configured to monitor metrics on an endpoint.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-alarm.html
     */
    interface AlarmProperty {
        /**
         * The name of a CloudWatch alarm in your account.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-alarm.html#cfn-sagemaker-endpoint-alarm-alarmname
         */
        readonly alarmName: string;
    }
}
export declare namespace CfnEndpoint {
    /**
     * Automatic rollback configuration for handling endpoint deployment failures and recovery.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-autorollbackconfig.html
     */
    interface AutoRollbackConfigProperty {
        /**
         * List of CloudWatch alarms in your account that are configured to monitor metrics on an endpoint. If any alarms are tripped during a deployment, SageMaker rolls back the deployment.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-autorollbackconfig.html#cfn-sagemaker-endpoint-autorollbackconfig-alarms
         */
        readonly alarms: Array<CfnEndpoint.AlarmProperty | cdk.IResolvable> | cdk.IResolvable;
    }
}
export declare namespace CfnEndpoint {
    /**
     * Update policy for a blue/green deployment. If this update policy is specified, SageMaker creates a new fleet during the deployment while maintaining the old fleet. SageMaker flips traffic to the new fleet according to the specified traffic routing configuration. Only one update policy should be used in the deployment configuration. If no update policy is specified, SageMaker uses a blue/green deployment strategy with all at once traffic shifting by default.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-bluegreenupdatepolicy.html
     */
    interface BlueGreenUpdatePolicyProperty {
        /**
         * Maximum execution timeout for the deployment. Note that the timeout value should be larger than the total waiting time specified in `TerminationWaitInSeconds` and `WaitIntervalInSeconds` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-bluegreenupdatepolicy.html#cfn-sagemaker-endpoint-bluegreenupdatepolicy-maximumexecutiontimeoutinseconds
         */
        readonly maximumExecutionTimeoutInSeconds?: number;
        /**
         * Additional waiting time in seconds after the completion of an endpoint deployment before terminating the old endpoint fleet. Default is 0.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-bluegreenupdatepolicy.html#cfn-sagemaker-endpoint-bluegreenupdatepolicy-terminationwaitinseconds
         */
        readonly terminationWaitInSeconds?: number;
        /**
         * Defines the traffic routing strategy to shift traffic from the old fleet to the new fleet during an endpoint deployment.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-bluegreenupdatepolicy.html#cfn-sagemaker-endpoint-bluegreenupdatepolicy-trafficroutingconfiguration
         */
        readonly trafficRoutingConfiguration: CfnEndpoint.TrafficRoutingConfigProperty | cdk.IResolvable;
    }
}
export declare namespace CfnEndpoint {
    /**
     * Specifies the endpoint capacity to activate for production.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-capacitysize.html
     */
    interface CapacitySizeProperty {
        /**
         * Specifies the endpoint capacity type.
         *
         * - `INSTANCE_COUNT` : The endpoint activates based on the number of instances.
         * - `CAPACITY_PERCENT` : The endpoint activates based on the specified percentage of capacity.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-capacitysize.html#cfn-sagemaker-endpoint-capacitysize-type
         */
        readonly type: string;
        /**
         * Defines the capacity size, either as a number of instances or a capacity percentage.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-capacitysize.html#cfn-sagemaker-endpoint-capacitysize-value
         */
        readonly value: number;
    }
}
export declare namespace CfnEndpoint {
    /**
     * The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-deploymentconfig.html
     */
    interface DeploymentConfigProperty {
        /**
         * Automatic rollback configuration for handling endpoint deployment failures and recovery.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-deploymentconfig.html#cfn-sagemaker-endpoint-deploymentconfig-autorollbackconfiguration
         */
        readonly autoRollbackConfiguration?: CfnEndpoint.AutoRollbackConfigProperty | cdk.IResolvable;
        /**
         * Update policy for a blue/green deployment. If this update policy is specified, SageMaker creates a new fleet during the deployment while maintaining the old fleet. SageMaker flips traffic to the new fleet according to the specified traffic routing configuration. Only one update policy should be used in the deployment configuration. If no update policy is specified, SageMaker uses a blue/green deployment strategy with all at once traffic shifting by default.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-deploymentconfig.html#cfn-sagemaker-endpoint-deploymentconfig-bluegreenupdatepolicy
         */
        readonly blueGreenUpdatePolicy: CfnEndpoint.BlueGreenUpdatePolicyProperty | cdk.IResolvable;
    }
}
export declare namespace CfnEndpoint {
    /**
     * Defines the traffic routing strategy during an endpoint deployment to shift traffic from the old fleet to the new fleet.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-trafficroutingconfig.html
     */
    interface TrafficRoutingConfigProperty {
        /**
         * Batch size for the first step to turn on traffic on the new endpoint fleet. `Value` must be less than or equal to 50% of the variant's total instance count.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-trafficroutingconfig.html#cfn-sagemaker-endpoint-trafficroutingconfig-canarysize
         */
        readonly canarySize?: CfnEndpoint.CapacitySizeProperty | cdk.IResolvable;
        /**
         * Batch size for each step to turn on traffic on the new endpoint fleet. `Value` must be 10-50% of the variant's total instance count.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-trafficroutingconfig.html#cfn-sagemaker-endpoint-trafficroutingconfig-linearstepsize
         */
        readonly linearStepSize?: CfnEndpoint.CapacitySizeProperty | cdk.IResolvable;
        /**
         * Traffic routing strategy type.
         *
         * - `ALL_AT_ONCE` : Endpoint traffic shifts to the new fleet in a single step.
         * - `CANARY` : Endpoint traffic shifts to the new fleet in two steps. The first step is the canary, which is a small portion of the traffic. The second step is the remainder of the traffic.
         * - `LINEAR` : Endpoint traffic shifts to the new fleet in n steps of a configurable size.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-trafficroutingconfig.html#cfn-sagemaker-endpoint-trafficroutingconfig-type
         */
        readonly type: string;
        /**
         * The waiting time (in seconds) between incremental steps to turn on traffic on the new endpoint fleet.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-trafficroutingconfig.html#cfn-sagemaker-endpoint-trafficroutingconfig-waitintervalinseconds
         */
        readonly waitIntervalInSeconds?: number;
    }
}
export declare namespace CfnEndpoint {
    /**
     * Specifies a production variant property type for an Endpoint.
     *
     * If you are updating an Endpoint with the [RetainAllVariantProperties](https://docs.aws.amazon.com/sagemaker/latest/dg/API_UpdateEndpoint.html#SageMaker-UpdateEndpoint-request-RetainAllVariantProperties) option set to `true` , the `VarientProperty` objects listed in [ExcludeRetainedVariantProperties](https://docs.aws.amazon.com/sagemaker/latest/dg/API_UpdateEndpoint.html#SageMaker-UpdateEndpoint-request-ExcludeRetainedVariantProperties) override the existing variant properties of the Endpoint.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-variantproperty.html
     */
    interface VariantPropertyProperty {
        /**
         * The type of variant property. The supported values are:
         *
         * - `DesiredInstanceCount` : Overrides the existing variant instance counts using the [InitialInstanceCount](https://docs.aws.amazon.com/sagemaker/latest/dg/API_ProductionVariant.html#SageMaker-Type-ProductionVariant-InitialInstanceCount) values in the [ProductionVariants](https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpointConfig.html#SageMaker-CreateEndpointConfig-request-ProductionVariants) .
         * - `DesiredWeight` : Overrides the existing variant weights using the [InitialVariantWeight](https://docs.aws.amazon.com/sagemaker/latest/dg/API_ProductionVariant.html#SageMaker-Type-ProductionVariant-InitialVariantWeight) values in the [ProductionVariants](https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpointConfig.html#SageMaker-CreateEndpointConfig-request-ProductionVariants) .
         * - `DataCaptureConfig` : (Not currently supported.)
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-variantproperty.html#cfn-sagemaker-endpoint-variantproperty-variantpropertytype
         */
        readonly variantPropertyType?: string;
    }
}
/**
 * Properties for defining a `CfnEndpointConfig`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html
 */
export interface CfnEndpointConfigProps {
    /**
     * A list of `ProductionVariant` objects, one for each model that you want to host at this endpoint.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html#cfn-sagemaker-endpointconfig-productionvariants
     */
    readonly productionVariants: Array<CfnEndpointConfig.ProductionVariantProperty | cdk.IResolvable> | cdk.IResolvable;
    /**
     * Specifies configuration for how an endpoint performs asynchronous inference.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html#cfn-sagemaker-endpointconfig-asyncinferenceconfig
     */
    readonly asyncInferenceConfig?: CfnEndpointConfig.AsyncInferenceConfigProperty | cdk.IResolvable;
    /**
     * Specifies how to capture endpoint data for model monitor. The data capture configuration applies to all production variants hosted at the endpoint.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html#cfn-sagemaker-endpointconfig-datacaptureconfig
     */
    readonly dataCaptureConfig?: CfnEndpointConfig.DataCaptureConfigProperty | cdk.IResolvable;
    /**
     * The name of the endpoint configuration.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html#cfn-sagemaker-endpointconfig-endpointconfigname
     */
    readonly endpointConfigName?: string;
    /**
     * `AWS::SageMaker::EndpointConfig.ExplainerConfig`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html#cfn-sagemaker-endpointconfig-explainerconfig
     */
    readonly explainerConfig?: CfnEndpointConfig.ExplainerConfigProperty | cdk.IResolvable;
    /**
     * The Amazon Resource Name (ARN) of an AWS Key Management Service key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint.
     *
     * - Key ID: `1234abcd-12ab-34cd-56ef-1234567890ab`
     * - Key ARN: `arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab`
     * - Alias name: `alias/ExampleAlias`
     * - Alias name ARN: `arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias`
     *
     * The KMS key policy must grant permission to the IAM role that you specify in your `CreateEndpoint` , `UpdateEndpoint` requests. For more information, refer to the AWS Key Management Service section [Using Key Policies in AWS KMS](https://docs.aws.amazon.com//kms/latest/developerguide/key-policies.html)
     *
     * > Certain Nitro-based instances include local storage, dependent on the instance type. Local storage volumes are encrypted using a hardware module on the instance. You can't request a `KmsKeyId` when using an instance type with local storage. If any of the models that you specify in the `ProductionVariants` parameter use nitro-based instances with local storage, do not specify a value for the `KmsKeyId` parameter. If you specify a value for `KmsKeyId` when using any nitro-based instances with local storage, the call to `CreateEndpointConfig` fails.
     * >
     * > For a list of instance types that support local instance storage, see [Instance Store Volumes](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/InstanceStorage.html#instance-store-volumes) .
     * >
     * > For more information about local instance storage encryption, see [SSD Instance Store Volumes](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/ssd-instance-store.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html#cfn-sagemaker-endpointconfig-kmskeyid
     */
    readonly kmsKeyId?: string;
    /**
     * Array of `ProductionVariant` objects. There is one for each model that you want to host at this endpoint in shadow mode with production traffic replicated from the model specified on `ProductionVariants` . If you use this field, you can only specify one variant for `ProductionVariants` and one variant for `ShadowProductionVariants` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html#cfn-sagemaker-endpointconfig-shadowproductionvariants
     */
    readonly shadowProductionVariants?: Array<CfnEndpointConfig.ProductionVariantProperty | cdk.IResolvable> | cdk.IResolvable;
    /**
     * A list of key-value pairs to apply to this resource.
     *
     * For more information, see [Resource Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) and [Using Cost Allocation Tags](https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html#cfn-sagemaker-endpointconfig-tags
     */
    readonly tags?: cdk.CfnTag[];
}
/**
 * A CloudFormation `AWS::SageMaker::EndpointConfig`
 *
 * The `AWS::SageMaker::EndpointConfig` resource creates a configuration for an Amazon SageMaker endpoint. For more information, see [CreateEndpointConfig](https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpointConfig.html) in the *SageMaker Developer Guide* .
 *
 * @cloudformationResource AWS::SageMaker::EndpointConfig
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html
 */
export declare class CfnEndpointConfig extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::EndpointConfig";
    /**
     * 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): CfnEndpointConfig;
    /**
     * The name of the endpoint configuration, such as `MyEndpointConfiguration` .
     * @cloudformationAttribute EndpointConfigName
     */
    readonly attrEndpointConfigName: string;
    /**
     * A list of `ProductionVariant` objects, one for each model that you want to host at this endpoint.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html#cfn-sagemaker-endpointconfig-productionvariants
     */
    productionVariants: Array<CfnEndpointConfig.ProductionVariantProperty | cdk.IResolvable> | cdk.IResolvable;
    /**
     * Specifies configuration for how an endpoint performs asynchronous inference.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html#cfn-sagemaker-endpointconfig-asyncinferenceconfig
     */
    asyncInferenceConfig: CfnEndpointConfig.AsyncInferenceConfigProperty | cdk.IResolvable | undefined;
    /**
     * Specifies how to capture endpoint data for model monitor. The data capture configuration applies to all production variants hosted at the endpoint.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html#cfn-sagemaker-endpointconfig-datacaptureconfig
     */
    dataCaptureConfig: CfnEndpointConfig.DataCaptureConfigProperty | cdk.IResolvable | undefined;
    /**
     * The name of the endpoint configuration.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html#cfn-sagemaker-endpointconfig-endpointconfigname
     */
    endpointConfigName: string | undefined;
    /**
     * `AWS::SageMaker::EndpointConfig.ExplainerConfig`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html#cfn-sagemaker-endpointconfig-explainerconfig
     */
    explainerConfig: CfnEndpointConfig.ExplainerConfigProperty | cdk.IResolvable | undefined;
    /**
     * The Amazon Resource Name (ARN) of an AWS Key Management Service key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint.
     *
     * - Key ID: `1234abcd-12ab-34cd-56ef-1234567890ab`
     * - Key ARN: `arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab`
     * - Alias name: `alias/ExampleAlias`
     * - Alias name ARN: `arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias`
     *
     * The KMS key policy must grant permission to the IAM role that you specify in your `CreateEndpoint` , `UpdateEndpoint` requests. For more information, refer to the AWS Key Management Service section [Using Key Policies in AWS KMS](https://docs.aws.amazon.com//kms/latest/developerguide/key-policies.html)
     *
     * > Certain Nitro-based instances include local storage, dependent on the instance type. Local storage volumes are encrypted using a hardware module on the instance. You can't request a `KmsKeyId` when using an instance type with local storage. If any of the models that you specify in the `ProductionVariants` parameter use nitro-based instances with local storage, do not specify a value for the `KmsKeyId` parameter. If you specify a value for `KmsKeyId` when using any nitro-based instances with local storage, the call to `CreateEndpointConfig` fails.
     * >
     * > For a list of instance types that support local instance storage, see [Instance Store Volumes](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/InstanceStorage.html#instance-store-volumes) .
     * >
     * > For more information about local instance storage encryption, see [SSD Instance Store Volumes](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/ssd-instance-store.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html#cfn-sagemaker-endpointconfig-kmskeyid
     */
    kmsKeyId: string | undefined;
    /**
     * Array of `ProductionVariant` objects. There is one for each model that you want to host at this endpoint in shadow mode with production traffic replicated from the model specified on `ProductionVariants` . If you use this field, you can only specify one variant for `ProductionVariants` and one variant for `ShadowProductionVariants` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html#cfn-sagemaker-endpointconfig-shadowproductionvariants
     */
    shadowProductionVariants: Array<CfnEndpointConfig.ProductionVariantProperty | cdk.IResolvable> | cdk.IResolvable | undefined;
    /**
     * A list of key-value pairs to apply to this resource.
     *
     * For more information, see [Resource Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) and [Using Cost Allocation Tags](https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html#cfn-sagemaker-endpointconfig-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * Create a new `AWS::SageMaker::EndpointConfig`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnEndpointConfigProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnEndpointConfig {
    /**
     * Configures the behavior of the client used by SageMaker to interact with the model container during asynchronous inference.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-asyncinferenceclientconfig.html
     */
    interface AsyncInferenceClientConfigProperty {
        /**
         * The maximum number of concurrent requests sent by the SageMaker client to the model container. If no value is provided, SageMaker will choose an optimal value for you.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-asyncinferenceclientconfig.html#cfn-sagemaker-endpointconfig-asyncinferenceclientconfig-maxconcurrentinvocationsperinstance
         */
        readonly maxConcurrentInvocationsPerInstance?: number;
    }
}
export declare namespace CfnEndpointConfig {
    /**
     * Specifies configuration for how an endpoint performs asynchronous inference.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-asyncinferenceconfig.html
     */
    interface AsyncInferenceConfigProperty {
        /**
         * Configures the behavior of the client used by SageMaker to interact with the model container during asynchronous inference.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-asyncinferenceconfig.html#cfn-sagemaker-endpointconfig-asyncinferenceconfig-clientconfig
         */
        readonly clientConfig?: CfnEndpointConfig.AsyncInferenceClientConfigProperty | cdk.IResolvable;
        /**
         * Specifies the configuration for asynchronous inference invocation outputs.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-asyncinferenceconfig.html#cfn-sagemaker-endpointconfig-asyncinferenceconfig-outputconfig
         */
        readonly outputConfig: CfnEndpointConfig.AsyncInferenceOutputConfigProperty | cdk.IResolvable;
    }
}
export declare namespace CfnEndpointConfig {
    /**
     * Specifies the configuration for notifications of inference results for asynchronous inference.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-asyncinferencenotificationconfig.html
     */
    interface AsyncInferenceNotificationConfigProperty {
        /**
         * Amazon SNS topic to post a notification to when an inference fails. If no topic is provided, no notification is sent on failure.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-asyncinferencenotificationconfig.html#cfn-sagemaker-endpointconfig-asyncinferencenotificationconfig-errortopic
         */
        readonly errorTopic?: string;
        /**
         * Amazon SNS topic to post a notification to when an inference completes successfully. If no topic is provided, no notification is sent on success.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-asyncinferencenotificationconfig.html#cfn-sagemaker-endpointconfig-asyncinferencenotificationconfig-successtopic
         */
        readonly successTopic?: string;
    }
}
export declare namespace CfnEndpointConfig {
    /**
     * Specifies the configuration for asynchronous inference invocation outputs.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-asyncinferenceoutputconfig.html
     */
    interface AsyncInferenceOutputConfigProperty {
        /**
         * The AWS Key Management Service ( AWS KMS) key that Amazon SageMaker uses to encrypt the asynchronous inference output in Amazon S3.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-asyncinferenceoutputconfig.html#cfn-sagemaker-endpointconfig-asyncinferenceoutputconfig-kmskeyid
         */
        readonly kmsKeyId?: string;
        /**
         * Specifies the configuration for notifications of inference results for asynchronous inference.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-asyncinferenceoutputconfig.html#cfn-sagemaker-endpointconfig-asyncinferenceoutputconfig-notificationconfig
         */
        readonly notificationConfig?: CfnEndpointConfig.AsyncInferenceNotificationConfigProperty | cdk.IResolvable;
        /**
         * The Amazon S3 location to upload inference responses to.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-asyncinferenceoutputconfig.html#cfn-sagemaker-endpointconfig-asyncinferenceoutputconfig-s3outputpath
         */
        readonly s3OutputPath: string;
    }
}
export declare namespace CfnEndpointConfig {
    /**
     * Specifies the JSON and CSV content types of the data that the endpoint captures.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-datacaptureconfig-capturecontenttypeheader.html
     */
    interface CaptureContentTypeHeaderProperty {
        /**
         * A list of the CSV content types of the data that the endpoint captures. For the endpoint to capture the data, you must also specify the content type when you invoke the endpoint.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-datacaptureconfig-capturecontenttypeheader.html#cfn-sagemaker-endpointconfig-datacaptureconfig-capturecontenttypeheader-csvcontenttypes
         */
        readonly csvContentTypes?: string[];
        /**
         * A list of the JSON content types of the data that the endpoint captures. For the endpoint to capture the data, you must also specify the content type when you invoke the endpoint.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-datacaptureconfig-capturecontenttypeheader.html#cfn-sagemaker-endpointconfig-datacaptureconfig-capturecontenttypeheader-jsoncontenttypes
         */
        readonly jsonContentTypes?: string[];
    }
}
export declare namespace CfnEndpointConfig {
    /**
     * Specifies whether the endpoint captures input data or output data.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-captureoption.html
     */
    interface CaptureOptionProperty {
        /**
         * Specifies whether the endpoint captures input data or output data.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-captureoption.html#cfn-sagemaker-endpointconfig-captureoption-capturemode
         */
        readonly captureMode: string;
    }
}
export declare namespace CfnEndpointConfig {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyexplainerconfig.html
     */
    interface ClarifyExplainerConfigProperty {
        /**
         * `CfnEndpointConfig.ClarifyExplainerConfigProperty.EnableExplanations`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyexplainerconfig.html#cfn-sagemaker-endpointconfig-clarifyexplainerconfig-enableexplanations
         */
        readonly enableExplanations?: string;
        /**
         * `CfnEndpointConfig.ClarifyExplainerConfigProperty.InferenceConfig`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyexplainerconfig.html#cfn-sagemaker-endpointconfig-clarifyexplainerconfig-inferenceconfig
         */
        readonly inferenceConfig?: CfnEndpointConfig.ClarifyInferenceConfigProperty | cdk.IResolvable;
        /**
         * `CfnEndpointConfig.ClarifyExplainerConfigProperty.ShapConfig`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyexplainerconfig.html#cfn-sagemaker-endpointconfig-clarifyexplainerconfig-shapconfig
         */
        readonly shapConfig: CfnEndpointConfig.ClarifyShapConfigProperty | cdk.IResolvable;
    }
}
export declare namespace CfnEndpointConfig {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyinferenceconfig.html
     */
    interface ClarifyInferenceConfigProperty {
        /**
         * `CfnEndpointConfig.ClarifyInferenceConfigProperty.ContentTemplate`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyinferenceconfig.html#cfn-sagemaker-endpointconfig-clarifyinferenceconfig-contenttemplate
         */
        readonly contentTemplate?: string;
        /**
         * `CfnEndpointConfig.ClarifyInferenceConfigProperty.FeatureHeaders`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyinferenceconfig.html#cfn-sagemaker-endpointconfig-clarifyinferenceconfig-featureheaders
         */
        readonly featureHeaders?: string[];
        /**
         * `CfnEndpointConfig.ClarifyInferenceConfigProperty.FeatureTypes`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyinferenceconfig.html#cfn-sagemaker-endpointconfig-clarifyinferenceconfig-featuretypes
         */
        readonly featureTypes?: string[];
        /**
         * `CfnEndpointConfig.ClarifyInferenceConfigProperty.FeaturesAttribute`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyinferenceconfig.html#cfn-sagemaker-endpointconfig-clarifyinferenceconfig-featuresattribute
         */
        readonly featuresAttribute?: string;
        /**
         * `CfnEndpointConfig.ClarifyInferenceConfigProperty.LabelAttribute`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyinferenceconfig.html#cfn-sagemaker-endpointconfig-clarifyinferenceconfig-labelattribute
         */
        readonly labelAttribute?: string;
        /**
         * `CfnEndpointConfig.ClarifyInferenceConfigProperty.LabelHeaders`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyinferenceconfig.html#cfn-sagemaker-endpointconfig-clarifyinferenceconfig-labelheaders
         */
        readonly labelHeaders?: string[];
        /**
         * `CfnEndpointConfig.ClarifyInferenceConfigProperty.LabelIndex`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyinferenceconfig.html#cfn-sagemaker-endpointconfig-clarifyinferenceconfig-labelindex
         */
        readonly labelIndex?: number;
        /**
         * `CfnEndpointConfig.ClarifyInferenceConfigProperty.MaxPayloadInMB`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyinferenceconfig.html#cfn-sagemaker-endpointconfig-clarifyinferenceconfig-maxpayloadinmb
         */
        readonly maxPayloadInMb?: number;
        /**
         * `CfnEndpointConfig.ClarifyInferenceConfigProperty.MaxRecordCount`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyinferenceconfig.html#cfn-sagemaker-endpointconfig-clarifyinferenceconfig-maxrecordcount
         */
        readonly maxRecordCount?: number;
        /**
         * `CfnEndpointConfig.ClarifyInferenceConfigProperty.ProbabilityAttribute`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyinferenceconfig.html#cfn-sagemaker-endpointconfig-clarifyinferenceconfig-probabilityattribute
         */
        readonly probabilityAttribute?: string;
        /**
         * `CfnEndpointConfig.ClarifyInferenceConfigProperty.ProbabilityIndex`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyinferenceconfig.html#cfn-sagemaker-endpointconfig-clarifyinferenceconfig-probabilityindex
         */
        readonly probabilityIndex?: number;
    }
}
export declare namespace CfnEndpointConfig {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyshapbaselineconfig.html
     */
    interface ClarifyShapBaselineConfigProperty {
        /**
         * `CfnEndpointConfig.ClarifyShapBaselineConfigProperty.MimeType`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyshapbaselineconfig.html#cfn-sagemaker-endpointconfig-clarifyshapbaselineconfig-mimetype
         */
        readonly mimeType?: string;
        /**
         * `CfnEndpointConfig.ClarifyShapBaselineConfigProperty.ShapBaseline`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyshapbaselineconfig.html#cfn-sagemaker-endpointconfig-clarifyshapbaselineconfig-shapbaseline
         */
        readonly shapBaseline?: string;
        /**
         * `CfnEndpointConfig.ClarifyShapBaselineConfigProperty.ShapBaselineUri`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyshapbaselineconfig.html#cfn-sagemaker-endpointconfig-clarifyshapbaselineconfig-shapbaselineuri
         */
        readonly shapBaselineUri?: string;
    }
}
export declare namespace CfnEndpointConfig {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyshapconfig.html
     */
    interface ClarifyShapConfigProperty {
        /**
         * `CfnEndpointConfig.ClarifyShapConfigProperty.NumberOfSamples`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyshapconfig.html#cfn-sagemaker-endpointconfig-clarifyshapconfig-numberofsamples
         */
        readonly numberOfSamples?: number;
        /**
         * `CfnEndpointConfig.ClarifyShapConfigProperty.Seed`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyshapconfig.html#cfn-sagemaker-endpointconfig-clarifyshapconfig-seed
         */
        readonly seed?: number;
        /**
         * `CfnEndpointConfig.ClarifyShapConfigProperty.ShapBaselineConfig`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyshapconfig.html#cfn-sagemaker-endpointconfig-clarifyshapconfig-shapbaselineconfig
         */
        readonly shapBaselineConfig: CfnEndpointConfig.ClarifyShapBaselineConfigProperty | cdk.IResolvable;
        /**
         * `CfnEndpointConfig.ClarifyShapConfigProperty.TextConfig`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyshapconfig.html#cfn-sagemaker-endpointconfig-clarifyshapconfig-textconfig
         */
        readonly textConfig?: CfnEndpointConfig.ClarifyTextConfigProperty | cdk.IResolvable;
        /**
         * `CfnEndpointConfig.ClarifyShapConfigProperty.UseLogit`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifyshapconfig.html#cfn-sagemaker-endpointconfig-clarifyshapconfig-uselogit
         */
        readonly useLogit?: boolean | cdk.IResolvable;
    }
}
export declare namespace CfnEndpointConfig {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifytextconfig.html
     */
    interface ClarifyTextConfigProperty {
        /**
         * `CfnEndpointConfig.ClarifyTextConfigProperty.Granularity`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifytextconfig.html#cfn-sagemaker-endpointconfig-clarifytextconfig-granularity
         */
        readonly granularity: string;
        /**
         * `CfnEndpointConfig.ClarifyTextConfigProperty.Language`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-clarifytextconfig.html#cfn-sagemaker-endpointconfig-clarifytextconfig-language
         */
        readonly language: string;
    }
}
export declare namespace CfnEndpointConfig {
    /**
     * Specifies the configuration of your endpoint for model monitor data capture.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-datacaptureconfig.html
     */
    interface DataCaptureConfigProperty {
        /**
         * A list of the JSON and CSV content type that the endpoint captures.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-datacaptureconfig.html#cfn-sagemaker-endpointconfig-datacaptureconfig-capturecontenttypeheader
         */
        readonly captureContentTypeHeader?: CfnEndpointConfig.CaptureContentTypeHeaderProperty | cdk.IResolvable;
        /**
         * Specifies whether the endpoint captures input data to your model, output data from your model, or both.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-datacaptureconfig.html#cfn-sagemaker-endpointconfig-datacaptureconfig-captureoptions
         */
        readonly captureOptions: Array<CfnEndpointConfig.CaptureOptionProperty | cdk.IResolvable> | cdk.IResolvable;
        /**
         * The S3 bucket where model monitor stores captured data.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-datacaptureconfig.html#cfn-sagemaker-endpointconfig-datacaptureconfig-destinations3uri
         */
        readonly destinationS3Uri: string;
        /**
         * Set to `True` to enable data capture.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-datacaptureconfig.html#cfn-sagemaker-endpointconfig-datacaptureconfig-enablecapture
         */
        readonly enableCapture?: boolean | cdk.IResolvable;
        /**
         * The percentage of data to capture.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-datacaptureconfig.html#cfn-sagemaker-endpointconfig-datacaptureconfig-initialsamplingpercentage
         */
        readonly initialSamplingPercentage: number;
        /**
         * The AWS Key Management Service ( AWS KMS) key that Amazon SageMaker uses to encrypt the captured data at rest using Amazon S3 server-side encryption. The KmsKeyId can be any of the following formats: Key ID: 1234abcd-12ab-34cd-56ef-1234567890ab Key ARN: arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab Alias name: alias/ExampleAlias Alias name ARN: arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias If you don't provide a KMS key ID, Amazon SageMaker uses the default KMS key for Amazon S3 for your role's account. For more information, see KMS-Managed Encryption Keys (https://docs.aws.amazon.com/AmazonS3/latest/dev/UsingKMSEncryption.html) in the Amazon Simple Storage Service Developer Guide. The KMS key policy must grant permission to the IAM role that you specify in your CreateModel (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateModel.html) request. For more information, see Using Key Policies in AWS KMS (http://docs.aws.amazon.com/kms/latest/developerguide/key-policies.html) in the AWS Key Management Service Developer Guide.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-datacaptureconfig.html#cfn-sagemaker-endpointconfig-datacaptureconfig-kmskeyid
         */
        readonly kmsKeyId?: string;
    }
}
export declare namespace CfnEndpointConfig {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-explainerconfig.html
     */
    interface ExplainerConfigProperty {
        /**
         * `CfnEndpointConfig.ExplainerConfigProperty.ClarifyExplainerConfig`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-explainerconfig.html#cfn-sagemaker-endpointconfig-explainerconfig-clarifyexplainerconfig
         */
        readonly clarifyExplainerConfig?: CfnEndpointConfig.ClarifyExplainerConfigProperty | cdk.IResolvable;
    }
}
export declare namespace CfnEndpointConfig {
    /**
     * Specifies a model that you want to host and the resources to deploy for hosting it. If you are deploying multiple models, tell Amazon SageMaker how to distribute traffic among the models by specifying the `InitialVariantWeight` objects.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html
     */
    interface ProductionVariantProperty {
        /**
         * The size of the Elastic Inference (EI) instance to use for the production variant. EI instances provide on-demand GPU computing for inference. For more information, see [Using Elastic Inference in Amazon SageMaker](https://docs.aws.amazon.com/sagemaker/latest/dg/ei.html) . For more information, see [Using Elastic Inference in Amazon SageMaker](https://docs.aws.amazon.com/sagemaker/latest/dg/ei.html) .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-acceleratortype
         */
        readonly acceleratorType?: string;
        /**
         * `CfnEndpointConfig.ProductionVariantProperty.ContainerStartupHealthCheckTimeoutInSeconds`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-containerstartuphealthchecktimeoutinseconds
         */
        readonly containerStartupHealthCheckTimeoutInSeconds?: number;
        /**
         * Number of instances to launch initially.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-initialinstancecount
         */
        readonly initialInstanceCount?: number;
        /**
         * Determines initial traffic distribution among all of the models that you specify in the endpoint configuration. The traffic to a production variant is determined by the ratio of the `VariantWeight` to the sum of all `VariantWeight` values across all ProductionVariants. If unspecified, it defaults to 1.0.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-initialvariantweight
         */
        readonly initialVariantWeight: number;
        /**
         * The ML compute instance type.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-instancetype
         */
        readonly instanceType?: string;
        /**
         * `CfnEndpointConfig.ProductionVariantProperty.ModelDataDownloadTimeoutInSeconds`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-modeldatadownloadtimeoutinseconds
         */
        readonly modelDataDownloadTimeoutInSeconds?: number;
        /**
         * The name of the model that you want to host. This is the name that you specified when creating the model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-modelname
         */
        readonly modelName: string;
        /**
         * The serverless configuration for an endpoint. Specifies a serverless endpoint configuration instead of an instance-based endpoint configuration.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-serverlessconfig
         */
        readonly serverlessConfig?: CfnEndpointConfig.ServerlessConfigProperty | cdk.IResolvable;
        /**
         * The name of the production variant.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-variantname
         */
        readonly variantName: string;
        /**
         * `CfnEndpointConfig.ProductionVariantProperty.VolumeSizeInGB`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-volumesizeingb
         */
        readonly volumeSizeInGb?: number;
    }
}
export declare namespace CfnEndpointConfig {
    /**
     * Specifies the serverless configuration for an endpoint variant.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant-serverlessconfig.html
     */
    interface ServerlessConfigProperty {
        /**
         * The maximum number of concurrent invocations your serverless endpoint can process.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant-serverlessconfig.html#cfn-sagemaker-endpointconfig-productionvariant-serverlessconfig-maxconcurrency
         */
        readonly maxConcurrency: number;
        /**
         * The memory size of your serverless endpoint. Valid values are in 1 GB increments: 1024 MB, 2048 MB, 3072 MB, 4096 MB, 5120 MB, or 6144 MB.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant-serverlessconfig.html#cfn-sagemaker-endpointconfig-productionvariant-serverlessconfig-memorysizeinmb
         */
        readonly memorySizeInMb: number;
    }
}
/**
 * Properties for defining a `CfnFeatureGroup`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html
 */
export interface CfnFeatureGroupProps {
    /**
     * The name of the feature that stores the `EventTime` of a Record in a `FeatureGroup` .
     *
     * A `EventTime` is point in time when a new event occurs that corresponds to the creation or update of a `Record` in `FeatureGroup` . All `Records` in the `FeatureGroup` must have a corresponding `EventTime` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-eventtimefeaturename
     */
    readonly eventTimeFeatureName: string;
    /**
     * A list of `Feature` s. Each `Feature` must include a `FeatureName` and a `FeatureType` .
     *
     * Valid `FeatureType` s are `Integral` , `Fractional` and `String` .
     *
     * `FeatureName` s cannot be any of the following: `is_deleted` , `write_time` , `api_invocation_time` .
     *
     * You can create up to 2,500 `FeatureDefinition` s per `FeatureGroup` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-featuredefinitions
     */
    readonly featureDefinitions: Array<CfnFeatureGroup.FeatureDefinitionProperty | cdk.IResolvable> | cdk.IResolvable;
    /**
     * The name of the `FeatureGroup` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-featuregroupname
     */
    readonly featureGroupName: string;
    /**
     * The name of the `Feature` whose value uniquely identifies a `Record` defined in the `FeatureGroup` `FeatureDefinitions` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-recordidentifierfeaturename
     */
    readonly recordIdentifierFeatureName: string;
    /**
     * A free form description of a `FeatureGroup` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-description
     */
    readonly description?: string;
    /**
     * The configuration of an `OfflineStore` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-offlinestoreconfig
     */
    readonly offlineStoreConfig?: any | cdk.IResolvable;
    /**
     * The configuration of an `OnlineStore` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-onlinestoreconfig
     */
    readonly onlineStoreConfig?: any | cdk.IResolvable;
    /**
     * The Amazon Resource Name (ARN) of the IAM execution role used to create the feature group.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-rolearn
     */
    readonly roleArn?: string;
    /**
     * Tags used to define a `FeatureGroup` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-tags
     */
    readonly tags?: cdk.CfnTag[];
}
/**
 * A CloudFormation `AWS::SageMaker::FeatureGroup`
 *
 * Create a new `FeatureGroup` . A `FeatureGroup` is a group of `Features` defined in the `FeatureStore` to describe a `Record` .
 *
 * The `FeatureGroup` defines the schema and features contained in the FeatureGroup. A `FeatureGroup` definition is composed of a list of `Features` , a `RecordIdentifierFeatureName` , an `EventTimeFeatureName` and configurations for its `OnlineStore` and `OfflineStore` . Check [AWS service quotas](https://docs.aws.amazon.com/general/latest/gr/aws_service_limits.html) to see the `FeatureGroup` s quota for your AWS account.
 *
 * > You must include at least one of `OnlineStoreConfig` and `OfflineStoreConfig` to create a `FeatureGroup` .
 *
 * @cloudformationResource AWS::SageMaker::FeatureGroup
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html
 */
export declare class CfnFeatureGroup extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::FeatureGroup";
    /**
     * 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): CfnFeatureGroup;
    /**
     * The name of the feature that stores the `EventTime` of a Record in a `FeatureGroup` .
     *
     * A `EventTime` is point in time when a new event occurs that corresponds to the creation or update of a `Record` in `FeatureGroup` . All `Records` in the `FeatureGroup` must have a corresponding `EventTime` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-eventtimefeaturename
     */
    eventTimeFeatureName: string;
    /**
     * A list of `Feature` s. Each `Feature` must include a `FeatureName` and a `FeatureType` .
     *
     * Valid `FeatureType` s are `Integral` , `Fractional` and `String` .
