agent-claw: automated task changes

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

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

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

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

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

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

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

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

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

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

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

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

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

@@ -0,0 +1,842 @@
+import * as cdk from "../../core/lib";
+import * as constructs from "constructs";
+import * as cfn_parse from "../../core/lib/helpers-internal";
+import { AlertReference, AnomalyDetectorReference, IAlertRef, IAnomalyDetectorRef } from "../../interfaces/generated/aws-lookoutmetrics-interfaces.generated";
+import { aws_kms as kmsRefs } from "../../interfaces";
+/**
+ * > End of support notice: On Oct 9, 2025, AWS will end support for Amazon Lookout for Metrics.
+ *
+ * After Oct 9, 2025, you will no longer be able to access the Amazon Lookout for Metrics console or Amazon Lookout for Metrics resources. For more information, see [Amazon Lookout for Metrics end of support](https://docs.aws.amazon.com//blogs/machine-learning/transitioning-off-amazon-lookout-for-metrics/) .
+ *
+ * The `AWS::LookoutMetrics::Alert` type creates an alert for an anomaly detector.
+ *
+ * @cloudformationResource AWS::LookoutMetrics::Alert
+ * @stability external
+ * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-lookoutmetrics-alert.html
+ */
+export declare class CfnAlert extends cdk.CfnResource implements cdk.IInspectable, IAlertRef {
+    /**
+     * The CloudFormation resource type name for this resource class.
+     */
+    static readonly CFN_RESOURCE_TYPE_NAME: string;
+    /**
+     * Build a CfnAlert from CloudFormation properties
+     *
+     * A factory method that creates a new instance of this class from an object
+     * containing the CloudFormation properties of this resource.
+     * Used in the @aws-cdk/cloudformation-include module.
+     *
+     * @internal
+     */
+    static _fromCloudFormation(scope: constructs.Construct, id: string, resourceAttributes: any, options: cfn_parse.FromCloudFormationOptions): CfnAlert;
+    /**
+     * Checks whether the given object is a CfnAlert
+     */
+    static isCfnAlert(x: any): x is CfnAlert;
+    static arnForAlert(resource: IAlertRef): string;
+    /**
+     * Action that will be triggered when there is an alert.
+     */
+    private _action;
+    /**
+     * A description of the alert.
+     */
+    private _alertDescription?;
+    /**
+     * The name of the alert.
+     */
+    private _alertName?;
+    /**
+     * An integer from 0 to 100 specifying the alert sensitivity threshold.
+     */
+    private _alertSensitivityThreshold;
+    /**
+     * The ARN of the detector to which the alert is attached.
+     */
+    private _anomalyDetectorArn;
+    protected readonly cfnPropertyNames: Record<string, string>;
+    /**
+     * Create a new `AWS::LookoutMetrics::Alert`.
+     *
+     * @param scope Scope in which this resource is defined
+     * @param id Construct identifier for this resource (unique in its scope)
+     * @param props Resource properties
+     */
+    constructor(scope: constructs.Construct, id: string, props: CfnAlertProps);
+    get alertRef(): AlertReference;
+    /**
+     * Action that will be triggered when there is an alert.
+     */
+    get action(): CfnAlert.ActionProperty | cdk.IResolvable;
+    /**
+     * Action that will be triggered when there is an alert.
+     */
+    set action(value: CfnAlert.ActionProperty | cdk.IResolvable);
+    /**
+     * A description of the alert.
+     */
+    get alertDescription(): string | undefined;
+    /**
+     * A description of the alert.
+     */
+    set alertDescription(value: string | undefined);
+    /**
+     * The name of the alert.
+     */
+    get alertName(): string | undefined;
+    /**
+     * The name of the alert.
+     */
+    set alertName(value: string | undefined);
+    /**
+     * An integer from 0 to 100 specifying the alert sensitivity threshold.
+     */
+    get alertSensitivityThreshold(): number;
+    /**
+     * An integer from 0 to 100 specifying the alert sensitivity threshold.
