typed-aws/lib/types/resources/SageMaker/ModelBiasJobDefinition.d.ts

Helps you write AWS CloudFormation in TypeScript

import { CfnResource, Resolvable } from '../../base';
export declare type ModelBiasJobDefinition_Type = 'AWS::SageMaker::ModelBiasJobDefinition';
export declare const ModelBiasJobDefinition_Type = "AWS::SageMaker::ModelBiasJobDefinition";
/**
 * Resource Type definition for AWS::SageMaker::ModelBiasJobDefinition
 * {@link
 * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html}
 */
export default function ModelBiasJobDefinition(props: ModelBiasJobDefinition_Properties): CfnResource<ModelBiasJobDefinition_Properties>;
/**
 * Resource Type definition for AWS::SageMaker::ModelBiasJobDefinition
 * {@link
 * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html}
 */
export declare type ModelBiasJobDefinition_Properties = {
    JobDefinitionArn?: Resolvable<string>;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-jobdefinitionname}
     */
    JobDefinitionName?: JobDefinitionName;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasbaselineconfig}
     */
    ModelBiasBaselineConfig?: ModelBiasBaselineConfig;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasappspecification}
     */
    ModelBiasAppSpecification: ModelBiasAppSpecification;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasjobinput}
     */
    ModelBiasJobInput: ModelBiasJobInput;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasjoboutputconfig}
     */
    ModelBiasJobOutputConfig: MonitoringOutputConfig;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-jobresources}
     */
    JobResources: MonitoringResources;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-networkconfig}
     */
    NetworkConfig?: NetworkConfig;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-rolearn}
     */
    RoleArn: Resolvable<string>;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-stoppingcondition}
     */
    StoppingCondition?: StoppingCondition;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-tags}
     */
    Tags?: Tag[];
    CreationTime?: Resolvable<string>;
};
/**
 * 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-modelbiasjobdefinition-modelbiasbaselineconfig.html}
 */
export declare type ModelBiasBaselineConfig = {
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasbaselineconfig.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasbaselineconfig-baseliningjobname}
     */
    BaseliningJobName?: ProcessingJobName;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasbaselineconfig.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasbaselineconfig-constraintsresource}
     */
    ConstraintsResource?: ConstraintsResource;
};
/**
 * The baseline constraints resource for a monitoring job. {@link
 * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-constraintsresource.html}
 */
export declare type ConstraintsResource = {
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-constraintsresource.html#cfn-sagemaker-modelbiasjobdefinition-constraintsresource-s3uri}
     */
    S3Uri?: S3Uri;
};
export declare type S3Uri = Resolvable<string>;
/**
 * Container image configuration object for the monitoring job. {@link
 * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasappspecification.html}
 */
export declare type ModelBiasAppSpecification = {
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasappspecification.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasappspecification-imageuri}
     */
    ImageUri: Resolvable<string>;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasappspecification.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasappspecification-configuri}
     */
    ConfigUri: S3Uri;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasappspecification.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasappspecification-environment}
     */
    Environment?: {
        [k: string]: Resolvable<string>;
    };
};
/**
 * The inputs for a monitoring job. {@link
 * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasjobinput.html}
 */
export declare type ModelBiasJobInput = {
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasjobinput.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasjobinput-endpointinput}
     */
    EndpointInput: EndpointInput;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasjobinput.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasjobinput-groundtruths3input}
     */
    GroundTruthS3Input: MonitoringGroundTruthS3Input;
};
/**
 * The endpoint for a monitoring job. {@link
 * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html}
 */
export declare type EndpointInput = {
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-endpointname}
     */
    EndpointName: EndpointName;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-localpath}
     */
    LocalPath: Resolvable<string>;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-s3datadistributiontype}
     */
    S3DataDistributionType?: Resolvable<'FullyReplicated' | 'ShardedByS3Key'>;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-s3inputmode}
     */
    S3InputMode?: Resolvable<'Pipe' | 'File'>;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-starttimeoffset}
     */
    StartTimeOffset?: MonitoringTimeOffsetString;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-endtimeoffset}
     */
    EndTimeOffset?: MonitoringTimeOffsetString;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-featuresattribute}
     */
    FeaturesAttribute?: Resolvable<string>;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-inferenceattribute}
     */