     *
     * `FeatureName` s cannot be any of the following: `is_deleted` , `write_time` , `api_invocation_time` .
     *
     * You can create up to 2,500 `FeatureDefinition` s per `FeatureGroup` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-featuredefinitions
     */
    featureDefinitions: Array<CfnFeatureGroup.FeatureDefinitionProperty | cdk.IResolvable> | cdk.IResolvable;
    /**
     * The name of the `FeatureGroup` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-featuregroupname
     */
    featureGroupName: string;
    /**
     * The name of the `Feature` whose value uniquely identifies a `Record` defined in the `FeatureGroup` `FeatureDefinitions` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-recordidentifierfeaturename
     */
    recordIdentifierFeatureName: string;
    /**
     * A free form description of a `FeatureGroup` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-description
     */
    description: string | undefined;
    /**
     * The configuration of an `OfflineStore` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-offlinestoreconfig
     */
    offlineStoreConfig: any | cdk.IResolvable | undefined;
    /**
     * The configuration of an `OnlineStore` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-onlinestoreconfig
     */
    onlineStoreConfig: any | cdk.IResolvable | undefined;
    /**
     * The Amazon Resource Name (ARN) of the IAM execution role used to create the feature group.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-rolearn
     */
    roleArn: string | undefined;
    /**
     * Tags used to define a `FeatureGroup` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * Create a new `AWS::SageMaker::FeatureGroup`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnFeatureGroupProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnFeatureGroup {
    /**
     * The meta data of the Glue table which serves as data catalog for the `OfflineStore` .
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-featuregroup-datacatalogconfig.html
     */
    interface DataCatalogConfigProperty {
        /**
         * The name of the Glue table catalog.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-featuregroup-datacatalogconfig.html#cfn-sagemaker-featuregroup-datacatalogconfig-catalog
         */
        readonly catalog: string;
        /**
         * The name of the Glue table database.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-featuregroup-datacatalogconfig.html#cfn-sagemaker-featuregroup-datacatalogconfig-database
         */
        readonly database: string;
        /**
         * The name of the Glue table.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-featuregroup-datacatalogconfig.html#cfn-sagemaker-featuregroup-datacatalogconfig-tablename
         */
        readonly tableName: string;
    }
}
export declare namespace CfnFeatureGroup {
    /**
     * A list of features. You must include `FeatureName` and `FeatureType` . Valid feature `FeatureType` s are `Integral` , `Fractional` and `String` .
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-featuregroup-featuredefinition.html
     */
    interface FeatureDefinitionProperty {
        /**
         * The name of a feature. The type must be a string. `FeatureName` cannot be any of the following: `is_deleted` , `write_time` , `api_invocation_time` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-featuregroup-featuredefinition.html#cfn-sagemaker-featuregroup-featuredefinition-featurename
         */
        readonly featureName: string;
        /**
         * The value type of a feature. Valid values are Integral, Fractional, or String.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-featuregroup-featuredefinition.html#cfn-sagemaker-featuregroup-featuredefinition-featuretype
         */
        readonly featureType: string;
    }
}
export declare namespace CfnFeatureGroup {
    /**
     * The configuration of an `OfflineStore` .
     *
     * Provide an `OfflineStoreConfig` in a request to `CreateFeatureGroup` to create an `OfflineStore` .
     *
     * To encrypt an `OfflineStore` using at rest data encryption, specify AWS Key Management Service (KMS) key ID, or `KMSKeyId` , in `S3StorageConfig` .
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-featuregroup-offlinestoreconfig.html
     */
    interface OfflineStoreConfigProperty {
        /**
         * The meta data of the Glue table that is autogenerated when an `OfflineStore` is created.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-featuregroup-offlinestoreconfig.html#cfn-sagemaker-featuregroup-offlinestoreconfig-datacatalogconfig
         */
        readonly dataCatalogConfig?: CfnFeatureGroup.DataCatalogConfigProperty | cdk.IResolvable;
        /**
         * Set to `True` to disable the automatic creation of an AWS Glue table when configuring an `OfflineStore` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-featuregroup-offlinestoreconfig.html#cfn-sagemaker-featuregroup-offlinestoreconfig-disablegluetablecreation
         */
        readonly disableGlueTableCreation?: boolean | cdk.IResolvable;
        /**
         * The Amazon Simple Storage (Amazon S3) location of `OfflineStore` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-featuregroup-offlinestoreconfig.html#cfn-sagemaker-featuregroup-offlinestoreconfig-s3storageconfig
         */
        readonly s3StorageConfig: CfnFeatureGroup.S3StorageConfigProperty | cdk.IResolvable;
        /**
         * `CfnFeatureGroup.OfflineStoreConfigProperty.TableFormat`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-featuregroup-offlinestoreconfig.html#cfn-sagemaker-featuregroup-offlinestoreconfig-tableformat
         */
        readonly tableFormat?: string;
    }
}
export declare namespace CfnFeatureGroup {
    /**
     * Use this to specify the AWS Key Management Service (KMS) Key ID, or `KMSKeyId` , for at rest data encryption. You can turn `OnlineStore` on or off by specifying the `EnableOnlineStore` flag at General Assembly; the default value is `False` .
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-featuregroup-onlinestoreconfig.html
     */
    interface OnlineStoreConfigProperty {
        /**
         * Turn `OnlineStore` off by specifying `False` for the `EnableOnlineStore` flag. Turn `OnlineStore` on by specifying `True` for the `EnableOnlineStore` flag.
         *
         * The default value is `False` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-featuregroup-onlinestoreconfig.html#cfn-sagemaker-featuregroup-onlinestoreconfig-enableonlinestore
         */
        readonly enableOnlineStore?: boolean | cdk.IResolvable;
        /**
         * Use to specify KMS Key ID ( `KMSKeyId` ) for at-rest encryption of your `OnlineStore` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-featuregroup-onlinestoreconfig.html#cfn-sagemaker-featuregroup-onlinestoreconfig-securityconfig
         */
        readonly securityConfig?: CfnFeatureGroup.OnlineStoreSecurityConfigProperty | cdk.IResolvable;
    }
}
export declare namespace CfnFeatureGroup {
    /**
     * The security configuration for `OnlineStore` .
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-featuregroup-onlinestoresecurityconfig.html
     */
    interface OnlineStoreSecurityConfigProperty {
        /**
         * The AWS Key Management Service (KMS) key ARN that SageMaker Feature Store uses to encrypt the Amazon S3 objects at rest using Amazon S3 server-side encryption.
         *
         * The caller (either user or IAM role) of `CreateFeatureGroup` must have below permissions to the `OnlineStore` `KmsKeyId` :
         *
         * - `"kms:Encrypt"`
         * - `"kms:Decrypt"`
         * - `"kms:DescribeKey"`
         * - `"kms:CreateGrant"`
         * - `"kms:RetireGrant"`
         * - `"kms:ReEncryptFrom"`
         * - `"kms:ReEncryptTo"`
         * - `"kms:GenerateDataKey"`
         * - `"kms:ListAliases"`
         * - `"kms:ListGrants"`
         * - `"kms:RevokeGrant"`
         *
         * The caller (either user or IAM role) to all DataPlane operations ( `PutRecord` , `GetRecord` , `DeleteRecord` ) must have the following permissions to the `KmsKeyId` :
         *
         * - `"kms:Decrypt"`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-featuregroup-onlinestoresecurityconfig.html#cfn-sagemaker-featuregroup-onlinestoresecurityconfig-kmskeyid
         */
        readonly kmsKeyId?: string;
    }
}
export declare namespace CfnFeatureGroup {
    /**
     * The Amazon Simple Storage (Amazon S3) location and and security configuration for `OfflineStore` .
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-featuregroup-s3storageconfig.html
     */
    interface S3StorageConfigProperty {
        /**
         * The AWS Key Management Service (KMS) key ARN of the key used to encrypt any objects written into the `OfflineStore` S3 location.
         *
         * The IAM `roleARN` that is passed as a parameter to `CreateFeatureGroup` must have below permissions to the `KmsKeyId` :
         *
         * - `"kms:GenerateDataKey"`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-featuregroup-s3storageconfig.html#cfn-sagemaker-featuregroup-s3storageconfig-kmskeyid
         */
        readonly kmsKeyId?: string;
        /**
         * The S3 URI, or location in Amazon S3, of `OfflineStore` .
         *
         * S3 URIs have a format similar to the following: `s3://example-bucket/prefix/` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-featuregroup-s3storageconfig.html#cfn-sagemaker-featuregroup-s3storageconfig-s3uri
         */
        readonly s3Uri: string;
    }
}
/**
 * Properties for defining a `CfnImage`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-image.html
 */
export interface CfnImageProps {
    /**
     * The name of the Image. Must be unique by region in your account.
     *
     * *Length Constraints* : Minimum length of 1. Maximum length of 63.
     *
     * *Pattern* : `^[a-zA-Z0-9]([-.]?[a-zA-Z0-9]){0,62}$`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-image.html#cfn-sagemaker-image-imagename
     */
    readonly imageName: string;
    /**
     * The Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker to perform tasks on your behalf.
     *
     * *Length Constraints* : Minimum length of 20. Maximum length of 2048.
     *
     * *Pattern* : `^arn:aws[a-z\-]*:iam::\d{12}:role/?[a-zA-Z_0-9+=,.@\-_/]+$`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-image.html#cfn-sagemaker-image-imagerolearn
     */
    readonly imageRoleArn: string;
    /**
     * The description of the image.
     *
     * *Length Constraints* : Minimum length of 1. Maximum length of 512.
     *
     * *Pattern* : `.*`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-image.html#cfn-sagemaker-image-imagedescription
     */
    readonly imageDescription?: string;
    /**
     * The display name of the image.
     *
     * *Length Constraints* : Minimum length of 1. Maximum length of 128.
     *
     * *Pattern* : `^\S(.*\S)?$`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-image.html#cfn-sagemaker-image-imagedisplayname
     */
    readonly imageDisplayName?: string;
    /**
     * A list of key-value pairs to apply to this resource.
     *
     * *Array Members* : Minimum number of 0 items. Maximum number of 50 items.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-image.html#cfn-sagemaker-image-tags
     */
    readonly tags?: cdk.CfnTag[];
}
/**
 * A CloudFormation `AWS::SageMaker::Image`
 *
 * Creates a custom SageMaker image. A SageMaker image is a set of image versions. Each image version represents a container image stored in Amazon Elastic Container Registry (ECR). For more information, see [Bring your own SageMaker image](https://docs.aws.amazon.com/sagemaker/latest/dg/studio-byoi.html) .
 *
 * @cloudformationResource AWS::SageMaker::Image
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-image.html
 */
export declare class CfnImage extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::Image";
    /**
     * A factory method that creates a new instance of this class from an object
     * containing the CloudFormation properties of this resource.
     * Used in the @aws-cdk/cloudformation-include module.
     *
     * @internal
     */
    static _fromCloudFormation(scope: constructs.Construct, id: string, resourceAttributes: any, options: cfn_parse.FromCloudFormationOptions): CfnImage;
    /**
     * The Amazon Resource Name (ARN) of the image.
     *
     * *Type* : String
     *
     * *Length Constraints* : Maximum length of 256.
     *
     * *Pattern* : `^arn:aws(-[\w]+)*:sagemaker:.+:[0-9]{12}:image/[a-z0-9]([-.]?[a-z0-9])*$`
     * @cloudformationAttribute ImageArn
     */
    readonly attrImageArn: string;
    /**
     * The name of the Image. Must be unique by region in your account.
     *
     * *Length Constraints* : Minimum length of 1. Maximum length of 63.
     *
     * *Pattern* : `^[a-zA-Z0-9]([-.]?[a-zA-Z0-9]){0,62}$`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-image.html#cfn-sagemaker-image-imagename
     */
    imageName: string;
    /**
     * The Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker to perform tasks on your behalf.
     *
     * *Length Constraints* : Minimum length of 20. Maximum length of 2048.
     *
     * *Pattern* : `^arn:aws[a-z\-]*:iam::\d{12}:role/?[a-zA-Z_0-9+=,.@\-_/]+$`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-image.html#cfn-sagemaker-image-imagerolearn
     */
    imageRoleArn: string;
    /**
     * The description of the image.
     *
     * *Length Constraints* : Minimum length of 1. Maximum length of 512.
     *
     * *Pattern* : `.*`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-image.html#cfn-sagemaker-image-imagedescription
     */
    imageDescription: string | undefined;
    /**
     * The display name of the image.
     *
     * *Length Constraints* : Minimum length of 1. Maximum length of 128.
     *
     * *Pattern* : `^\S(.*\S)?$`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-image.html#cfn-sagemaker-image-imagedisplayname
     */
    imageDisplayName: string | undefined;
    /**
     * A list of key-value pairs to apply to this resource.
     *
     * *Array Members* : Minimum number of 0 items. Maximum number of 50 items.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-image.html#cfn-sagemaker-image-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * Create a new `AWS::SageMaker::Image`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnImageProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
/**
 * Properties for defining a `CfnImageVersion`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-imageversion.html
 */
export interface CfnImageVersionProps {
    /**
     * The container image that the SageMaker image version is based on.
     *
     * *Length Constraints* : Minimum length of 1. Maximum length of 255.
     *
     * *Pattern* : `.*`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-imageversion.html#cfn-sagemaker-imageversion-baseimage
     */
    readonly baseImage: string;
    /**
     * The name of the parent image.
     *
     * *Length Constraints* : Minimum length of 1. Maximum length of 63.
     *
     * *Pattern* : `^[a-zA-Z0-9]([-.]?[a-zA-Z0-9]){0,62}$`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-imageversion.html#cfn-sagemaker-imageversion-imagename
     */
    readonly imageName: string;
}
/**
 * A CloudFormation `AWS::SageMaker::ImageVersion`
 *
 * Creates a version of the SageMaker image specified by `ImageName` . The version represents the Amazon Container Registry (ECR) container image specified by `BaseImage` .
 *
 * > You can use the `DependsOn` attribute to specify that the creation of a specific resource follows another. You can use it for the following use cases. For more information, see [`DependsOn` attribute](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-attribute-dependson.html) .
 * >
 * > 1. `DependsOn` can be used to establish a parent/child relationship between `ImageVersion` and `Image` where the `ImageVersion` `DependsOn` the `Image` .
 * >
 * > 2. `DependsOn` can be used to establish order among `ImageVersion` s within the same `Image` namespace. For example, if ImageVersionB `DependsOn` ImageVersionA and both share the same parent `Image` , then ImageVersionA is version N and ImageVersionB is N+1.
 *
 * @cloudformationResource AWS::SageMaker::ImageVersion
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-imageversion.html
 */
export declare class CfnImageVersion extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::ImageVersion";
    /**
     * 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): CfnImageVersion;
    /**
     * The URI of the container image version referenced by ImageVersion.
     * @cloudformationAttribute ContainerImage
     */
    readonly attrContainerImage: string;
    /**
     * The Amazon Resource Name (ARN) of the parent Image.
     * @cloudformationAttribute ImageArn
     */
    readonly attrImageArn: string;
    /**
     * The Amazon Resource Name (ARN) of the image version.
     *
     * *Type* : String
     *
     * *Length Constraints* : Maximum length of 256.
     *
     * *Pattern* : `^arn:aws(-[\w]+)*:sagemaker:.+:[0-9]{12}:image-version/[a-z0-9]([-.]?[a-z0-9])* /[0-9]+$`
     * @cloudformationAttribute ImageVersionArn
     */
    readonly attrImageVersionArn: string;
    /**
     * The version of the image.
     * @cloudformationAttribute Version
     */
    readonly attrVersion: number;
    /**
     * The container image that the SageMaker image version is based on.
     *
     * *Length Constraints* : Minimum length of 1. Maximum length of 255.
     *
     * *Pattern* : `.*`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-imageversion.html#cfn-sagemaker-imageversion-baseimage
     */
    baseImage: string;
    /**
     * The name of the parent image.
     *
     * *Length Constraints* : Minimum length of 1. Maximum length of 63.
     *
     * *Pattern* : `^[a-zA-Z0-9]([-.]?[a-zA-Z0-9]){0,62}$`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-imageversion.html#cfn-sagemaker-imageversion-imagename
     */
    imageName: string;
    /**
     * Create a new `AWS::SageMaker::ImageVersion`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnImageVersionProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
/**
 * Properties for defining a `CfnInferenceExperiment`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html
 */
export interface CfnInferenceExperimentProps {
    /**
     * `AWS::SageMaker::InferenceExperiment.EndpointName`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-endpointname
     */
    readonly endpointName: string;
    /**
     * `AWS::SageMaker::InferenceExperiment.ModelVariants`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-modelvariants
     */
    readonly modelVariants: Array<CfnInferenceExperiment.ModelVariantConfigProperty | cdk.IResolvable> | cdk.IResolvable;
    /**
     * The name of the inference experiment.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-name
     */
    readonly name: string;
    /**
     * The ARN of the IAM role that Amazon SageMaker can assume to access model artifacts and container images, and manage Amazon SageMaker Inference endpoints for model deployment.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-rolearn
     */
    readonly roleArn: string;
    /**
     * The type of the inference experiment.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-type
     */
    readonly type: string;
    /**
     * `AWS::SageMaker::InferenceExperiment.DataStorageConfig`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-datastorageconfig
     */
    readonly dataStorageConfig?: CfnInferenceExperiment.DataStorageConfigProperty | cdk.IResolvable;
    /**
     * The description of the inference experiment.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-description
     */
    readonly description?: string;
    /**
     * `AWS::SageMaker::InferenceExperiment.DesiredState`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-desiredstate
     */
    readonly desiredState?: string;
    /**
     * The AWS Key Management Service key that Amazon SageMaker uses to encrypt captured data at rest using Amazon S3 server-side encryption.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-kmskey
     */
    readonly kmsKey?: string;
    /**
     * The duration for which the inference experiment ran or will run.
     *
     * The maximum duration that you can set for an inference experiment is 30 days.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-schedule
     */
    readonly schedule?: CfnInferenceExperiment.InferenceExperimentScheduleProperty | cdk.IResolvable;
    /**
     * `AWS::SageMaker::InferenceExperiment.ShadowModeConfig`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-shadowmodeconfig
     */
    readonly shadowModeConfig?: CfnInferenceExperiment.ShadowModeConfigProperty | cdk.IResolvable;
    /**
     * The error message for the inference experiment status result.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-statusreason
     */
    readonly statusReason?: string;
    /**
     * `AWS::SageMaker::InferenceExperiment.Tags`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-tags
     */
    readonly tags?: cdk.CfnTag[];
}
/**
 * A CloudFormation `AWS::SageMaker::InferenceExperiment`
 *
 * Creates an inference experiment using the configurations specified in the request.
 *
 * Use this API to setup and schedule an experiment to compare model variants on a Amazon SageMaker inference endpoint. For more information about inference experiments, see [Shadow tests](https://docs.aws.amazon.com/sagemaker/latest/dg/shadow-tests.html) .
 *
 * Amazon SageMaker begins your experiment at the scheduled time and routes traffic to your endpoint's model variants based on your specified configuration.
 *
 * While the experiment is in progress or after it has concluded, you can view metrics that compare your model variants. For more information, see [View, monitor, and edit shadow tests](https://docs.aws.amazon.com/sagemaker/latest/dg/shadow-tests-view-monitor-edit.html) .
 *
 * @cloudformationResource AWS::SageMaker::InferenceExperiment
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html
 */
export declare class CfnInferenceExperiment extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::InferenceExperiment";
    /**
     * 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): CfnInferenceExperiment;
    /**
     *
     * @cloudformationAttribute Arn
     */
    readonly attrArn: string;
    /**
     *
     * @cloudformationAttribute CreationTime
     */
    readonly attrCreationTime: string;
    /**
     *
     * @cloudformationAttribute EndpointMetadata.EndpointConfigName
     */
    readonly attrEndpointMetadataEndpointConfigName: string;
    /**
     *
     * @cloudformationAttribute EndpointMetadata.EndpointName
     */
    readonly attrEndpointMetadataEndpointName: string;
    /**
     *
     * @cloudformationAttribute EndpointMetadata.EndpointStatus
     */
    readonly attrEndpointMetadataEndpointStatus: string;
    /**
     *
     * @cloudformationAttribute LastModifiedTime
     */
    readonly attrLastModifiedTime: string;
    /**
     *
     * @cloudformationAttribute Status
     */
    readonly attrStatus: string;
    /**
     * `AWS::SageMaker::InferenceExperiment.EndpointName`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-endpointname
     */
    endpointName: string;
    /**
     * `AWS::SageMaker::InferenceExperiment.ModelVariants`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-modelvariants
     */
    modelVariants: Array<CfnInferenceExperiment.ModelVariantConfigProperty | cdk.IResolvable> | cdk.IResolvable;
    /**
     * The name of the inference experiment.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-name
     */
    name: string;
    /**
     * The ARN of the IAM role that Amazon SageMaker can assume to access model artifacts and container images, and manage Amazon SageMaker Inference endpoints for model deployment.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-rolearn
     */
    roleArn: string;
    /**
     * The type of the inference experiment.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-type
     */
    type: string;
    /**
     * `AWS::SageMaker::InferenceExperiment.DataStorageConfig`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-datastorageconfig
     */
    dataStorageConfig: CfnInferenceExperiment.DataStorageConfigProperty | cdk.IResolvable | undefined;
    /**
     * The description of the inference experiment.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-description
     */
    description: string | undefined;
    /**
     * `AWS::SageMaker::InferenceExperiment.DesiredState`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-desiredstate
     */
    desiredState: string | undefined;
    /**
     * The AWS Key Management Service key that Amazon SageMaker uses to encrypt captured data at rest using Amazon S3 server-side encryption.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-kmskey
     */
    kmsKey: string | undefined;
    /**
     * The duration for which the inference experiment ran or will run.
     *
     * The maximum duration that you can set for an inference experiment is 30 days.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-schedule
     */
    schedule: CfnInferenceExperiment.InferenceExperimentScheduleProperty | cdk.IResolvable | undefined;
    /**
     * `AWS::SageMaker::InferenceExperiment.ShadowModeConfig`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-shadowmodeconfig
     */
    shadowModeConfig: CfnInferenceExperiment.ShadowModeConfigProperty | cdk.IResolvable | undefined;
    /**
     * The error message for the inference experiment status result.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-statusreason
     */
    statusReason: string | undefined;
    /**
     * `AWS::SageMaker::InferenceExperiment.Tags`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-inferenceexperiment.html#cfn-sagemaker-inferenceexperiment-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * Create a new `AWS::SageMaker::InferenceExperiment`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnInferenceExperimentProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnInferenceExperiment {
    /**
     * Configuration specifying how to treat different headers. If no headers are specified SageMaker will by default base64 encode when capturing the data.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-capturecontenttypeheader.html
     */
    interface CaptureContentTypeHeaderProperty {
        /**
         * The list of all content type headers that SageMaker will treat as CSV and capture accordingly.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-capturecontenttypeheader.html#cfn-sagemaker-inferenceexperiment-capturecontenttypeheader-csvcontenttypes
         */
        readonly csvContentTypes?: string[];
        /**
         * The list of all content type headers that SageMaker will treat as JSON and capture accordingly.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-capturecontenttypeheader.html#cfn-sagemaker-inferenceexperiment-capturecontenttypeheader-jsoncontenttypes
         */
        readonly jsonContentTypes?: string[];
    }
}
export declare namespace CfnInferenceExperiment {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-datastorageconfig.html
     */
    interface DataStorageConfigProperty {
        /**
         * `CfnInferenceExperiment.DataStorageConfigProperty.ContentType`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-datastorageconfig.html#cfn-sagemaker-inferenceexperiment-datastorageconfig-contenttype
         */
        readonly contentType?: CfnInferenceExperiment.CaptureContentTypeHeaderProperty | cdk.IResolvable;
        /**
         * `CfnInferenceExperiment.DataStorageConfigProperty.Destination`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-datastorageconfig.html#cfn-sagemaker-inferenceexperiment-datastorageconfig-destination
         */
        readonly destination: string;
        /**
         * `CfnInferenceExperiment.DataStorageConfigProperty.KmsKey`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-datastorageconfig.html#cfn-sagemaker-inferenceexperiment-datastorageconfig-kmskey
         */
        readonly kmsKey?: string;
    }
}
export declare namespace CfnInferenceExperiment {
    /**
     * The metadata of the endpoint.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-endpointmetadata.html
     */
    interface EndpointMetadataProperty {
        /**
         * The name of the endpoint configuration.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-endpointmetadata.html#cfn-sagemaker-inferenceexperiment-endpointmetadata-endpointconfigname
         */
        readonly endpointConfigName?: string;
        /**
         * The name of the endpoint.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-endpointmetadata.html#cfn-sagemaker-inferenceexperiment-endpointmetadata-endpointname
         */
        readonly endpointName: string;
        /**
         * The status of the endpoint. For possible values of the status of an endpoint, see `EndpointSummary$EndpointStatus` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-endpointmetadata.html#cfn-sagemaker-inferenceexperiment-endpointmetadata-endpointstatus
         */
        readonly endpointStatus?: string;
    }
}
export declare namespace CfnInferenceExperiment {
    /**
     * The start and end times of an inference experiment.
     *
     * The maximum duration that you can set for an inference experiment is 30 days.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-inferenceexperimentschedule.html
     */
    interface InferenceExperimentScheduleProperty {
        /**
         * The timestamp at which the inference experiment ended or will end.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-inferenceexperimentschedule.html#cfn-sagemaker-inferenceexperiment-inferenceexperimentschedule-endtime
         */
        readonly endTime?: string;
        /**
         * The timestamp at which the inference experiment started or will start.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-inferenceexperimentschedule.html#cfn-sagemaker-inferenceexperiment-inferenceexperimentschedule-starttime
         */
        readonly startTime?: string;
    }
}
export declare namespace CfnInferenceExperiment {
    /**
     * The configuration for the infrastructure that the model will be deployed to.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-modelinfrastructureconfig.html
     */
    interface ModelInfrastructureConfigProperty {
        /**
         * The inference option to which to deploy your model. Possible values are the following:
         *
         * - `RealTime` : Deploy to real-time inference.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-modelinfrastructureconfig.html#cfn-sagemaker-inferenceexperiment-modelinfrastructureconfig-infrastructuretype
         */
        readonly infrastructureType: string;
        /**
         * The infrastructure configuration for deploying the model to real-time inference.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-modelinfrastructureconfig.html#cfn-sagemaker-inferenceexperiment-modelinfrastructureconfig-realtimeinferenceconfig
         */
        readonly realTimeInferenceConfig: CfnInferenceExperiment.RealTimeInferenceConfigProperty | cdk.IResolvable;
    }
}
export declare namespace CfnInferenceExperiment {
    /**
     * Contains information about the deployment options of a model.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-modelvariantconfig.html
     */
    interface ModelVariantConfigProperty {
        /**
         * The configuration for the infrastructure that the model will be deployed to.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-modelvariantconfig.html#cfn-sagemaker-inferenceexperiment-modelvariantconfig-infrastructureconfig
         */
        readonly infrastructureConfig: CfnInferenceExperiment.ModelInfrastructureConfigProperty | cdk.IResolvable;
        /**
         * The name of the Amazon SageMaker Model entity.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-modelvariantconfig.html#cfn-sagemaker-inferenceexperiment-modelvariantconfig-modelname
         */
        readonly modelName: string;
        /**
         * The name of the variant.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-modelvariantconfig.html#cfn-sagemaker-inferenceexperiment-modelvariantconfig-variantname
         */
        readonly variantName: string;
    }
}
export declare namespace CfnInferenceExperiment {
    /**
     * The infrastructure configuration for deploying the model to a real-time inference endpoint.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-realtimeinferenceconfig.html
     */
    interface RealTimeInferenceConfigProperty {
        /**
         * The number of instances of the type specified by `InstanceType` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-realtimeinferenceconfig.html#cfn-sagemaker-inferenceexperiment-realtimeinferenceconfig-instancecount
         */
        readonly instanceCount: number;
        /**
         * The instance type the model is deployed to.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-realtimeinferenceconfig.html#cfn-sagemaker-inferenceexperiment-realtimeinferenceconfig-instancetype
         */
        readonly instanceType: string;
    }
}
export declare namespace CfnInferenceExperiment {
    /**
     * The configuration of `ShadowMode` inference experiment type, which specifies a production variant to take all the inference requests, and a shadow variant to which Amazon SageMaker replicates a percentage of the inference requests. For the shadow variant it also specifies the percentage of requests that Amazon SageMaker replicates.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-shadowmodeconfig.html
     */
    interface ShadowModeConfigProperty {
        /**
         * List of shadow variant configurations.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-shadowmodeconfig.html#cfn-sagemaker-inferenceexperiment-shadowmodeconfig-shadowmodelvariants
         */
        readonly shadowModelVariants: Array<CfnInferenceExperiment.ShadowModelVariantConfigProperty | cdk.IResolvable> | cdk.IResolvable;
        /**
         * The name of the production variant, which takes all the inference requests.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-shadowmodeconfig.html#cfn-sagemaker-inferenceexperiment-shadowmodeconfig-sourcemodelvariantname
         */
        readonly sourceModelVariantName: string;
    }
}
export declare namespace CfnInferenceExperiment {
    /**
     * The name and sampling percentage of a shadow variant.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-shadowmodelvariantconfig.html
     */
    interface ShadowModelVariantConfigProperty {
        /**
         * The percentage of inference requests that Amazon SageMaker replicates from the production variant to the shadow variant.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-shadowmodelvariantconfig.html#cfn-sagemaker-inferenceexperiment-shadowmodelvariantconfig-samplingpercentage
         */
        readonly samplingPercentage: number;
        /**
         * The name of the shadow variant.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-shadowmodelvariantconfig.html#cfn-sagemaker-inferenceexperiment-shadowmodelvariantconfig-shadowmodelvariantname
         */
        readonly shadowModelVariantName: string;
    }
}
/**
 * Properties for defining a `CfnModel`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html
 */
export interface CfnModelProps {
    /**
     * The Amazon Resource Name (ARN) of the IAM role that SageMaker can assume to access model artifacts and docker image for deployment on ML compute instances or for batch transform jobs. Deploying on ML compute instances is part of model hosting. For more information, see [SageMaker Roles](https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html) .
     *
     * > To be able to pass this role to SageMaker, the caller of this API must have the `iam:PassRole` permission.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-executionrolearn
     */
    readonly executionRoleArn: string;
    /**
     * Specifies the containers in the inference pipeline.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-containers
     */
    readonly containers?: Array<CfnModel.ContainerDefinitionProperty | cdk.IResolvable> | cdk.IResolvable;
    /**
     * Isolates the model container. No inbound or outbound network calls can be made to or from the model container.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-enablenetworkisolation
     */
    readonly enableNetworkIsolation?: boolean | cdk.IResolvable;
    /**
     * Specifies details of how containers in a multi-container endpoint are called.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-inferenceexecutionconfig
     */
    readonly inferenceExecutionConfig?: CfnModel.InferenceExecutionConfigProperty | cdk.IResolvable;
    /**
     * The name of the new model.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-modelname
     */
    readonly modelName?: string;
    /**
     * The location of the primary docker image containing inference code, associated artifacts, and custom environment map that the inference code uses when the model is deployed for predictions.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-primarycontainer
     */
    readonly primaryContainer?: CfnModel.ContainerDefinitionProperty | cdk.IResolvable;
    /**
     * A list of key-value pairs to apply to this resource.
     *
     * For more information, see [Resource Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) and [Using Cost Allocation Tags](https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what) in the *AWS Billing and Cost Management User Guide* .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-tags
     */
    readonly tags?: cdk.CfnTag[];
    /**
     * A [VpcConfig](https://docs.aws.amazon.com/sagemaker/latest/dg/API_VpcConfig.html) object that specifies the VPC that you want your model to connect to. Control access to and from your model container by configuring the VPC. `VpcConfig` is used in hosting services and in batch transform. For more information, see [Protect Endpoints by Using an Amazon Virtual Private Cloud](https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html) and [Protect Data in Batch Transform Jobs by Using an Amazon Virtual Private Cloud](https://docs.aws.amazon.com/sagemaker/latest/dg/batch-vpc.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-vpcconfig
     */
    readonly vpcConfig?: CfnModel.VpcConfigProperty | cdk.IResolvable;
}
/**
 * A CloudFormation `AWS::SageMaker::Model`
 *
 * The `AWS::SageMaker::Model` resource to create a model to host at an Amazon SageMaker endpoint. For more information, see [Deploying a Model on Amazon SageMaker Hosting Services](https://docs.aws.amazon.com/sagemaker/latest/dg/how-it-works-hosting.html) in the *Amazon SageMaker Developer Guide* .
 *
 * @cloudformationResource AWS::SageMaker::Model
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html
 */
export declare class CfnModel extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::Model";
    /**
     * 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): CfnModel;
    /**
     * The name of the model, such as `MyModel` .
     * @cloudformationAttribute ModelName
     */
    readonly attrModelName: string;
    /**
     * The Amazon Resource Name (ARN) of the IAM role that SageMaker can assume to access model artifacts and docker image for deployment on ML compute instances or for batch transform jobs. Deploying on ML compute instances is part of model hosting. For more information, see [SageMaker Roles](https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html) .
     *
     * > To be able to pass this role to SageMaker, the caller of this API must have the `iam:PassRole` permission.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-executionrolearn
     */
    executionRoleArn: string;
    /**
     * Specifies the containers in the inference pipeline.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-containers
     */
    containers: Array<CfnModel.ContainerDefinitionProperty | cdk.IResolvable> | cdk.IResolvable | undefined;
    /**
     * Isolates the model container. No inbound or outbound network calls can be made to or from the model container.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-enablenetworkisolation
     */
    enableNetworkIsolation: boolean | cdk.IResolvable | undefined;
    /**
     * Specifies details of how containers in a multi-container endpoint are called.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-inferenceexecutionconfig
     */
    inferenceExecutionConfig: CfnModel.InferenceExecutionConfigProperty | cdk.IResolvable | undefined;
    /**
     * The name of the new model.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-modelname
     */
    modelName: string | undefined;
    /**
     * The location of the primary docker image containing inference code, associated artifacts, and custom environment map that the inference code uses when the model is deployed for predictions.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-primarycontainer
     */
    primaryContainer: CfnModel.ContainerDefinitionProperty | cdk.IResolvable | undefined;
    /**
     * A list of key-value pairs to apply to this resource.
     *
     * For more information, see [Resource Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) and [Using Cost Allocation Tags](https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what) in the *AWS Billing and Cost Management User Guide* .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * A [VpcConfig](https://docs.aws.amazon.com/sagemaker/latest/dg/API_VpcConfig.html) object that specifies the VPC that you want your model to connect to. Control access to and from your model container by configuring the VPC. `VpcConfig` is used in hosting services and in batch transform. For more information, see [Protect Endpoints by Using an Amazon Virtual Private Cloud](https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html) and [Protect Data in Batch Transform Jobs by Using an Amazon Virtual Private Cloud](https://docs.aws.amazon.com/sagemaker/latest/dg/batch-vpc.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-model.html#cfn-sagemaker-model-vpcconfig
     */
    vpcConfig: CfnModel.VpcConfigProperty | cdk.IResolvable | undefined;
    /**
     * Create a new `AWS::SageMaker::Model`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnModelProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnModel {
    /**
     * Describes the container, as part of model definition.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition.html
     */
    interface ContainerDefinitionProperty {
        /**
         * This parameter is ignored for models that contain only a `PrimaryContainer` .
         *
         * When a `ContainerDefinition` is part of an inference pipeline, the value of the parameter uniquely identifies the container for the purposes of logging and metrics. For information, see [Use Logs and Metrics to Monitor an Inference Pipeline](https://docs.aws.amazon.com/sagemaker/latest/dg/inference-pipeline-logs-metrics.html) . If you don't specify a value for this parameter for a `ContainerDefinition` that is part of an inference pipeline, a unique name is automatically assigned based on the position of the `ContainerDefinition` in the pipeline. If you specify a value for the `ContainerHostName` for any `ContainerDefinition` that is part of an inference pipeline, you must specify a value for the `ContainerHostName` parameter of every `ContainerDefinition` in that pipeline.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition.html#cfn-sagemaker-model-containerdefinition-containerhostname
         */
        readonly containerHostname?: string;
        /**
         * The environment variables to set in the Docker container. Each key and value in the `Environment` string to string map can have length of up to 1024. We support up to 16 entries in the map.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition.html#cfn-sagemaker-model-containerdefinition-environment
         */
        readonly environment?: any | cdk.IResolvable;
        /**
         * The path where inference code is stored. This can be either in Amazon EC2 Container Registry or in a Docker registry that is accessible from the same VPC that you configure for your endpoint. If you are using your own custom algorithm instead of an algorithm provided by SageMaker, the inference code must meet SageMaker requirements. SageMaker supports both `registry/repository[:tag]` and `registry/repository[@digest]` image path formats. For more information, see [Using Your Own Algorithms with Amazon SageMaker](https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html)
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition.html#cfn-sagemaker-model-containerdefinition-image
         */
        readonly image?: string;
        /**
         * Specifies whether the model container is in Amazon ECR or a private Docker registry accessible from your Amazon Virtual Private Cloud (VPC). For information about storing containers in a private Docker registry, see [Use a Private Docker Registry for Real-Time Inference Containers](https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms-containers-inference-private.html)
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition.html#cfn-sagemaker-model-containerdefinition-imageconfig
         */
        readonly imageConfig?: CfnModel.ImageConfigProperty | cdk.IResolvable;
        /**
         * The inference specification name in the model package version.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition.html#cfn-sagemaker-model-containerdefinition-inferencespecificationname
         */
        readonly inferenceSpecificationName?: string;
        /**
         * Whether the container hosts a single model or multiple models.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition.html#cfn-sagemaker-model-containerdefinition-mode
         */
        readonly mode?: string;
        /**
         * The S3 path where the model artifacts, which result from model training, are stored. This path must point to a single gzip compressed tar archive (.tar.gz suffix). The S3 path is required for SageMaker built-in algorithms, but not if you use your own algorithms. For more information on built-in algorithms, see [Common Parameters](https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-algo-docker-registry-paths.html) .