+     */
+    set alertSensitivityThreshold(value: number);
+    /**
+     * The ARN of the detector to which the alert is attached.
+     */
+    get anomalyDetectorArn(): string;
+    /**
+     * The ARN of the detector to which the alert is attached.
+     */
+    set anomalyDetectorArn(value: string);
+    /**
+     * The Amazon Resource Name (ARN) of the alert. For example, `arn:aws:lookoutmetrics:us-east-2:123456789012:Alert:my-alert`
+     *
+     * @cloudformationAttribute Arn
+     */
+    get attrArn(): string;
+    protected get cfnProperties(): Record<string, any>;
+    /**
+     * Examines the CloudFormation resource and discloses attributes
+     *
+     * @param inspector tree inspector to collect and process attributes
+     */
+    inspect(inspector: cdk.TreeInspector): void;
+    protected renderProperties(props: Record<string, any>): Record<string, any>;
+}
+export declare namespace CfnAlert {
+    /**
+     * A configuration that specifies the action to perform when anomalies are detected.
+     *
+     * @struct
+     * @stability external
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-alert-action.html
+     */
+    interface ActionProperty {
+        /**
+         * A configuration for an AWS Lambda channel.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-alert-action.html#cfn-lookoutmetrics-alert-action-lambdaconfiguration
+         */
+        readonly lambdaConfiguration?: cdk.IResolvable | CfnAlert.LambdaConfigurationProperty;
+        /**
+         * A configuration for an Amazon SNS channel.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-alert-action.html#cfn-lookoutmetrics-alert-action-snsconfiguration
+         */
+        readonly snsConfiguration?: cdk.IResolvable | CfnAlert.SNSConfigurationProperty;
+    }
+    /**
+     * Contains information about a Lambda configuration.
+     *
+     * @struct
+     * @stability external
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-alert-lambdaconfiguration.html
+     */
+    interface LambdaConfigurationProperty {
+        /**
+         * The ARN of the Lambda function.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-alert-lambdaconfiguration.html#cfn-lookoutmetrics-alert-lambdaconfiguration-lambdaarn
+         */
+        readonly lambdaArn: string;
+        /**
+         * The ARN of an IAM role that has permission to invoke the Lambda function.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-alert-lambdaconfiguration.html#cfn-lookoutmetrics-alert-lambdaconfiguration-rolearn
+         */
+        readonly roleArn: string;
+    }
+    /**
+     * Contains information about the SNS topic to which you want to send your alerts and the IAM role that has access to that topic.
+     *
+     * @struct
+     * @stability external
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-alert-snsconfiguration.html
+     */
+    interface SNSConfigurationProperty {
+        /**
+         * The ARN of the IAM role that has access to the target SNS topic.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-alert-snsconfiguration.html#cfn-lookoutmetrics-alert-snsconfiguration-rolearn
+         */
+        readonly roleArn: string;
+        /**
+         * The ARN of the target SNS topic.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-alert-snsconfiguration.html#cfn-lookoutmetrics-alert-snsconfiguration-snstopicarn
+         */
+        readonly snsTopicArn: string;
+    }
+}
+/**
+ * Properties for defining a `CfnAlert`
+ *
+ * @struct
+ * @stability external
+ * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-lookoutmetrics-alert.html
+ */
+export interface CfnAlertProps {
+    /**
+     * Action that will be triggered when there is an alert.
+     *
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-lookoutmetrics-alert.html#cfn-lookoutmetrics-alert-action
+     */
+    readonly action: CfnAlert.ActionProperty | cdk.IResolvable;
+    /**
+     * A description of the alert.
+     *
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-lookoutmetrics-alert.html#cfn-lookoutmetrics-alert-alertdescription
+     */
+    readonly alertDescription?: string;
+    /**
+     * The name of the alert.
+     *
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-lookoutmetrics-alert.html#cfn-lookoutmetrics-alert-alertname
+     */
+    readonly alertName?: string;
+    /**
+     * An integer from 0 to 100 specifying the alert sensitivity threshold.
