Class MonitorFormulaAndFunctionDataQualityModelConfiguration

Tuning options for the anomaly detection model used by the monitor.

Hierarchy

  • MonitorFormulaAndFunctionDataQualityModelConfiguration

Constructors

Properties

Function applied to the measure before it is compared against the predicted bounds.

additionalProperties?: {
    [key: string]: any;
}

A container for additional, undeclared properties. This is a holder for any undeclared properties as specified with the 'additionalProperties' keyword in the OAS document.

Type declaration

  • [key: string]: any
autoResolveDays?: number

Number of days after which an open alert is automatically resolved. When unset, alerts stay open until the measure returns within bounds.

enableFlatlineDetection?: boolean

Whether to alert when the measure stops changing entirely. Defaults to true.

minLowerBoundSize?: number

Minimum distance between the predicted value and the lower bound. Widening the lower bound to at least this size suppresses alerts on small downward deviations. When unset, no minimum is enforced.

minUpperBoundSize?: number

Minimum distance between the predicted value and the upper bound. Widening the upper bound to at least this size suppresses alerts on small upward deviations. When unset, no minimum is enforced.

Restricts which predicted bound the monitor alerts on. UPPER_ONLY alerts only when the measure rises above the upper bound, LOWER_ONLY only when it falls below the lower bound. When unset, the monitor alerts on both.

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