         *
         * > The model artifacts must be in an S3 bucket that is in the same region as the model or endpoint you are creating.
         *
         * If you provide a value for this parameter, SageMaker uses AWS Security Token Service to download model artifacts from the S3 path you provide. AWS STS is activated in your AWS account by default. If you previously deactivated AWS STS for a region, you need to reactivate AWS STS for that region. For more information, see [Activating and Deactivating AWS STS in an AWS Region](https://docs.aws.amazon.com/IAM/latest/UserGuide/id_credentials_temp_enable-regions.html) in the *AWS Identity and Access Management User Guide* .
         *
         * > If you use a built-in algorithm to create a model, SageMaker requires that you provide a S3 path to the model artifacts in `ModelDataUrl` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition.html#cfn-sagemaker-model-containerdefinition-modeldataurl
         */
        readonly modelDataUrl?: string;
        /**
         * The name or Amazon Resource Name (ARN) of the model package to use to create the model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition.html#cfn-sagemaker-model-containerdefinition-modelpackagename
         */
        readonly modelPackageName?: string;
        /**
         * Specifies additional configuration for multi-model endpoints.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition.html#cfn-sagemaker-model-containerdefinition-multimodelconfig
         */
        readonly multiModelConfig?: CfnModel.MultiModelConfigProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModel {
    /**
     * Specifies whether the model container is in Amazon ECR or a private Docker registry accessible from your Amazon Virtual Private Cloud (VPC).
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition-imageconfig.html
     */
    interface ImageConfigProperty {
        /**
         * Set this to one of the following values:
         *
         * - `Platform` - The model image is hosted in Amazon ECR.
         * - `Vpc` - The model image is hosted in a private Docker registry in your VPC.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition-imageconfig.html#cfn-sagemaker-model-containerdefinition-imageconfig-repositoryaccessmode
         */
        readonly repositoryAccessMode: string;
        /**
         * (Optional) Specifies an authentication configuration for the private docker registry where your model image is hosted. Specify a value for this property only if you specified `Vpc` as the value for the `RepositoryAccessMode` field, and the private Docker registry where the model image is hosted requires authentication.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition-imageconfig.html#cfn-sagemaker-model-containerdefinition-imageconfig-repositoryauthconfig
         */
        readonly repositoryAuthConfig?: CfnModel.RepositoryAuthConfigProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModel {
    /**
     * Specifies details about how containers in a multi-container endpoint are run.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-inferenceexecutionconfig.html
     */
    interface InferenceExecutionConfigProperty {
        /**
         * How containers in a multi-container are run. The following values are valid.
         *
         * - `Serial` - Containers run as a serial pipeline.
         * - `Direct` - Only the individual container that you specify is run.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-inferenceexecutionconfig.html#cfn-sagemaker-model-inferenceexecutionconfig-mode
         */
        readonly mode: string;
    }
}
export declare namespace CfnModel {
    /**
     * Specifies additional configuration for hosting multi-model endpoints.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition-multimodelconfig.html
     */
    interface MultiModelConfigProperty {
        /**
         * Whether to cache models for a multi-model endpoint. By default, multi-model endpoints cache models so that a model does not have to be loaded into memory each time it is invoked. Some use cases do not benefit from model caching. For example, if an endpoint hosts a large number of models that are each invoked infrequently, the endpoint might perform better if you disable model caching. To disable model caching, set the value of this parameter to Disabled.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition-multimodelconfig.html#cfn-sagemaker-model-containerdefinition-multimodelconfig-modelcachesetting
         */
        readonly modelCacheSetting?: string;
    }
}
export declare namespace CfnModel {
    /**
     * Specifies an authentication configuration for the private docker registry where your model image is hosted. Specify a value for this property only if you specified `Vpc` as the value for the `RepositoryAccessMode` field of the `ImageConfig` object that you passed to a call to `CreateModel` and the private Docker registry where the model image is hosted requires authentication.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition-imageconfig-repositoryauthconfig.html
     */
    interface RepositoryAuthConfigProperty {
        /**
         * The Amazon Resource Name (ARN) of an AWS Lambda function that provides credentials to authenticate to the private Docker registry where your model image is hosted. For information about how to create an AWS Lambda function, see [Create a Lambda function with the console](https://docs.aws.amazon.com/lambda/latest/dg/getting-started-create-function.html) in the *AWS Lambda Developer Guide* .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-containerdefinition-imageconfig-repositoryauthconfig.html#cfn-sagemaker-model-containerdefinition-imageconfig-repositoryauthconfig-repositorycredentialsproviderarn
         */
        readonly repositoryCredentialsProviderArn: string;
    }
}
export declare namespace CfnModel {
    /**
     * Specifies a VPC that your training jobs and hosted models have access to. Control access to and from your training and model containers by configuring the VPC. For more information, see [Protect Endpoints by Using an Amazon Virtual Private Cloud](https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html) and [Protect Training Jobs by Using an Amazon Virtual Private Cloud](https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html) .
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-vpcconfig.html
     */
    interface VpcConfigProperty {
        /**
         * The VPC security group IDs, in the form sg-xxxxxxxx. Specify the security groups for the VPC that is specified in the `Subnets` field.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-vpcconfig.html#cfn-sagemaker-model-vpcconfig-securitygroupids
         */
        readonly securityGroupIds: string[];
        /**
         * The ID of the subnets in the VPC to which you want to connect your training job or model. For information about the availability of specific instance types, see [Supported Instance Types and Availability Zones](https://docs.aws.amazon.com/sagemaker/latest/dg/instance-types-az.html) .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-model-vpcconfig.html#cfn-sagemaker-model-vpcconfig-subnets
         */
        readonly subnets: string[];
    }
}
/**
 * Properties for defining a `CfnModelBiasJobDefinition`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html
 */
export interface CfnModelBiasJobDefinitionProps {
    /**
     * Identifies the resources to deploy for a monitoring job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-jobresources
     */
    readonly jobResources: CfnModelBiasJobDefinition.MonitoringResourcesProperty | cdk.IResolvable;
    /**
     * Configures the model bias job to run a specified Docker container image.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasappspecification
     */
    readonly modelBiasAppSpecification: CfnModelBiasJobDefinition.ModelBiasAppSpecificationProperty | cdk.IResolvable;
    /**
     * Inputs for the model bias job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasjobinput
     */
    readonly modelBiasJobInput: CfnModelBiasJobDefinition.ModelBiasJobInputProperty | cdk.IResolvable;
    /**
     * The output configuration for monitoring jobs.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasjoboutputconfig
     */
    readonly modelBiasJobOutputConfig: CfnModelBiasJobDefinition.MonitoringOutputConfigProperty | cdk.IResolvable;
    /**
     * The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-rolearn
     */
    readonly roleArn: string;
    /**
     * `AWS::SageMaker::ModelBiasJobDefinition.EndpointName`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-endpointname
     */
    readonly endpointName?: string;
    /**
     * The name of the bias job definition. The name must be unique within an AWS Region in the AWS account.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-jobdefinitionname
     */
    readonly jobDefinitionName?: string;
    /**
     * The baseline configuration for a model bias job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasbaselineconfig
     */
    readonly modelBiasBaselineConfig?: CfnModelBiasJobDefinition.ModelBiasBaselineConfigProperty | cdk.IResolvable;
    /**
     * Networking options for a model bias job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-networkconfig
     */
    readonly networkConfig?: CfnModelBiasJobDefinition.NetworkConfigProperty | cdk.IResolvable;
    /**
     * A time limit for how long the monitoring job is allowed to run before stopping.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-stoppingcondition
     */
    readonly stoppingCondition?: CfnModelBiasJobDefinition.StoppingConditionProperty | cdk.IResolvable;
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-tags
     */
    readonly tags?: cdk.CfnTag[];
}
/**
 * A CloudFormation `AWS::SageMaker::ModelBiasJobDefinition`
 *
 * Creates the definition for a model bias job.
 *
 * @cloudformationResource AWS::SageMaker::ModelBiasJobDefinition
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html
 */
export declare class CfnModelBiasJobDefinition extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::ModelBiasJobDefinition";
    /**
     * 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): CfnModelBiasJobDefinition;
    /**
     * The time when the job definition was created.
     * @cloudformationAttribute CreationTime
     */
    readonly attrCreationTime: string;
    /**
     * The Amazon Resource Name (ARN) of the job definition.
     * @cloudformationAttribute JobDefinitionArn
     */
    readonly attrJobDefinitionArn: string;
    /**
     * Identifies the resources to deploy for a monitoring job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-jobresources
     */
    jobResources: CfnModelBiasJobDefinition.MonitoringResourcesProperty | cdk.IResolvable;
    /**
     * Configures the model bias job to run a specified Docker container image.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasappspecification
     */
    modelBiasAppSpecification: CfnModelBiasJobDefinition.ModelBiasAppSpecificationProperty | cdk.IResolvable;
    /**
     * Inputs for the model bias job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasjobinput
     */
    modelBiasJobInput: CfnModelBiasJobDefinition.ModelBiasJobInputProperty | cdk.IResolvable;
    /**
     * The output configuration for monitoring jobs.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasjoboutputconfig
     */
    modelBiasJobOutputConfig: CfnModelBiasJobDefinition.MonitoringOutputConfigProperty | cdk.IResolvable;
    /**
     * The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-rolearn
     */
    roleArn: string;
    /**
     * `AWS::SageMaker::ModelBiasJobDefinition.EndpointName`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-endpointname
     */
    endpointName: string | undefined;
    /**
     * The name of the bias job definition. The name must be unique within an AWS Region in the AWS account.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-jobdefinitionname
     */
    jobDefinitionName: string | undefined;
    /**
     * The baseline configuration for a model bias job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasbaselineconfig
     */
    modelBiasBaselineConfig: CfnModelBiasJobDefinition.ModelBiasBaselineConfigProperty | cdk.IResolvable | undefined;
    /**
     * Networking options for a model bias job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-networkconfig
     */
    networkConfig: CfnModelBiasJobDefinition.NetworkConfigProperty | cdk.IResolvable | undefined;
    /**
     * A time limit for how long the monitoring job is allowed to run before stopping.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-stoppingcondition
     */
    stoppingCondition: CfnModelBiasJobDefinition.StoppingConditionProperty | cdk.IResolvable | undefined;
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * Create a new `AWS::SageMaker::ModelBiasJobDefinition`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnModelBiasJobDefinitionProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnModelBiasJobDefinition {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-batchtransforminput.html
     */
    interface BatchTransformInputProperty {
        /**
         * `CfnModelBiasJobDefinition.BatchTransformInputProperty.DataCapturedDestinationS3Uri`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-batchtransforminput.html#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-datacaptureddestinations3uri
         */
        readonly dataCapturedDestinationS3Uri: string;
        /**
         * `CfnModelBiasJobDefinition.BatchTransformInputProperty.DatasetFormat`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-batchtransforminput.html#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-datasetformat
         */
        readonly datasetFormat: CfnModelBiasJobDefinition.DatasetFormatProperty | cdk.IResolvable;
        /**
         * `CfnModelBiasJobDefinition.BatchTransformInputProperty.EndTimeOffset`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-batchtransforminput.html#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-endtimeoffset
         */
        readonly endTimeOffset?: string;
        /**
         * `CfnModelBiasJobDefinition.BatchTransformInputProperty.FeaturesAttribute`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-batchtransforminput.html#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-featuresattribute
         */
        readonly featuresAttribute?: string;
        /**
         * `CfnModelBiasJobDefinition.BatchTransformInputProperty.InferenceAttribute`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-batchtransforminput.html#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-inferenceattribute
         */
        readonly inferenceAttribute?: string;
        /**
         * `CfnModelBiasJobDefinition.BatchTransformInputProperty.LocalPath`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-batchtransforminput.html#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-localpath
         */
        readonly localPath: string;
        /**
         * `CfnModelBiasJobDefinition.BatchTransformInputProperty.ProbabilityAttribute`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-batchtransforminput.html#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-probabilityattribute
         */
        readonly probabilityAttribute?: string;
        /**
         * `CfnModelBiasJobDefinition.BatchTransformInputProperty.ProbabilityThresholdAttribute`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-batchtransforminput.html#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-probabilitythresholdattribute
         */
        readonly probabilityThresholdAttribute?: number;
        /**
         * `CfnModelBiasJobDefinition.BatchTransformInputProperty.S3DataDistributionType`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-batchtransforminput.html#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-s3datadistributiontype
         */
        readonly s3DataDistributionType?: string;
        /**
         * `CfnModelBiasJobDefinition.BatchTransformInputProperty.S3InputMode`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-batchtransforminput.html#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-s3inputmode
         */
        readonly s3InputMode?: string;
        /**
         * `CfnModelBiasJobDefinition.BatchTransformInputProperty.StartTimeOffset`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-batchtransforminput.html#cfn-sagemaker-modelbiasjobdefinition-batchtransforminput-starttimeoffset
         */
        readonly startTimeOffset?: string;
    }
}
export declare namespace CfnModelBiasJobDefinition {
    /**
     * The configuration for the cluster resources used to run the processing job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-clusterconfig.html
     */
    interface ClusterConfigProperty {
        /**
         * The number of ML compute instances to use in the model monitoring job. For distributed processing jobs, specify a value greater than 1. The default value is 1.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-clusterconfig.html#cfn-sagemaker-modelbiasjobdefinition-clusterconfig-instancecount
         */
        readonly instanceCount: number;
        /**
         * The ML compute instance type for the processing job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-clusterconfig.html#cfn-sagemaker-modelbiasjobdefinition-clusterconfig-instancetype
         */
        readonly instanceType: string;
        /**
         * The AWS Key Management Service ( AWS KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the model monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-clusterconfig.html#cfn-sagemaker-modelbiasjobdefinition-clusterconfig-volumekmskeyid
         */
        readonly volumeKmsKeyId?: string;
        /**
         * The size of the ML storage volume, in gigabytes, that you want to provision. You must specify sufficient ML storage for your scenario.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-clusterconfig.html#cfn-sagemaker-modelbiasjobdefinition-clusterconfig-volumesizeingb
         */
        readonly volumeSizeInGb: number;
    }
}
export declare namespace CfnModelBiasJobDefinition {
    /**
     * The constraints resource for a monitoring job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-constraintsresource.html
     */
    interface ConstraintsResourceProperty {
        /**
         * The Amazon S3 URI for the constraints resource.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-constraintsresource.html#cfn-sagemaker-modelbiasjobdefinition-constraintsresource-s3uri
         */
        readonly s3Uri?: string;
    }
}
export declare namespace CfnModelBiasJobDefinition {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-csv.html
     */
    interface CsvProperty {
        /**
         * `CfnModelBiasJobDefinition.CsvProperty.Header`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-csv.html#cfn-sagemaker-modelbiasjobdefinition-csv-header
         */
        readonly header?: boolean | cdk.IResolvable;
    }
}
export declare namespace CfnModelBiasJobDefinition {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-datasetformat.html
     */
    interface DatasetFormatProperty {
        /**
         * `CfnModelBiasJobDefinition.DatasetFormatProperty.Csv`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-datasetformat.html#cfn-sagemaker-modelbiasjobdefinition-datasetformat-csv
         */
        readonly csv?: CfnModelBiasJobDefinition.CsvProperty | cdk.IResolvable;
        /**
         * `CfnModelBiasJobDefinition.DatasetFormatProperty.Json`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-datasetformat.html#cfn-sagemaker-modelbiasjobdefinition-datasetformat-json
         */
        readonly json?: any | cdk.IResolvable;
        /**
         * `CfnModelBiasJobDefinition.DatasetFormatProperty.Parquet`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-datasetformat.html#cfn-sagemaker-modelbiasjobdefinition-datasetformat-parquet
         */
        readonly parquet?: boolean | cdk.IResolvable;
    }
}
export declare namespace CfnModelBiasJobDefinition {
    /**
     * Input object for the endpoint
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html
     */
    interface EndpointInputProperty {
        /**
         * If specified, monitoring jobs substract this time from the end time. For information about using offsets for scheduling monitoring jobs, see [Schedule Model Quality Monitoring Jobs](https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-model-quality-schedule.html) .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-endtimeoffset
         */
        readonly endTimeOffset?: string;
        /**
         * An endpoint in customer's account which has enabled `DataCaptureConfig` enabled.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-endpointname
         */
        readonly endpointName: string;
        /**
         * The attributes of the input data that are the input features.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-featuresattribute
         */
        readonly featuresAttribute?: string;
        /**
         * The attribute of the input data that represents the ground truth label.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-inferenceattribute
         */
        readonly inferenceAttribute?: string;
        /**
         * Path to the filesystem where the endpoint data is available to the container.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-localpath
         */
        readonly localPath: string;
        /**
         * In a classification problem, the attribute that represents the class probability.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-probabilityattribute
         */
        readonly probabilityAttribute?: string;
        /**
         * The threshold for the class probability to be evaluated as a positive result.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-probabilitythresholdattribute
         */
        readonly probabilityThresholdAttribute?: number;
        /**
         * Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Defaults to `FullyReplicated`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-s3datadistributiontype
         */
        readonly s3DataDistributionType?: string;
        /**
         * Whether the `Pipe` or `File` is used as the input mode for transferring data for the monitoring job. `Pipe` mode is recommended for large datasets. `File` mode is useful for small files that fit in memory. Defaults to `File` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-s3inputmode
         */
        readonly s3InputMode?: string;
        /**
         * If specified, monitoring jobs substract this time from the start time. For information about using offsets for scheduling monitoring jobs, see [Schedule Model Quality Monitoring Jobs](https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-model-quality-schedule.html) .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-starttimeoffset
         */
        readonly startTimeOffset?: string;
    }
}
export declare namespace CfnModelBiasJobDefinition {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-json.html
     */
    interface JsonProperty {
        /**
         * `CfnModelBiasJobDefinition.JsonProperty.Line`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-json.html#cfn-sagemaker-modelbiasjobdefinition-json-line
         */
        readonly line?: boolean | cdk.IResolvable;
    }
}
export declare namespace CfnModelBiasJobDefinition {
    /**
     * Docker container image configuration object for the model bias job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasappspecification.html
     */
    interface ModelBiasAppSpecificationProperty {
        /**
         * JSON formatted S3 file that defines bias parameters. For more information on this JSON configuration file, see [Configure bias parameters](https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-config-json-monitor-bias-parameters.html) .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasappspecification.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasappspecification-configuri
         */
        readonly configUri: string;
        /**
         * Sets the environment variables in the Docker container.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasappspecification.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasappspecification-environment
         */
        readonly environment?: {
            [key: string]: (string);
        } | cdk.IResolvable;
        /**
         * The container image to be run by the model bias job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasappspecification.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasappspecification-imageuri
         */
        readonly imageUri: string;
    }
}
export declare namespace CfnModelBiasJobDefinition {
    /**
     * The configuration for a baseline model bias job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasbaselineconfig.html
     */
    interface ModelBiasBaselineConfigProperty {
        /**
         * The name of the baseline model bias job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasbaselineconfig.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasbaselineconfig-baseliningjobname
         */
        readonly baseliningJobName?: string;
        /**
         * The constraints resource for a monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasbaselineconfig.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasbaselineconfig-constraintsresource
         */
        readonly constraintsResource?: CfnModelBiasJobDefinition.ConstraintsResourceProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelBiasJobDefinition {
    /**
     * Inputs for the model bias job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasjobinput.html
     */
    interface ModelBiasJobInputProperty {
        /**
         * `CfnModelBiasJobDefinition.ModelBiasJobInputProperty.BatchTransformInput`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasjobinput.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasjobinput-batchtransforminput
         */
        readonly batchTransformInput?: CfnModelBiasJobDefinition.BatchTransformInputProperty | cdk.IResolvable;
        /**
         * Input object for the endpoint
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasjobinput.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasjobinput-endpointinput
         */
        readonly endpointInput?: CfnModelBiasJobDefinition.EndpointInputProperty | cdk.IResolvable;
        /**
         * Location of ground truth labels to use in model bias job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasjobinput.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasjobinput-groundtruths3input
         */
        readonly groundTruthS3Input: CfnModelBiasJobDefinition.MonitoringGroundTruthS3InputProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelBiasJobDefinition {
    /**
     * The ground truth labels for the dataset used for the monitoring job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringgroundtruths3input.html
     */
    interface MonitoringGroundTruthS3InputProperty {
        /**
         * The address of the Amazon S3 location of the ground truth labels.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringgroundtruths3input.html#cfn-sagemaker-modelbiasjobdefinition-monitoringgroundtruths3input-s3uri
         */
        readonly s3Uri: string;
    }
}
export declare namespace CfnModelBiasJobDefinition {
    /**
     * The output object for a monitoring job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringoutput.html
     */
    interface MonitoringOutputProperty {
        /**
         * The Amazon S3 storage location where the results of a monitoring job are saved.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringoutput.html#cfn-sagemaker-modelbiasjobdefinition-monitoringoutput-s3output
         */
        readonly s3Output: CfnModelBiasJobDefinition.S3OutputProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelBiasJobDefinition {
    /**
     * The output configuration for monitoring jobs.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringoutputconfig.html
     */
    interface MonitoringOutputConfigProperty {
        /**
         * The AWS Key Management Service ( AWS KMS) key that Amazon SageMaker uses to encrypt the model artifacts at rest using Amazon S3 server-side encryption.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringoutputconfig.html#cfn-sagemaker-modelbiasjobdefinition-monitoringoutputconfig-kmskeyid
         */
        readonly kmsKeyId?: string;
        /**
         * Monitoring outputs for monitoring jobs. This is where the output of the periodic monitoring jobs is uploaded.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringoutputconfig.html#cfn-sagemaker-modelbiasjobdefinition-monitoringoutputconfig-monitoringoutputs
         */
        readonly monitoringOutputs: Array<CfnModelBiasJobDefinition.MonitoringOutputProperty | cdk.IResolvable> | cdk.IResolvable;
    }
}
export declare namespace CfnModelBiasJobDefinition {
    /**
     * Identifies the resources to deploy for a monitoring job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringresources.html
     */
    interface MonitoringResourcesProperty {
        /**
         * The configuration for the cluster resources used to run the processing job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringresources.html#cfn-sagemaker-modelbiasjobdefinition-monitoringresources-clusterconfig
         */
        readonly clusterConfig: CfnModelBiasJobDefinition.ClusterConfigProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelBiasJobDefinition {
    /**
     * Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-networkconfig.html
     */
    interface NetworkConfigProperty {
        /**
         * Whether to encrypt all communications between distributed processing jobs. Choose `True` to encrypt communications. Encryption provides greater security for distributed processing jobs, but the processing might take longer.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-networkconfig.html#cfn-sagemaker-modelbiasjobdefinition-networkconfig-enableintercontainertrafficencryption
         */
        readonly enableInterContainerTrafficEncryption?: boolean | cdk.IResolvable;
        /**
         * Whether to allow inbound and outbound network calls to and from the containers used for the processing job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-networkconfig.html#cfn-sagemaker-modelbiasjobdefinition-networkconfig-enablenetworkisolation
         */
        readonly enableNetworkIsolation?: boolean | cdk.IResolvable;
        /**
         * Specifies a VPC that your training jobs and hosted models have access to. Control access to and from your training and model containers by configuring the VPC.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-networkconfig.html#cfn-sagemaker-modelbiasjobdefinition-networkconfig-vpcconfig
         */
        readonly vpcConfig?: CfnModelBiasJobDefinition.VpcConfigProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelBiasJobDefinition {
    /**
     * The Amazon S3 storage location where the results of a monitoring job are saved.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-s3output.html
     */
    interface S3OutputProperty {
        /**
         * The local path to the Amazon S3 storage location where Amazon SageMaker saves the results of a monitoring job. `LocalPath` is an absolute path for the output data.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-s3output.html#cfn-sagemaker-modelbiasjobdefinition-s3output-localpath
         */
        readonly localPath: string;
        /**
         * Whether to upload the results of the monitoring job continuously or after the job completes.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-s3output.html#cfn-sagemaker-modelbiasjobdefinition-s3output-s3uploadmode
         */
        readonly s3UploadMode?: string;
        /**
         * A URI that identifies the Amazon S3 storage location where Amazon SageMaker saves the results of a monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-s3output.html#cfn-sagemaker-modelbiasjobdefinition-s3output-s3uri
         */
        readonly s3Uri: string;
    }
}
export declare namespace CfnModelBiasJobDefinition {
    /**
     * Specifies a limit to how long a model training job or model compilation job can run. It also specifies how long a managed spot training job has to complete. When the job reaches the time limit, SageMaker ends the training or compilation job. Use this API to cap model training costs.
     *
     * To stop a training job, SageMaker sends the algorithm the `SIGTERM` signal, which delays job termination for 120 seconds. Algorithms can use this 120-second window to save the model artifacts, so the results of training are not lost.
     *
     * The training algorithms provided by SageMaker automatically save the intermediate results of a model training job when possible. This attempt to save artifacts is only a best effort case as model might not be in a state from which it can be saved. For example, if training has just started, the model might not be ready to save. When saved, this intermediate data is a valid model artifact. You can use it to create a model with `CreateModel` .
     *
     * > The Neural Topic Model (NTM) currently does not support saving intermediate model artifacts. When training NTMs, make sure that the maximum runtime is sufficient for the training job to complete.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-stoppingcondition.html
     */
    interface StoppingConditionProperty {
        /**
         * The maximum length of time, in seconds, that a training or compilation job can run before it is stopped.
         *
         * For compilation jobs, if the job does not complete during this time, a `TimeOut` error is generated. We recommend starting with 900 seconds and increasing as necessary based on your model.
         *
         * For all other jobs, if the job does not complete during this time, SageMaker ends the job. When `RetryStrategy` is specified in the job request, `MaxRuntimeInSeconds` specifies the maximum time for all of the attempts in total, not each individual attempt. The default value is 1 day. The maximum value is 28 days.
         *
         * The maximum time that a `TrainingJob` can run in total, including any time spent publishing metrics or archiving and uploading models after it has been stopped, is 30 days.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-stoppingcondition.html#cfn-sagemaker-modelbiasjobdefinition-stoppingcondition-maxruntimeinseconds
         */
        readonly maxRuntimeInSeconds: number;
    }
}
export declare namespace CfnModelBiasJobDefinition {
    /**
     * Specifies a VPC that your training jobs and hosted models have access to. Control access to and from your training and model containers by configuring the VPC. For more information, see [Protect Endpoints by Using an Amazon Virtual Private Cloud](https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html) and [Protect Training Jobs by Using an Amazon Virtual Private Cloud](https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html) .
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-vpcconfig.html
     */
    interface VpcConfigProperty {
        /**
         * The VPC security group IDs, in the form sg-xxxxxxxx. Specify the security groups for the VPC that is specified in the `Subnets` field.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-vpcconfig.html#cfn-sagemaker-modelbiasjobdefinition-vpcconfig-securitygroupids
         */
        readonly securityGroupIds: string[];
        /**
         * The ID of the subnets in the VPC to which you want to connect your training job or model. For information about the availability of specific instance types, see [Supported Instance Types and Availability Zones](https://docs.aws.amazon.com/sagemaker/latest/dg/instance-types-az.html) .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-vpcconfig.html#cfn-sagemaker-modelbiasjobdefinition-vpcconfig-subnets
         */
        readonly subnets: string[];
    }
}
/**
 * Properties for defining a `CfnModelCard`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html
 */
export interface CfnModelCardProps {
    /**
     * The content of the model card. Content uses the [model card JSON schema](https://docs.aws.amazon.com/sagemaker/latest/dg/model-cards.html#model-cards-json-schema) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html#cfn-sagemaker-modelcard-content
     */
    readonly content: CfnModelCard.ContentProperty | cdk.IResolvable;
    /**
     * The unique name of the model card.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html#cfn-sagemaker-modelcard-modelcardname
     */
    readonly modelCardName: string;
    /**
     * The approval status of the model card within your organization. Different organizations might have different criteria for model card review and approval.
     *
     * - `Draft` : The model card is a work in progress.
     * - `PendingReview` : The model card is pending review.
     * - `Approved` : The model card is approved.
     * - `Archived` : The model card is archived. No more updates should be made to the model card, but it can still be exported.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html#cfn-sagemaker-modelcard-modelcardstatus
     */
    readonly modelCardStatus: string;
    /**
     * Information about the user who created or modified one or more of the following:
     *
     * - Experiment
     * - Trial
     * - Trial component
     * - Lineage group
     * - Project
     * - Model Card
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html#cfn-sagemaker-modelcard-createdby
     */
    readonly createdBy?: CfnModelCard.UserContextProperty | cdk.IResolvable;
    /**
     * `AWS::SageMaker::ModelCard.LastModifiedBy`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html#cfn-sagemaker-modelcard-lastmodifiedby
     */
    readonly lastModifiedBy?: CfnModelCard.UserContextProperty | cdk.IResolvable;
    /**
     * The security configuration used to protect model card data.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html#cfn-sagemaker-modelcard-securityconfig
     */
    readonly securityConfig?: CfnModelCard.SecurityConfigProperty | cdk.IResolvable;
    /**
     * Key-value pairs used to manage metadata for the model card.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html#cfn-sagemaker-modelcard-tags
     */
    readonly tags?: cdk.CfnTag[];
}
/**
 * A CloudFormation `AWS::SageMaker::ModelCard`
 *
 * Creates an Amazon SageMaker Model Card.
 *
 * For information about how to use model cards, see [Amazon SageMaker Model Card](https://docs.aws.amazon.com/sagemaker/latest/dg/model-cards.html) .
 *
 * @cloudformationResource AWS::SageMaker::ModelCard
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html
 */
export declare class CfnModelCard extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::ModelCard";
    /**
     * 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): CfnModelCard;
    /**
     *
     * @cloudformationAttribute CreatedBy.DomainId
     */
    readonly attrCreatedByDomainId: string;
    /**
     *
     * @cloudformationAttribute CreatedBy.UserProfileArn
     */
    readonly attrCreatedByUserProfileArn: string;
    /**
     *
     * @cloudformationAttribute CreatedBy.UserProfileName
     */
    readonly attrCreatedByUserProfileName: string;
    /**
     *
     * @cloudformationAttribute CreationTime
     */
    readonly attrCreationTime: string;
    /**
     *
     * @cloudformationAttribute LastModifiedBy.DomainId
     */
    readonly attrLastModifiedByDomainId: string;
    /**
     *
     * @cloudformationAttribute LastModifiedBy.UserProfileArn
     */
    readonly attrLastModifiedByUserProfileArn: string;
    /**
     *
     * @cloudformationAttribute LastModifiedBy.UserProfileName
     */
    readonly attrLastModifiedByUserProfileName: string;
    /**
     *
     * @cloudformationAttribute LastModifiedTime
     */
    readonly attrLastModifiedTime: string;
    /**
     * The Amazon Resource Number (ARN) of the model card. For example, `arn:aws:sagemaker:us-west-2:012345678901:modelcard/examplemodelcard` .
     * @cloudformationAttribute ModelCardArn
     */
    readonly attrModelCardArn: string;
    /**
     *
     * @cloudformationAttribute ModelCardProcessingStatus
     */
    readonly attrModelCardProcessingStatus: string;
    /**
     *
     * @cloudformationAttribute ModelCardVersion
     */
    readonly attrModelCardVersion: number;
    /**
     * The content of the model card. Content uses the [model card JSON schema](https://docs.aws.amazon.com/sagemaker/latest/dg/model-cards.html#model-cards-json-schema) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html#cfn-sagemaker-modelcard-content
     */
    content: CfnModelCard.ContentProperty | cdk.IResolvable;
    /**
     * The unique name of the model card.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html#cfn-sagemaker-modelcard-modelcardname
     */
    modelCardName: string;
    /**
     * The approval status of the model card within your organization. Different organizations might have different criteria for model card review and approval.
     *
     * - `Draft` : The model card is a work in progress.
     * - `PendingReview` : The model card is pending review.
     * - `Approved` : The model card is approved.
     * - `Archived` : The model card is archived. No more updates should be made to the model card, but it can still be exported.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html#cfn-sagemaker-modelcard-modelcardstatus
     */
    modelCardStatus: string;
    /**
     * Information about the user who created or modified one or more of the following:
     *
     * - Experiment
     * - Trial
     * - Trial component
     * - Lineage group
     * - Project
     * - Model Card
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html#cfn-sagemaker-modelcard-createdby
     */
    createdBy: CfnModelCard.UserContextProperty | cdk.IResolvable | undefined;
    /**
     * `AWS::SageMaker::ModelCard.LastModifiedBy`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html#cfn-sagemaker-modelcard-lastmodifiedby
     */
    lastModifiedBy: CfnModelCard.UserContextProperty | cdk.IResolvable | undefined;
    /**
     * The security configuration used to protect model card data.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html#cfn-sagemaker-modelcard-securityconfig
     */
    securityConfig: CfnModelCard.SecurityConfigProperty | cdk.IResolvable | undefined;
    /**
     * Key-value pairs used to manage metadata for the model card.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelcard.html#cfn-sagemaker-modelcard-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * Create a new `AWS::SageMaker::ModelCard`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnModelCardProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnModelCard {
    /**
     * Additional information about the model.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-additionalinformation.html
     */
    interface AdditionalInformationProperty {
        /**
         * Caveats and recommendations for those who might use this model in their applications.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-additionalinformation.html#cfn-sagemaker-modelcard-additionalinformation-caveatsandrecommendations
         */
        readonly caveatsAndRecommendations?: string;
        /**
         * Any additional information to document about the model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-additionalinformation.html#cfn-sagemaker-modelcard-additionalinformation-customdetails
         */
        readonly customDetails?: {
            [key: string]: (string);
        } | cdk.IResolvable;
        /**
         * Any ethical considerations documented by the model card author.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-additionalinformation.html#cfn-sagemaker-modelcard-additionalinformation-ethicalconsiderations
         */
        readonly ethicalConsiderations?: string;
    }
}
export declare namespace CfnModelCard {
    /**
     * Information about how the model supports business goals.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-businessdetails.html
     */
    interface BusinessDetailsProperty {
        /**
         * The specific business problem that the model is trying to solve.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-businessdetails.html#cfn-sagemaker-modelcard-businessdetails-businessproblem
         */
        readonly businessProblem?: string;
        /**
         * The relevant stakeholders for the model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-businessdetails.html#cfn-sagemaker-modelcard-businessdetails-businessstakeholders
         */
        readonly businessStakeholders?: string;
        /**
         * The broader business need that the model is serving.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-businessdetails.html#cfn-sagemaker-modelcard-businessdetails-lineofbusiness
         */
        readonly lineOfBusiness?: string;
    }
}
export declare namespace CfnModelCard {
    /**
     * The content of the model card. It follows the [model card json schema](https://docs.aws.amazon.com/sagemaker/latest/dg/model-cards.html#model-cards-json-schema) .