+     *
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-lookoutmetrics-alert.html#cfn-lookoutmetrics-alert-alertsensitivitythreshold
+     */
+    readonly alertSensitivityThreshold: number;
+    /**
+     * The ARN of the detector to which the alert is attached.
+     *
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-lookoutmetrics-alert.html#cfn-lookoutmetrics-alert-anomalydetectorarn
+     */
+    readonly anomalyDetectorArn: string;
+}
+/**
+ * > End of support notice: On Oct 9, 2025, AWS will end support for Amazon Lookout for Metrics.
+ *
+ * After Oct 9, 2025, you will no longer be able to access the Amazon Lookout for Metrics console or Amazon Lookout for Metrics resources. For more information, see [Amazon Lookout for Metrics end of support](https://docs.aws.amazon.com//blogs/machine-learning/transitioning-off-amazon-lookout-for-metrics/) .
+ *
+ * The `AWS::LookoutMetrics::AnomalyDetector` type creates an anomaly detector.
+ *
+ * @cloudformationResource AWS::LookoutMetrics::AnomalyDetector
+ * @stability external
+ * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-lookoutmetrics-anomalydetector.html
+ */
+export declare class CfnAnomalyDetector extends cdk.CfnResource implements cdk.IInspectable, IAnomalyDetectorRef {
+    /**
+     * The CloudFormation resource type name for this resource class.
+     */
+    static readonly CFN_RESOURCE_TYPE_NAME: string;
+    /**
+     * Build a CfnAnomalyDetector from CloudFormation properties
+     *
+     * A factory method that creates a new instance of this class from an object
+     * containing the CloudFormation properties of this resource.
+     * Used in the @aws-cdk/cloudformation-include module.
+     *
+     * @internal
+     */
+    static _fromCloudFormation(scope: constructs.Construct, id: string, resourceAttributes: any, options: cfn_parse.FromCloudFormationOptions): CfnAnomalyDetector;
+    /**
+     * Checks whether the given object is a CfnAnomalyDetector
+     */
+    static isCfnAnomalyDetector(x: any): x is CfnAnomalyDetector;
+    static arnForAnomalyDetector(resource: IAnomalyDetectorRef): string;
+    /**
+     * Contains information about the configuration of the anomaly detector.
+     */
+    private _anomalyDetectorConfig;
+    /**
+     * A description of the detector.
+     */
+    private _anomalyDetectorDescription?;
+    /**
+     * The name of the detector.
+     */
+    private _anomalyDetectorName?;
+    /**
+     * The ARN of the KMS key to use to encrypt your data.
+     */
+    private _kmsKeyArn?;
+    /**
+     * The detector's dataset.
+     */
+    private _metricSetList;
+    protected readonly cfnPropertyNames: Record<string, string>;
+    /**
+     * Create a new `AWS::LookoutMetrics::AnomalyDetector`.
+     *
+     * @param scope Scope in which this resource is defined
+     * @param id Construct identifier for this resource (unique in its scope)
+     * @param props Resource properties
+     */
+    constructor(scope: constructs.Construct, id: string, props: CfnAnomalyDetectorProps);
+    get anomalyDetectorRef(): AnomalyDetectorReference;
+    /**
+     * Contains information about the configuration of the anomaly detector.
+     */
+    get anomalyDetectorConfig(): CfnAnomalyDetector.AnomalyDetectorConfigProperty | cdk.IResolvable;
+    /**
+     * Contains information about the configuration of the anomaly detector.
+     */
+    set anomalyDetectorConfig(value: CfnAnomalyDetector.AnomalyDetectorConfigProperty | cdk.IResolvable);
+    /**
+     * A description of the detector.
+     */
+    get anomalyDetectorDescription(): string | undefined;
+    /**
+     * A description of the detector.
+     */
+    set anomalyDetectorDescription(value: string | undefined);
+    /**
+     * The name of the detector.
+     */
+    get anomalyDetectorName(): string | undefined;
+    /**
+     * The name of the detector.
