THRESHOLD

Detect an anomaly if a metric is above a maximum threshold or below a minimum threshold.

Inputs

"targetProperty": "current": The data on which to perform detection.

Parameters

name	description	default value
component.min	If the metric goes below this value, detect an anomaly.	-Inf
component.max	If the metric goes above this value, detect an anomaly.	+Inf

Example

{
  "name": "root",
  "type": "AnomalyDetector",
  "params": {
    "type": "THRESHOLD",
    "component.max": "75",
    "component.min": "10",
    ...  # shared parameters
  },
  "inputs": [
    {   # current data
      "targetProperty": "current",
      "sourcePlanNode": "currentData",
      "sourceProperty": "currentOutput"
    }
  ]
}