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-content.html
     */
    interface ContentProperty {
        /**
         * Additional information about the model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-content.html#cfn-sagemaker-modelcard-content-additionalinformation
         */
        readonly additionalInformation?: CfnModelCard.AdditionalInformationProperty | cdk.IResolvable;
        /**
         * Information about how the model supports business goals.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-content.html#cfn-sagemaker-modelcard-content-businessdetails
         */
        readonly businessDetails?: CfnModelCard.BusinessDetailsProperty | cdk.IResolvable;
        /**
         * An overview about the model's evaluation.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-content.html#cfn-sagemaker-modelcard-content-evaluationdetails
         */
        readonly evaluationDetails?: Array<CfnModelCard.EvaluationDetailProperty | cdk.IResolvable> | cdk.IResolvable;
        /**
         * The intended usage of the model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-content.html#cfn-sagemaker-modelcard-content-intendeduses
         */
        readonly intendedUses?: CfnModelCard.IntendedUsesProperty | cdk.IResolvable;
        /**
         * An overview about the model
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-content.html#cfn-sagemaker-modelcard-content-modeloverview
         */
        readonly modelOverview?: CfnModelCard.ModelOverviewProperty | cdk.IResolvable;
        /**
         * An overview about model training.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-content.html#cfn-sagemaker-modelcard-content-trainingdetails
         */
        readonly trainingDetails?: CfnModelCard.TrainingDetailsProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelCard {
    /**
     * The evaluation details of the model.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-evaluationdetail.html
     */
    interface EvaluationDetailProperty {
        /**
         * The location of the datasets used to evaluate the model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-evaluationdetail.html#cfn-sagemaker-modelcard-evaluationdetail-datasets
         */
        readonly datasets?: string[];
        /**
         * The Amazon Resource Name (ARN) of the evaluation job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-evaluationdetail.html#cfn-sagemaker-modelcard-evaluationdetail-evaluationjobarn
         */
        readonly evaluationJobArn?: string;
        /**
         * Any observations made during the model evaluation.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-evaluationdetail.html#cfn-sagemaker-modelcard-evaluationdetail-evaluationobservation
         */
        readonly evaluationObservation?: string;
        /**
         * Additional attributes associated with the evaluation results.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-evaluationdetail.html#cfn-sagemaker-modelcard-evaluationdetail-metadata
         */
        readonly metadata?: {
            [key: string]: (string);
        } | cdk.IResolvable;
        /**
         * An evaluation Metric Group object.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-evaluationdetail.html#cfn-sagemaker-modelcard-evaluationdetail-metricgroups
         */
        readonly metricGroups?: Array<CfnModelCard.MetricGroupProperty | cdk.IResolvable> | cdk.IResolvable;
        /**
         * The evaluation job name.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-evaluationdetail.html#cfn-sagemaker-modelcard-evaluationdetail-name
         */
        readonly name: string;
    }
}
export declare namespace CfnModelCard {
    /**
     * Function details.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-function.html
     */
    interface FunctionProperty {
        /**
         * An optional description of any conditions of your objective function metric.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-function.html#cfn-sagemaker-modelcard-function-condition
         */
        readonly condition?: string;
        /**
         * The metric of the model's objective function. For example, *loss* or *rmse* . The following list shows examples of the values that you can specify for the metric:
         *
         * - `ACCURACY`
         * - `AUC`
         * - `LOSS`
         * - `MAE`
         * - `RMSE`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-function.html#cfn-sagemaker-modelcard-function-facet
         */
        readonly facet?: string;
        /**
         * The optimization direction of the model's objective function. You must specify one of the following values:
         *
         * - `Maximize`
         * - `Minimize`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-function.html#cfn-sagemaker-modelcard-function-function
         */
        readonly function?: string;
    }
}
export declare namespace CfnModelCard {
    /**
     * An overview of a model's inference environment.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-inferenceenvironment.html
     */
    interface InferenceEnvironmentProperty {
        /**
         * The container used to run the inference environment.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-inferenceenvironment.html#cfn-sagemaker-modelcard-inferenceenvironment-containerimage
         */
        readonly containerImage?: string[];
    }
}
export declare namespace CfnModelCard {
    /**
     * The intended uses of a model.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-intendeduses.html
     */
    interface IntendedUsesProperty {
        /**
         * An explanation of why your organization categorizes the model with its risk rating.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-intendeduses.html#cfn-sagemaker-modelcard-intendeduses-explanationsforriskrating
         */
        readonly explanationsForRiskRating?: string;
        /**
         * Factors affecting model efficacy.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-intendeduses.html#cfn-sagemaker-modelcard-intendeduses-factorsaffectingmodelefficiency
         */
        readonly factorsAffectingModelEfficiency?: string;
        /**
         * The intended use cases for the model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-intendeduses.html#cfn-sagemaker-modelcard-intendeduses-intendeduses
         */
        readonly intendedUses?: string;
        /**
         * The general purpose of the model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-intendeduses.html#cfn-sagemaker-modelcard-intendeduses-purposeofmodel
         */
        readonly purposeOfModel?: string;
        /**
         * Your organization's risk rating. You can specify one the following values as the risk rating:
         *
         * - High
         * - Medium
         * - Low
         * - Unknown
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-intendeduses.html#cfn-sagemaker-modelcard-intendeduses-riskrating
         */
        readonly riskRating?: string;
    }
}
export declare namespace CfnModelCard {
    /**
     * Metric data. The `type` determines the data types that you specify for `value` , `XAxisName` and `YAxisName` . For information about specifying values for metrics, see [model card JSON schema](https://docs.aws.amazon.com/sagemaker/latest/dg/model-cards.html#model-cards-json-schema) .
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-metricdataitems.html
     */
    interface MetricDataItemsProperty {
        /**
         * The names of the metrics.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-metricdataitems.html#cfn-sagemaker-modelcard-metricdataitems-name
         */
        readonly name: string;
        /**
         * Any notes to add to the metric.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-metricdataitems.html#cfn-sagemaker-modelcard-metricdataitems-notes
         */
        readonly notes?: string;
        /**
         * You must specify one of the following data types:
         *
         * - Bar Chart `bar_char`
         * - Boolean `boolean`
         * - Linear Graph `linear_graph`
         * - Matrix `matrix`
         * - Number `number`
         * - String `string`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-metricdataitems.html#cfn-sagemaker-modelcard-metricdataitems-type
         */
        readonly type: string;
        /**
         * The datatype of the metric. The metric's *value* must be compatible with the metric's *type* .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-metricdataitems.html#cfn-sagemaker-modelcard-metricdataitems-value
         */
        readonly value: any | cdk.IResolvable;
        /**
         * The name of the x axis.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-metricdataitems.html#cfn-sagemaker-modelcard-metricdataitems-xaxisname
         */
        readonly xAxisName?: string[];
        /**
         * The name of the y axis.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-metricdataitems.html#cfn-sagemaker-modelcard-metricdataitems-yaxisname
         */
        readonly yAxisName?: string[];
    }
}
export declare namespace CfnModelCard {
    /**
     * A group of metric data that you use to initialize a metric group object.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-metricgroup.html
     */
    interface MetricGroupProperty {
        /**
         * A list of metric objects. The `MetricDataItems` list can have one of the following values:
         *
         * - `bar_chart_metric`
         * - `matrix_metric`
         * - `simple_metric`
         * - `linear_graph_metric`
         *
         * For more information about the metric schema, see the definition section of the [model card JSON schema](https://docs.aws.amazon.com/sagemaker/latest/dg/model-cards.html#model-cards-json-schema) .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-metricgroup.html#cfn-sagemaker-modelcard-metricgroup-metricdata
         */
        readonly metricData: Array<CfnModelCard.MetricDataItemsProperty | cdk.IResolvable> | cdk.IResolvable;
        /**
         * The metric group name.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-metricgroup.html#cfn-sagemaker-modelcard-metricgroup-name
         */
        readonly name: string;
    }
}
export declare namespace CfnModelCard {
    /**
     * An overview about the model.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-modeloverview.html
     */
    interface ModelOverviewProperty {
        /**
         * The algorithm used to solve the problem.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-modeloverview.html#cfn-sagemaker-modelcard-modeloverview-algorithmtype
         */
        readonly algorithmType?: string;
        /**
         * An overview about model inference.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-modeloverview.html#cfn-sagemaker-modelcard-modeloverview-inferenceenvironment
         */
        readonly inferenceEnvironment?: CfnModelCard.InferenceEnvironmentProperty | cdk.IResolvable;
        /**
         * The location of the model artifact.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-modeloverview.html#cfn-sagemaker-modelcard-modeloverview-modelartifact
         */
        readonly modelArtifact?: string[];
        /**
         * The creator of the model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-modeloverview.html#cfn-sagemaker-modelcard-modeloverview-modelcreator
         */
        readonly modelCreator?: string;
        /**
         * A description of the model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-modeloverview.html#cfn-sagemaker-modelcard-modeloverview-modeldescription
         */
        readonly modelDescription?: string;
        /**
         * The SageMaker Model ARN or non- SageMaker Model ID.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-modeloverview.html#cfn-sagemaker-modelcard-modeloverview-modelid
         */
        readonly modelId?: string;
        /**
         * The name of the model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-modeloverview.html#cfn-sagemaker-modelcard-modeloverview-modelname
         */
        readonly modelName?: string;
        /**
         * The owner of the model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-modeloverview.html#cfn-sagemaker-modelcard-modeloverview-modelowner
         */
        readonly modelOwner?: string;
        /**
         * The version of the model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-modeloverview.html#cfn-sagemaker-modelcard-modeloverview-modelversion
         */
        readonly modelVersion?: number;
        /**
         * The problem being solved with the model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-modeloverview.html#cfn-sagemaker-modelcard-modeloverview-problemtype
         */
        readonly problemType?: string;
    }
}
export declare namespace CfnModelCard {
    /**
     * The function that is optimized during model training.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-objectivefunction.html
     */
    interface ObjectiveFunctionProperty {
        /**
         * A function object that details optimization direction, metric, and additional descriptions.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-objectivefunction.html#cfn-sagemaker-modelcard-objectivefunction-function
         */
        readonly function?: CfnModelCard.FunctionProperty | cdk.IResolvable;
        /**
         * Notes about the object function, including other considerations for possible objective functions.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-objectivefunction.html#cfn-sagemaker-modelcard-objectivefunction-notes
         */
        readonly notes?: string;
    }
}
export declare namespace CfnModelCard {
    /**
     * The security configuration used to protect model card data.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-securityconfig.html
     */
    interface SecurityConfigProperty {
        /**
         * A AWS Key Management Service [key ID](https://docs.aws.amazon.com/kms/latest/developerguide/concepts.html#key-id-key-id) used to encrypt a model card.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-securityconfig.html#cfn-sagemaker-modelcard-securityconfig-kmskeyid
         */
        readonly kmsKeyId?: string;
    }
}
export declare namespace CfnModelCard {
    /**
     * The training details of the model
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingdetails.html
     */
    interface TrainingDetailsProperty {
        /**
         * The function that is optimized during model training.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingdetails.html#cfn-sagemaker-modelcard-trainingdetails-objectivefunction
         */
        readonly objectiveFunction?: CfnModelCard.ObjectiveFunctionProperty | cdk.IResolvable;
        /**
         * Details about any associated training jobs.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingdetails.html#cfn-sagemaker-modelcard-trainingdetails-trainingjobdetails
         */
        readonly trainingJobDetails?: CfnModelCard.TrainingJobDetailsProperty | cdk.IResolvable;
        /**
         * Any observations about training.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingdetails.html#cfn-sagemaker-modelcard-trainingdetails-trainingobservations
         */
        readonly trainingObservations?: string;
    }
}
export declare namespace CfnModelCard {
    /**
     * SageMaker training image.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingenvironment.html
     */
    interface TrainingEnvironmentProperty {
        /**
         * SageMaker inference image URI.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingenvironment.html#cfn-sagemaker-modelcard-trainingenvironment-containerimage
         */
        readonly containerImage?: string[];
    }
}
export declare namespace CfnModelCard {
    /**
     * A hyper parameter that was configured in training the model.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-traininghyperparameter.html
     */
    interface TrainingHyperParameterProperty {
        /**
         * The name of the hyper parameter.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-traininghyperparameter.html#cfn-sagemaker-modelcard-traininghyperparameter-name
         */
        readonly name: string;
        /**
         * The value specified for the hyper parameter.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-traininghyperparameter.html#cfn-sagemaker-modelcard-traininghyperparameter-value
         */
        readonly value: string;
    }
}
export declare namespace CfnModelCard {
    /**
     * The overview of a training job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingjobdetails.html
     */
    interface TrainingJobDetailsProperty {
        /**
         * The hyper parameters used in the training job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingjobdetails.html#cfn-sagemaker-modelcard-trainingjobdetails-hyperparameters
         */
        readonly hyperParameters?: Array<CfnModelCard.TrainingHyperParameterProperty | cdk.IResolvable> | cdk.IResolvable;
        /**
         * The SageMaker training job Amazon Resource Name (ARN)
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingjobdetails.html#cfn-sagemaker-modelcard-trainingjobdetails-trainingarn
         */
        readonly trainingArn?: string;
        /**
         * The location of the datasets used to train the model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingjobdetails.html#cfn-sagemaker-modelcard-trainingjobdetails-trainingdatasets
         */
        readonly trainingDatasets?: string[];
        /**
         * The SageMaker training job image URI.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingjobdetails.html#cfn-sagemaker-modelcard-trainingjobdetails-trainingenvironment
         */
        readonly trainingEnvironment?: CfnModelCard.TrainingEnvironmentProperty | cdk.IResolvable;
        /**
         * The SageMaker training job results.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingjobdetails.html#cfn-sagemaker-modelcard-trainingjobdetails-trainingmetrics
         */
        readonly trainingMetrics?: Array<CfnModelCard.TrainingMetricProperty | cdk.IResolvable> | cdk.IResolvable;
        /**
         * Additional hyper parameters that you've specified when training the model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingjobdetails.html#cfn-sagemaker-modelcard-trainingjobdetails-userprovidedhyperparameters
         */
        readonly userProvidedHyperParameters?: Array<CfnModelCard.TrainingHyperParameterProperty | cdk.IResolvable> | cdk.IResolvable;
        /**
         * Custom training job results.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingjobdetails.html#cfn-sagemaker-modelcard-trainingjobdetails-userprovidedtrainingmetrics
         */
        readonly userProvidedTrainingMetrics?: Array<CfnModelCard.TrainingMetricProperty | cdk.IResolvable> | cdk.IResolvable;
    }
}
export declare namespace CfnModelCard {
    /**
     * A result from a SageMaker training job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingmetric.html
     */
    interface TrainingMetricProperty {
        /**
         * The name of the result from the SageMaker training job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingmetric.html#cfn-sagemaker-modelcard-trainingmetric-name
         */
        readonly name: string;
        /**
         * Any additional notes describing the result of the training job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingmetric.html#cfn-sagemaker-modelcard-trainingmetric-notes
         */
        readonly notes?: string;
        /**
         * The value of a result from the SageMaker training job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingmetric.html#cfn-sagemaker-modelcard-trainingmetric-value
         */
        readonly value: number;
    }
}
export declare namespace CfnModelCard {
    /**
     * Information about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-usercontext.html
     */
    interface UserContextProperty {
        /**
         * The domain associated with the user.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-usercontext.html#cfn-sagemaker-modelcard-usercontext-domainid
         */
        readonly domainId?: string;
        /**
         * The Amazon Resource Name (ARN) of the user's profile.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-usercontext.html#cfn-sagemaker-modelcard-usercontext-userprofilearn
         */
        readonly userProfileArn?: string;
        /**
         * The name of the user's profile.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-usercontext.html#cfn-sagemaker-modelcard-usercontext-userprofilename
         */
        readonly userProfileName?: string;
    }
}
/**
 * Properties for defining a `CfnModelExplainabilityJobDefinition`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html
 */
export interface CfnModelExplainabilityJobDefinitionProps {
    /**
     * Identifies the resources to deploy for a monitoring job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-jobresources
     */
    readonly jobResources: CfnModelExplainabilityJobDefinition.MonitoringResourcesProperty | cdk.IResolvable;
    /**
     * Configures the model explainability job to run a specified Docker container image.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityappspecification
     */
    readonly modelExplainabilityAppSpecification: CfnModelExplainabilityJobDefinition.ModelExplainabilityAppSpecificationProperty | cdk.IResolvable;
    /**
     * Inputs for the model explainability job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityjobinput
     */
    readonly modelExplainabilityJobInput: CfnModelExplainabilityJobDefinition.ModelExplainabilityJobInputProperty | cdk.IResolvable;
    /**
     * The output configuration for monitoring jobs.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityjoboutputconfig
     */
    readonly modelExplainabilityJobOutputConfig: CfnModelExplainabilityJobDefinition.MonitoringOutputConfigProperty | cdk.IResolvable;
    /**
     * The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-rolearn
     */
    readonly roleArn: string;
    /**
     * `AWS::SageMaker::ModelExplainabilityJobDefinition.EndpointName`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-endpointname
     */
    readonly endpointName?: string;
    /**
     * The name of the model explainability job definition. The name must be unique within an AWS Region in the AWS account.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-jobdefinitionname
     */
    readonly jobDefinitionName?: string;
    /**
     * The baseline configuration for a model explainability job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilitybaselineconfig
     */
    readonly modelExplainabilityBaselineConfig?: CfnModelExplainabilityJobDefinition.ModelExplainabilityBaselineConfigProperty | cdk.IResolvable;
    /**
     * Networking options for a model explainability job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-networkconfig
     */
    readonly networkConfig?: CfnModelExplainabilityJobDefinition.NetworkConfigProperty | cdk.IResolvable;
    /**
     * A time limit for how long the monitoring job is allowed to run before stopping.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-stoppingcondition
     */
    readonly stoppingCondition?: CfnModelExplainabilityJobDefinition.StoppingConditionProperty | cdk.IResolvable;
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-tags
     */
    readonly tags?: cdk.CfnTag[];
}
/**
 * A CloudFormation `AWS::SageMaker::ModelExplainabilityJobDefinition`
 *
 * Creates the definition for a model explainability job.
 *
 * @cloudformationResource AWS::SageMaker::ModelExplainabilityJobDefinition
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html
 */
export declare class CfnModelExplainabilityJobDefinition extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::ModelExplainabilityJobDefinition";
    /**
     * 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): CfnModelExplainabilityJobDefinition;
    /**
     * The time when the job definition was created.
     * @cloudformationAttribute CreationTime
     */
    readonly attrCreationTime: string;
    /**
     * The Amazon Resource Name (ARN) of the job definition.
     * @cloudformationAttribute JobDefinitionArn
     */
    readonly attrJobDefinitionArn: string;
    /**
     * Identifies the resources to deploy for a monitoring job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-jobresources
     */
    jobResources: CfnModelExplainabilityJobDefinition.MonitoringResourcesProperty | cdk.IResolvable;
    /**
     * Configures the model explainability job to run a specified Docker container image.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityappspecification
     */
    modelExplainabilityAppSpecification: CfnModelExplainabilityJobDefinition.ModelExplainabilityAppSpecificationProperty | cdk.IResolvable;
    /**
     * Inputs for the model explainability job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityjobinput
     */
    modelExplainabilityJobInput: CfnModelExplainabilityJobDefinition.ModelExplainabilityJobInputProperty | cdk.IResolvable;
    /**
     * The output configuration for monitoring jobs.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityjoboutputconfig
     */
    modelExplainabilityJobOutputConfig: CfnModelExplainabilityJobDefinition.MonitoringOutputConfigProperty | cdk.IResolvable;
    /**
     * The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-rolearn
     */
    roleArn: string;
    /**
     * `AWS::SageMaker::ModelExplainabilityJobDefinition.EndpointName`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-endpointname
     */
    endpointName: string | undefined;
    /**
     * The name of the model explainability job definition. The name must be unique within an AWS Region in the AWS account.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-jobdefinitionname
     */
    jobDefinitionName: string | undefined;
    /**
     * The baseline configuration for a model explainability job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilitybaselineconfig
     */
    modelExplainabilityBaselineConfig: CfnModelExplainabilityJobDefinition.ModelExplainabilityBaselineConfigProperty | cdk.IResolvable | undefined;
    /**
     * Networking options for a model explainability job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-networkconfig
     */
    networkConfig: CfnModelExplainabilityJobDefinition.NetworkConfigProperty | cdk.IResolvable | undefined;
    /**
     * A time limit for how long the monitoring job is allowed to run before stopping.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-stoppingcondition
     */
    stoppingCondition: CfnModelExplainabilityJobDefinition.StoppingConditionProperty | cdk.IResolvable | undefined;
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * Create a new `AWS::SageMaker::ModelExplainabilityJobDefinition`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnModelExplainabilityJobDefinitionProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnModelExplainabilityJobDefinition {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-batchtransforminput.html
     */
    interface BatchTransformInputProperty {
        /**
         * `CfnModelExplainabilityJobDefinition.BatchTransformInputProperty.DataCapturedDestinationS3Uri`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-batchtransforminput.html#cfn-sagemaker-modelexplainabilityjobdefinition-batchtransforminput-datacaptureddestinations3uri
         */
        readonly dataCapturedDestinationS3Uri: string;
        /**
         * `CfnModelExplainabilityJobDefinition.BatchTransformInputProperty.DatasetFormat`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-batchtransforminput.html#cfn-sagemaker-modelexplainabilityjobdefinition-batchtransforminput-datasetformat
         */
        readonly datasetFormat: CfnModelExplainabilityJobDefinition.DatasetFormatProperty | cdk.IResolvable;
        /**
         * `CfnModelExplainabilityJobDefinition.BatchTransformInputProperty.FeaturesAttribute`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-batchtransforminput.html#cfn-sagemaker-modelexplainabilityjobdefinition-batchtransforminput-featuresattribute
         */
        readonly featuresAttribute?: string;
        /**
         * `CfnModelExplainabilityJobDefinition.BatchTransformInputProperty.InferenceAttribute`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-batchtransforminput.html#cfn-sagemaker-modelexplainabilityjobdefinition-batchtransforminput-inferenceattribute
         */
        readonly inferenceAttribute?: string;
        /**
         * `CfnModelExplainabilityJobDefinition.BatchTransformInputProperty.LocalPath`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-batchtransforminput.html#cfn-sagemaker-modelexplainabilityjobdefinition-batchtransforminput-localpath
         */
        readonly localPath: string;
        /**
         * `CfnModelExplainabilityJobDefinition.BatchTransformInputProperty.ProbabilityAttribute`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-batchtransforminput.html#cfn-sagemaker-modelexplainabilityjobdefinition-batchtransforminput-probabilityattribute
         */
        readonly probabilityAttribute?: string;
        /**
         * `CfnModelExplainabilityJobDefinition.BatchTransformInputProperty.S3DataDistributionType`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-batchtransforminput.html#cfn-sagemaker-modelexplainabilityjobdefinition-batchtransforminput-s3datadistributiontype
         */
        readonly s3DataDistributionType?: string;
        /**
         * `CfnModelExplainabilityJobDefinition.BatchTransformInputProperty.S3InputMode`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-batchtransforminput.html#cfn-sagemaker-modelexplainabilityjobdefinition-batchtransforminput-s3inputmode
         */
        readonly s3InputMode?: string;
    }
}
export declare namespace CfnModelExplainabilityJobDefinition {
    /**
     * The configuration for the cluster resources used to run the processing job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-clusterconfig.html
     */
    interface ClusterConfigProperty {
        /**
         * The number of ML compute instances to use in the model monitoring job. For distributed processing jobs, specify a value greater than 1. The default value is 1.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-clusterconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-clusterconfig-instancecount
         */
        readonly instanceCount: number;
        /**
         * The ML compute instance type for the processing job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-clusterconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-clusterconfig-instancetype
         */
        readonly instanceType: string;
        /**
         * The AWS Key Management Service ( AWS KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the model monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-clusterconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-clusterconfig-volumekmskeyid
         */
        readonly volumeKmsKeyId?: string;
        /**
         * The size of the ML storage volume, in gigabytes, that you want to provision. You must specify sufficient ML storage for your scenario.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-clusterconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-clusterconfig-volumesizeingb
         */
        readonly volumeSizeInGb: number;
    }
}
export declare namespace CfnModelExplainabilityJobDefinition {
    /**
     * Input object for the endpoint
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-constraintsresource.html
     */
    interface ConstraintsResourceProperty {
        /**
         * The Amazon S3 URI for the constraints resource.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-constraintsresource.html#cfn-sagemaker-modelexplainabilityjobdefinition-constraintsresource-s3uri
         */
        readonly s3Uri?: string;
    }
}
export declare namespace CfnModelExplainabilityJobDefinition {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-csv.html
     */
    interface CsvProperty {
        /**
         * `CfnModelExplainabilityJobDefinition.CsvProperty.Header`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-csv.html#cfn-sagemaker-modelexplainabilityjobdefinition-csv-header
         */
        readonly header?: boolean | cdk.IResolvable;
    }
}
export declare namespace CfnModelExplainabilityJobDefinition {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-datasetformat.html
     */
    interface DatasetFormatProperty {
        /**
         * `CfnModelExplainabilityJobDefinition.DatasetFormatProperty.Csv`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-datasetformat.html#cfn-sagemaker-modelexplainabilityjobdefinition-datasetformat-csv
         */
        readonly csv?: CfnModelExplainabilityJobDefinition.CsvProperty | cdk.IResolvable;
        /**
         * `CfnModelExplainabilityJobDefinition.DatasetFormatProperty.Json`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-datasetformat.html#cfn-sagemaker-modelexplainabilityjobdefinition-datasetformat-json
         */
        readonly json?: any | cdk.IResolvable;
        /**
         * `CfnModelExplainabilityJobDefinition.DatasetFormatProperty.Parquet`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-datasetformat.html#cfn-sagemaker-modelexplainabilityjobdefinition-datasetformat-parquet
         */
        readonly parquet?: boolean | cdk.IResolvable;
    }
}
export declare namespace CfnModelExplainabilityJobDefinition {
    /**
     * Input object for the endpoint
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-endpointinput.html
     */
    interface EndpointInputProperty {
        /**
         * An endpoint in customer's account which has enabled `DataCaptureConfig` enabled.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-endpointinput.html#cfn-sagemaker-modelexplainabilityjobdefinition-endpointinput-endpointname
         */
        readonly endpointName: string;
        /**
         * The attributes of the input data that are the input features.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-endpointinput.html#cfn-sagemaker-modelexplainabilityjobdefinition-endpointinput-featuresattribute
         */
        readonly featuresAttribute?: string;
        /**
         * The attribute of the input data that represents the ground truth label.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-endpointinput.html#cfn-sagemaker-modelexplainabilityjobdefinition-endpointinput-inferenceattribute
         */
        readonly inferenceAttribute?: string;
        /**
         * Path to the filesystem where the endpoint data is available to the container.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-endpointinput.html#cfn-sagemaker-modelexplainabilityjobdefinition-endpointinput-localpath
         */
        readonly localPath: string;
        /**
         * In a classification problem, the attribute that represents the class probability.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-endpointinput.html#cfn-sagemaker-modelexplainabilityjobdefinition-endpointinput-probabilityattribute
         */
        readonly probabilityAttribute?: string;
        /**
         * Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Defaults to `FullyReplicated`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-endpointinput.html#cfn-sagemaker-modelexplainabilityjobdefinition-endpointinput-s3datadistributiontype
         */
        readonly s3DataDistributionType?: string;
        /**
         * Whether the `Pipe` or `File` is used as the input mode for transferring data for the monitoring job. `Pipe` mode is recommended for large datasets. `File` mode is useful for small files that fit in memory. Defaults to `File` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-endpointinput.html#cfn-sagemaker-modelexplainabilityjobdefinition-endpointinput-s3inputmode
         */
        readonly s3InputMode?: string;
    }
}
export declare namespace CfnModelExplainabilityJobDefinition {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-json.html
     */
    interface JsonProperty {
        /**
         * `CfnModelExplainabilityJobDefinition.JsonProperty.Line`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-json.html#cfn-sagemaker-modelexplainabilityjobdefinition-json-line
         */
        readonly line?: boolean | cdk.IResolvable;
    }
}
export declare namespace CfnModelExplainabilityJobDefinition {
    /**
     * Docker container image configuration object for the model explainability job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityappspecification.html
     */
    interface ModelExplainabilityAppSpecificationProperty {
        /**
         * JSON formatted S3 file that defines explainability parameters. For more information on this JSON configuration file, see [Configure model explainability parameters](https://docs.aws.amazon.com/sagemaker/latest/dg/clarify-config-json-monitor-model-explainability-parameters.html) .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityappspecification.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityappspecification-configuri
         */
        readonly configUri: string;
        /**
         * Sets the environment variables in the Docker container.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityappspecification.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityappspecification-environment
         */
        readonly environment?: {
            [key: string]: (string);
        } | cdk.IResolvable;
        /**
         * The container image to be run by the model explainability job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityappspecification.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityappspecification-imageuri
         */
        readonly imageUri: string;
    }
}
export declare namespace CfnModelExplainabilityJobDefinition {
    /**
     * The configuration for a baseline model explainability job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-modelexplainabilitybaselineconfig.html
     */
    interface ModelExplainabilityBaselineConfigProperty {
        /**
         * The name of the baseline model explainability job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-modelexplainabilitybaselineconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilitybaselineconfig-baseliningjobname
         */
        readonly baseliningJobName?: string;
        /**
         * The constraints resource for a model explainability job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-modelexplainabilitybaselineconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilitybaselineconfig-constraintsresource
         */
        readonly constraintsResource?: CfnModelExplainabilityJobDefinition.ConstraintsResourceProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelExplainabilityJobDefinition {
    /**
     * Inputs for the model explainability job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityjobinput.html
     */
    interface ModelExplainabilityJobInputProperty {
        /**
         * `CfnModelExplainabilityJobDefinition.ModelExplainabilityJobInputProperty.BatchTransformInput`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityjobinput.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityjobinput-batchtransforminput
         */
        readonly batchTransformInput?: CfnModelExplainabilityJobDefinition.BatchTransformInputProperty | cdk.IResolvable;
        /**
         * `CfnModelExplainabilityJobDefinition.ModelExplainabilityJobInputProperty.EndpointInput`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityjobinput.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityjobinput-endpointinput
         */
        readonly endpointInput?: CfnModelExplainabilityJobDefinition.EndpointInputProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelExplainabilityJobDefinition {
    /**
     * The output object for a monitoring job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-monitoringoutput.html
     */
    interface MonitoringOutputProperty {
        /**
         * The Amazon S3 storage location where the results of a monitoring job are saved.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-monitoringoutput.html#cfn-sagemaker-modelexplainabilityjobdefinition-monitoringoutput-s3output
         */
        readonly s3Output: CfnModelExplainabilityJobDefinition.S3OutputProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelExplainabilityJobDefinition {
    /**
     * The output configuration for monitoring jobs.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-monitoringoutputconfig.html
     */
    interface MonitoringOutputConfigProperty {
        /**
         * The AWS Key Management Service ( AWS KMS) key that Amazon SageMaker uses to encrypt the model artifacts at rest using Amazon S3 server-side encryption.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-monitoringoutputconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-monitoringoutputconfig-kmskeyid
         */
        readonly kmsKeyId?: string;
        /**
         * Monitoring outputs for monitoring jobs. This is where the output of the periodic monitoring jobs is uploaded.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-monitoringoutputconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-monitoringoutputconfig-monitoringoutputs
         */
        readonly monitoringOutputs: Array<CfnModelExplainabilityJobDefinition.MonitoringOutputProperty | cdk.IResolvable> | cdk.IResolvable;
    }
}
export declare namespace CfnModelExplainabilityJobDefinition {
    /**
     * Identifies the resources to deploy for a monitoring job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-monitoringresources.html
     */
    interface MonitoringResourcesProperty {
        /**
         * The configuration for the cluster resources used to run the processing job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-monitoringresources.html#cfn-sagemaker-modelexplainabilityjobdefinition-monitoringresources-clusterconfig
         */
        readonly clusterConfig: CfnModelExplainabilityJobDefinition.ClusterConfigProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelExplainabilityJobDefinition {
    /**
     * Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-networkconfig.html
     */
    interface NetworkConfigProperty {
        /**
         * Whether to encrypt all communications between distributed processing jobs. Choose `True` to encrypt communications. Encryption provides greater security for distributed processing jobs, but the processing might take longer.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-networkconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-networkconfig-enableintercontainertrafficencryption
         */
        readonly enableInterContainerTrafficEncryption?: boolean | cdk.IResolvable;
        /**
         * Whether to allow inbound and outbound network calls to and from the containers used for the processing job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-networkconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-networkconfig-enablenetworkisolation
         */
        readonly enableNetworkIsolation?: boolean | cdk.IResolvable;
        /**
         * Specifies a VPC that your training jobs and hosted models have access to. Control access to and from your training and model containers by configuring the VPC.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-networkconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-networkconfig-vpcconfig
         */
        readonly vpcConfig?: CfnModelExplainabilityJobDefinition.VpcConfigProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelExplainabilityJobDefinition {
    /**
     * The Amazon S3 storage location where the results of a monitoring job are saved.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-s3output.html
     */
    interface S3OutputProperty {
        /**
         * The local path to the Amazon S3 storage location where Amazon SageMaker saves the results of a monitoring job. LocalPath is an absolute path for the output data.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-s3output.html#cfn-sagemaker-modelexplainabilityjobdefinition-s3output-localpath
         */
        readonly localPath: string;
        /**
         * Whether to upload the results of the monitoring job continuously or after the job completes.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-s3output.html#cfn-sagemaker-modelexplainabilityjobdefinition-s3output-s3uploadmode
         */
        readonly s3UploadMode?: string;
        /**
         * A URI that identifies the Amazon S3 storage location where Amazon SageMaker saves the results of a monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-s3output.html#cfn-sagemaker-modelexplainabilityjobdefinition-s3output-s3uri
         */
        readonly s3Uri: string;
    }
}
export declare namespace CfnModelExplainabilityJobDefinition {
    /**
     * Specifies a limit to how long a model training job or model compilation job can run. It also specifies how long a managed spot training job has to complete. When the job reaches the time limit, SageMaker ends the training or compilation job. Use this API to cap model training costs.
     *
     * To stop a training job, SageMaker sends the algorithm the `SIGTERM` signal, which delays job termination for 120 seconds. Algorithms can use this 120-second window to save the model artifacts, so the results of training are not lost.
     *
     * The training algorithms provided by SageMaker automatically save the intermediate results of a model training job when possible. This attempt to save artifacts is only a best effort case as model might not be in a state from which it can be saved. For example, if training has just started, the model might not be ready to save. When saved, this intermediate data is a valid model artifact. You can use it to create a model with `CreateModel` .
     *
     * > The Neural Topic Model (NTM) currently does not support saving intermediate model artifacts. When training NTMs, make sure that the maximum runtime is sufficient for the training job to complete.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-stoppingcondition.html
     */
    interface StoppingConditionProperty {
        /**
         * The maximum length of time, in seconds, that a training or compilation job can run before it is stopped.
         *
         * For compilation jobs, if the job does not complete during this time, a `TimeOut` error is generated. We recommend starting with 900 seconds and increasing as necessary based on your model.
         *
         * For all other jobs, if the job does not complete during this time, SageMaker ends the job. When `RetryStrategy` is specified in the job request, `MaxRuntimeInSeconds` specifies the maximum time for all of the attempts in total, not each individual attempt. The default value is 1 day. The maximum value is 28 days.
         *
         * The maximum time that a `TrainingJob` can run in total, including any time spent publishing metrics or archiving and uploading models after it has been stopped, is 30 days.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-stoppingcondition.html#cfn-sagemaker-modelexplainabilityjobdefinition-stoppingcondition-maxruntimeinseconds
         */
        readonly maxRuntimeInSeconds: number;
    }
}
export declare namespace CfnModelExplainabilityJobDefinition {
    /**
     * Specifies a VPC that your training jobs and hosted models have access to. Control access to and from your training and model containers by configuring the VPC. For more information, see [Protect Endpoints by Using an Amazon Virtual Private Cloud](https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html) and [Protect Training Jobs by Using an Amazon Virtual Private Cloud](https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html) .
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-vpcconfig.html
     */
    interface VpcConfigProperty {
        /**
         * The VPC security group IDs, in the form sg-xxxxxxxx. Specify the security groups for the VPC that is specified in the `Subnets` field.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-vpcconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-vpcconfig-securitygroupids
         */
        readonly securityGroupIds: string[];
        /**
         * The ID of the subnets in the VPC to which you want to connect your training job or model. For information about the availability of specific instance types, see [Supported Instance Types and Availability Zones](https://docs.aws.amazon.com/sagemaker/latest/dg/instance-types-az.html) .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-vpcconfig.html#cfn-sagemaker-modelexplainabilityjobdefinition-vpcconfig-subnets
         */
        readonly subnets: string[];
    }
}
/**
 * Properties for defining a `CfnModelPackage`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html
 */
export interface CfnModelPackageProps {
    /**
     * A structure of additional Inference Specification. Additional Inference Specification specifies details about inference jobs that can be run with models based on this model package
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-additionalinferencespecificationdefinition
     */
    readonly additionalInferenceSpecificationDefinition?: CfnModelPackage.AdditionalInferenceSpecificationDefinitionProperty | cdk.IResolvable;
    /**
     * An array of additional Inference Specification objects.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-additionalinferencespecifications
     */
    readonly additionalInferenceSpecifications?: Array<CfnModelPackage.AdditionalInferenceSpecificationDefinitionProperty | cdk.IResolvable> | cdk.IResolvable;
    /**
     * An array of additional Inference Specification objects to be added to the existing array. The total number of additional Inference Specification objects cannot exceed 15. Each additional Inference Specification object specifies artifacts based on this model package that can be used on inference endpoints. Generally used with SageMaker Neo to store the compiled artifacts.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-additionalinferencespecificationstoadd
     */
    readonly additionalInferenceSpecificationsToAdd?: Array<CfnModelPackage.AdditionalInferenceSpecificationDefinitionProperty | cdk.IResolvable> | cdk.IResolvable;
    /**
     * A description provided when the model approval is set.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-approvaldescription
     */
    readonly approvalDescription?: string;
    /**
     * Whether the model package is to be certified to be listed on AWS Marketplace. For information about listing model packages on AWS Marketplace, see [List Your Algorithm or Model Package on AWS Marketplace](https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-mkt-list.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-certifyformarketplace
     */
    readonly certifyForMarketplace?: boolean | cdk.IResolvable;
    /**
     * A unique token that guarantees that the call to this API is idempotent.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-clienttoken
     */
    readonly clientToken?: string;
    /**
     * Information about the user who created or modified an experiment, trial, trial component, lineage group, or project.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-createdby
     */
    readonly createdBy?: CfnModelPackage.UserContextProperty | cdk.IResolvable;
    /**
     * The metadata properties for the model package.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-customermetadataproperties
     */
    readonly customerMetadataProperties?: {
        [key: string]: (string);
    } | cdk.IResolvable;
    /**
     * The machine learning domain of your model package and its components. Common machine learning domains include computer vision and natural language processing.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-domain
     */
    readonly domain?: string;
    /**
     * Represents the drift check baselines that can be used when the model monitor is set using the model package.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-driftcheckbaselines
     */
    readonly driftCheckBaselines?: CfnModelPackage.DriftCheckBaselinesProperty | cdk.IResolvable;
    /**
     * The environment variables to set in the Docker container. Each key and value in the `Environment` string to string map can have length of up to 1024. We support up to 16 entries in the map.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-environment
     */
    readonly environment?: {
        [key: string]: (string);
    } | cdk.IResolvable;
    /**
     * Defines how to perform inference generation after a training job is run.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-inferencespecification
     */
    readonly inferenceSpecification?: CfnModelPackage.InferenceSpecificationProperty | cdk.IResolvable;
    /**
     * Information about the user who created or modified an experiment, trial, trial component, lineage group, or project.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-lastmodifiedby
     */
    readonly lastModifiedBy?: CfnModelPackage.UserContextProperty | cdk.IResolvable;
    /**
     * The last time the model package was modified.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-lastmodifiedtime
     */
    readonly lastModifiedTime?: string;
    /**
     * Metadata properties of the tracking entity, trial, or trial component.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-metadataproperties
     */
    readonly metadataProperties?: CfnModelPackage.MetadataPropertiesProperty | cdk.IResolvable;
    /**
     * The approval status of the model. This can be one of the following values.