    InferenceAttribute?: Resolvable<string>;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-probabilityattribute}
     */
    ProbabilityAttribute?: Resolvable<string>;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-endpointinput.html#cfn-sagemaker-modelbiasjobdefinition-endpointinput-probabilitythresholdattribute}
     */
    ProbabilityThresholdAttribute?: Resolvable<number>;
};
/**
 * The output configuration for monitoring jobs. {@link
 * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringoutputconfig.html}
 */
export declare type MonitoringOutputConfig = {
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringoutputconfig.html#cfn-sagemaker-modelbiasjobdefinition-monitoringoutputconfig-kmskeyid}
     */
    KmsKeyId?: Resolvable<string>;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringoutputconfig.html#cfn-sagemaker-modelbiasjobdefinition-monitoringoutputconfig-monitoringoutputs}
     */
    MonitoringOutputs: MonitoringOutput[];
};
/**
 * The output object for a monitoring job. {@link
 * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringoutput.html}
 */
export declare type MonitoringOutput = {
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringoutput.html#cfn-sagemaker-modelbiasjobdefinition-monitoringoutput-s3output}
     */
    S3Output: S3Output;
};
/**
 * Information about where and how to store the results of a monitoring
 * job. {@link
 * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-s3output.html}
 */
export declare type S3Output = {
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-s3output.html#cfn-sagemaker-modelbiasjobdefinition-s3output-localpath}
     */
    LocalPath: Resolvable<string>;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-s3output.html#cfn-sagemaker-modelbiasjobdefinition-s3output-s3uploadmode}
     */
    S3UploadMode?: Resolvable<'Continuous' | 'EndOfJob'>;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-s3output.html#cfn-sagemaker-modelbiasjobdefinition-s3output-s3uri}
     */
    S3Uri: Resolvable<string>;
};
/**
 * Identifies the resources to deploy for a monitoring job. {@link
 * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringresources.html}
 */
export declare type MonitoringResources = {
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringresources.html#cfn-sagemaker-modelbiasjobdefinition-monitoringresources-clusterconfig}
     */
    ClusterConfig: ClusterConfig;
};
/**
 * Configuration for the cluster used to run model monitoring jobs.
 * {@link
 * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-clusterconfig.html}
 */
export declare type ClusterConfig = {
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-clusterconfig.html#cfn-sagemaker-modelbiasjobdefinition-clusterconfig-instancecount}
     */
    InstanceCount: Resolvable<number>;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-clusterconfig.html#cfn-sagemaker-modelbiasjobdefinition-clusterconfig-instancetype}
     */
    InstanceType: Resolvable<string>;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-clusterconfig.html#cfn-sagemaker-modelbiasjobdefinition-clusterconfig-volumekmskeyid}
     */
    VolumeKmsKeyId?: Resolvable<string>;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-clusterconfig.html#cfn-sagemaker-modelbiasjobdefinition-clusterconfig-volumesizeingb}
     */
    VolumeSizeInGB: Resolvable<number>;
};
/**
 * 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. {@link
 * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-networkconfig.html}
 */
export declare type NetworkConfig = {
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-networkconfig.html#cfn-sagemaker-modelbiasjobdefinition-networkconfig-enableintercontainertrafficencryption}
     */
    EnableInterContainerTrafficEncryption?: Resolvable<boolean>;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-networkconfig.html#cfn-sagemaker-modelbiasjobdefinition-networkconfig-enablenetworkisolation}
     */
    EnableNetworkIsolation?: Resolvable<boolean>;
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-networkconfig.html#cfn-sagemaker-modelbiasjobdefinition-networkconfig-vpcconfig}
     */
    VpcConfig?: VpcConfig;
};
/**
 * 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-vpcconfig.html}
 */
export declare type VpcConfig = {
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-vpcconfig.html#cfn-sagemaker-modelbiasjobdefinition-vpcconfig-securitygroupids}
     */
    SecurityGroupIds: Resolvable<string>[];
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-vpcconfig.html#cfn-sagemaker-modelbiasjobdefinition-vpcconfig-subnets}
     */
    Subnets: Resolvable<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-modelbiasjobdefinition-stoppingcondition.html}
 */
export declare type StoppingCondition = {
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-stoppingcondition.html#cfn-sagemaker-modelbiasjobdefinition-stoppingcondition-maxruntimeinseconds}
     */
    MaxRuntimeInSeconds: Resolvable<number>;
};
export declare type Tag = {
    Key: Resolvable<string>;
    Value: Resolvable<string>;
};
export declare type EndpointName = Resolvable<string>;
export declare type JobDefinitionName = Resolvable<string>;
export declare type ProcessingJobName = Resolvable<string>;
export declare type MonitoringTimeOffsetString = Resolvable<string>;
/**
 * Ground truth input provided in S3 {@link
 * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringgroundtruths3input.html}
 */
export declare type MonitoringGroundTruthS3Input = {
    /**
     * {@link
     * http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-monitoringgroundtruths3input.html#cfn-sagemaker-modelbiasjobdefinition-monitoringgroundtruths3input-s3uri}
     */
    S3Uri: Resolvable<string>;
};