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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

namedescriptiondefault value
component.minIf the metric goes below this value, detect an anomaly.-Inf
component.maxIf 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"
}
]
}