     *
     * - `APPROVED` - The model is approved
     * - `REJECTED` - The model is rejected.
     * - `PENDING_MANUAL_APPROVAL` - The model is waiting for manual approval.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelapprovalstatus
     */
    readonly modelApprovalStatus?: string;
    /**
     * Metrics for the model.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelmetrics
     */
    readonly modelMetrics?: CfnModelPackage.ModelMetricsProperty | cdk.IResolvable;
    /**
     * The description of the model package.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelpackagedescription
     */
    readonly modelPackageDescription?: string;
    /**
     * The model group to which the model belongs.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelpackagegroupname
     */
    readonly modelPackageGroupName?: string;
    /**
     * The name of the model.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelpackagename
     */
    readonly modelPackageName?: string;
    /**
     * Specifies the validation and image scan statuses of the model package.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelpackagestatusdetails
     */
    readonly modelPackageStatusDetails?: CfnModelPackage.ModelPackageStatusDetailsProperty | cdk.IResolvable;
    /**
     * Represents the overall status of a model package.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelpackagestatusitem
     */
    readonly modelPackageStatusItem?: CfnModelPackage.ModelPackageStatusItemProperty | cdk.IResolvable;
    /**
     * The version number of a versioned model.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelpackageversion
     */
    readonly modelPackageVersion?: number;
    /**
     * The Amazon Simple Storage Service path where the sample payload are stored. This path must point to a single gzip compressed tar archive (.tar.gz suffix).
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-samplepayloadurl
     */
    readonly samplePayloadUrl?: string;
    /**
     * A list of algorithms that were used to create a model package.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-sourcealgorithmspecification
     */
    readonly sourceAlgorithmSpecification?: CfnModelPackage.SourceAlgorithmSpecificationProperty | cdk.IResolvable;
    /**
     * A list of the tags associated with the model package. For more information, see [Tagging AWS resources](https://docs.aws.amazon.com/general/latest/gr/aws_tagging.html) in the *AWS General Reference Guide* .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-tags
     */
    readonly tags?: cdk.CfnTag[];
    /**
     * The machine learning task your model package accomplishes. Common machine learning tasks include object detection and image classification.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-task
     */
    readonly task?: string;
    /**
     * Specifies batch transform jobs that SageMaker runs to validate your model package.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-validationspecification
     */
    readonly validationSpecification?: CfnModelPackage.ValidationSpecificationProperty | cdk.IResolvable;
}
/**
 * A CloudFormation `AWS::SageMaker::ModelPackage`
 *
 * A versioned model that can be deployed for SageMaker inference.
 *
 * @cloudformationResource AWS::SageMaker::ModelPackage
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html
 */
export declare class CfnModelPackage extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::ModelPackage";
    /**
     * 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): CfnModelPackage;
    /**
     * The time that the model package was created.
     * @cloudformationAttribute CreationTime
     */
    readonly attrCreationTime: string;
    /**
     * The Amazon Resource Name (ARN) of the model package.
     * @cloudformationAttribute ModelPackageArn
     */
    readonly attrModelPackageArn: string;
    /**
     * The status of the model package. This can be one of the following values.
     *
     * - `PENDING` - The model package creation is pending.
     * - `IN_PROGRESS` - The model package is in the process of being created.
     * - `COMPLETED` - The model package was successfully created.
     * - `FAILED` - The model package creation failed.
     * - `DELETING` - The model package is in the process of being deleted.
     * @cloudformationAttribute ModelPackageStatus
     */
    readonly attrModelPackageStatus: string;
    /**
     * A structure of additional Inference Specification. Additional Inference Specification specifies details about inference jobs that can be run with models based on this model package
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-additionalinferencespecificationdefinition
     */
    additionalInferenceSpecificationDefinition: CfnModelPackage.AdditionalInferenceSpecificationDefinitionProperty | cdk.IResolvable | undefined;
    /**
     * An array of additional Inference Specification objects.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-additionalinferencespecifications
     */
    additionalInferenceSpecifications: Array<CfnModelPackage.AdditionalInferenceSpecificationDefinitionProperty | cdk.IResolvable> | cdk.IResolvable | undefined;
    /**
     * An array of additional Inference Specification objects to be added to the existing array. The total number of additional Inference Specification objects cannot exceed 15. Each additional Inference Specification object specifies artifacts based on this model package that can be used on inference endpoints. Generally used with SageMaker Neo to store the compiled artifacts.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-additionalinferencespecificationstoadd
     */
    additionalInferenceSpecificationsToAdd: Array<CfnModelPackage.AdditionalInferenceSpecificationDefinitionProperty | cdk.IResolvable> | cdk.IResolvable | undefined;
    /**
     * A description provided when the model approval is set.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-approvaldescription
     */
    approvalDescription: string | undefined;
    /**
     * Whether the model package is to be certified to be listed on AWS Marketplace. For information about listing model packages on AWS Marketplace, see [List Your Algorithm or Model Package on AWS Marketplace](https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-mkt-list.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-certifyformarketplace
     */
    certifyForMarketplace: boolean | cdk.IResolvable | undefined;
    /**
     * A unique token that guarantees that the call to this API is idempotent.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-clienttoken
     */
    clientToken: string | undefined;
    /**
     * Information about the user who created or modified an experiment, trial, trial component, lineage group, or project.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-createdby
     */
    createdBy: CfnModelPackage.UserContextProperty | cdk.IResolvable | undefined;
    /**
     * The metadata properties for the model package.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-customermetadataproperties
     */
    customerMetadataProperties: {
        [key: string]: (string);
    } | cdk.IResolvable | undefined;
    /**
     * The machine learning domain of your model package and its components. Common machine learning domains include computer vision and natural language processing.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-domain
     */
    domain: string | undefined;
    /**
     * Represents the drift check baselines that can be used when the model monitor is set using the model package.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-driftcheckbaselines
     */
    driftCheckBaselines: CfnModelPackage.DriftCheckBaselinesProperty | cdk.IResolvable | undefined;
    /**
     * The environment variables to set in the Docker container. Each key and value in the `Environment` string to string map can have length of up to 1024. We support up to 16 entries in the map.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-environment
     */
    environment: {
        [key: string]: (string);
    } | cdk.IResolvable | undefined;
    /**
     * Defines how to perform inference generation after a training job is run.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-inferencespecification
     */
    inferenceSpecification: CfnModelPackage.InferenceSpecificationProperty | cdk.IResolvable | undefined;
    /**
     * Information about the user who created or modified an experiment, trial, trial component, lineage group, or project.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-lastmodifiedby
     */
    lastModifiedBy: CfnModelPackage.UserContextProperty | cdk.IResolvable | undefined;
    /**
     * The last time the model package was modified.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-lastmodifiedtime
     */
    lastModifiedTime: string | undefined;
    /**
     * Metadata properties of the tracking entity, trial, or trial component.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-metadataproperties
     */
    metadataProperties: CfnModelPackage.MetadataPropertiesProperty | cdk.IResolvable | undefined;
    /**
     * The approval status of the model. This can be one of the following values.
     *
     * - `APPROVED` - The model is approved
     * - `REJECTED` - The model is rejected.
     * - `PENDING_MANUAL_APPROVAL` - The model is waiting for manual approval.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelapprovalstatus
     */
    modelApprovalStatus: string | undefined;
    /**
     * Metrics for the model.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelmetrics
     */
    modelMetrics: CfnModelPackage.ModelMetricsProperty | cdk.IResolvable | undefined;
    /**
     * The description of the model package.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelpackagedescription
     */
    modelPackageDescription: string | undefined;
    /**
     * The model group to which the model belongs.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelpackagegroupname
     */
    modelPackageGroupName: string | undefined;
    /**
     * The name of the model.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelpackagename
     */
    modelPackageName: string | undefined;
    /**
     * Specifies the validation and image scan statuses of the model package.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelpackagestatusdetails
     */
    modelPackageStatusDetails: CfnModelPackage.ModelPackageStatusDetailsProperty | cdk.IResolvable | undefined;
    /**
     * Represents the overall status of a model package.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelpackagestatusitem
     */
    modelPackageStatusItem: CfnModelPackage.ModelPackageStatusItemProperty | cdk.IResolvable | undefined;
    /**
     * The version number of a versioned model.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-modelpackageversion
     */
    modelPackageVersion: number | undefined;
    /**
     * The Amazon Simple Storage Service path where the sample payload are stored. This path must point to a single gzip compressed tar archive (.tar.gz suffix).
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-samplepayloadurl
     */
    samplePayloadUrl: string | undefined;
    /**
     * A list of algorithms that were used to create a model package.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-sourcealgorithmspecification
     */
    sourceAlgorithmSpecification: CfnModelPackage.SourceAlgorithmSpecificationProperty | cdk.IResolvable | undefined;
    /**
     * A list of the tags associated with the model package. For more information, see [Tagging AWS resources](https://docs.aws.amazon.com/general/latest/gr/aws_tagging.html) in the *AWS General Reference Guide* .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * The machine learning task your model package accomplishes. Common machine learning tasks include object detection and image classification.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-task
     */
    task: string | undefined;
    /**
     * Specifies batch transform jobs that SageMaker runs to validate your model package.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackage.html#cfn-sagemaker-modelpackage-validationspecification
     */
    validationSpecification: CfnModelPackage.ValidationSpecificationProperty | cdk.IResolvable | undefined;
    /**
     * Create a new `AWS::SageMaker::ModelPackage`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props?: CfnModelPackageProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnModelPackage {
    /**
     * A structure of additional Inference Specification. Additional Inference Specification specifies details about inference jobs that can be run with models based on this model package
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-additionalinferencespecificationdefinition.html
     */
    interface AdditionalInferenceSpecificationDefinitionProperty {
        /**
         * The Amazon ECR registry path of the Docker image that contains the inference code.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-additionalinferencespecificationdefinition.html#cfn-sagemaker-modelpackage-additionalinferencespecificationdefinition-containers
         */
        readonly containers: Array<CfnModelPackage.ModelPackageContainerDefinitionProperty | cdk.IResolvable> | cdk.IResolvable;
        /**
         * A description of the additional Inference specification
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-additionalinferencespecificationdefinition.html#cfn-sagemaker-modelpackage-additionalinferencespecificationdefinition-description
         */
        readonly description?: string;
        /**
         * A unique name to identify the additional inference specification. The name must be unique within the list of your additional inference specifications for a particular model package.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-additionalinferencespecificationdefinition.html#cfn-sagemaker-modelpackage-additionalinferencespecificationdefinition-name
         */
        readonly name: string;
        /**
         * The supported MIME types for the input data.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-additionalinferencespecificationdefinition.html#cfn-sagemaker-modelpackage-additionalinferencespecificationdefinition-supportedcontenttypes
         */
        readonly supportedContentTypes?: string[];
        /**
         * A list of the instance types that are used to generate inferences in real-time.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-additionalinferencespecificationdefinition.html#cfn-sagemaker-modelpackage-additionalinferencespecificationdefinition-supportedrealtimeinferenceinstancetypes
         */
        readonly supportedRealtimeInferenceInstanceTypes?: string[];
        /**
         * The supported MIME types for the output data.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-additionalinferencespecificationdefinition.html#cfn-sagemaker-modelpackage-additionalinferencespecificationdefinition-supportedresponsemimetypes
         */
        readonly supportedResponseMimeTypes?: string[];
        /**
         * A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-additionalinferencespecificationdefinition.html#cfn-sagemaker-modelpackage-additionalinferencespecificationdefinition-supportedtransforminstancetypes
         */
        readonly supportedTransformInstanceTypes?: string[];
    }
}
export declare namespace CfnModelPackage {
    /**
     * Contains bias metrics for a model.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-bias.html
     */
    interface BiasProperty {
        /**
         * The post-training bias report for a model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-bias.html#cfn-sagemaker-modelpackage-bias-posttrainingreport
         */
        readonly postTrainingReport?: CfnModelPackage.MetricsSourceProperty | cdk.IResolvable;
        /**
         * The pre-training bias report for a model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-bias.html#cfn-sagemaker-modelpackage-bias-pretrainingreport
         */
        readonly preTrainingReport?: CfnModelPackage.MetricsSourceProperty | cdk.IResolvable;
        /**
         * The bias report for a model
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-bias.html#cfn-sagemaker-modelpackage-bias-report
         */
        readonly report?: CfnModelPackage.MetricsSourceProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Describes the location of the channel data.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-datasource.html
     */
    interface DataSourceProperty {
        /**
         * The S3 location of the data source that is associated with a channel.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-datasource.html#cfn-sagemaker-modelpackage-datasource-s3datasource
         */
        readonly s3DataSource: CfnModelPackage.S3DataSourceProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Represents the drift check baselines that can be used when the model monitor is set using the model package.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckbaselines.html
     */
    interface DriftCheckBaselinesProperty {
        /**
         * Represents the drift check bias baselines that can be used when the model monitor is set using the model package.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckbaselines.html#cfn-sagemaker-modelpackage-driftcheckbaselines-bias
         */
        readonly bias?: CfnModelPackage.DriftCheckBiasProperty | cdk.IResolvable;
        /**
         * Represents the drift check explainability baselines that can be used when the model monitor is set using the model package.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckbaselines.html#cfn-sagemaker-modelpackage-driftcheckbaselines-explainability
         */
        readonly explainability?: CfnModelPackage.DriftCheckExplainabilityProperty | cdk.IResolvable;
        /**
         * Represents the drift check model data quality baselines that can be used when the model monitor is set using the model package.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckbaselines.html#cfn-sagemaker-modelpackage-driftcheckbaselines-modeldataquality
         */
        readonly modelDataQuality?: CfnModelPackage.DriftCheckModelDataQualityProperty | cdk.IResolvable;
        /**
         * Represents the drift check model quality baselines that can be used when the model monitor is set using the model package.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckbaselines.html#cfn-sagemaker-modelpackage-driftcheckbaselines-modelquality
         */
        readonly modelQuality?: CfnModelPackage.DriftCheckModelQualityProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Represents the drift check bias baselines that can be used when the model monitor is set using the model package.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckbias.html
     */
    interface DriftCheckBiasProperty {
        /**
         * The bias config file for a model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckbias.html#cfn-sagemaker-modelpackage-driftcheckbias-configfile
         */
        readonly configFile?: CfnModelPackage.FileSourceProperty | cdk.IResolvable;
        /**
         * The post-training constraints.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckbias.html#cfn-sagemaker-modelpackage-driftcheckbias-posttrainingconstraints
         */
        readonly postTrainingConstraints?: CfnModelPackage.MetricsSourceProperty | cdk.IResolvable;
        /**
         * The pre-training constraints.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckbias.html#cfn-sagemaker-modelpackage-driftcheckbias-pretrainingconstraints
         */
        readonly preTrainingConstraints?: CfnModelPackage.MetricsSourceProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Represents the drift check explainability baselines that can be used when the model monitor is set using the model package.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckexplainability.html
     */
    interface DriftCheckExplainabilityProperty {
        /**
         * The explainability config file for the model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckexplainability.html#cfn-sagemaker-modelpackage-driftcheckexplainability-configfile
         */
        readonly configFile?: CfnModelPackage.FileSourceProperty | cdk.IResolvable;
        /**
         * The drift check explainability constraints.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckexplainability.html#cfn-sagemaker-modelpackage-driftcheckexplainability-constraints
         */
        readonly constraints?: CfnModelPackage.MetricsSourceProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Represents the drift check data quality baselines that can be used when the model monitor is set using the model package.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckmodeldataquality.html
     */
    interface DriftCheckModelDataQualityProperty {
        /**
         * The drift check model data quality constraints.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckmodeldataquality.html#cfn-sagemaker-modelpackage-driftcheckmodeldataquality-constraints
         */
        readonly constraints?: CfnModelPackage.MetricsSourceProperty | cdk.IResolvable;
        /**
         * The drift check model data quality statistics.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckmodeldataquality.html#cfn-sagemaker-modelpackage-driftcheckmodeldataquality-statistics
         */
        readonly statistics?: CfnModelPackage.MetricsSourceProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Represents the drift check model quality baselines that can be used when the model monitor is set using the model package.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckmodelquality.html
     */
    interface DriftCheckModelQualityProperty {
        /**
         * The drift check model quality constraints.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckmodelquality.html#cfn-sagemaker-modelpackage-driftcheckmodelquality-constraints
         */
        readonly constraints?: CfnModelPackage.MetricsSourceProperty | cdk.IResolvable;
        /**
         * The drift check model quality statistics.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckmodelquality.html#cfn-sagemaker-modelpackage-driftcheckmodelquality-statistics
         */
        readonly statistics?: CfnModelPackage.MetricsSourceProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Contains explainability metrics for a model.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-explainability.html
     */
    interface ExplainabilityProperty {
        /**
         * The explainability report for a model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-explainability.html#cfn-sagemaker-modelpackage-explainability-report
         */
        readonly report?: CfnModelPackage.MetricsSourceProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Contains details regarding the file source.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-filesource.html
     */
    interface FileSourceProperty {
        /**
         * The digest of the file source.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-filesource.html#cfn-sagemaker-modelpackage-filesource-contentdigest
         */
        readonly contentDigest?: string;
        /**
         * The type of content stored in the file source.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-filesource.html#cfn-sagemaker-modelpackage-filesource-contenttype
         */
        readonly contentType?: string;
        /**
         * The Amazon S3 URI for the file source.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-filesource.html#cfn-sagemaker-modelpackage-filesource-s3uri
         */
        readonly s3Uri: string;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Defines how to perform inference generation after a training job is run.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-inferencespecification.html
     */
    interface InferenceSpecificationProperty {
        /**
         * The Amazon ECR registry path of the Docker image that contains the inference code.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-inferencespecification.html#cfn-sagemaker-modelpackage-inferencespecification-containers
         */
        readonly containers: Array<CfnModelPackage.ModelPackageContainerDefinitionProperty | cdk.IResolvable> | cdk.IResolvable;
        /**
         * The supported MIME types for the input data.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-inferencespecification.html#cfn-sagemaker-modelpackage-inferencespecification-supportedcontenttypes
         */
        readonly supportedContentTypes: string[];
        /**
         * A list of the instance types that are used to generate inferences in real-time.
         *
         * This parameter is required for unversioned models, and optional for versioned models.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-inferencespecification.html#cfn-sagemaker-modelpackage-inferencespecification-supportedrealtimeinferenceinstancetypes
         */
        readonly supportedRealtimeInferenceInstanceTypes?: string[];
        /**
         * The supported MIME types for the output data.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-inferencespecification.html#cfn-sagemaker-modelpackage-inferencespecification-supportedresponsemimetypes
         */
        readonly supportedResponseMimeTypes: string[];
        /**
         * A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
         *
         * This parameter is required for unversioned models, and optional for versioned models.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-inferencespecification.html#cfn-sagemaker-modelpackage-inferencespecification-supportedtransforminstancetypes
         */
        readonly supportedTransformInstanceTypes?: string[];
    }
}
export declare namespace CfnModelPackage {
    /**
     * Metadata properties of the tracking entity, trial, or trial component.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-metadataproperties.html
     */
    interface MetadataPropertiesProperty {
        /**
         * The commit ID.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-metadataproperties.html#cfn-sagemaker-modelpackage-metadataproperties-commitid
         */
        readonly commitId?: string;
        /**
         * The entity this entity was generated by.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-metadataproperties.html#cfn-sagemaker-modelpackage-metadataproperties-generatedby
         */
        readonly generatedBy?: string;
        /**
         * The project ID.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-metadataproperties.html#cfn-sagemaker-modelpackage-metadataproperties-projectid
         */
        readonly projectId?: string;
        /**
         * The repository.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-metadataproperties.html#cfn-sagemaker-modelpackage-metadataproperties-repository
         */
        readonly repository?: string;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Details about the metrics source.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-metricssource.html
     */
    interface MetricsSourceProperty {
        /**
         * The hash key used for the metrics source.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-metricssource.html#cfn-sagemaker-modelpackage-metricssource-contentdigest
         */
        readonly contentDigest?: string;
        /**
         * The metric source content type.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-metricssource.html#cfn-sagemaker-modelpackage-metricssource-contenttype
         */
        readonly contentType: string;
        /**
         * The S3 URI for the metrics source.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-metricssource.html#cfn-sagemaker-modelpackage-metricssource-s3uri
         */
        readonly s3Uri: string;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Data quality constraints and statistics for a model.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modeldataquality.html
     */
    interface ModelDataQualityProperty {
        /**
         * Data quality constraints for a model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modeldataquality.html#cfn-sagemaker-modelpackage-modeldataquality-constraints
         */
        readonly constraints?: CfnModelPackage.MetricsSourceProperty | cdk.IResolvable;
        /**
         * Data quality statistics for a model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modeldataquality.html#cfn-sagemaker-modelpackage-modeldataquality-statistics
         */
        readonly statistics?: CfnModelPackage.MetricsSourceProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Input object for the model.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelinput.html
     */
    interface ModelInputProperty {
        /**
         * The input configuration object for the model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelinput.html#cfn-sagemaker-modelpackage-modelinput-datainputconfig
         */
        readonly dataInputConfig: string;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Contains metrics captured from a model.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelmetrics.html
     */
    interface ModelMetricsProperty {
        /**
         * Metrics that measure bais in a model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelmetrics.html#cfn-sagemaker-modelpackage-modelmetrics-bias
         */
        readonly bias?: CfnModelPackage.BiasProperty | cdk.IResolvable;
        /**
         * Metrics that help explain a model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelmetrics.html#cfn-sagemaker-modelpackage-modelmetrics-explainability
         */
        readonly explainability?: CfnModelPackage.ExplainabilityProperty | cdk.IResolvable;
        /**
         * Metrics that measure the quality of the input data for a model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelmetrics.html#cfn-sagemaker-modelpackage-modelmetrics-modeldataquality
         */
        readonly modelDataQuality?: CfnModelPackage.ModelDataQualityProperty | cdk.IResolvable;
        /**
         * Metrics that measure the quality of a model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelmetrics.html#cfn-sagemaker-modelpackage-modelmetrics-modelquality
         */
        readonly modelQuality?: CfnModelPackage.ModelQualityProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Describes the Docker container for the model package.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelpackagecontainerdefinition.html
     */
    interface ModelPackageContainerDefinitionProperty {
        /**
         * The DNS host name for the Docker container.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelpackagecontainerdefinition.html#cfn-sagemaker-modelpackage-modelpackagecontainerdefinition-containerhostname
         */
        readonly containerHostname?: string;
        /**
         * The environment variables to set in the Docker container. Each key and value in the `Environment` string to string map can have length of up to 1024. We support up to 16 entries in the map.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelpackagecontainerdefinition.html#cfn-sagemaker-modelpackage-modelpackagecontainerdefinition-environment
         */
        readonly environment?: {
            [key: string]: (string);
        } | cdk.IResolvable;
        /**
         * The machine learning framework of the model package container image.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelpackagecontainerdefinition.html#cfn-sagemaker-modelpackage-modelpackagecontainerdefinition-framework
         */
        readonly framework?: string;
        /**
         * The framework version of the Model Package Container Image.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelpackagecontainerdefinition.html#cfn-sagemaker-modelpackage-modelpackagecontainerdefinition-frameworkversion
         */
        readonly frameworkVersion?: string;
        /**
         * The Amazon EC2 Container Registry (Amazon ECR) path where inference code is stored.
         *
         * If you are using your own custom algorithm instead of an algorithm provided by SageMaker, the inference code must meet SageMaker requirements. SageMaker supports both `registry/repository[:tag]` and `registry/repository[@digest]` image path formats. For more information, see [Using Your Own Algorithms with Amazon SageMaker](https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html) .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelpackagecontainerdefinition.html#cfn-sagemaker-modelpackage-modelpackagecontainerdefinition-image
         */
        readonly image: string;
        /**
         * An MD5 hash of the training algorithm that identifies the Docker image used for training.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelpackagecontainerdefinition.html#cfn-sagemaker-modelpackage-modelpackagecontainerdefinition-imagedigest
         */
        readonly imageDigest?: string;
        /**
         * The Amazon S3 path where the model artifacts, which result from model training, are stored. This path must point to a single `gzip` compressed tar archive ( `.tar.gz` suffix).
         *
         * > The model artifacts must be in an S3 bucket that is in the same region as the model package.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelpackagecontainerdefinition.html#cfn-sagemaker-modelpackage-modelpackagecontainerdefinition-modeldataurl
         */
        readonly modelDataUrl?: string;
        /**
         * A structure with Model Input details.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelpackagecontainerdefinition.html#cfn-sagemaker-modelpackage-modelpackagecontainerdefinition-modelinput
         */
        readonly modelInput?: any | cdk.IResolvable;
        /**
         * The name of a pre-trained machine learning benchmarked by Amazon SageMaker Inference Recommender model that matches your model. You can find a list of benchmarked models by calling `ListModelMetadata` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelpackagecontainerdefinition.html#cfn-sagemaker-modelpackage-modelpackagecontainerdefinition-nearestmodelname
         */
        readonly nearestModelName?: string;
        /**
         * The AWS Marketplace product ID of the model package.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelpackagecontainerdefinition.html#cfn-sagemaker-modelpackage-modelpackagecontainerdefinition-productid
         */
        readonly productId?: string;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Specifies the validation and image scan statuses of the model package.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelpackagestatusdetails.html
     */
    interface ModelPackageStatusDetailsProperty {
        /**
         * The status of the scan of the Docker image container for the model package.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelpackagestatusdetails.html#cfn-sagemaker-modelpackage-modelpackagestatusdetails-imagescanstatuses
         */
        readonly imageScanStatuses?: Array<CfnModelPackage.ModelPackageStatusItemProperty | cdk.IResolvable> | cdk.IResolvable;
        /**
         * The validation status of the model package.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelpackagestatusdetails.html#cfn-sagemaker-modelpackage-modelpackagestatusdetails-validationstatuses
         */
        readonly validationStatuses: Array<CfnModelPackage.ModelPackageStatusItemProperty | cdk.IResolvable> | cdk.IResolvable;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Represents the overall status of a model package.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelpackagestatusitem.html
     */
    interface ModelPackageStatusItemProperty {
        /**
         * if the overall status is `Failed` , the reason for the failure.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelpackagestatusitem.html#cfn-sagemaker-modelpackage-modelpackagestatusitem-failurereason
         */
        readonly failureReason?: string;
        /**
         * The name of the model package for which the overall status is being reported.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelpackagestatusitem.html#cfn-sagemaker-modelpackage-modelpackagestatusitem-name
         */
        readonly name: string;
        /**
         * The current status.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelpackagestatusitem.html#cfn-sagemaker-modelpackage-modelpackagestatusitem-status
         */
        readonly status: string;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Model quality statistics and constraints.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelquality.html
     */
    interface ModelQualityProperty {
        /**
         * Model quality constraints.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelquality.html#cfn-sagemaker-modelpackage-modelquality-constraints
         */
        readonly constraints?: CfnModelPackage.MetricsSourceProperty | cdk.IResolvable;
        /**
         * Model quality statistics.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-modelquality.html#cfn-sagemaker-modelpackage-modelquality-statistics
         */
        readonly statistics?: CfnModelPackage.MetricsSourceProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Describes the S3 data source.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-s3datasource.html
     */
    interface S3DataSourceProperty {
        /**
         * If you choose `S3Prefix` , `S3Uri` identifies a key name prefix. SageMaker uses all objects that match the specified key name prefix for model training.
         *
         * If you choose `ManifestFile` , `S3Uri` identifies an object that is a manifest file containing a list of object keys that you want SageMaker to use for model training.
         *
         * If you choose `AugmentedManifestFile` , S3Uri identifies an object that is an augmented manifest file in JSON lines format. This file contains the data you want to use for model training. `AugmentedManifestFile` can only be used if the Channel's input mode is `Pipe` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-s3datasource.html#cfn-sagemaker-modelpackage-s3datasource-s3datatype
         */
        readonly s3DataType: string;
        /**
         * Depending on the value specified for the `S3DataType` , identifies either a key name prefix or a manifest. For example:
         *
         * - A key name prefix might look like this: `s3://bucketname/exampleprefix`
         * - A manifest might look like this: `s3://bucketname/example.manifest`
         *
         * A manifest is an S3 object which is a JSON file consisting of an array of elements. The first element is a prefix which is followed by one or more suffixes. SageMaker appends the suffix elements to the prefix to get a full set of `S3Uri` . Note that the prefix must be a valid non-empty `S3Uri` that precludes users from specifying a manifest whose individual `S3Uri` is sourced from different S3 buckets.
         *
         * The following code example shows a valid manifest format:
         *
         * `[ {"prefix": "s3://customer_bucket/some/prefix/"},`
         *
         * `"relative/path/to/custdata-1",`
         *
         * `"relative/path/custdata-2",`
         *
         * `...`
         *
         * `"relative/path/custdata-N"`
         *
         * `]`
         *
         * This JSON is equivalent to the following `S3Uri` list:
         *
         * `s3://customer_bucket/some/prefix/relative/path/to/custdata-1`
         *
         * `s3://customer_bucket/some/prefix/relative/path/custdata-2`
         *
         * `...`
         *
         * `s3://customer_bucket/some/prefix/relative/path/custdata-N`
         *
         * The complete set of `S3Uri` in this manifest is the input data for the channel for this data source. The object that each `S3Uri` points to must be readable by the IAM role that SageMaker uses to perform tasks on your behalf.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-s3datasource.html#cfn-sagemaker-modelpackage-s3datasource-s3uri
         */
        readonly s3Uri: string;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Specifies an algorithm that was used to create the model package. The algorithm must be either an algorithm resource in your SageMaker account or an algorithm in AWS Marketplace that you are subscribed to.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-sourcealgorithm.html
     */
    interface SourceAlgorithmProperty {
        /**
         * The name of an algorithm that was used to create the model package. The algorithm must be either an algorithm resource in your SageMaker account or an algorithm in AWS Marketplace that you are subscribed to.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-sourcealgorithm.html#cfn-sagemaker-modelpackage-sourcealgorithm-algorithmname
         */
        readonly algorithmName: string;
        /**
         * The Amazon S3 path where the model artifacts, which result from model training, are stored. This path must point to a single `gzip` compressed tar archive ( `.tar.gz` suffix).
         *
         * > The model artifacts must be in an S3 bucket that is in the same region as the algorithm.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-sourcealgorithm.html#cfn-sagemaker-modelpackage-sourcealgorithm-modeldataurl
         */
        readonly modelDataUrl?: string;
    }
}
export declare namespace CfnModelPackage {
    /**
     * A list of algorithms that were used to create a model package.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-sourcealgorithmspecification.html
     */
    interface SourceAlgorithmSpecificationProperty {
        /**
         * A list of the algorithms that were used to create a model package.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-sourcealgorithmspecification.html#cfn-sagemaker-modelpackage-sourcealgorithmspecification-sourcealgorithms
         */
        readonly sourceAlgorithms: Array<CfnModelPackage.SourceAlgorithmProperty | cdk.IResolvable> | cdk.IResolvable;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Describes the input source of a transform job and the way the transform job consumes it.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transforminput.html
     */
    interface TransformInputProperty {
        /**
         * If your transform data is compressed, specify the compression type. Amazon SageMaker automatically decompresses the data for the transform job accordingly. The default value is `None` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transforminput.html#cfn-sagemaker-modelpackage-transforminput-compressiontype
         */
        readonly compressionType?: string;
        /**
         * The multipurpose internet mail extension (MIME) type of the data. Amazon SageMaker uses the MIME type with each http call to transfer data to the transform job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transforminput.html#cfn-sagemaker-modelpackage-transforminput-contenttype
         */
        readonly contentType?: string;
        /**
         * Describes the location of the channel data, which is, the S3 location of the input data that the model can consume.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transforminput.html#cfn-sagemaker-modelpackage-transforminput-datasource
         */
        readonly dataSource: CfnModelPackage.DataSourceProperty | cdk.IResolvable;
        /**
         * The method to use to split the transform job's data files into smaller batches. Splitting is necessary when the total size of each object is too large to fit in a single request. You can also use data splitting to improve performance by processing multiple concurrent mini-batches. The default value for `SplitType` is `None` , which indicates that input data files are not split, and request payloads contain the entire contents of an input object. Set the value of this parameter to `Line` to split records on a newline character boundary. `SplitType` also supports a number of record-oriented binary data formats. Currently, the supported record formats are:
         *
         * - RecordIO
         * - TFRecord
         *
         * When splitting is enabled, the size of a mini-batch depends on the values of the `BatchStrategy` and `MaxPayloadInMB` parameters. When the value of `BatchStrategy` is `MultiRecord` , Amazon SageMaker sends the maximum number of records in each request, up to the `MaxPayloadInMB` limit. If the value of `BatchStrategy` is `SingleRecord` , Amazon SageMaker sends individual records in each request.
         *
         * > Some data formats represent a record as a binary payload wrapped with extra padding bytes. When splitting is applied to a binary data format, padding is removed if the value of `BatchStrategy` is set to `SingleRecord` . Padding is not removed if the value of `BatchStrategy` is set to `MultiRecord` .
         * >
         * > For more information about `RecordIO` , see [Create a Dataset Using RecordIO](https://docs.aws.amazon.com/https://mxnet.apache.org/api/faq/recordio) in the MXNet documentation. For more information about `TFRecord` , see [Consuming TFRecord data](https://docs.aws.amazon.com/https://www.tensorflow.org/guide/data#consuming_tfrecord_data) in the TensorFlow documentation.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transforminput.html#cfn-sagemaker-modelpackage-transforminput-splittype
         */
        readonly splitType?: string;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Defines the input needed to run a transform job using the inference specification specified in the algorithm.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transformjobdefinition.html
     */
    interface TransformJobDefinitionProperty {
        /**
         * A string that determines the number of records included in a single mini-batch.
         *
         * `SingleRecord` means only one record is used per mini-batch. `MultiRecord` means a mini-batch is set to contain as many records that can fit within the `MaxPayloadInMB` limit.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transformjobdefinition.html#cfn-sagemaker-modelpackage-transformjobdefinition-batchstrategy
         */
        readonly batchStrategy?: string;
        /**
         * The environment variables to set in the Docker container. We support up to 16 key and values entries in the map.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transformjobdefinition.html#cfn-sagemaker-modelpackage-transformjobdefinition-environment
         */
        readonly environment?: {
            [key: string]: (string);
        } | cdk.IResolvable;
        /**
         * The maximum number of parallel requests that can be sent to each instance in a transform job. The default value is 1.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transformjobdefinition.html#cfn-sagemaker-modelpackage-transformjobdefinition-maxconcurrenttransforms
         */
        readonly maxConcurrentTransforms?: number;
        /**
         * The maximum payload size allowed, in MB. A payload is the data portion of a record (without metadata).
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transformjobdefinition.html#cfn-sagemaker-modelpackage-transformjobdefinition-maxpayloadinmb
         */
        readonly maxPayloadInMb?: number;
        /**
         * A description of the input source and the way the transform job consumes it.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transformjobdefinition.html#cfn-sagemaker-modelpackage-transformjobdefinition-transforminput
         */
        readonly transformInput: CfnModelPackage.TransformInputProperty | cdk.IResolvable;
        /**
         * Identifies the Amazon S3 location where you want Amazon SageMaker to save the results from the transform job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transformjobdefinition.html#cfn-sagemaker-modelpackage-transformjobdefinition-transformoutput
         */
        readonly transformOutput: CfnModelPackage.TransformOutputProperty | cdk.IResolvable;
        /**
         * Identifies the ML compute instances for the transform job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transformjobdefinition.html#cfn-sagemaker-modelpackage-transformjobdefinition-transformresources
         */
        readonly transformResources: CfnModelPackage.TransformResourcesProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Describes the results of a transform job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transformoutput.html
     */
    interface TransformOutputProperty {
        /**
         * The MIME type used to specify the output data. Amazon SageMaker uses the MIME type with each http call to transfer data from the transform job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transformoutput.html#cfn-sagemaker-modelpackage-transformoutput-accept
         */
        readonly accept?: string;
        /**
         * Defines how to assemble the results of the transform job as a single S3 object. Choose a format that is most convenient to you. To concatenate the results in binary format, specify `None` . To add a newline character at the end of every transformed record, specify `Line` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transformoutput.html#cfn-sagemaker-modelpackage-transformoutput-assemblewith
         */
        readonly assembleWith?: string;
        /**
         * The AWS Key Management Service ( AWS KMS) key that Amazon SageMaker uses to encrypt the model artifacts at rest using Amazon S3 server-side encryption. The `KmsKeyId` can be any of the following formats:
         *
         * - Key ID: `1234abcd-12ab-34cd-56ef-1234567890ab`
         * - Key ARN: `arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab`
         * - Alias name: `alias/ExampleAlias`
         * - Alias name ARN: `arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias`
         *
         * If you don't provide a KMS key ID, Amazon SageMaker uses the default KMS key for Amazon S3 for your role's account. For more information, see [KMS-Managed Encryption Keys](https://docs.aws.amazon.com/AmazonS3/latest/dev/UsingKMSEncryption.html) in the *Amazon Simple Storage Service Developer Guide.*
         *
         * The KMS key policy must grant permission to the IAM role that you specify in your [CreateModel](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateModel.html) request. For more information, see [Using Key Policies in AWS KMS](https://docs.aws.amazon.com/kms/latest/developerguide/key-policies.html) in the *AWS Key Management Service Developer Guide* .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transformoutput.html#cfn-sagemaker-modelpackage-transformoutput-kmskeyid
         */
        readonly kmsKeyId?: string;
        /**
         * The Amazon S3 path where you want Amazon SageMaker to store the results of the transform job. For example, `s3://bucket-name/key-name-prefix` .
