aws-cdk-lib/aws-sagemaker/lib/sagemaker.generated.d.ts

Version 2 of the AWS Cloud Development Kit library

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:/