+     */
+    set anomalyDetectorName(value: string | undefined);
+    /**
+     * The ARN of the KMS key to use to encrypt your data.
+     */
+    get kmsKeyArn(): string | undefined;
+    /**
+     * The ARN of the KMS key to use to encrypt your data.
+     */
+    set kmsKeyArn(value: string | undefined);
+    /**
+     * The detector's dataset.
+     */
+    get metricSetList(): Array<cdk.IResolvable | CfnAnomalyDetector.MetricSetProperty> | cdk.IResolvable;
+    /**
+     * The detector's dataset.
+     */
+    set metricSetList(value: Array<cdk.IResolvable | CfnAnomalyDetector.MetricSetProperty> | cdk.IResolvable);
+    /**
+     * The Amazon Resource Name (ARN) of the detector. For example, `arn:aws:lookoutmetrics:us-east-2:123456789012:AnomalyDetector:my-detector`
+     *
+     * @cloudformationAttribute Arn
+     */
+    get attrArn(): string;
+    protected get cfnProperties(): Record<string, any>;
+    /**
+     * Examines the CloudFormation resource and discloses attributes
+     *
+     * @param inspector tree inspector to collect and process attributes
+     */
+    inspect(inspector: cdk.TreeInspector): void;
+    protected renderProperties(props: Record<string, any>): Record<string, any>;
+}
+export declare namespace CfnAnomalyDetector {
+    /**
+     * Contains information about a detector's configuration.
+     *
+     * @struct
+     * @stability external
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-anomalydetectorconfig.html
+     */
+    interface AnomalyDetectorConfigProperty {
+        /**
+         * The frequency at which the detector analyzes its source data.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-anomalydetectorconfig.html#cfn-lookoutmetrics-anomalydetector-anomalydetectorconfig-anomalydetectorfrequency
+         */
+        readonly anomalyDetectorFrequency: string;
+    }
+    /**
+     * Contains information about a dataset.
+     *
+     * @struct
+     * @stability external
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-metricset.html
+     */
+    interface MetricSetProperty {
+        /**
+         * A list of the fields you want to treat as dimensions.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-metricset.html#cfn-lookoutmetrics-anomalydetector-metricset-dimensionlist
+         */
+        readonly dimensionList?: Array<string>;
+        /**
+         * A list of metrics that the dataset will contain.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-metricset.html#cfn-lookoutmetrics-anomalydetector-metricset-metriclist
+         */
+        readonly metricList: Array<cdk.IResolvable | CfnAnomalyDetector.MetricProperty> | cdk.IResolvable;
+        /**
+         * A description of the dataset you are creating.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-metricset.html#cfn-lookoutmetrics-anomalydetector-metricset-metricsetdescription
+         */
+        readonly metricSetDescription?: string;
+        /**
+         * The frequency with which the source data will be analyzed for anomalies.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-metricset.html#cfn-lookoutmetrics-anomalydetector-metricset-metricsetfrequency
+         */
+        readonly metricSetFrequency?: string;
+        /**
+         * The name of the dataset.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-metricset.html#cfn-lookoutmetrics-anomalydetector-metricset-metricsetname
+         */
+        readonly metricSetName: string;
+        /**
+         * Contains information about how the source data should be interpreted.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-metricset.html#cfn-lookoutmetrics-anomalydetector-metricset-metricsource
+         */
+        readonly metricSource: cdk.IResolvable | CfnAnomalyDetector.MetricSourceProperty;
+        /**
+         * After an interval ends, the amount of seconds that the detector waits before importing data.
+         *
+         * Offset is only supported for S3, Redshift, Athena and datasources.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-metricset.html#cfn-lookoutmetrics-anomalydetector-metricset-offset
+         */
+        readonly offset?: number;
+        /**
+         * Contains information about the column used for tracking time in your source data.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-metricset.html#cfn-lookoutmetrics-anomalydetector-metricset-timestampcolumn
+         */
+        readonly timestampColumn?: cdk.IResolvable | CfnAnomalyDetector.TimestampColumnProperty;
+        /**
+         * The time zone in which your source data was recorded.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-metricset.html#cfn-lookoutmetrics-anomalydetector-metricset-timezone
+         */
+        readonly timezone?: string;
+    }
+    /**
+     * A calculation made by contrasting a measure and a dimension from your source data.