         *
         * For every S3 object used as input for the transform job, batch transform stores the transformed data with an . `out` suffix in a corresponding subfolder in the location in the output prefix. For example, for the input data stored at `s3://bucket-name/input-name-prefix/dataset01/data.csv` , batch transform stores the transformed data at `s3://bucket-name/output-name-prefix/input-name-prefix/data.csv.out` . Batch transform doesn't upload partially processed objects. For an input S3 object that contains multiple records, it creates an . `out` file only if the transform job succeeds on the entire file. When the input contains multiple S3 objects, the batch transform job processes the listed S3 objects and uploads only the output for successfully processed objects. If any object fails in the transform job batch transform marks the job as failed to prompt investigation.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transformoutput.html#cfn-sagemaker-modelpackage-transformoutput-s3outputpath
         */
        readonly s3OutputPath: string;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Describes the resources, including ML instance types and ML instance count, to use for transform job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transformresources.html
     */
    interface TransformResourcesProperty {
        /**
         * The number of ML compute instances to use in the transform job. The default value is `1` , and the maximum is `100` . For distributed transform jobs, specify a value greater than `1` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transformresources.html#cfn-sagemaker-modelpackage-transformresources-instancecount
         */
        readonly instanceCount: number;
        /**
         * The ML compute instance type for the transform job. If you are using built-in algorithms to transform moderately sized datasets, we recommend using ml.m4.xlarge or `ml.m5.large` instance types.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transformresources.html#cfn-sagemaker-modelpackage-transformresources-instancetype
         */
        readonly instanceType: string;
        /**
         * The AWS Key Management Service ( AWS KMS) key that Amazon SageMaker uses to encrypt model data on the storage volume attached to the ML compute instance(s) that run the batch transform job.
         *
         * > Certain Nitro-based instances include local storage, dependent on the instance type. Local storage volumes are encrypted using a hardware module on the instance. You can't request a `VolumeKmsKeyId` when using an instance type with local storage.
         * >
         * > For a list of instance types that support local instance storage, see [Instance Store Volumes](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/InstanceStorage.html#instance-store-volumes) .
         * >
         * > For more information about local instance storage encryption, see [SSD Instance Store Volumes](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/ssd-instance-store.html) .
         *
         * The `VolumeKmsKeyId` can be any of the following formats:
         *
         * - Key ID: `1234abcd-12ab-34cd-56ef-1234567890ab`
         * - Key ARN: `arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab`
         * - Alias name: `alias/ExampleAlias`
         * - Alias name ARN: `arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transformresources.html#cfn-sagemaker-modelpackage-transformresources-volumekmskeyid
         */
        readonly volumeKmsKeyId?: string;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Information about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-usercontext.html
     */
    interface UserContextProperty {
        /**
         * The domain associated with the user.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-usercontext.html#cfn-sagemaker-modelpackage-usercontext-domainid
         */
        readonly domainId?: string;
        /**
         * The Amazon Resource Name (ARN) of the user's profile.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-usercontext.html#cfn-sagemaker-modelpackage-usercontext-userprofilearn
         */
        readonly userProfileArn?: string;
        /**
         * The name of the user's profile.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-usercontext.html#cfn-sagemaker-modelpackage-usercontext-userprofilename
         */
        readonly userProfileName?: string;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Contains data, such as the inputs and targeted instance types that are used in the process of validating the model package.
     *
     * The data provided in the validation profile is made available to your buyers on AWS Marketplace.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-validationprofile.html
     */
    interface ValidationProfileProperty {
        /**
         * The name of the profile for the model package.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-validationprofile.html#cfn-sagemaker-modelpackage-validationprofile-profilename
         */
        readonly profileName: string;
        /**
         * The `TransformJobDefinition` object that describes the transform job used for the validation of the model package.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-validationprofile.html#cfn-sagemaker-modelpackage-validationprofile-transformjobdefinition
         */
        readonly transformJobDefinition: CfnModelPackage.TransformJobDefinitionProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelPackage {
    /**
     * Specifies batch transform jobs that SageMaker runs to validate your model package.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-validationspecification.html
     */
    interface ValidationSpecificationProperty {
        /**
         * An array of `ModelPackageValidationProfile` objects, each of which specifies a batch transform job that SageMaker runs to validate your model package.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-validationspecification.html#cfn-sagemaker-modelpackage-validationspecification-validationprofiles
         */
        readonly validationProfiles: Array<CfnModelPackage.ValidationProfileProperty | cdk.IResolvable> | cdk.IResolvable;
        /**
         * The IAM roles to be used for the validation of the model package.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-validationspecification.html#cfn-sagemaker-modelpackage-validationspecification-validationrole
         */
        readonly validationRole: string;
    }
}
/**
 * Properties for defining a `CfnModelPackageGroup`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackagegroup.html
 */
export interface CfnModelPackageGroupProps {
    /**
     * The name of the model group.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackagegroup.html#cfn-sagemaker-modelpackagegroup-modelpackagegroupname
     */
    readonly modelPackageGroupName: string;
    /**
     * The description for the model group.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackagegroup.html#cfn-sagemaker-modelpackagegroup-modelpackagegroupdescription
     */
    readonly modelPackageGroupDescription?: string;
    /**
     * A resouce policy to control access to a model group. For information about resoure policies, see [Identity-based policies and resource-based policies](https://docs.aws.amazon.com/IAM/latest/UserGuide/access_policies_identity-vs-resource.html) in the *AWS Identity and Access Management User Guide.* .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackagegroup.html#cfn-sagemaker-modelpackagegroup-modelpackagegrouppolicy
     */
    readonly modelPackageGroupPolicy?: any | cdk.IResolvable;
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackagegroup.html#cfn-sagemaker-modelpackagegroup-tags
     */
    readonly tags?: cdk.CfnTag[];
}
/**
 * A CloudFormation `AWS::SageMaker::ModelPackageGroup`
 *
 * A group of versioned models in the model registry.
 *
 * @cloudformationResource AWS::SageMaker::ModelPackageGroup
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackagegroup.html
 */
export declare class CfnModelPackageGroup extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::ModelPackageGroup";
    /**
     * 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): CfnModelPackageGroup;
    /**
     * The time when the model group was created.
     * @cloudformationAttribute CreationTime
     */
    readonly attrCreationTime: string;
    /**
     * The Amazon Resource Name (ARN) of the model group.
     * @cloudformationAttribute ModelPackageGroupArn
     */
    readonly attrModelPackageGroupArn: string;
    /**
     * The status of the model group.
     * @cloudformationAttribute ModelPackageGroupStatus
     */
    readonly attrModelPackageGroupStatus: string;
    /**
     * The name of the model group.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackagegroup.html#cfn-sagemaker-modelpackagegroup-modelpackagegroupname
     */
    modelPackageGroupName: string;
    /**
     * The description for the model group.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackagegroup.html#cfn-sagemaker-modelpackagegroup-modelpackagegroupdescription
     */
    modelPackageGroupDescription: string | undefined;
    /**
     * A resouce policy to control access to a model group. For information about resoure policies, see [Identity-based policies and resource-based policies](https://docs.aws.amazon.com/IAM/latest/UserGuide/access_policies_identity-vs-resource.html) in the *AWS Identity and Access Management User Guide.* .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackagegroup.html#cfn-sagemaker-modelpackagegroup-modelpackagegrouppolicy
     */
    modelPackageGroupPolicy: any | cdk.IResolvable | undefined;
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelpackagegroup.html#cfn-sagemaker-modelpackagegroup-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * Create a new `AWS::SageMaker::ModelPackageGroup`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnModelPackageGroupProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
/**
 * Properties for defining a `CfnModelQualityJobDefinition`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html
 */
export interface CfnModelQualityJobDefinitionProps {
    /**
     * Identifies the resources to deploy for a monitoring job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-jobresources
     */
    readonly jobResources: CfnModelQualityJobDefinition.MonitoringResourcesProperty | cdk.IResolvable;
    /**
     * Container image configuration object for the monitoring job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification
     */
    readonly modelQualityAppSpecification: CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty | cdk.IResolvable;
    /**
     * A list of the inputs that are monitored. Currently endpoints are supported.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityjobinput
     */
    readonly modelQualityJobInput: CfnModelQualityJobDefinition.ModelQualityJobInputProperty | cdk.IResolvable;
    /**
     * The output configuration for monitoring jobs.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityjoboutputconfig
     */
    readonly modelQualityJobOutputConfig: CfnModelQualityJobDefinition.MonitoringOutputConfigProperty | cdk.IResolvable;
    /**
     * The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-rolearn
     */
    readonly roleArn: string;
    /**
     * `AWS::SageMaker::ModelQualityJobDefinition.EndpointName`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-endpointname
     */
    readonly endpointName?: string;
    /**
     * The name of the monitoring job definition.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-jobdefinitionname
     */
    readonly jobDefinitionName?: string;
    /**
     * Specifies the constraints and baselines for the monitoring job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualitybaselineconfig
     */
    readonly modelQualityBaselineConfig?: CfnModelQualityJobDefinition.ModelQualityBaselineConfigProperty | cdk.IResolvable;
    /**
     * Specifies the network configuration for the monitoring job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-networkconfig
     */
    readonly networkConfig?: CfnModelQualityJobDefinition.NetworkConfigProperty | cdk.IResolvable;
    /**
     * A time limit for how long the monitoring job is allowed to run before stopping.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-stoppingcondition
     */
    readonly stoppingCondition?: CfnModelQualityJobDefinition.StoppingConditionProperty | cdk.IResolvable;
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-tags
     */
    readonly tags?: cdk.CfnTag[];
}
/**
 * A CloudFormation `AWS::SageMaker::ModelQualityJobDefinition`
 *
 * Creates a definition for a job that monitors model quality and drift. For information about model monitor, see [Amazon SageMaker Model Monitor](https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor.html) .
 *
 * @cloudformationResource AWS::SageMaker::ModelQualityJobDefinition
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html
 */
export declare class CfnModelQualityJobDefinition extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::ModelQualityJobDefinition";
    /**
     * 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): CfnModelQualityJobDefinition;
    /**
     * The time when the job definition was created.
     * @cloudformationAttribute CreationTime
     */
    readonly attrCreationTime: string;
    /**
     * The Amazon Resource Name (ARN) of the job definition.
     * @cloudformationAttribute JobDefinitionArn
     */
    readonly attrJobDefinitionArn: string;
    /**
     * Identifies the resources to deploy for a monitoring job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-jobresources
     */
    jobResources: CfnModelQualityJobDefinition.MonitoringResourcesProperty | cdk.IResolvable;
    /**
     * Container image configuration object for the monitoring job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification
     */
    modelQualityAppSpecification: CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty | cdk.IResolvable;
    /**
     * A list of the inputs that are monitored. Currently endpoints are supported.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityjobinput
     */
    modelQualityJobInput: CfnModelQualityJobDefinition.ModelQualityJobInputProperty | cdk.IResolvable;
    /**
     * The output configuration for monitoring jobs.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityjoboutputconfig
     */
    modelQualityJobOutputConfig: CfnModelQualityJobDefinition.MonitoringOutputConfigProperty | cdk.IResolvable;
    /**
     * The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-rolearn
     */
    roleArn: string;
    /**
     * `AWS::SageMaker::ModelQualityJobDefinition.EndpointName`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-endpointname
     */
    endpointName: string | undefined;
    /**
     * The name of the monitoring job definition.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-jobdefinitionname
     */
    jobDefinitionName: string | undefined;
    /**
     * Specifies the constraints and baselines for the monitoring job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualitybaselineconfig
     */
    modelQualityBaselineConfig: CfnModelQualityJobDefinition.ModelQualityBaselineConfigProperty | cdk.IResolvable | undefined;
    /**
     * Specifies the network configuration for the monitoring job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-networkconfig
     */
    networkConfig: CfnModelQualityJobDefinition.NetworkConfigProperty | cdk.IResolvable | undefined;
    /**
     * A time limit for how long the monitoring job is allowed to run before stopping.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-stoppingcondition
     */
    stoppingCondition: CfnModelQualityJobDefinition.StoppingConditionProperty | cdk.IResolvable | undefined;
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * Create a new `AWS::SageMaker::ModelQualityJobDefinition`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnModelQualityJobDefinitionProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnModelQualityJobDefinition {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-batchtransforminput.html
     */
    interface BatchTransformInputProperty {
        /**
         * `CfnModelQualityJobDefinition.BatchTransformInputProperty.DataCapturedDestinationS3Uri`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-batchtransforminput.html#cfn-sagemaker-modelqualityjobdefinition-batchtransforminput-datacaptureddestinations3uri
         */
        readonly dataCapturedDestinationS3Uri: string;
        /**
         * `CfnModelQualityJobDefinition.BatchTransformInputProperty.DatasetFormat`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-batchtransforminput.html#cfn-sagemaker-modelqualityjobdefinition-batchtransforminput-datasetformat
         */
        readonly datasetFormat: CfnModelQualityJobDefinition.DatasetFormatProperty | cdk.IResolvable;
        /**
         * `CfnModelQualityJobDefinition.BatchTransformInputProperty.EndTimeOffset`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-batchtransforminput.html#cfn-sagemaker-modelqualityjobdefinition-batchtransforminput-endtimeoffset
         */
        readonly endTimeOffset?: string;
        /**
         * `CfnModelQualityJobDefinition.BatchTransformInputProperty.InferenceAttribute`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-batchtransforminput.html#cfn-sagemaker-modelqualityjobdefinition-batchtransforminput-inferenceattribute
         */
        readonly inferenceAttribute?: string;
        /**
         * `CfnModelQualityJobDefinition.BatchTransformInputProperty.LocalPath`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-batchtransforminput.html#cfn-sagemaker-modelqualityjobdefinition-batchtransforminput-localpath
         */
        readonly localPath: string;
        /**
         * `CfnModelQualityJobDefinition.BatchTransformInputProperty.ProbabilityAttribute`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-batchtransforminput.html#cfn-sagemaker-modelqualityjobdefinition-batchtransforminput-probabilityattribute
         */
        readonly probabilityAttribute?: string;
        /**
         * `CfnModelQualityJobDefinition.BatchTransformInputProperty.ProbabilityThresholdAttribute`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-batchtransforminput.html#cfn-sagemaker-modelqualityjobdefinition-batchtransforminput-probabilitythresholdattribute
         */
        readonly probabilityThresholdAttribute?: number;
        /**
         * `CfnModelQualityJobDefinition.BatchTransformInputProperty.S3DataDistributionType`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-batchtransforminput.html#cfn-sagemaker-modelqualityjobdefinition-batchtransforminput-s3datadistributiontype
         */
        readonly s3DataDistributionType?: string;
        /**
         * `CfnModelQualityJobDefinition.BatchTransformInputProperty.S3InputMode`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-batchtransforminput.html#cfn-sagemaker-modelqualityjobdefinition-batchtransforminput-s3inputmode
         */
        readonly s3InputMode?: string;
        /**
         * `CfnModelQualityJobDefinition.BatchTransformInputProperty.StartTimeOffset`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-batchtransforminput.html#cfn-sagemaker-modelqualityjobdefinition-batchtransforminput-starttimeoffset
         */
        readonly startTimeOffset?: string;
    }
}
export declare namespace CfnModelQualityJobDefinition {
    /**
     * The configuration for the cluster of resources used to run the processing job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-clusterconfig.html
     */
    interface ClusterConfigProperty {
        /**
         * The number of ML compute instances to use in the model monitoring job. For distributed processing jobs, specify a value greater than 1. The default value is 1.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-clusterconfig.html#cfn-sagemaker-modelqualityjobdefinition-clusterconfig-instancecount
         */
        readonly instanceCount: number;
        /**
         * The ML compute instance type for the processing job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-clusterconfig.html#cfn-sagemaker-modelqualityjobdefinition-clusterconfig-instancetype
         */
        readonly instanceType: string;
        /**
         * The AWS Key Management Service ( AWS KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the model monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-clusterconfig.html#cfn-sagemaker-modelqualityjobdefinition-clusterconfig-volumekmskeyid
         */
        readonly volumeKmsKeyId?: string;
        /**
         * The size of the ML storage volume, in gigabytes, that you want to provision. You must specify sufficient ML storage for your scenario.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-clusterconfig.html#cfn-sagemaker-modelqualityjobdefinition-clusterconfig-volumesizeingb
         */
        readonly volumeSizeInGb: number;
    }
}
export declare namespace CfnModelQualityJobDefinition {
    /**
     * The constraints resource for a monitoring job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-constraintsresource.html
     */
    interface ConstraintsResourceProperty {
        /**
         * The Amazon S3 URI for the constraints resource.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-constraintsresource.html#cfn-sagemaker-modelqualityjobdefinition-constraintsresource-s3uri
         */
        readonly s3Uri?: string;
    }
}
export declare namespace CfnModelQualityJobDefinition {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-csv.html
     */
    interface CsvProperty {
        /**
         * `CfnModelQualityJobDefinition.CsvProperty.Header`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-csv.html#cfn-sagemaker-modelqualityjobdefinition-csv-header
         */
        readonly header?: boolean | cdk.IResolvable;
    }
}
export declare namespace CfnModelQualityJobDefinition {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-datasetformat.html
     */
    interface DatasetFormatProperty {
        /**
         * `CfnModelQualityJobDefinition.DatasetFormatProperty.Csv`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-datasetformat.html#cfn-sagemaker-modelqualityjobdefinition-datasetformat-csv
         */
        readonly csv?: CfnModelQualityJobDefinition.CsvProperty | cdk.IResolvable;
        /**
         * `CfnModelQualityJobDefinition.DatasetFormatProperty.Json`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-datasetformat.html#cfn-sagemaker-modelqualityjobdefinition-datasetformat-json
         */
        readonly json?: any | cdk.IResolvable;
        /**
         * `CfnModelQualityJobDefinition.DatasetFormatProperty.Parquet`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-datasetformat.html#cfn-sagemaker-modelqualityjobdefinition-datasetformat-parquet
         */
        readonly parquet?: boolean | cdk.IResolvable;
    }
}
export declare namespace CfnModelQualityJobDefinition {
    /**
     * Input object for the endpoint
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html
     */
    interface EndpointInputProperty {
        /**
         * If specified, monitoring jobs substract this time from the end time. For information about using offsets for scheduling monitoring jobs, see [Schedule Model Quality Monitoring Jobs](https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-model-quality-schedule.html) .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-endtimeoffset
         */
        readonly endTimeOffset?: string;
        /**
         * An endpoint in customer's account which has enabled `DataCaptureConfig` enabled.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-endpointname
         */
        readonly endpointName: string;
        /**
         * The attribute of the input data that represents the ground truth label.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-inferenceattribute
         */
        readonly inferenceAttribute?: string;
        /**
         * Path to the filesystem where the endpoint data is available to the container.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-localpath
         */
        readonly localPath: string;
        /**
         * In a classification problem, the attribute that represents the class probability.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-probabilityattribute
         */
        readonly probabilityAttribute?: string;
        /**
         * The threshold for the class probability to be evaluated as a positive result.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-probabilitythresholdattribute
         */
        readonly probabilityThresholdAttribute?: number;
        /**
         * Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Defaults to `FullyReplicated`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-s3datadistributiontype
         */
        readonly s3DataDistributionType?: string;
        /**
         * Whether the `Pipe` or `File` is used as the input mode for transferring data for the monitoring job. `Pipe` mode is recommended for large datasets. `File` mode is useful for small files that fit in memory. Defaults to `File` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-s3inputmode
         */
        readonly s3InputMode?: string;
        /**
         * If specified, monitoring jobs substract this time from the start time. For information about using offsets for scheduling monitoring jobs, see [Schedule Model Quality Monitoring Jobs](https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-model-quality-schedule.html) .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-endpointinput.html#cfn-sagemaker-modelqualityjobdefinition-endpointinput-starttimeoffset
         */
        readonly startTimeOffset?: string;
    }
}
export declare namespace CfnModelQualityJobDefinition {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-json.html
     */
    interface JsonProperty {
        /**
         * `CfnModelQualityJobDefinition.JsonProperty.Line`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-json.html#cfn-sagemaker-modelqualityjobdefinition-json-line
         */
        readonly line?: boolean | cdk.IResolvable;
    }
}
export declare namespace CfnModelQualityJobDefinition {
    /**
     * Container image configuration object for the monitoring job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html
     */
    interface ModelQualityAppSpecificationProperty {
        /**
         * An array of arguments for the container used to run the monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-containerarguments
         */
        readonly containerArguments?: string[];
        /**
         * Specifies the entrypoint for a container that the monitoring job runs.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-containerentrypoint
         */
        readonly containerEntrypoint?: string[];
        /**
         * Sets the environment variables in the container that the monitoring job runs.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-environment
         */
        readonly environment?: {
            [key: string]: (string);
        } | cdk.IResolvable;
        /**
         * The address of the container image that the monitoring job runs.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-imageuri
         */
        readonly imageUri: string;
        /**
         * An Amazon S3 URI to a script that is called after analysis has been performed. Applicable only for the built-in (first party) containers.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-postanalyticsprocessorsourceuri
         */
        readonly postAnalyticsProcessorSourceUri?: string;
        /**
         * The machine learning problem type of the model that the monitoring job monitors.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-problemtype
         */
        readonly problemType: string;
        /**
         * An Amazon S3 URI to a script that is called per row prior to running analysis. It can base64 decode the payload and convert it into a flatted json so that the built-in container can use the converted data. Applicable only for the built-in (first party) containers.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityappspecification.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification-recordpreprocessorsourceuri
         */
        readonly recordPreprocessorSourceUri?: string;
    }
}
export declare namespace CfnModelQualityJobDefinition {
    /**
     * Configuration for monitoring constraints and monitoring statistics. These baseline resources are compared against the results of the current job from the series of jobs scheduled to collect data periodically.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualitybaselineconfig.html
     */
    interface ModelQualityBaselineConfigProperty {
        /**
         * The name of the job that performs baselining for the monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualitybaselineconfig.html#cfn-sagemaker-modelqualityjobdefinition-modelqualitybaselineconfig-baseliningjobname
         */
        readonly baseliningJobName?: string;
        /**
         * The constraints resource for a monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualitybaselineconfig.html#cfn-sagemaker-modelqualityjobdefinition-modelqualitybaselineconfig-constraintsresource
         */
        readonly constraintsResource?: CfnModelQualityJobDefinition.ConstraintsResourceProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelQualityJobDefinition {
    /**
     * The input for the model quality monitoring job. Currently endponts are supported for input for model quality monitoring jobs.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityjobinput.html
     */
    interface ModelQualityJobInputProperty {
        /**
         * `CfnModelQualityJobDefinition.ModelQualityJobInputProperty.BatchTransformInput`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityjobinput.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityjobinput-batchtransforminput
         */
        readonly batchTransformInput?: CfnModelQualityJobDefinition.BatchTransformInputProperty | cdk.IResolvable;
        /**
         * Input object for the endpoint
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityjobinput.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityjobinput-endpointinput
         */
        readonly endpointInput?: CfnModelQualityJobDefinition.EndpointInputProperty | cdk.IResolvable;
        /**
         * The ground truth label provided for the model.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityjobinput.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityjobinput-groundtruths3input
         */
        readonly groundTruthS3Input: CfnModelQualityJobDefinition.MonitoringGroundTruthS3InputProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelQualityJobDefinition {
    /**
     * The ground truth labels for the dataset used for the monitoring job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringgroundtruths3input.html
     */
    interface MonitoringGroundTruthS3InputProperty {
        /**
         * The address of the Amazon S3 location of the ground truth labels.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringgroundtruths3input.html#cfn-sagemaker-modelqualityjobdefinition-monitoringgroundtruths3input-s3uri
         */
        readonly s3Uri: string;
    }
}
export declare namespace CfnModelQualityJobDefinition {
    /**
     * The output object for a monitoring job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringoutput.html
     */
    interface MonitoringOutputProperty {
        /**
         * The Amazon S3 storage location where the results of a monitoring job are saved.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringoutput.html#cfn-sagemaker-modelqualityjobdefinition-monitoringoutput-s3output
         */
        readonly s3Output: CfnModelQualityJobDefinition.S3OutputProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelQualityJobDefinition {
    /**
     * The output configuration for monitoring jobs.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringoutputconfig.html
     */
    interface MonitoringOutputConfigProperty {
        /**
         * The AWS Key Management Service ( AWS KMS) key that Amazon SageMaker uses to encrypt the model artifacts at rest using Amazon S3 server-side encryption.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringoutputconfig.html#cfn-sagemaker-modelqualityjobdefinition-monitoringoutputconfig-kmskeyid
         */
        readonly kmsKeyId?: string;
        /**
         * Monitoring outputs for monitoring jobs. This is where the output of the periodic monitoring jobs is uploaded.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringoutputconfig.html#cfn-sagemaker-modelqualityjobdefinition-monitoringoutputconfig-monitoringoutputs
         */
        readonly monitoringOutputs: Array<CfnModelQualityJobDefinition.MonitoringOutputProperty | cdk.IResolvable> | cdk.IResolvable;
    }
}
export declare namespace CfnModelQualityJobDefinition {
    /**
     * Identifies the resources to deploy for a monitoring job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringresources.html
     */
    interface MonitoringResourcesProperty {
        /**
         * The configuration for the cluster resources used to run the processing job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-monitoringresources.html#cfn-sagemaker-modelqualityjobdefinition-monitoringresources-clusterconfig
         */
        readonly clusterConfig: CfnModelQualityJobDefinition.ClusterConfigProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelQualityJobDefinition {
    /**
     * Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-networkconfig.html
     */
    interface NetworkConfigProperty {
        /**
         * Whether to encrypt all communications between distributed processing jobs. Choose `True` to encrypt communications. Encryption provides greater security for distributed processing jobs, but the processing might take longer.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-networkconfig.html#cfn-sagemaker-modelqualityjobdefinition-networkconfig-enableintercontainertrafficencryption
         */
        readonly enableInterContainerTrafficEncryption?: boolean | cdk.IResolvable;
        /**
         * Whether to allow inbound and outbound network calls to and from the containers used for the processing job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-networkconfig.html#cfn-sagemaker-modelqualityjobdefinition-networkconfig-enablenetworkisolation
         */
        readonly enableNetworkIsolation?: boolean | cdk.IResolvable;
        /**
         * Specifies a VPC that your training jobs and hosted models have access to. Control access to and from your training and model containers by configuring the VPC.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-networkconfig.html#cfn-sagemaker-modelqualityjobdefinition-networkconfig-vpcconfig
         */
        readonly vpcConfig?: CfnModelQualityJobDefinition.VpcConfigProperty | cdk.IResolvable;
    }
}
export declare namespace CfnModelQualityJobDefinition {
    /**
     * The Amazon S3 storage location where the results of a monitoring job are saved.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-s3output.html
     */
    interface S3OutputProperty {
        /**
         * The local path to the Amazon S3 storage location where Amazon SageMaker saves the results of a monitoring job. LocalPath is an absolute path for the output data.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-s3output.html#cfn-sagemaker-modelqualityjobdefinition-s3output-localpath
         */
        readonly localPath: string;
        /**
         * Whether to upload the results of the monitoring job continuously or after the job completes.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-s3output.html#cfn-sagemaker-modelqualityjobdefinition-s3output-s3uploadmode
         */
        readonly s3UploadMode?: string;
        /**
         * A URI that identifies the Amazon S3 storage location where Amazon SageMaker saves the results of a monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-s3output.html#cfn-sagemaker-modelqualityjobdefinition-s3output-s3uri
         */
        readonly s3Uri: string;
    }
}
export declare namespace CfnModelQualityJobDefinition {
    /**
     * Specifies a limit to how long a model training job or model compilation job can run. It also specifies how long a managed spot training job has to complete. When the job reaches the time limit, SageMaker ends the training or compilation job. Use this API to cap model training costs.
     *
     * To stop a training job, SageMaker sends the algorithm the `SIGTERM` signal, which delays job termination for 120 seconds. Algorithms can use this 120-second window to save the model artifacts, so the results of training are not lost.
     *
     * The training algorithms provided by SageMaker automatically save the intermediate results of a model training job when possible. This attempt to save artifacts is only a best effort case as model might not be in a state from which it can be saved. For example, if training has just started, the model might not be ready to save. When saved, this intermediate data is a valid model artifact. You can use it to create a model with `CreateModel` .
     *
     * > The Neural Topic Model (NTM) currently does not support saving intermediate model artifacts. When training NTMs, make sure that the maximum runtime is sufficient for the training job to complete.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-stoppingcondition.html
     */
    interface StoppingConditionProperty {
        /**
         * The maximum length of time, in seconds, that a training or compilation job can run before it is stopped.
         *
         * For compilation jobs, if the job does not complete during this time, a `TimeOut` error is generated. We recommend starting with 900 seconds and increasing as necessary based on your model.
         *
         * For all other jobs, if the job does not complete during this time, SageMaker ends the job. When `RetryStrategy` is specified in the job request, `MaxRuntimeInSeconds` specifies the maximum time for all of the attempts in total, not each individual attempt. The default value is 1 day. The maximum value is 28 days.
         *
         * The maximum time that a `TrainingJob` can run in total, including any time spent publishing metrics or archiving and uploading models after it has been stopped, is 30 days.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-stoppingcondition.html#cfn-sagemaker-modelqualityjobdefinition-stoppingcondition-maxruntimeinseconds
         */
        readonly maxRuntimeInSeconds: number;
    }
}
export declare namespace CfnModelQualityJobDefinition {
    /**
     * Specifies a VPC that your training jobs and hosted models have access to. Control access to and from your training and model containers by configuring the VPC. For more information, see [Protect Endpoints by Using an Amazon Virtual Private Cloud](https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html) and [Protect Training Jobs by Using an Amazon Virtual Private Cloud](https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html) .
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-vpcconfig.html
     */
    interface VpcConfigProperty {
        /**
         * The VPC security group IDs, in the form sg-xxxxxxxx. Specify the security groups for the VPC that is specified in the `Subnets` field.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-vpcconfig.html#cfn-sagemaker-modelqualityjobdefinition-vpcconfig-securitygroupids
         */
        readonly securityGroupIds: string[];
        /**
         * The ID of the subnets in the VPC to which you want to connect your training job or model. For information about the availability of specific instance types, see [Supported Instance Types and Availability Zones](https://docs.aws.amazon.com/sagemaker/latest/dg/instance-types-az.html) .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-vpcconfig.html#cfn-sagemaker-modelqualityjobdefinition-vpcconfig-subnets
         */
        readonly subnets: string[];
    }
}
/**
 * Properties for defining a `CfnMonitoringSchedule`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html
 */
export interface CfnMonitoringScheduleProps {
    /**
     * The configuration object that specifies the monitoring schedule and defines the monitoring job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-monitoringscheduleconfig
     */
    readonly monitoringScheduleConfig: CfnMonitoringSchedule.MonitoringScheduleConfigProperty | cdk.IResolvable;
    /**
     * The name of the monitoring schedule.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-monitoringschedulename
     */
    readonly monitoringScheduleName: string;
    /**
     * The name of the endpoint using the monitoring schedule.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-endpointname
     */
    readonly endpointName?: string;
    /**
     * Contains the reason a monitoring job failed, if it failed.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-failurereason
     */
    readonly failureReason?: string;
    /**
     * Describes metadata on the last execution to run, if there was one.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-lastmonitoringexecutionsummary
     */
    readonly lastMonitoringExecutionSummary?: CfnMonitoringSchedule.MonitoringExecutionSummaryProperty | cdk.IResolvable;
    /**
     * The status of the monitoring schedule.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-monitoringschedulestatus
     */
    readonly monitoringScheduleStatus?: string;
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-tags
     */
    readonly tags?: cdk.CfnTag[];
}
/**
 * A CloudFormation `AWS::SageMaker::MonitoringSchedule`
 *
 * The `AWS::SageMaker::MonitoringSchedule` resource is an Amazon SageMaker resource type that regularly starts SageMaker processing Jobs to monitor the data captured for a SageMaker endpoint.
 *
 * @cloudformationResource AWS::SageMaker::MonitoringSchedule
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html
 */
export declare class CfnMonitoringSchedule extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::MonitoringSchedule";
    /**
     * 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): CfnMonitoringSchedule;
    /**
     * The time when the monitoring schedule was created.
     * @cloudformationAttribute CreationTime
     */
    readonly attrCreationTime: string;
    /**
     * The last time that the monitoring schedule was modified.
     * @cloudformationAttribute LastModifiedTime
     */
    readonly attrLastModifiedTime: string;
    /**
     * The Amazon Resource Name (ARN) of the monitoring schedule.
