Class MetricWholeSeriesDetectionCondition
-
Constructor Summary
-
Method Summary
Modifier and TypeMethodDescriptionGets the change threshold condition to detect anomalies.Gets the logical operator applied across conditions.Gets the hard threshold condition to detect anomalies.Gets the anomaly smart detection condition.setChangeThresholdCondition
(ChangeThresholdCondition changeThresholdCondition) Sets the change threshold condition.setConditionOperator
(DetectionConditionOperator conditionOperator) Sets the logical operator to apply across conditions.setHardThresholdCondition
(HardThresholdCondition hardThresholdCondition) Sets the hard threshold condition.setSmartDetectionCondition
(SmartDetectionCondition smartDetectionCondition) Sets the smart detection condition.
-
Constructor Details
-
MetricWholeSeriesDetectionCondition
public MetricWholeSeriesDetectionCondition()
-
-
Method Details
-
getConditionOperator
Gets the logical operator applied across conditions.- Returns:
- The logical operator applied across conditions.
-
getSmartDetectionCondition
Gets the anomaly smart detection condition.The smart detection condition defines the numerical value to adjust the tolerance of the anomalies, the higher the value, the narrower the band (upper/lower bounds) around time series. The series data points those are not within such boundaries are detected as anomalies.
- Returns:
- The Smart detection condition.
-
getHardThresholdCondition
Gets the hard threshold condition to detect anomalies.The smart detection condition defines the numerical value to adjust the tolerance of the anomalies, the higher the value, the narrower the band (upper/lower bounds) around time series. The series data points those are not within the boundaries are detected as anomalies.
- Returns:
- The hard threshold condition.
-
getChangeThresholdCondition
Gets the change threshold condition to detect anomalies.The change threshold condition defines change percentage; the value of a data point is compared with previous data points; if the change percentage of the value is in or out of the range, then that data point is detected as anomalies.
- Returns:
- The change threshold condition.
-
setConditionOperator
public MetricWholeSeriesDetectionCondition setConditionOperator(DetectionConditionOperator conditionOperator) Sets the logical operator to apply across conditions.- Parameters:
conditionOperator
- The logical operator.- Returns:
- The MetricWholeSeriesDetectionCondition object itself.
-
setSmartDetectionCondition
public MetricWholeSeriesDetectionCondition setSmartDetectionCondition(SmartDetectionCondition smartDetectionCondition) Sets the smart detection condition.The smart detection condition defines the numerical value to adjust the tolerance of the anomalies, the higher the value, the narrower the band (upper/lower bounds) around time series. The series data points those are not within such boundaries are detected as anomalies.
- Parameters:
smartDetectionCondition
- The smart detection condition.- Returns:
- The MetricWholeSeriesDetectionCondition object itself.
-
setHardThresholdCondition
public MetricWholeSeriesDetectionCondition setHardThresholdCondition(HardThresholdCondition hardThresholdCondition) Sets the hard threshold condition.The hard threshold condition defines boundaries, the series data points those are not within the boundaries are detected as anomalies.
- Parameters:
hardThresholdCondition
- The hard threshold condition.- Returns:
- The MetricWholeSeriesDetectionCondition object itself.
-
setChangeThresholdCondition
public MetricWholeSeriesDetectionCondition setChangeThresholdCondition(ChangeThresholdCondition changeThresholdCondition) Sets the change threshold condition.The change threshold condition defines change percentage; the value of a data point is compared with previous data points; if the change percentage of the value is in or out of the range, then that data point is detected as anomalies.
- Parameters:
changeThresholdCondition
- The change threshold condition.- Returns:
- The MetricWholeSeriesDetectionCondition object itself.
-