+     *
+     * @struct
+     * @stability external
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-metric.html
+     */
+    interface MetricProperty {
+        /**
+         * The function with which the metric is calculated.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-metric.html#cfn-lookoutmetrics-anomalydetector-metric-aggregationfunction
+         */
+        readonly aggregationFunction: string;
+        /**
+         * The name of the metric.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-metric.html#cfn-lookoutmetrics-anomalydetector-metric-metricname
+         */
+        readonly metricName: string;
+        /**
+         * The namespace for the metric.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-metric.html#cfn-lookoutmetrics-anomalydetector-metric-namespace
+         */
+        readonly namespace?: string;
+    }
+    /**
+     * Contains information about how the source data should be interpreted.
+     *
+     * @struct
+     * @stability external
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-metricsource.html
+     */
+    interface MetricSourceProperty {
+        /**
+         * Details about an AppFlow datasource.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-metricsource.html#cfn-lookoutmetrics-anomalydetector-metricsource-appflowconfig
+         */
+        readonly appFlowConfig?: CfnAnomalyDetector.AppFlowConfigProperty | cdk.IResolvable;
+        /**
+         * Details about an Amazon CloudWatch monitoring datasource.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-metricsource.html#cfn-lookoutmetrics-anomalydetector-metricsource-cloudwatchconfig
+         */
+        readonly cloudwatchConfig?: CfnAnomalyDetector.CloudwatchConfigProperty | cdk.IResolvable;
+        /**
+         * Details about an Amazon Relational Database Service (RDS) datasource.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-metricsource.html#cfn-lookoutmetrics-anomalydetector-metricsource-rdssourceconfig
+         */
+        readonly rdsSourceConfig?: cdk.IResolvable | CfnAnomalyDetector.RDSSourceConfigProperty;
+        /**
+         * Details about an Amazon Redshift database datasource.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-metricsource.html#cfn-lookoutmetrics-anomalydetector-metricsource-redshiftsourceconfig
+         */
+        readonly redshiftSourceConfig?: cdk.IResolvable | CfnAnomalyDetector.RedshiftSourceConfigProperty;
+        /**
+         * Contains information about the configuration of the S3 bucket that contains source files.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-metricsource.html#cfn-lookoutmetrics-anomalydetector-metricsource-s3sourceconfig
+         */
+        readonly s3SourceConfig?: cdk.IResolvable | CfnAnomalyDetector.S3SourceConfigProperty;
+    }
+    /**
+     * Contains information about the configuration of the S3 bucket that contains source files.
+     *
+     * @struct
+     * @stability external
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-s3sourceconfig.html
+     */
+    interface S3SourceConfigProperty {
+        /**
+         * Contains information about a source file's formatting.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-s3sourceconfig.html#cfn-lookoutmetrics-anomalydetector-s3sourceconfig-fileformatdescriptor
+         */
+        readonly fileFormatDescriptor: CfnAnomalyDetector.FileFormatDescriptorProperty | cdk.IResolvable;
+        /**
+         * A list of paths to the historical data files.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-s3sourceconfig.html#cfn-lookoutmetrics-anomalydetector-s3sourceconfig-historicaldatapathlist
+         */
+        readonly historicalDataPathList?: Array<string>;
+        /**
+         * The ARN of an IAM role that has read and write access permissions to the source S3 bucket.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-s3sourceconfig.html#cfn-lookoutmetrics-anomalydetector-s3sourceconfig-rolearn
+         */
+        readonly roleArn: string;
+        /**
+         * A list of templated paths to the source files.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-s3sourceconfig.html#cfn-lookoutmetrics-anomalydetector-s3sourceconfig-templatedpathlist
+         */
+        readonly templatedPathList?: Array<string>;
+    }
+    /**
+     * Contains information about a source file's formatting.