     * @cloudformationAttribute MonitoringScheduleArn
     */
    readonly attrMonitoringScheduleArn: string;
    /**
     * The configuration object that specifies the monitoring schedule and defines the monitoring job.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-monitoringscheduleconfig
     */
    monitoringScheduleConfig: CfnMonitoringSchedule.MonitoringScheduleConfigProperty | cdk.IResolvable;
    /**
     * The name of the monitoring schedule.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-monitoringschedulename
     */
    monitoringScheduleName: string;
    /**
     * The name of the endpoint using the monitoring schedule.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-endpointname
     */
    endpointName: string | undefined;
    /**
     * Contains the reason a monitoring job failed, if it failed.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-failurereason
     */
    failureReason: string | undefined;
    /**
     * Describes metadata on the last execution to run, if there was one.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-lastmonitoringexecutionsummary
     */
    lastMonitoringExecutionSummary: CfnMonitoringSchedule.MonitoringExecutionSummaryProperty | cdk.IResolvable | undefined;
    /**
     * The status of the monitoring schedule.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-monitoringschedulestatus
     */
    monitoringScheduleStatus: string | undefined;
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * Create a new `AWS::SageMaker::MonitoringSchedule`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnMonitoringScheduleProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnMonitoringSchedule {
    /**
     * Baseline configuration used to validate that the data conforms to the specified constraints and statistics.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-baselineconfig.html
     */
    interface BaselineConfigProperty {
        /**
         * The Amazon S3 URI for the constraints resource.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-baselineconfig.html#cfn-sagemaker-monitoringschedule-baselineconfig-constraintsresource
         */
        readonly constraintsResource?: CfnMonitoringSchedule.ConstraintsResourceProperty | cdk.IResolvable;
        /**
         * The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-baselineconfig.html#cfn-sagemaker-monitoringschedule-baselineconfig-statisticsresource
         */
        readonly statisticsResource?: CfnMonitoringSchedule.StatisticsResourceProperty | cdk.IResolvable;
    }
}
export declare namespace CfnMonitoringSchedule {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-batchtransforminput.html
     */
    interface BatchTransformInputProperty {
        /**
         * `CfnMonitoringSchedule.BatchTransformInputProperty.DataCapturedDestinationS3Uri`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-batchtransforminput.html#cfn-sagemaker-monitoringschedule-batchtransforminput-datacaptureddestinations3uri
         */
        readonly dataCapturedDestinationS3Uri: string;
        /**
         * `CfnMonitoringSchedule.BatchTransformInputProperty.DatasetFormat`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-batchtransforminput.html#cfn-sagemaker-monitoringschedule-batchtransforminput-datasetformat
         */
        readonly datasetFormat: CfnMonitoringSchedule.DatasetFormatProperty | cdk.IResolvable;
        /**
         * `CfnMonitoringSchedule.BatchTransformInputProperty.LocalPath`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-batchtransforminput.html#cfn-sagemaker-monitoringschedule-batchtransforminput-localpath
         */
        readonly localPath: string;
        /**
         * `CfnMonitoringSchedule.BatchTransformInputProperty.S3DataDistributionType`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-batchtransforminput.html#cfn-sagemaker-monitoringschedule-batchtransforminput-s3datadistributiontype
         */
        readonly s3DataDistributionType?: string;
        /**
         * `CfnMonitoringSchedule.BatchTransformInputProperty.S3InputMode`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-batchtransforminput.html#cfn-sagemaker-monitoringschedule-batchtransforminput-s3inputmode
         */
        readonly s3InputMode?: string;
    }
}
export declare namespace CfnMonitoringSchedule {
    /**
     * Configuration for the cluster used to run model monitoring jobs.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-clusterconfig.html
     */
    interface ClusterConfigProperty {
        /**
         * The number of ML compute instances to use in the model monitoring job. For distributed processing jobs, specify a value greater than 1. The default value is 1.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-clusterconfig.html#cfn-sagemaker-monitoringschedule-clusterconfig-instancecount
         */
        readonly instanceCount: number;
        /**
         * The ML compute instance type for the processing job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-clusterconfig.html#cfn-sagemaker-monitoringschedule-clusterconfig-instancetype
         */
        readonly instanceType: string;
        /**
         * The AWS Key Management Service ( AWS KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the model monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-clusterconfig.html#cfn-sagemaker-monitoringschedule-clusterconfig-volumekmskeyid
         */
        readonly volumeKmsKeyId?: string;
        /**
         * The size of the ML storage volume, in gigabytes, that you want to provision. You must specify sufficient ML storage for your scenario.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-clusterconfig.html#cfn-sagemaker-monitoringschedule-clusterconfig-volumesizeingb
         */
        readonly volumeSizeInGb: number;
    }
}
export declare namespace CfnMonitoringSchedule {
    /**
     * The Amazon S3 URI for the constraints resource.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-constraintsresource.html
     */
    interface ConstraintsResourceProperty {
        /**
         * The Amazon S3 URI for the constraints resource.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-constraintsresource.html#cfn-sagemaker-monitoringschedule-constraintsresource-s3uri
         */
        readonly s3Uri?: string;
    }
}
export declare namespace CfnMonitoringSchedule {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-csv.html
     */
    interface CsvProperty {
        /**
         * `CfnMonitoringSchedule.CsvProperty.Header`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-csv.html#cfn-sagemaker-monitoringschedule-csv-header
         */
        readonly header?: boolean | cdk.IResolvable;
    }
}
export declare namespace CfnMonitoringSchedule {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-datasetformat.html
     */
    interface DatasetFormatProperty {
        /**
         * `CfnMonitoringSchedule.DatasetFormatProperty.Csv`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-datasetformat.html#cfn-sagemaker-monitoringschedule-datasetformat-csv
         */
        readonly csv?: CfnMonitoringSchedule.CsvProperty | cdk.IResolvable;
        /**
         * `CfnMonitoringSchedule.DatasetFormatProperty.Json`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-datasetformat.html#cfn-sagemaker-monitoringschedule-datasetformat-json
         */
        readonly json?: any | cdk.IResolvable;
        /**
         * `CfnMonitoringSchedule.DatasetFormatProperty.Parquet`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-datasetformat.html#cfn-sagemaker-monitoringschedule-datasetformat-parquet
         */
        readonly parquet?: boolean | cdk.IResolvable;
    }
}
export declare namespace CfnMonitoringSchedule {
    /**
     * Input object for the endpoint
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-endpointinput.html
     */
    interface EndpointInputProperty {
        /**
         * An endpoint in customer's account which has enabled `DataCaptureConfig` enabled.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-endpointinput.html#cfn-sagemaker-monitoringschedule-endpointinput-endpointname
         */
        readonly endpointName: string;
        /**
         * Path to the filesystem where the endpoint data is available to the container.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-endpointinput.html#cfn-sagemaker-monitoringschedule-endpointinput-localpath
         */
        readonly localPath: string;
        /**
         * Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Defaults to `FullyReplicated`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-endpointinput.html#cfn-sagemaker-monitoringschedule-endpointinput-s3datadistributiontype
         */
        readonly s3DataDistributionType?: string;
        /**
         * Whether the `Pipe` or `File` is used as the input mode for transferring data for the monitoring job. `Pipe` mode is recommended for large datasets. `File` mode is useful for small files that fit in memory. Defaults to `File` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-endpointinput.html#cfn-sagemaker-monitoringschedule-endpointinput-s3inputmode
         */
        readonly s3InputMode?: string;
    }
}
export declare namespace CfnMonitoringSchedule {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-json.html
     */
    interface JsonProperty {
        /**
         * `CfnMonitoringSchedule.JsonProperty.Line`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-json.html#cfn-sagemaker-monitoringschedule-json-line
         */
        readonly line?: boolean | cdk.IResolvable;
    }
}
export declare namespace CfnMonitoringSchedule {
    /**
     * Container image configuration object for the monitoring job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringappspecification.html
     */
    interface MonitoringAppSpecificationProperty {
        /**
         * An array of arguments for the container used to run the monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringappspecification.html#cfn-sagemaker-monitoringschedule-monitoringappspecification-containerarguments
         */
        readonly containerArguments?: string[];
        /**
         * Specifies the entrypoint for a container used to run the monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringappspecification.html#cfn-sagemaker-monitoringschedule-monitoringappspecification-containerentrypoint
         */
        readonly containerEntrypoint?: string[];
        /**
         * The container image to be run by the monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringappspecification.html#cfn-sagemaker-monitoringschedule-monitoringappspecification-imageuri
         */
        readonly imageUri: string;
        /**
         * An Amazon S3 URI to a script that is called after analysis has been performed. Applicable only for the built-in (first party) containers.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringappspecification.html#cfn-sagemaker-monitoringschedule-monitoringappspecification-postanalyticsprocessorsourceuri
         */
        readonly postAnalyticsProcessorSourceUri?: string;
        /**
         * An Amazon S3 URI to a script that is called per row prior to running analysis. It can base64 decode the payload and convert it into a flatted json so that the built-in container can use the converted data. Applicable only for the built-in (first party) containers.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringappspecification.html#cfn-sagemaker-monitoringschedule-monitoringappspecification-recordpreprocessorsourceuri
         */
        readonly recordPreprocessorSourceUri?: string;
    }
}
export declare namespace CfnMonitoringSchedule {
    /**
     * Summary of information about the last monitoring job to run.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html
     */
    interface MonitoringExecutionSummaryProperty {
        /**
         * The time at which the monitoring job was created.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html#cfn-sagemaker-monitoringschedule-monitoringexecutionsummary-creationtime
         */
        readonly creationTime: string;
        /**
         * The name of the endpoint used to run the monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html#cfn-sagemaker-monitoringschedule-monitoringexecutionsummary-endpointname
         */
        readonly endpointName?: string;
        /**
         * Contains the reason a monitoring job failed, if it failed.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html#cfn-sagemaker-monitoringschedule-monitoringexecutionsummary-failurereason
         */
        readonly failureReason?: string;
        /**
         * A timestamp that indicates the last time the monitoring job was modified.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html#cfn-sagemaker-monitoringschedule-monitoringexecutionsummary-lastmodifiedtime
         */
        readonly lastModifiedTime: string;
        /**
         * The status of the monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html#cfn-sagemaker-monitoringschedule-monitoringexecutionsummary-monitoringexecutionstatus
         */
        readonly monitoringExecutionStatus: string;
        /**
         * The name of the monitoring schedule.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html#cfn-sagemaker-monitoringschedule-monitoringexecutionsummary-monitoringschedulename
         */
        readonly monitoringScheduleName: string;
        /**
         * The Amazon Resource Name (ARN) of the monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html#cfn-sagemaker-monitoringschedule-monitoringexecutionsummary-processingjobarn
         */
        readonly processingJobArn?: string;
        /**
         * The time the monitoring job was scheduled.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringexecutionsummary.html#cfn-sagemaker-monitoringschedule-monitoringexecutionsummary-scheduledtime
         */
        readonly scheduledTime: string;
    }
}
export declare namespace CfnMonitoringSchedule {
    /**
     * The inputs for a monitoring job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringinput.html
     */
    interface MonitoringInputProperty {
        /**
         * `CfnMonitoringSchedule.MonitoringInputProperty.BatchTransformInput`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringinput.html#cfn-sagemaker-monitoringschedule-monitoringinput-batchtransforminput
         */
        readonly batchTransformInput?: CfnMonitoringSchedule.BatchTransformInputProperty | cdk.IResolvable;
        /**
         * The endpoint for a monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringinput.html#cfn-sagemaker-monitoringschedule-monitoringinput-endpointinput
         */
        readonly endpointInput?: CfnMonitoringSchedule.EndpointInputProperty | cdk.IResolvable;
    }
}
export declare namespace CfnMonitoringSchedule {
    /**
     * Defines the monitoring job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html
     */
    interface MonitoringJobDefinitionProperty {
        /**
         * Baseline configuration used to validate that the data conforms to the specified constraints and statistics
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html#cfn-sagemaker-monitoringschedule-monitoringjobdefinition-baselineconfig
         */
        readonly baselineConfig?: CfnMonitoringSchedule.BaselineConfigProperty | cdk.IResolvable;
        /**
         * Sets the environment variables in the Docker container.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html#cfn-sagemaker-monitoringschedule-monitoringjobdefinition-environment
         */
        readonly environment?: {
            [key: string]: (string);
        } | cdk.IResolvable;
        /**
         * Configures the monitoring job to run a specified Docker container image.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html#cfn-sagemaker-monitoringschedule-monitoringjobdefinition-monitoringappspecification
         */
        readonly monitoringAppSpecification: CfnMonitoringSchedule.MonitoringAppSpecificationProperty | cdk.IResolvable;
        /**
         * The array of inputs for the monitoring job. Currently we support monitoring an Amazon SageMaker Endpoint.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html#cfn-sagemaker-monitoringschedule-monitoringjobdefinition-monitoringinputs
         */
        readonly monitoringInputs: Array<CfnMonitoringSchedule.MonitoringInputProperty | cdk.IResolvable> | cdk.IResolvable;
        /**
         * The array of outputs from the monitoring job to be uploaded to Amazon Simple Storage Service (Amazon S3).
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html#cfn-sagemaker-monitoringschedule-monitoringjobdefinition-monitoringoutputconfig
         */
        readonly monitoringOutputConfig: CfnMonitoringSchedule.MonitoringOutputConfigProperty | cdk.IResolvable;
        /**
         * Identifies the resources, ML compute instances, and ML storage volumes to deploy for a monitoring job. In distributed processing, you specify more than one instance.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html#cfn-sagemaker-monitoringschedule-monitoringjobdefinition-monitoringresources
         */
        readonly monitoringResources: CfnMonitoringSchedule.MonitoringResourcesProperty | cdk.IResolvable;
        /**
         * Specifies networking options for an monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html#cfn-sagemaker-monitoringschedule-monitoringjobdefinition-networkconfig
         */
        readonly networkConfig?: CfnMonitoringSchedule.NetworkConfigProperty | cdk.IResolvable;
        /**
         * The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html#cfn-sagemaker-monitoringschedule-monitoringjobdefinition-rolearn
         */
        readonly roleArn: string;
        /**
         * Specifies a time limit for how long the monitoring job is allowed to run.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringjobdefinition.html#cfn-sagemaker-monitoringschedule-monitoringjobdefinition-stoppingcondition
         */
        readonly stoppingCondition?: CfnMonitoringSchedule.StoppingConditionProperty | cdk.IResolvable;
    }
}
export declare namespace CfnMonitoringSchedule {
    /**
     * The output object for a monitoring job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringoutput.html
     */
    interface MonitoringOutputProperty {
        /**
         * The Amazon S3 storage location where the results of a monitoring job are saved.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringoutput.html#cfn-sagemaker-monitoringschedule-monitoringoutput-s3output
         */
        readonly s3Output: CfnMonitoringSchedule.S3OutputProperty | cdk.IResolvable;
    }
}
export declare namespace CfnMonitoringSchedule {
    /**
     * The output configuration for monitoring jobs.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringoutputconfig.html
     */
    interface MonitoringOutputConfigProperty {
        /**
         * The AWS Key Management Service ( AWS KMS) key that Amazon SageMaker uses to encrypt the model artifacts at rest using Amazon S3 server-side encryption.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringoutputconfig.html#cfn-sagemaker-monitoringschedule-monitoringoutputconfig-kmskeyid
         */
        readonly kmsKeyId?: string;
        /**
         * Monitoring outputs for monitoring jobs. This is where the output of the periodic monitoring jobs is uploaded.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringoutputconfig.html#cfn-sagemaker-monitoringschedule-monitoringoutputconfig-monitoringoutputs
         */
        readonly monitoringOutputs: Array<CfnMonitoringSchedule.MonitoringOutputProperty | cdk.IResolvable> | cdk.IResolvable;
    }
}
export declare namespace CfnMonitoringSchedule {
    /**
     * Identifies the resources to deploy for a monitoring job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringresources.html
     */
    interface MonitoringResourcesProperty {
        /**
         * The configuration for the cluster resources used to run the processing job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringresources.html#cfn-sagemaker-monitoringschedule-monitoringresources-clusterconfig
         */
        readonly clusterConfig: CfnMonitoringSchedule.ClusterConfigProperty | cdk.IResolvable;
    }
}
export declare namespace CfnMonitoringSchedule {
    /**
     * Configures the monitoring schedule and defines the monitoring job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringscheduleconfig.html
     */
    interface MonitoringScheduleConfigProperty {
        /**
         * Defines the monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringscheduleconfig.html#cfn-sagemaker-monitoringschedule-monitoringscheduleconfig-monitoringjobdefinition
         */
        readonly monitoringJobDefinition?: CfnMonitoringSchedule.MonitoringJobDefinitionProperty | cdk.IResolvable;
        /**
         * The name of the monitoring job definition to schedule.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringscheduleconfig.html#cfn-sagemaker-monitoringschedule-monitoringscheduleconfig-monitoringjobdefinitionname
         */
        readonly monitoringJobDefinitionName?: string;
        /**
         * The type of the monitoring job definition to schedule.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringscheduleconfig.html#cfn-sagemaker-monitoringschedule-monitoringscheduleconfig-monitoringtype
         */
        readonly monitoringType?: string;
        /**
         * Configures the monitoring schedule.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-monitoringscheduleconfig.html#cfn-sagemaker-monitoringschedule-monitoringscheduleconfig-scheduleconfig
         */
        readonly scheduleConfig?: CfnMonitoringSchedule.ScheduleConfigProperty | cdk.IResolvable;
    }
}
export declare namespace CfnMonitoringSchedule {
    /**
     * Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-networkconfig.html
     */
    interface NetworkConfigProperty {
        /**
         * Whether to encrypt all communications between distributed processing jobs. Choose `True` to encrypt communications. Encryption provides greater security for distributed processing jobs, but the processing might take longer.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-networkconfig.html#cfn-sagemaker-monitoringschedule-networkconfig-enableintercontainertrafficencryption
         */
        readonly enableInterContainerTrafficEncryption?: boolean | cdk.IResolvable;
        /**
         * Whether to allow inbound and outbound network calls to and from the containers used for the processing job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-networkconfig.html#cfn-sagemaker-monitoringschedule-networkconfig-enablenetworkisolation
         */
        readonly enableNetworkIsolation?: boolean | cdk.IResolvable;
        /**
         * Specifies a VPC that your training jobs and hosted models have access to. Control access to and from your training and model containers by configuring the VPC. For more information, see [Protect Endpoints by Using an Amazon Virtual Private Cloud](https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html) and [Protect Training Jobs by Using an Amazon Virtual Private Cloud](https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html) .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-networkconfig.html#cfn-sagemaker-monitoringschedule-networkconfig-vpcconfig
         */
        readonly vpcConfig?: CfnMonitoringSchedule.VpcConfigProperty | cdk.IResolvable;
    }
}
export declare namespace CfnMonitoringSchedule {
    /**
     * Information about where and how you want to store the results of a monitoring job.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-s3output.html
     */
    interface S3OutputProperty {
        /**
         * The local path to the S3 storage location where SageMaker saves the results of a monitoring job. LocalPath is an absolute path for the output data.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-s3output.html#cfn-sagemaker-monitoringschedule-s3output-localpath
         */
        readonly localPath: string;
        /**
         * Whether to upload the results of the monitoring job continuously or after the job completes.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-s3output.html#cfn-sagemaker-monitoringschedule-s3output-s3uploadmode
         */
        readonly s3UploadMode?: string;
        /**
         * A URI that identifies the S3 storage location where SageMaker saves the results of a monitoring job.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-s3output.html#cfn-sagemaker-monitoringschedule-s3output-s3uri
         */
        readonly s3Uri: string;
    }
}
export declare namespace CfnMonitoringSchedule {
    /**
     * Configuration details about the monitoring schedule.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-scheduleconfig.html
     */
    interface ScheduleConfigProperty {
        /**
         * A cron expression that describes details about the monitoring schedule.
         *
         * Currently the only supported cron expressions are:
         *
         * - If you want to set the job to start every hour, please use the following:
         *
         * `Hourly: cron(0 * ? * * *)`
         * - If you want to start the job daily:
         *
         * `cron(0 [00-23] ? * * *)`
         *
         * For example, the following are valid cron expressions:
         *
         * - Daily at noon UTC: `cron(0 12 ? * * *)`
         * - Daily at midnight UTC: `cron(0 0 ? * * *)`
         *
         * To support running every 6, 12 hours, the following are also supported:
         *
         * `cron(0 [00-23]/[01-24] ? * * *)`
         *
         * For example, the following are valid cron expressions:
         *
         * - Every 12 hours, starting at 5pm UTC: `cron(0 17/12 ? * * *)`
         * - Every two hours starting at midnight: `cron(0 0/2 ? * * *)`
         *
         * > - Even though the cron expression is set to start at 5PM UTC, note that there could be a delay of 0-20 minutes from the actual requested time to run the execution.
         * > - We recommend that if you would like a daily schedule, you do not provide this parameter. Amazon SageMaker will pick a time for running every day.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-scheduleconfig.html#cfn-sagemaker-monitoringschedule-scheduleconfig-scheduleexpression
         */
        readonly scheduleExpression: string;
    }
}
export declare namespace CfnMonitoringSchedule {
    /**
     * The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-statisticsresource.html
     */
    interface StatisticsResourceProperty {
        /**
         * The S3 URI for the statistics resource.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-statisticsresource.html#cfn-sagemaker-monitoringschedule-statisticsresource-s3uri
         */
        readonly s3Uri?: string;
    }
}
export declare namespace CfnMonitoringSchedule {
    /**
     * Specifies a limit to how long a model training job or model compilation job can run. It also specifies how long a managed spot training job has to complete. When the job reaches the time limit, SageMaker ends the training or compilation job. Use this API to cap model training costs.
     *
     * To stop a training job, SageMaker sends the algorithm the `SIGTERM` signal, which delays job termination for 120 seconds. Algorithms can use this 120-second window to save the model artifacts, so the results of training are not lost.
     *
     * The training algorithms provided by SageMaker automatically save the intermediate results of a model training job when possible. This attempt to save artifacts is only a best effort case as model might not be in a state from which it can be saved. For example, if training has just started, the model might not be ready to save. When saved, this intermediate data is a valid model artifact. You can use it to create a model with `CreateModel` .
     *
     * > The Neural Topic Model (NTM) currently does not support saving intermediate model artifacts. When training NTMs, make sure that the maximum runtime is sufficient for the training job to complete.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-stoppingcondition.html
     */
    interface StoppingConditionProperty {
        /**
         * The maximum length of time, in seconds, that a training or compilation job can run before it is stopped.
         *
         * For compilation jobs, if the job does not complete during this time, a `TimeOut` error is generated. We recommend starting with 900 seconds and increasing as necessary based on your model.
         *
         * For all other jobs, if the job does not complete during this time, SageMaker ends the job. When `RetryStrategy` is specified in the job request, `MaxRuntimeInSeconds` specifies the maximum time for all of the attempts in total, not each individual attempt. The default value is 1 day. The maximum value is 28 days.
         *
         * The maximum time that a `TrainingJob` can run in total, including any time spent publishing metrics or archiving and uploading models after it has been stopped, is 30 days.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-stoppingcondition.html#cfn-sagemaker-monitoringschedule-stoppingcondition-maxruntimeinseconds
         */
        readonly maxRuntimeInSeconds: number;
    }
}
export declare namespace CfnMonitoringSchedule {
    /**
     * Specifies a VPC that your training jobs and hosted models have access to. Control access to and from your training and model containers by configuring the VPC. For more information, see [Protect Endpoints by Using an Amazon Virtual Private Cloud](https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html) and [Protect Training Jobs by Using an Amazon Virtual Private Cloud](https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html) .
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-vpcconfig.html
     */
    interface VpcConfigProperty {
        /**
         * The VPC security group IDs, in the form sg-xxxxxxxx. Specify the security groups for the VPC that is specified in the `Subnets` field.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-vpcconfig.html#cfn-sagemaker-monitoringschedule-vpcconfig-securitygroupids
         */
        readonly securityGroupIds: string[];
        /**
         * The ID of the subnets in the VPC to which you want to connect your training job or model. For information about the availability of specific instance types, see [Supported Instance Types and Availability Zones](https://docs.aws.amazon.com/sagemaker/latest/dg/instance-types-az.html) .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-vpcconfig.html#cfn-sagemaker-monitoringschedule-vpcconfig-subnets
         */
        readonly subnets: string[];
    }
}
/**
 * Properties for defining a `CfnNotebookInstance`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html
 */
export interface CfnNotebookInstanceProps {
    /**
     * The type of ML compute instance to launch for the notebook instance.
     *
     * > Expect some interruption of service if this parameter is changed as CloudFormation stops a notebook instance and starts it up again to update it.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-instancetype
     */
    readonly instanceType: string;
    /**
     * When you send any requests to AWS resources from the notebook instance, SageMaker assumes this role to perform tasks on your behalf. You must grant this role necessary permissions so SageMaker can perform these tasks. The policy must allow the SageMaker service principal (sagemaker.amazonaws.com) permissions to assume this role. For more information, see [SageMaker Roles](https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html) .
     *
     * > To be able to pass this role to SageMaker, the caller of this API must have the `iam:PassRole` permission.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-rolearn
     */
    readonly roleArn: string;
    /**
     * A list of Amazon Elastic Inference (EI) instance types to associate with the notebook instance. Currently, only one instance type can be associated with a notebook instance. For more information, see [Using Elastic Inference in Amazon SageMaker](https://docs.aws.amazon.com/sagemaker/latest/dg/ei.html) .
     *
     * *Valid Values:* `ml.eia1.medium | ml.eia1.large | ml.eia1.xlarge | ml.eia2.medium | ml.eia2.large | ml.eia2.xlarge` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-acceleratortypes
     */
    readonly acceleratorTypes?: string[];
    /**
     * An array of up to three Git repositories associated with the notebook instance. These can be either the names of Git repositories stored as resources in your account, or the URL of Git repositories in [AWS CodeCommit](https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html) or in any other Git repository. These repositories are cloned at the same level as the default repository of your notebook instance. For more information, see [Associating Git Repositories with SageMaker Notebook Instances](https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-additionalcoderepositories
     */
    readonly additionalCodeRepositories?: string[];
    /**
     * The Git repository associated with the notebook instance as its default code repository. This can be either the name of a Git repository stored as a resource in your account, or the URL of a Git repository in [AWS CodeCommit](https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html) or in any other Git repository. When you open a notebook instance, it opens in the directory that contains this repository. For more information, see [Associating Git Repositories with SageMaker Notebook Instances](https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-defaultcoderepository
     */
    readonly defaultCodeRepository?: string;
    /**
     * Sets whether SageMaker provides internet access to the notebook instance. If you set this to `Disabled` this notebook instance is able to access resources only in your VPC, and is not be able to connect to SageMaker training and endpoint services unless you configure a NAT Gateway in your VPC.
     *
     * For more information, see [Notebook Instances Are Internet-Enabled by Default](https://docs.aws.amazon.com/sagemaker/latest/dg/appendix-additional-considerations.html#appendix-notebook-and-internet-access) . You can set the value of this parameter to `Disabled` only if you set a value for the `SubnetId` parameter.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-directinternetaccess
     */
    readonly directInternetAccess?: string;
    /**
     * Information on the IMDS configuration of the notebook instance
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-instancemetadataserviceconfiguration
     */
    readonly instanceMetadataServiceConfiguration?: CfnNotebookInstance.InstanceMetadataServiceConfigurationProperty | cdk.IResolvable;
    /**
     * The Amazon Resource Name (ARN) of a AWS Key Management Service key that SageMaker uses to encrypt data on the storage volume attached to your notebook instance. The KMS key you provide must be enabled. For information, see [Enabling and Disabling Keys](https://docs.aws.amazon.com/kms/latest/developerguide/enabling-keys.html) in the *AWS Key Management Service Developer Guide* .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-kmskeyid
     */
    readonly kmsKeyId?: string;
    /**
     * The name of a lifecycle configuration to associate with the notebook instance. For information about lifecycle configurations, see [Customize a Notebook Instance](https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html) in the *Amazon SageMaker Developer Guide* .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-lifecycleconfigname
     */
    readonly lifecycleConfigName?: string;
    /**
     * The name of the new notebook instance.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-notebookinstancename
     */
    readonly notebookInstanceName?: string;
    /**
     * The platform identifier of the notebook instance runtime environment.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-platformidentifier
     */
    readonly platformIdentifier?: string;
    /**
     * Whether root access is enabled or disabled for users of the notebook instance. The default value is `Enabled` .
     *
     * > Lifecycle configurations need root access to be able to set up a notebook instance. Because of this, lifecycle configurations associated with a notebook instance always run with root access even if you disable root access for users.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-rootaccess
     */
    readonly rootAccess?: string;
    /**
     * The VPC security group IDs, in the form sg-xxxxxxxx. The security groups must be for the same VPC as specified in the subnet.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-securitygroupids
     */
    readonly securityGroupIds?: string[];
    /**
     * The ID of the subnet in a VPC to which you would like to have a connectivity from your ML compute instance.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-subnetid
     */
    readonly subnetId?: string;
    /**
     * A list of key-value pairs to apply to this resource.
     *
     * For more information, see [Resource Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) and [Using Cost Allocation Tags](https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what) .
     *
     * You can add tags later by using the `CreateTags` API.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-tags
     */
    readonly tags?: cdk.CfnTag[];
    /**
     * The size, in GB, of the ML storage volume to attach to the notebook instance. The default value is 5 GB.
     *
     * > Expect some interruption of service if this parameter is changed as CloudFormation stops a notebook instance and starts it up again to update it.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-volumesizeingb
     */
    readonly volumeSizeInGb?: number;
}
/**
 * A CloudFormation `AWS::SageMaker::NotebookInstance`
 *
 * The `AWS::SageMaker::NotebookInstance` resource creates an Amazon SageMaker notebook instance. A notebook instance is a machine learning (ML) compute instance running on a Jupyter notebook. For more information, see [Use Notebook Instances](https://docs.aws.amazon.com/sagemaker/latest/dg/nbi.html) .
 *
 * @cloudformationResource AWS::SageMaker::NotebookInstance
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html
 */
export declare class CfnNotebookInstance extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::NotebookInstance";
    /**
     * 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): CfnNotebookInstance;
    /**
     * The name of the notebook instance, such as `MyNotebookInstance` .
     * @cloudformationAttribute NotebookInstanceName
     */
    readonly attrNotebookInstanceName: string;
    /**
     * The type of ML compute instance to launch for the notebook instance.
     *
     * > Expect some interruption of service if this parameter is changed as CloudFormation stops a notebook instance and starts it up again to update it.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-instancetype
     */
    instanceType: string;
    /**
     * When you send any requests to AWS resources from the notebook instance, SageMaker assumes this role to perform tasks on your behalf. You must grant this role necessary permissions so SageMaker can perform these tasks. The policy must allow the SageMaker service principal (sagemaker.amazonaws.com) permissions to assume this role. For more information, see [SageMaker Roles](https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html) .
     *
     * > To be able to pass this role to SageMaker, the caller of this API must have the `iam:PassRole` permission.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-rolearn
     */
    roleArn: string;
    /**
     * A list of Amazon Elastic Inference (EI) instance types to associate with the notebook instance. Currently, only one instance type can be associated with a notebook instance. For more information, see [Using Elastic Inference in Amazon SageMaker](https://docs.aws.amazon.com/sagemaker/latest/dg/ei.html) .
     *
     * *Valid Values:* `ml.eia1.medium | ml.eia1.large | ml.eia1.xlarge | ml.eia2.medium | ml.eia2.large | ml.eia2.xlarge` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-acceleratortypes
     */
    acceleratorTypes: string[] | undefined;
    /**
     * An array of up to three Git repositories associated with the notebook instance. These can be either the names of Git repositories stored as resources in your account, or the URL of Git repositories in [AWS CodeCommit](https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html) or in any other Git repository. These repositories are cloned at the same level as the default repository of your notebook instance. For more information, see [Associating Git Repositories with SageMaker Notebook Instances](https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-additionalcoderepositories
     */
    additionalCodeRepositories: string[] | undefined;
    /**
     * The Git repository associated with the notebook instance as its default code repository. This can be either the name of a Git repository stored as a resource in your account, or the URL of a Git repository in [AWS CodeCommit](https://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html) or in any other Git repository. When you open a notebook instance, it opens in the directory that contains this repository. For more information, see [Associating Git Repositories with SageMaker Notebook Instances](https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-defaultcoderepository
     */
    defaultCodeRepository: string | undefined;
    /**
     * Sets whether SageMaker provides internet access to the notebook instance. If you set this to `Disabled` this notebook instance is able to access resources only in your VPC, and is not be able to connect to SageMaker training and endpoint services unless you configure a NAT Gateway in your VPC.
     *
     * For more information, see [Notebook Instances Are Internet-Enabled by Default](https://docs.aws.amazon.com/sagemaker/latest/dg/appendix-additional-considerations.html#appendix-notebook-and-internet-access) . You can set the value of this parameter to `Disabled` only if you set a value for the `SubnetId` parameter.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-directinternetaccess
     */
    directInternetAccess: string | undefined;
    /**
     * Information on the IMDS configuration of the notebook instance
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-instancemetadataserviceconfiguration
     */
    instanceMetadataServiceConfiguration: CfnNotebookInstance.InstanceMetadataServiceConfigurationProperty | cdk.IResolvable | undefined;
    /**
     * The Amazon Resource Name (ARN) of a AWS Key Management Service key that SageMaker uses to encrypt data on the storage volume attached to your notebook instance. The KMS key you provide must be enabled. For information, see [Enabling and Disabling Keys](https://docs.aws.amazon.com/kms/latest/developerguide/enabling-keys.html) in the *AWS Key Management Service Developer Guide* .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-kmskeyid
     */
    kmsKeyId: string | undefined;
    /**
     * The name of a lifecycle configuration to associate with the notebook instance. For information about lifecycle configurations, see [Customize a Notebook Instance](https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html) in the *Amazon SageMaker Developer Guide* .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-lifecycleconfigname
     */
    lifecycleConfigName: string | undefined;
    /**
     * The name of the new notebook instance.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-notebookinstancename
     */
    notebookInstanceName: string | undefined;
    /**
     * The platform identifier of the notebook instance runtime environment.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-platformidentifier
     */
    platformIdentifier: string | undefined;
    /**
     * Whether root access is enabled or disabled for users of the notebook instance. The default value is `Enabled` .
     *
     * > Lifecycle configurations need root access to be able to set up a notebook instance. Because of this, lifecycle configurations associated with a notebook instance always run with root access even if you disable root access for users.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-rootaccess
     */
    rootAccess: string | undefined;
    /**
     * The VPC security group IDs, in the form sg-xxxxxxxx. The security groups must be for the same VPC as specified in the subnet.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-securitygroupids
     */
    securityGroupIds: string[] | undefined;
    /**
     * The ID of the subnet in a VPC to which you would like to have a connectivity from your ML compute instance.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-subnetid
     */
    subnetId: string | undefined;
    /**
     * A list of key-value pairs to apply to this resource.
     *
     * For more information, see [Resource Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) and [Using Cost Allocation Tags](https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what) .
     *
     * You can add tags later by using the `CreateTags` API.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * The size, in GB, of the ML storage volume to attach to the notebook instance. The default value is 5 GB.
     *
     * > Expect some interruption of service if this parameter is changed as CloudFormation stops a notebook instance and starts it up again to update it.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstance.html#cfn-sagemaker-notebookinstance-volumesizeingb
     */
    volumeSizeInGb: number | undefined;
    /**
     * Create a new `AWS::SageMaker::NotebookInstance`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnNotebookInstanceProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnNotebookInstance {
    /**
     * Information on the IMDS configuration of the notebook instance
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-notebookinstance-instancemetadataserviceconfiguration.html
     */
    interface InstanceMetadataServiceConfigurationProperty {
        /**
         * Indicates the minimum IMDS version that the notebook instance supports. When passed as part of `CreateNotebookInstance` , if no value is selected, then it defaults to IMDSv1. This means that both IMDSv1 and IMDSv2 are supported. If passed as part of `UpdateNotebookInstance` , there is no default.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-notebookinstance-instancemetadataserviceconfiguration.html#cfn-sagemaker-notebookinstance-instancemetadataserviceconfiguration-minimuminstancemetadataserviceversion
         */
        readonly minimumInstanceMetadataServiceVersion: string;
    }
}
/**
 * Properties for defining a `CfnNotebookInstanceLifecycleConfig`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstancelifecycleconfig.html
 */
export interface CfnNotebookInstanceLifecycleConfigProps {
    /**
     * The name of the lifecycle configuration.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstancelifecycleconfig.html#cfn-sagemaker-notebookinstancelifecycleconfig-notebookinstancelifecycleconfigname
     */
    readonly notebookInstanceLifecycleConfigName?: string;
    /**
     * A shell script that runs only once, when you create a notebook instance. The shell script must be a base64-encoded string.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstancelifecycleconfig.html#cfn-sagemaker-notebookinstancelifecycleconfig-oncreate
     */
    readonly onCreate?: Array<CfnNotebookInstanceLifecycleConfig.NotebookInstanceLifecycleHookProperty | cdk.IResolvable> | cdk.IResolvable;
    /**
     * A shell script that runs every time you start a notebook instance, including when you create the notebook instance. The shell script must be a base64-encoded string.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstancelifecycleconfig.html#cfn-sagemaker-notebookinstancelifecycleconfig-onstart
     */
    readonly onStart?: Array<CfnNotebookInstanceLifecycleConfig.NotebookInstanceLifecycleHookProperty | cdk.IResolvable> | cdk.IResolvable;
}
/**
 * A CloudFormation `AWS::SageMaker::NotebookInstanceLifecycleConfig`
 *
 * The `AWS::SageMaker::NotebookInstanceLifecycleConfig` resource creates shell scripts that run when you create and/or start a notebook instance. For information about notebook instance lifecycle configurations, see [Customize a Notebook Instance](https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html) in the *Amazon SageMaker Developer Guide* .
 *
 * @cloudformationResource AWS::SageMaker::NotebookInstanceLifecycleConfig
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstancelifecycleconfig.html
 */
export declare class CfnNotebookInstanceLifecycleConfig extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::NotebookInstanceLifecycleConfig";
    /**
     * 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): CfnNotebookInstanceLifecycleConfig;
    /**
     * The name of the lifecycle configuration, such as `MyLifecycleConfig` .
     * @cloudformationAttribute NotebookInstanceLifecycleConfigName
     */
    readonly attrNotebookInstanceLifecycleConfigName: string;
    /**
     * The name of the lifecycle configuration.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstancelifecycleconfig.html#cfn-sagemaker-notebookinstancelifecycleconfig-notebookinstancelifecycleconfigname
     */
    notebookInstanceLifecycleConfigName: string | undefined;
    /**
     * A shell script that runs only once, when you create a notebook instance. The shell script must be a base64-encoded string.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstancelifecycleconfig.html#cfn-sagemaker-notebookinstancelifecycleconfig-oncreate
     */
    onCreate: Array<CfnNotebookInstanceLifecycleConfig.NotebookInstanceLifecycleHookProperty | cdk.IResolvable> | cdk.IResolvable | undefined;
    /**
     * A shell script that runs every time you start a notebook instance, including when you create the notebook instance. The shell script must be a base64-encoded string.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-notebookinstancelifecycleconfig.html#cfn-sagemaker-notebookinstancelifecycleconfig-onstart
     */
    onStart: Array<CfnNotebookInstanceLifecycleConfig.NotebookInstanceLifecycleHookProperty | cdk.IResolvable> | cdk.IResolvable | undefined;
    /**
     * Create a new `AWS::SageMaker::NotebookInstanceLifecycleConfig`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props?: CfnNotebookInstanceLifecycleConfigProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnNotebookInstanceLifecycleConfig {
    /**
     * Specifies the notebook instance lifecycle configuration script. Each lifecycle configuration script has a limit of 16384 characters.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-notebookinstancelifecycleconfig-notebookinstancelifecyclehook.html
     */
    interface NotebookInstanceLifecycleHookProperty {
        /**
         * A base64-encoded string that contains a shell script for a notebook instance lifecycle configuration.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-notebookinstancelifecycleconfig-notebookinstancelifecyclehook.html#cfn-sagemaker-notebookinstancelifecycleconfig-notebookinstancelifecyclehook-content
         */
        readonly content?: string;
    }
}
/**
 * Properties for defining a `CfnPipeline`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-pipeline.html
 */
export interface CfnPipelineProps {
    /**
     * The definition of the pipeline. This can be either a JSON string or an Amazon S3 location.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-pipeline.html#cfn-sagemaker-pipeline-pipelinedefinition
     */
    readonly pipelineDefinition: any | cdk.IResolvable;
    /**
     * The name of the pipeline.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-pipeline.html#cfn-sagemaker-pipeline-pipelinename
     */
    readonly pipelineName: string;
    /**
     * The Amazon Resource Name (ARN) of the IAM role used to execute the pipeline.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-pipeline.html#cfn-sagemaker-pipeline-rolearn
     */
    readonly roleArn: string;
    /**
     * `AWS::SageMaker::Pipeline.ParallelismConfiguration`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-pipeline.html#cfn-sagemaker-pipeline-parallelismconfiguration
     */
    readonly parallelismConfiguration?: any | cdk.IResolvable;
    /**
     * The description of the pipeline.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-pipeline.html#cfn-sagemaker-pipeline-pipelinedescription
     */
    readonly pipelineDescription?: string;
    /**
     * The display name of the pipeline.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-pipeline.html#cfn-sagemaker-pipeline-pipelinedisplayname
     */
    readonly pipelineDisplayName?: string;
    /**
     * The tags of the pipeline.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-pipeline.html#cfn-sagemaker-pipeline-tags
     */
    readonly tags?: cdk.CfnTag[];
}
/**
 * A CloudFormation `AWS::SageMaker::Pipeline`
 *
 * The `AWS::SageMaker::Pipeline` resource creates shell scripts that run when you create and/or start a SageMaker Pipeline. For information about SageMaker Pipelines, see [SageMaker Pipelines](https://docs.aws.amazon.com/sagemaker/latest/dg/pipelines.html) in the *Amazon SageMaker Developer Guide* .
 *
 * @cloudformationResource AWS::SageMaker::Pipeline
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-pipeline.html
 */
export declare class CfnPipeline extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::Pipeline";
    /**
     * 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): CfnPipeline;
    /**
     * The definition of the pipeline. This can be either a JSON string or an Amazon S3 location.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-pipeline.html#cfn-sagemaker-pipeline-pipelinedefinition
     */
    pipelineDefinition: any | cdk.IResolvable;
    /**
     * The name of the pipeline.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-pipeline.html#cfn-sagemaker-pipeline-pipelinename
     */
    pipelineName: string;
    /**
     * The Amazon Resource Name (ARN) of the IAM role used to execute the pipeline.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-pipeline.html#cfn-sagemaker-pipeline-rolearn
     */
    roleArn: string;
    /**
     * `AWS::SageMaker::Pipeline.ParallelismConfiguration`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-pipeline.html#cfn-sagemaker-pipeline-parallelismconfiguration
     */
    parallelismConfiguration: any | cdk.IResolvable | undefined;
    /**
     * The description of the pipeline.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-pipeline.html#cfn-sagemaker-pipeline-pipelinedescription
     */
    pipelineDescription: string | undefined;
    /**
     * The display name of the pipeline.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-pipeline.html#cfn-sagemaker-pipeline-pipelinedisplayname
     */
    pipelineDisplayName: string | undefined;
    /**
     * The tags of the pipeline.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-pipeline.html#cfn-sagemaker-pipeline-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * Create a new `AWS::SageMaker::Pipeline`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnPipelineProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnPipeline {
    /**
     * Configuration that controls the parallelism of the pipeline. By default, the parallelism configuration specified applies to all executions of the pipeline unless overridden.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-pipeline-parallelismconfiguration.html
     */
    interface ParallelismConfigurationProperty {
        /**
         * The max number of steps that can be executed in parallel.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-pipeline-parallelismconfiguration.html#cfn-sagemaker-pipeline-parallelismconfiguration-maxparallelexecutionsteps
         */
        readonly maxParallelExecutionSteps: number;
    }
}
export declare namespace CfnPipeline {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-pipeline-pipelinedefinition.html
     */
    interface PipelineDefinitionProperty {
        /**
         * `CfnPipeline.PipelineDefinitionProperty.PipelineDefinitionBody`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-pipeline-pipelinedefinition.html#cfn-sagemaker-pipeline-pipelinedefinition-pipelinedefinitionbody
         */
        readonly pipelineDefinitionBody?: string;
        /**
         * `CfnPipeline.PipelineDefinitionProperty.PipelineDefinitionS3Location`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-pipeline-pipelinedefinition.html#cfn-sagemaker-pipeline-pipelinedefinition-pipelinedefinitions3location
         */
        readonly pipelineDefinitionS3Location?: CfnPipeline.S3LocationProperty | cdk.IResolvable;
    }
}
export declare namespace CfnPipeline {
    /**
     *
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-pipeline-s3location.html
     */
    interface S3LocationProperty {
        /**
         * `CfnPipeline.S3LocationProperty.Bucket`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-pipeline-s3location.html#cfn-sagemaker-pipeline-s3location-bucket
         */
        readonly bucket: string;
        /**
         * `CfnPipeline.S3LocationProperty.ETag`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-pipeline-s3location.html#cfn-sagemaker-pipeline-s3location-etag
         */
        readonly eTag?: string;
        /**
         * `CfnPipeline.S3LocationProperty.Key`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-pipeline-s3location.html#cfn-sagemaker-pipeline-s3location-key
         */
        readonly key: string;
        /**
         * `CfnPipeline.S3LocationProperty.Version`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-pipeline-s3location.html#cfn-sagemaker-pipeline-s3location-version
         */
        readonly version?: string;
    }
}
/**
 * Properties for defining a `CfnProject`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-project.html
 */
export interface CfnProjectProps {
    /**
     * The name of the project.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-project.html#cfn-sagemaker-project-projectname
     */
    readonly projectName: string;
    /**
     * The product ID and provisioning artifact ID to provision a service catalog. For information, see [What is AWS Service Catalog](https://docs.aws.amazon.com/servicecatalog/latest/adminguide/introduction.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-project.html#cfn-sagemaker-project-servicecatalogprovisioningdetails
     */
    readonly serviceCatalogProvisioningDetails: any | cdk.IResolvable;
    /**
     * The description of the project.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-project.html#cfn-sagemaker-project-projectdescription
     */
    readonly projectDescription?: string;
    /**
     * A list of key-value pairs to apply to this resource.
     *
     * For more information, see [Resource Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) and [Using Cost Allocation Tags](https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what) in the *AWS Billing and Cost Management User Guide* .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-project.html#cfn-sagemaker-project-tags
     */
    readonly tags?: cdk.CfnTag[];
}
/**
 * A CloudFormation `AWS::SageMaker::Project`
 *
 * Creates a machine learning (ML) project that can contain one or more templates that set up an ML pipeline from training to deploying an approved model.
 *
 * @cloudformationResource AWS::SageMaker::Project
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-project.html
 */
export declare class CfnProject extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::Project";
    /**
     * 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): CfnProject;
    /**
     * The time that the project was created.
     * @cloudformationAttribute CreationTime
     */
    readonly attrCreationTime: string;
    /**
     * The Amazon Resource Name (ARN) of the project.
     * @cloudformationAttribute ProjectArn
     */
    readonly attrProjectArn: string;
    /**
     * The ID of the project. This ID is prepended to all entities associated with this project.
     * @cloudformationAttribute ProjectId
     */
    readonly attrProjectId: string;
    /**
     * The status of the project.
     * @cloudformationAttribute ProjectStatus
     */
    readonly attrProjectStatus: string;
    /**
     *
     * @cloudformationAttribute ServiceCatalogProvisionedProductDetails.ProvisionedProductId
     */
    readonly attrServiceCatalogProvisionedProductDetailsProvisionedProductId: string;
    /**
     *
     * @cloudformationAttribute ServiceCatalogProvisionedProductDetails.ProvisionedProductStatusMessage
     */
    readonly attrServiceCatalogProvisionedProductDetailsProvisionedProductStatusMessage: string;
    /**
     * The name of the project.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-project.html#cfn-sagemaker-project-projectname
     */
    projectName: string;
    /**
     * The product ID and provisioning artifact ID to provision a service catalog. For information, see [What is AWS Service Catalog](https://docs.aws.amazon.com/servicecatalog/latest/adminguide/introduction.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-project.html#cfn-sagemaker-project-servicecatalogprovisioningdetails
     */
    serviceCatalogProvisioningDetails: any | cdk.IResolvable;
    /**
     * The description of the project.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-project.html#cfn-sagemaker-project-projectdescription
     */
    projectDescription: string | undefined;
    /**
     * A list of key-value pairs to apply to this resource.
     *
     * For more information, see [Resource Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) and [Using Cost Allocation Tags](https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what) in the *AWS Billing and Cost Management User Guide* .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-project.html#cfn-sagemaker-project-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * Create a new `AWS::SageMaker::Project`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnProjectProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnProject {
    /**
     * A key value pair used when you provision a project as a service catalog product. For information, see [What is AWS Service Catalog](https://docs.aws.amazon.com/servicecatalog/latest/adminguide/introduction.html) .
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-project-provisioningparameter.html
     */
    interface ProvisioningParameterProperty {
        /**
         * The key that identifies a provisioning parameter.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-project-provisioningparameter.html#cfn-sagemaker-project-provisioningparameter-key
         */
        readonly key: string;
        /**
         * The value of the provisioning parameter.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-project-provisioningparameter.html#cfn-sagemaker-project-provisioningparameter-value
         */
        readonly value: string;
    }
}
export declare namespace CfnProject {
    /**
     * Details of a provisioned service catalog product. For information about service catalog, see [What is AWS Service Catalog](https://docs.aws.amazon.com/servicecatalog/latest/adminguide/introduction.html) .
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-project-servicecatalogprovisionedproductdetails.html
     */
    interface ServiceCatalogProvisionedProductDetailsProperty {
        /**
         * The ID of the provisioned product.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-project-servicecatalogprovisionedproductdetails.html#cfn-sagemaker-project-servicecatalogprovisionedproductdetails-provisionedproductid
         */
        readonly provisionedProductId?: string;
        /**
         * The current status of the product.
         *
         * - `AVAILABLE` - Stable state, ready to perform any operation. The most recent operation succeeded and completed.
         * - `UNDER_CHANGE` - Transitive state. Operations performed might not have valid results. Wait for an AVAILABLE status before performing operations.
         * - `TAINTED` - Stable state, ready to perform any operation. The stack has completed the requested operation but is not exactly what was requested. For example, a request to update to a new version failed and the stack rolled back to the current version.
         * - `ERROR` - An unexpected error occurred. The provisioned product exists but the stack is not running. For example, CloudFormation received a parameter value that was not valid and could not launch the stack.
         * - `PLAN_IN_PROGRESS` - Transitive state. The plan operations were performed to provision a new product, but resources have not yet been created. After reviewing the list of resources to be created, execute the plan. Wait for an AVAILABLE status before performing operations.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-project-servicecatalogprovisionedproductdetails.html#cfn-sagemaker-project-servicecatalogprovisionedproductdetails-provisionedproductstatusmessage
         */
        readonly provisionedProductStatusMessage?: string;
    }
}
export declare namespace CfnProject {
    /**
     * Details that you specify to provision a service catalog product. For information about service catalog, see [What is AWS Service Catalog](https://docs.aws.amazon.com/servicecatalog/latest/adminguide/introduction.html) .
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-project-servicecatalogprovisioningdetails.html
     */
    interface ServiceCatalogProvisioningDetailsProperty {
        /**
         * The path identifier of the product. This value is optional if the product has a default path, and required if the product has more than one path.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-project-servicecatalogprovisioningdetails.html#cfn-sagemaker-project-servicecatalogprovisioningdetails-pathid
         */
        readonly pathId?: string;
        /**
         * The ID of the product to provision.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-project-servicecatalogprovisioningdetails.html#cfn-sagemaker-project-servicecatalogprovisioningdetails-productid
         */
        readonly productId: string;
        /**
         * The ID of the provisioning artifact.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-project-servicecatalogprovisioningdetails.html#cfn-sagemaker-project-servicecatalogprovisioningdetails-provisioningartifactid
         */
        readonly provisioningArtifactId?: string;
        /**
         * A list of key value pairs that you specify when you provision a product.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-project-servicecatalogprovisioningdetails.html#cfn-sagemaker-project-servicecatalogprovisioningdetails-provisioningparameters
         */
        readonly provisioningParameters?: Array<CfnProject.ProvisioningParameterProperty | cdk.IResolvable> | cdk.IResolvable;
    }
}
/**
 * Properties for defining a `CfnSpace`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-space.html
 */
export interface CfnSpaceProps {
    /**
     * The ID of the associated Domain.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-space.html#cfn-sagemaker-space-domainid
     */
    readonly domainId: string;
    /**
     * The name of the space.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-space.html#cfn-sagemaker-space-spacename
     */
    readonly spaceName: string;
    /**
     * A collection of space settings.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-space.html#cfn-sagemaker-space-spacesettings
     */
    readonly spaceSettings?: CfnSpace.SpaceSettingsProperty | cdk.IResolvable;
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-space.html#cfn-sagemaker-space-tags
     */
    readonly tags?: cdk.CfnTag[];
}
/**
 * A CloudFormation `AWS::SageMaker::Space`
 *
 * Creates a space used for real time collaboration in a Domain.
 *
 * @cloudformationResource AWS::SageMaker::Space
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-space.html
 */
export declare class CfnSpace extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::Space";
    /**
     * 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): CfnSpace;
    /**
     * The space's Amazon Resource Name (ARN).
     * @cloudformationAttribute SpaceArn
     */
    readonly attrSpaceArn: string;
    /**
     * The ID of the associated Domain.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-space.html#cfn-sagemaker-space-domainid
     */
    domainId: string;
    /**
     * The name of the space.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-space.html#cfn-sagemaker-space-spacename
     */
    spaceName: string;
    /**
     * A collection of space settings.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-space.html#cfn-sagemaker-space-spacesettings
     */
    spaceSettings: CfnSpace.SpaceSettingsProperty | cdk.IResolvable | undefined;
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-space.html#cfn-sagemaker-space-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * Create a new `AWS::SageMaker::Space`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnSpaceProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnSpace {
    /**
     * A custom SageMaker image. For more information, see [Bring your own SageMaker image](https://docs.aws.amazon.com/sagemaker/latest/dg/studio-byoi.html) .
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-space-customimage.html
     */
    interface CustomImageProperty {
        /**
         * The name of the AppImageConfig.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-space-customimage.html#cfn-sagemaker-space-customimage-appimageconfigname
         */
        readonly appImageConfigName: string;
        /**
         * The name of the CustomImage. Must be unique to your account.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-space-customimage.html#cfn-sagemaker-space-customimage-imagename
         */
        readonly imageName: string;
        /**
         * The version number of the CustomImage.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-space-customimage.html#cfn-sagemaker-space-customimage-imageversionnumber
         */
        readonly imageVersionNumber?: number;
    }
}
export declare namespace CfnSpace {
    /**
     * The JupyterServer app settings.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-space-jupyterserverappsettings.html
     */
    interface JupyterServerAppSettingsProperty {
        /**
         * The default instance type and the Amazon Resource Name (ARN) of the default SageMaker image used by the JupyterServer app. If you use the `LifecycleConfigArns` parameter, then this parameter is also required.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-space-jupyterserverappsettings.html#cfn-sagemaker-space-jupyterserverappsettings-defaultresourcespec
         */
        readonly defaultResourceSpec?: CfnSpace.ResourceSpecProperty | cdk.IResolvable;
    }
}
export declare namespace CfnSpace {
    /**
     * The KernelGateway app settings.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-space-kernelgatewayappsettings.html
     */
    interface KernelGatewayAppSettingsProperty {
        /**
         * A list of custom SageMaker images that are configured to run as a KernelGateway app.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-space-kernelgatewayappsettings.html#cfn-sagemaker-space-kernelgatewayappsettings-customimages
         */
        readonly customImages?: Array<CfnSpace.CustomImageProperty | cdk.IResolvable> | cdk.IResolvable;
        /**
         * The default instance type and the Amazon Resource Name (ARN) of the default SageMaker image used by the KernelGateway app.
         *
         * > The Amazon SageMaker Studio UI does not use the default instance type value set here. The default instance type set here is used when Apps are created using the AWS Command Line Interface or AWS CloudFormation and the instance type parameter value is not passed.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-space-kernelgatewayappsettings.html#cfn-sagemaker-space-kernelgatewayappsettings-defaultresourcespec
         */
        readonly defaultResourceSpec?: CfnSpace.ResourceSpecProperty | cdk.IResolvable;
    }
}
export declare namespace CfnSpace {
    /**
     * Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-space-resourcespec.html
     */
    interface ResourceSpecProperty {
        /**
         * The instance type that the image version runs on.
         *
         * > *JupyterServer apps* only support the `system` value.
         * >
         * > For *KernelGateway apps* , the `system` value is translated to `ml.t3.medium` . KernelGateway apps also support all other values for available instance types.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-space-resourcespec.html#cfn-sagemaker-space-resourcespec-instancetype
         */
        readonly instanceType?: string;
        /**
         * The ARN of the SageMaker image that the image version belongs to.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-space-resourcespec.html#cfn-sagemaker-space-resourcespec-sagemakerimagearn
         */
        readonly sageMakerImageArn?: string;
        /**
         * The ARN of the image version created on the instance.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-space-resourcespec.html#cfn-sagemaker-space-resourcespec-sagemakerimageversionarn
         */
        readonly sageMakerImageVersionArn?: string;
    }
}
export declare namespace CfnSpace {
    /**
     * A collection of space settings.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-space-spacesettings.html
     */
    interface SpaceSettingsProperty {
        /**
         * The JupyterServer app settings.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-space-spacesettings.html#cfn-sagemaker-space-spacesettings-jupyterserverappsettings
         */
        readonly jupyterServerAppSettings?: CfnSpace.JupyterServerAppSettingsProperty | cdk.IResolvable;
        /**
         * The KernelGateway app settings.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-space-spacesettings.html#cfn-sagemaker-space-spacesettings-kernelgatewayappsettings
         */
        readonly kernelGatewayAppSettings?: CfnSpace.KernelGatewayAppSettingsProperty | cdk.IResolvable;
    }
}
/**
 * Properties for defining a `CfnUserProfile`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-userprofile.html
 */
export interface CfnUserProfileProps {
    /**
     * The domain ID.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-userprofile.html#cfn-sagemaker-userprofile-domainid
     */
    readonly domainId: string;
    /**
     * The user profile name.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-userprofile.html#cfn-sagemaker-userprofile-userprofilename
     */
    readonly userProfileName: string;
    /**
     * A specifier for the type of value specified in SingleSignOnUserValue. Currently, the only supported value is "UserName". If the Domain's AuthMode is IAM Identity Center , this field is required. If the Domain's AuthMode is not IAM Identity Center , this field cannot be specified.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-userprofile.html#cfn-sagemaker-userprofile-singlesignonuseridentifier
     */
    readonly singleSignOnUserIdentifier?: string;
    /**
     * The username of the associated AWS Single Sign-On User for this UserProfile. If the Domain's AuthMode is IAM Identity Center , this field is required, and must match a valid username of a user in your directory. If the Domain's AuthMode is not IAM Identity Center , this field cannot be specified.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-userprofile.html#cfn-sagemaker-userprofile-singlesignonuservalue
     */
    readonly singleSignOnUserValue?: string;
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * Tags that you specify for the User Profile are also added to all apps that the User Profile launches.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-userprofile.html#cfn-sagemaker-userprofile-tags
     */
    readonly tags?: cdk.CfnTag[];
    /**
     * A collection of settings that apply to users of Amazon SageMaker Studio.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-userprofile.html#cfn-sagemaker-userprofile-usersettings
     */
    readonly userSettings?: CfnUserProfile.UserSettingsProperty | cdk.IResolvable;
}
/**
 * A CloudFormation `AWS::SageMaker::UserProfile`
 *
 * Creates a user profile. A user profile represents a single user within a domain, and is the main way to reference a "person" for the purposes of sharing, reporting, and other user-oriented features. This entity is created when a user onboards to Amazon SageMaker Studio. If an administrator invites a person by email or imports them from IAM Identity Center , a user profile is automatically created. A user profile is the primary holder of settings for an individual user and has a reference to the user's private Amazon Elastic File System (EFS) home directory.
 *
 * > If you're using IAM Identity Center authentication, a user in IAM Identity Center , or a group in IAM Identity Center containing that user, must be assigned to the Amazon SageMaker Studio application from the IAM Identity Center Console to create a user profile. For more information about application assignment, see [Assign user access](https://docs.aws.amazon.com/singlesignon/latest/userguide/assignuserstoapp.html) . After assignment is complete, a user profile can be created for that user in IAM Identity Center with AWS CloudFormation.
 *
 * @cloudformationResource AWS::SageMaker::UserProfile
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-userprofile.html
 */
export declare class CfnUserProfile extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::UserProfile";
    /**
     * 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): CfnUserProfile;
    /**
     * The Amazon Resource Name (ARN) of the user profile, such as `arn:aws:sagemaker:us-west-2:account-id:user-profile/my-user-profile` .
     * @cloudformationAttribute UserProfileArn
     */
    readonly attrUserProfileArn: string;
    /**
     * The domain ID.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-userprofile.html#cfn-sagemaker-userprofile-domainid
     */
    domainId: string;
    /**
     * The user profile name.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-userprofile.html#cfn-sagemaker-userprofile-userprofilename
     */
    userProfileName: string;
    /**
     * A specifier for the type of value specified in SingleSignOnUserValue. Currently, the only supported value is "UserName". If the Domain's AuthMode is IAM Identity Center , this field is required. If the Domain's AuthMode is not IAM Identity Center , this field cannot be specified.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-userprofile.html#cfn-sagemaker-userprofile-singlesignonuseridentifier
     */
    singleSignOnUserIdentifier: string | undefined;
    /**
     * The username of the associated AWS Single Sign-On User for this UserProfile. If the Domain's AuthMode is IAM Identity Center , this field is required, and must match a valid username of a user in your directory. If the Domain's AuthMode is not IAM Identity Center , this field cannot be specified.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-userprofile.html#cfn-sagemaker-userprofile-singlesignonuservalue
     */
    singleSignOnUserValue: string | undefined;
    /**
     * An array of key-value pairs to apply to this resource.
     *
     * Tags that you specify for the User Profile are also added to all apps that the User Profile launches.
     *
     * For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-userprofile.html#cfn-sagemaker-userprofile-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * A collection of settings that apply to users of Amazon SageMaker Studio.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-userprofile.html#cfn-sagemaker-userprofile-usersettings
     */
    userSettings: CfnUserProfile.UserSettingsProperty | cdk.IResolvable | undefined;
    /**
     * Create a new `AWS::SageMaker::UserProfile`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props: CfnUserProfileProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnUserProfile {
    /**
     * A custom SageMaker image. For more information, see [Bring your own SageMaker image](https://docs.aws.amazon.com/sagemaker/latest/dg/studio-byoi.html) .
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-customimage.html
     */
    interface CustomImageProperty {
        /**
         * The name of the AppImageConfig.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-customimage.html#cfn-sagemaker-userprofile-customimage-appimageconfigname
         */
        readonly appImageConfigName: string;
        /**
         * The name of the CustomImage. Must be unique to your account.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-customimage.html#cfn-sagemaker-userprofile-customimage-imagename
         */
        readonly imageName: string;
        /**
         * The version number of the CustomImage.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-customimage.html#cfn-sagemaker-userprofile-customimage-imageversionnumber
         */
        readonly imageVersionNumber?: number;
    }
}
export declare namespace CfnUserProfile {
    /**
     * The JupyterServer app settings.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-jupyterserverappsettings.html
     */
    interface JupyterServerAppSettingsProperty {
        /**
         * The default instance type and the Amazon Resource Name (ARN) of the default SageMaker image used by the JupyterServer app.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-jupyterserverappsettings.html#cfn-sagemaker-userprofile-jupyterserverappsettings-defaultresourcespec
         */
        readonly defaultResourceSpec?: CfnUserProfile.ResourceSpecProperty | cdk.IResolvable;
    }
}
export declare namespace CfnUserProfile {
    /**
     * The KernelGateway app settings.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-kernelgatewayappsettings.html
     */
    interface KernelGatewayAppSettingsProperty {
        /**
         * A list of custom SageMaker images that are configured to run as a KernelGateway app.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-kernelgatewayappsettings.html#cfn-sagemaker-userprofile-kernelgatewayappsettings-customimages
         */
        readonly customImages?: Array<CfnUserProfile.CustomImageProperty | cdk.IResolvable> | cdk.IResolvable;
        /**
         * The default instance type and the Amazon Resource Name (ARN) of the default SageMaker image used by the KernelGateway app.
         *
         * > The Amazon SageMaker Studio UI does not use the default instance type value set here. The default instance type set here is used when Apps are created using the AWS Command Line Interface or AWS CloudFormation and the instance type parameter value is not passed.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-kernelgatewayappsettings.html#cfn-sagemaker-userprofile-kernelgatewayappsettings-defaultresourcespec
         */
        readonly defaultResourceSpec?: CfnUserProfile.ResourceSpecProperty | cdk.IResolvable;
    }
}
export declare namespace CfnUserProfile {
    /**
     * A collection of settings that configure user interaction with the `RStudioServerPro` app. `RStudioServerProAppSettings` cannot be updated. The `RStudioServerPro` app must be deleted and a new one created to make any changes.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-rstudioserverproappsettings.html
     */
    interface RStudioServerProAppSettingsProperty {
        /**
         * Indicates whether the current user has access to the `RStudioServerPro` app.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-rstudioserverproappsettings.html#cfn-sagemaker-userprofile-rstudioserverproappsettings-accessstatus
         */
        readonly accessStatus?: string;
        /**
         * The level of permissions that the user has within the `RStudioServerPro` app. This value defaults to `User`. The `Admin` value allows the user access to the RStudio Administrative Dashboard.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-rstudioserverproappsettings.html#cfn-sagemaker-userprofile-rstudioserverproappsettings-usergroup
         */
        readonly userGroup?: string;
    }
}
export declare namespace CfnUserProfile {
    /**
     * Specifies the ARN's of a SageMaker image and SageMaker image version, and the instance type that the version runs on.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-resourcespec.html
     */
    interface ResourceSpecProperty {
        /**
         * The instance type that the image version runs on.
         *
         * > *JupyterServer apps* only support the `system` value.
         * >
         * > For *KernelGateway apps* , the `system` value is translated to `ml.t3.medium` . KernelGateway apps also support all other values for available instance types.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-resourcespec.html#cfn-sagemaker-userprofile-resourcespec-instancetype
         */
        readonly instanceType?: string;
        /**
         * The ARN of the SageMaker image that the image version belongs to.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-resourcespec.html#cfn-sagemaker-userprofile-resourcespec-sagemakerimagearn
         */
        readonly sageMakerImageArn?: string;
        /**
         * The ARN of the image version created on the instance.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-resourcespec.html#cfn-sagemaker-userprofile-resourcespec-sagemakerimageversionarn
         */
        readonly sageMakerImageVersionArn?: string;
    }
}
export declare namespace CfnUserProfile {
    /**
     * Specifies options when sharing an Amazon SageMaker Studio notebook. These settings are specified as part of `DefaultUserSettings` when the [CreateDomain](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateDomain.html) API is called, and as part of `UserSettings` when the [CreateUserProfile](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateUserProfile.html) API is called.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-sharingsettings.html
     */
    interface SharingSettingsProperty {
        /**
         * Whether to include the notebook cell output when sharing the notebook. The default is `Disabled` .
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-sharingsettings.html#cfn-sagemaker-userprofile-sharingsettings-notebookoutputoption
         */
        readonly notebookOutputOption?: string;
        /**
         * When `NotebookOutputOption` is `Allowed` , the AWS Key Management Service (KMS) encryption key ID used to encrypt the notebook cell output in the Amazon S3 bucket.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-sharingsettings.html#cfn-sagemaker-userprofile-sharingsettings-s3kmskeyid
         */
        readonly s3KmsKeyId?: string;
        /**
         * When `NotebookOutputOption` is `Allowed` , the Amazon S3 bucket used to store the shared notebook snapshots.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-sharingsettings.html#cfn-sagemaker-userprofile-sharingsettings-s3outputpath
         */
        readonly s3OutputPath?: string;
    }
}
export declare namespace CfnUserProfile {
    /**
     * A collection of settings that apply to users of Amazon SageMaker Studio. These settings are specified when the [CreateUserProfile](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateUserProfile.html) API is called, and as `DefaultUserSettings` when the [CreateDomain](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateDomain.html) API is called.
     *
     * `SecurityGroups` is aggregated when specified in both calls. For all other settings in `UserSettings` , the values specified in `CreateUserProfile` take precedence over those specified in `CreateDomain` .
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-usersettings.html
     */
    interface UserSettingsProperty {
        /**
         * The execution role for the user.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-usersettings.html#cfn-sagemaker-userprofile-usersettings-executionrole
         */
        readonly executionRole?: string;
        /**
         * The Jupyter server's app settings.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-usersettings.html#cfn-sagemaker-userprofile-usersettings-jupyterserverappsettings
         */
        readonly jupyterServerAppSettings?: CfnUserProfile.JupyterServerAppSettingsProperty | cdk.IResolvable;
        /**
         * The kernel gateway app settings.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-usersettings.html#cfn-sagemaker-userprofile-usersettings-kernelgatewayappsettings
         */
        readonly kernelGatewayAppSettings?: CfnUserProfile.KernelGatewayAppSettingsProperty | cdk.IResolvable;
        /**
         * A collection of settings that configure user interaction with the `RStudioServerPro` app.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-usersettings.html#cfn-sagemaker-userprofile-usersettings-rstudioserverproappsettings
         */
        readonly rStudioServerProAppSettings?: CfnUserProfile.RStudioServerProAppSettingsProperty | cdk.IResolvable;
        /**
         * The security groups for the Amazon Virtual Private Cloud (VPC) that Studio uses for communication.
         *
         * Optional when the `CreateDomain.AppNetworkAccessType` parameter is set to `PublicInternetOnly` .
         *
         * Required when the `CreateDomain.AppNetworkAccessType` parameter is set to `VpcOnly` .
         *
         * Amazon SageMaker adds a security group to allow NFS traffic from SageMaker Studio. Therefore, the number of security groups that you can specify is one less than the maximum number shown.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-usersettings.html#cfn-sagemaker-userprofile-usersettings-securitygroups
         */
        readonly securityGroups?: string[];
        /**
         * Specifies options for sharing SageMaker Studio notebooks.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-userprofile-usersettings.html#cfn-sagemaker-userprofile-usersettings-sharingsettings
         */
        readonly sharingSettings?: CfnUserProfile.SharingSettingsProperty | cdk.IResolvable;
    }
}
/**
 * Properties for defining a `CfnWorkteam`
 *
 * @struct
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-workteam.html
 */
export interface CfnWorkteamProps {
    /**
     * A description of the work team.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-workteam.html#cfn-sagemaker-workteam-description
     */
    readonly description?: string;
    /**
     * A list of `MemberDefinition` objects that contains objects that identify the workers that make up the work team.
     *
     * Workforces can be created using Amazon Cognito or your own OIDC Identity Provider (IdP). For private workforces created using Amazon Cognito use `CognitoMemberDefinition` . For workforces created using your own OIDC identity provider (IdP) use `OidcMemberDefinition` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-workteam.html#cfn-sagemaker-workteam-memberdefinitions
     */
    readonly memberDefinitions?: Array<CfnWorkteam.MemberDefinitionProperty | cdk.IResolvable> | cdk.IResolvable;
    /**
     * Configures SNS notifications of available or expiring work items for work teams.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-workteam.html#cfn-sagemaker-workteam-notificationconfiguration
     */
    readonly notificationConfiguration?: CfnWorkteam.NotificationConfigurationProperty | cdk.IResolvable;
    /**
     * An array of key-value pairs.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-workteam.html#cfn-sagemaker-workteam-tags
     */
    readonly tags?: cdk.CfnTag[];
    /**
     * `AWS::SageMaker::Workteam.WorkforceName`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-workteam.html#cfn-sagemaker-workteam-workforcename
     */
    readonly workforceName?: string;
    /**
     * The name of the work team.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-workteam.html#cfn-sagemaker-workteam-workteamname
     */
    readonly workteamName?: string;
}
/**
 * A CloudFormation `AWS::SageMaker::Workteam`
 *
 * Creates a new work team for labeling your data. A work team is defined by one or more Amazon Cognito user pools. You must first create the user pools before you can create a work team.
 *
 * You cannot create more than 25 work teams in an account and region.
 *
 * @cloudformationResource AWS::SageMaker::Workteam
 * @stability external
 *
 * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-workteam.html
 */
export declare class CfnWorkteam extends cdk.CfnResource implements cdk.IInspectable {
    /**
     * The CloudFormation resource type name for this resource class.
     */
    static readonly CFN_RESOURCE_TYPE_NAME = "AWS::SageMaker::Workteam";
    /**
     * 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): CfnWorkteam;
    /**
     * The name of the work team.
     * @cloudformationAttribute WorkteamName
     */
    readonly attrWorkteamName: string;
    /**
     * A description of the work team.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-workteam.html#cfn-sagemaker-workteam-description
     */
    description: string | undefined;
    /**
     * A list of `MemberDefinition` objects that contains objects that identify the workers that make up the work team.
     *
     * Workforces can be created using Amazon Cognito or your own OIDC Identity Provider (IdP). For private workforces created using Amazon Cognito use `CognitoMemberDefinition` . For workforces created using your own OIDC identity provider (IdP) use `OidcMemberDefinition` .
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-workteam.html#cfn-sagemaker-workteam-memberdefinitions
     */
    memberDefinitions: Array<CfnWorkteam.MemberDefinitionProperty | cdk.IResolvable> | cdk.IResolvable | undefined;
    /**
     * Configures SNS notifications of available or expiring work items for work teams.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-workteam.html#cfn-sagemaker-workteam-notificationconfiguration
     */
    notificationConfiguration: CfnWorkteam.NotificationConfigurationProperty | cdk.IResolvable | undefined;
    /**
     * An array of key-value pairs.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-workteam.html#cfn-sagemaker-workteam-tags
     */
    readonly tags: cdk.TagManager;
    /**
     * `AWS::SageMaker::Workteam.WorkforceName`
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-workteam.html#cfn-sagemaker-workteam-workforcename
     */
    workforceName: string | undefined;
    /**
     * The name of the work team.
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-workteam.html#cfn-sagemaker-workteam-workteamname
     */
    workteamName: string | undefined;
    /**
     * Create a new `AWS::SageMaker::Workteam`.
     *
     * @param scope - scope in which this resource is defined
     * @param id    - scoped id of the resource
     * @param props - resource properties
     */
    constructor(scope: constructs.Construct, id: string, props?: CfnWorkteamProps);
    /**
     * Examines the CloudFormation resource and discloses attributes.
     *
     * @param inspector - tree inspector to collect and process attributes
     *
     */
    inspect(inspector: cdk.TreeInspector): void;
    protected get cfnProperties(): {
        [key: string]: any;
    };
    protected renderProperties(props: {
        [key: string]: any;
    }): {
        [key: string]: any;
    };
}
export declare namespace CfnWorkteam {
    /**
     * Identifies a Amazon Cognito user group. A user group can be used in on or more work teams.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workteam-cognitomemberdefinition.html
     */
    interface CognitoMemberDefinitionProperty {
        /**
         * An identifier for an application client. You must create the app client ID using Amazon Cognito.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workteam-cognitomemberdefinition.html#cfn-sagemaker-workteam-cognitomemberdefinition-cognitoclientid
         */
        readonly cognitoClientId: string;
        /**
         * An identifier for a user group.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workteam-cognitomemberdefinition.html#cfn-sagemaker-workteam-cognitomemberdefinition-cognitousergroup
         */
        readonly cognitoUserGroup: string;
        /**
         * An identifier for a user pool. The user pool must be in the same region as the service that you are calling.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workteam-cognitomemberdefinition.html#cfn-sagemaker-workteam-cognitomemberdefinition-cognitouserpool
         */
        readonly cognitoUserPool: string;
    }
}
export declare namespace CfnWorkteam {
    /**
     * Defines an Amazon Cognito or your own OIDC IdP user group that is part of a work team.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workteam-memberdefinition.html
     */
    interface MemberDefinitionProperty {
        /**
         * The Amazon Cognito user group that is part of the work team.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workteam-memberdefinition.html#cfn-sagemaker-workteam-memberdefinition-cognitomemberdefinition
         */
        readonly cognitoMemberDefinition?: CfnWorkteam.CognitoMemberDefinitionProperty | cdk.IResolvable;
        /**
         * A list user groups that exist in your OIDC Identity Provider (IdP). One to ten groups can be used to create a single private work team. When you add a user group to the list of `Groups` , you can add that user group to one or more private work teams. If you add a user group to a private work team, all workers in that user group are added to the work team.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workteam-memberdefinition.html#cfn-sagemaker-workteam-memberdefinition-oidcmemberdefinition
         */
        readonly oidcMemberDefinition?: CfnWorkteam.OidcMemberDefinitionProperty | cdk.IResolvable;
    }
}
export declare namespace CfnWorkteam {
    /**
     * Configures Amazon SNS notifications of available or expiring work items for work teams.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workteam-notificationconfiguration.html
     */
    interface NotificationConfigurationProperty {
        /**
         * The ARN for the Amazon SNS topic to which notifications should be published.
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workteam-notificationconfiguration.html#cfn-sagemaker-workteam-notificationconfiguration-notificationtopicarn
         */
        readonly notificationTopicArn: string;
    }
}
export declare namespace CfnWorkteam {
    /**
     * A list of user groups that exist in your OIDC Identity Provider (IdP). One to ten groups can be used to create a single private work team. When you add a user group to the list of `Groups` , you can add that user group to one or more private work teams. If you add a user group to a private work team, all workers in that user group are added to the work team.
     *
     * @struct
     * @stability external
     *
     * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workteam-oidcmemberdefinition.html
     */
    interface OidcMemberDefinitionProperty {
        /**
         * `CfnWorkteam.OidcMemberDefinitionProperty.OidcGroups`
         *
         * @link http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-workteam-oidcmemberdefinition.html#cfn-sagemaker-workteam-oidcmemberdefinition-oidcgroups
         */
        readonly oidcGroups: string[];
    }
}