+     *
+     * @struct
+     * @stability external
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-fileformatdescriptor.html
+     */
+    interface FileFormatDescriptorProperty {
+        /**
+         * Contains information about how a source CSV data file should be analyzed.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-fileformatdescriptor.html#cfn-lookoutmetrics-anomalydetector-fileformatdescriptor-csvformatdescriptor
+         */
+        readonly csvFormatDescriptor?: CfnAnomalyDetector.CsvFormatDescriptorProperty | cdk.IResolvable;
+        /**
+         * Contains information about how a source JSON data file should be analyzed.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-fileformatdescriptor.html#cfn-lookoutmetrics-anomalydetector-fileformatdescriptor-jsonformatdescriptor
+         */
+        readonly jsonFormatDescriptor?: cdk.IResolvable | CfnAnomalyDetector.JsonFormatDescriptorProperty;
+    }
+    /**
+     * Contains information about how a source JSON data file should be analyzed.
+     *
+     * @struct
+     * @stability external
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-jsonformatdescriptor.html
+     */
+    interface JsonFormatDescriptorProperty {
+        /**
+         * The character set in which the source JSON file is written.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-jsonformatdescriptor.html#cfn-lookoutmetrics-anomalydetector-jsonformatdescriptor-charset
+         */
+        readonly charset?: string;
+        /**
+         * The level of compression of the source CSV file.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-jsonformatdescriptor.html#cfn-lookoutmetrics-anomalydetector-jsonformatdescriptor-filecompression
+         */
+        readonly fileCompression?: string;
+    }
+    /**
+     * Contains information about how a source CSV data file should be analyzed.
+     *
+     * @struct
+     * @stability external
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-csvformatdescriptor.html
+     */
+    interface CsvFormatDescriptorProperty {
+        /**
+         * The character set in which the source CSV file is written.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-csvformatdescriptor.html#cfn-lookoutmetrics-anomalydetector-csvformatdescriptor-charset
+         */
+        readonly charset?: string;
+        /**
+         * Whether or not the source CSV file contains a header.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-csvformatdescriptor.html#cfn-lookoutmetrics-anomalydetector-csvformatdescriptor-containsheader
+         */
+        readonly containsHeader?: boolean | cdk.IResolvable;
+        /**
+         * The character used to delimit the source CSV file.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-csvformatdescriptor.html#cfn-lookoutmetrics-anomalydetector-csvformatdescriptor-delimiter
+         */
+        readonly delimiter?: string;
+        /**
+         * The level of compression of the source CSV file.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-csvformatdescriptor.html#cfn-lookoutmetrics-anomalydetector-csvformatdescriptor-filecompression
+         */
+        readonly fileCompression?: string;
+        /**
+         * A list of the source CSV file's headers, if any.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-csvformatdescriptor.html#cfn-lookoutmetrics-anomalydetector-csvformatdescriptor-headerlist
+         */
+        readonly headerList?: Array<string>;
+        /**
+         * The character used as a quote character.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-csvformatdescriptor.html#cfn-lookoutmetrics-anomalydetector-csvformatdescriptor-quotesymbol
+         */
+        readonly quoteSymbol?: string;
+    }
+    /**
+     * Details about an Amazon CloudWatch datasource.
+     *
+     * @struct
+     * @stability external
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-cloudwatchconfig.html
+     */
+    interface CloudwatchConfigProperty {
+        /**
+         * An IAM role that gives Amazon Lookout for Metrics permission to access data in Amazon CloudWatch.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-cloudwatchconfig.html#cfn-lookoutmetrics-anomalydetector-cloudwatchconfig-rolearn
+         */
+        readonly roleArn: string;
+    }
+    /**
+     * Contains information about the Amazon Relational Database Service (RDS) configuration.
+     *
+     * @struct
+     * @stability external
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-rdssourceconfig.html
+     */
+    interface RDSSourceConfigProperty {
+        /**
+         * The host name of the database.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-rdssourceconfig.html#cfn-lookoutmetrics-anomalydetector-rdssourceconfig-databasehost
+         */
+        readonly databaseHost: string;
+        /**
+         * The name of the RDS database.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-rdssourceconfig.html#cfn-lookoutmetrics-anomalydetector-rdssourceconfig-databasename
+         */
+        readonly databaseName: string;
+        /**
+         * The port number where the database can be accessed.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-rdssourceconfig.html#cfn-lookoutmetrics-anomalydetector-rdssourceconfig-databaseport
+         */
+        readonly databasePort: number;
+        /**
+         * A string identifying the database instance.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-rdssourceconfig.html#cfn-lookoutmetrics-anomalydetector-rdssourceconfig-dbinstanceidentifier
+         */
+        readonly dbInstanceIdentifier: string;
+        /**
+         * The Amazon Resource Name (ARN) of the role.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-rdssourceconfig.html#cfn-lookoutmetrics-anomalydetector-rdssourceconfig-rolearn
+         */
+        readonly roleArn: string;
+        /**
+         * The Amazon Resource Name (ARN) of the AWS Secrets Manager role.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-rdssourceconfig.html#cfn-lookoutmetrics-anomalydetector-rdssourceconfig-secretmanagerarn
+         */
+        readonly secretManagerArn: string;
+        /**
+         * The name of the table in the database.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-rdssourceconfig.html#cfn-lookoutmetrics-anomalydetector-rdssourceconfig-tablename
+         */
+        readonly tableName: string;
+        /**
+         * An object containing information about the Amazon Virtual Private Cloud (VPC) configuration.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-rdssourceconfig.html#cfn-lookoutmetrics-anomalydetector-rdssourceconfig-vpcconfiguration
+         */
+        readonly vpcConfiguration: cdk.IResolvable | CfnAnomalyDetector.VpcConfigurationProperty;
+    }
+    /**
+     * Contains configuration information about the Amazon Virtual Private Cloud (VPC).
+     *
+     * @struct
+     * @stability external
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-vpcconfiguration.html
+     */
+    interface VpcConfigurationProperty {
+        /**
+         * An array of strings containing the list of security groups.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-vpcconfiguration.html#cfn-lookoutmetrics-anomalydetector-vpcconfiguration-securitygroupidlist
+         */
+        readonly securityGroupIdList: Array<string>;
+        /**
+         * An array of strings containing the Amazon VPC subnet IDs (e.g., `subnet-0bb1c79de3EXAMPLE` .
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-vpcconfiguration.html#cfn-lookoutmetrics-anomalydetector-vpcconfiguration-subnetidlist
+         */
+        readonly subnetIdList: Array<string>;
+    }
+    /**
+     * Details about an Amazon AppFlow flow datasource.
+     *
+     * @struct
+     * @stability external
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-appflowconfig.html
+     */
+    interface AppFlowConfigProperty {
+        /**
+         * name of the flow.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-appflowconfig.html#cfn-lookoutmetrics-anomalydetector-appflowconfig-flowname
+         */
+        readonly flowName: string;
+        /**
+         * An IAM role that gives Amazon Lookout for Metrics permission to access the flow.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-appflowconfig.html#cfn-lookoutmetrics-anomalydetector-appflowconfig-rolearn
+         */
+        readonly roleArn: string;
+    }
+    /**
+     * Provides information about the Amazon Redshift database configuration.
+     *
+     * @struct
+     * @stability external
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-redshiftsourceconfig.html
+     */
+    interface RedshiftSourceConfigProperty {
+        /**
+         * A string identifying the Redshift cluster.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-redshiftsourceconfig.html#cfn-lookoutmetrics-anomalydetector-redshiftsourceconfig-clusteridentifier
+         */
+        readonly clusterIdentifier: string;
+        /**
+         * The name of the database host.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-redshiftsourceconfig.html#cfn-lookoutmetrics-anomalydetector-redshiftsourceconfig-databasehost
+         */
+        readonly databaseHost: string;
+        /**
+         * The Redshift database name.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-redshiftsourceconfig.html#cfn-lookoutmetrics-anomalydetector-redshiftsourceconfig-databasename
+         */
+        readonly databaseName: string;
+        /**
+         * The port number where the database can be accessed.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-redshiftsourceconfig.html#cfn-lookoutmetrics-anomalydetector-redshiftsourceconfig-databaseport
+         */
+        readonly databasePort: number;
+        /**
+         * The Amazon Resource Name (ARN) of the role providing access to the database.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-redshiftsourceconfig.html#cfn-lookoutmetrics-anomalydetector-redshiftsourceconfig-rolearn
+         */
+        readonly roleArn: string;
+        /**
+         * The Amazon Resource Name (ARN) of the AWS Secrets Manager role.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-redshiftsourceconfig.html#cfn-lookoutmetrics-anomalydetector-redshiftsourceconfig-secretmanagerarn
+         */
+        readonly secretManagerArn: string;
+        /**
+         * The table name of the Redshift database.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-redshiftsourceconfig.html#cfn-lookoutmetrics-anomalydetector-redshiftsourceconfig-tablename
+         */
+        readonly tableName: string;
+        /**
+         * Contains information about the Amazon Virtual Private Cloud (VPC) configuration.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-redshiftsourceconfig.html#cfn-lookoutmetrics-anomalydetector-redshiftsourceconfig-vpcconfiguration
+         */
+        readonly vpcConfiguration: cdk.IResolvable | CfnAnomalyDetector.VpcConfigurationProperty;
+    }
+    /**
+     * Contains information about the column used to track time in a source data file.
+     *
+     * @struct
+     * @stability external
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-timestampcolumn.html
+     */
+    interface TimestampColumnProperty {
+        /**
+         * The format of the timestamp column.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-timestampcolumn.html#cfn-lookoutmetrics-anomalydetector-timestampcolumn-columnformat
+         */
+        readonly columnFormat?: string;
+        /**
+         * The name of the timestamp column.
+         *
+         * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-lookoutmetrics-anomalydetector-timestampcolumn.html#cfn-lookoutmetrics-anomalydetector-timestampcolumn-columnname
+         */
+        readonly columnName?: string;
+    }
+}
+/**
+ * Properties for defining a `CfnAnomalyDetector`
+ *
+ * @struct
+ * @stability external
+ * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-lookoutmetrics-anomalydetector.html
+ */
+export interface CfnAnomalyDetectorProps {
+    /**
+     * Contains information about the configuration of the anomaly detector.
+     *
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-lookoutmetrics-anomalydetector.html#cfn-lookoutmetrics-anomalydetector-anomalydetectorconfig
+     */
+    readonly anomalyDetectorConfig: CfnAnomalyDetector.AnomalyDetectorConfigProperty | cdk.IResolvable;
+    /**
+     * A description of the detector.
+     *
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-lookoutmetrics-anomalydetector.html#cfn-lookoutmetrics-anomalydetector-anomalydetectordescription
+     */
+    readonly anomalyDetectorDescription?: string;
+    /**
+     * The name of the detector.
+     *
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-lookoutmetrics-anomalydetector.html#cfn-lookoutmetrics-anomalydetector-anomalydetectorname
+     */
+    readonly anomalyDetectorName?: string;
+    /**
+     * The ARN of the KMS key to use to encrypt your data.
+     *
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-lookoutmetrics-anomalydetector.html#cfn-lookoutmetrics-anomalydetector-kmskeyarn
+     */
+    readonly kmsKeyArn?: kmsRefs.IKeyRef | string;
+    /**
+     * The detector's dataset.
+     *
+     * @see http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-lookoutmetrics-anomalydetector.html#cfn-lookoutmetrics-anomalydetector-metricsetlist
+     */
+    readonly metricSetList: Array<cdk.IResolvable | CfnAnomalyDetector.MetricSetProperty> | cdk.IResolvable;
+}
+export type { IAlertRef, AlertReference };
+export type { IAnomalyDetectorRef, AnomalyDetectorReference };