Off Limit Tagger*¶

This stage supports the filtering of data with the specified threshold values. The specific logic is as follows:

Input data with the specified lower limit and upper limit values (Outlier Detection) are filtered.
Verify if the value of the record.measurepoint.value field in the record falls in the specified min,max range.
- If the data value does not fall in the range, the value of the /attr/isOutlier field in the output is set to true.
- If the data value falls in the range, the value of the /attr/isOutlier field in the output is set to false.
The configured threshold values and parameters will be included in the /attr/outlierAttr field as output.
Incompatible with old data formats, i.e. cannot filter data by ModelId::PointId.

Configuration¶

The configuration tabs for this stage are General, Basic, and Input/Output.

Name	Required?	Description
Name	Yes	The name of the stage.
Description	No	The description of the stage.
Stage Library	Yes	The streaming operator library to which the stage belongs.
Required Fields	No	The fields that the data records must contain. If the specified fields are not included, the record will be filtered out.
Preconditions	No	The conditions that must be satisfied by the data records. Records that do not meet the conditions will be filtered out. For example, `${record:value('/value') > 0}`. For the syntax of EL expressions, see Expression Language.
On Record Error	Yes	The processing method for error data. Discard: Error data will be discarded and ignored Send to Error: Error messages will be reported Stop Pipeline: The pipeline will be stopped

Name	Required?	Description
Quality Filter	No	Filter the data according to the data quality. Only records that meet the quality conditions will be processed by this stage.

Name	Required?	Description
Input Measurement	Yes	Data input point
OpenClose	Yes	Select the format of the threshold. (x,y) (x,y] [x,y) [x,y] (-∞,y) (-∞,y] (x,+∞) [x,+∞) (-∞,+∞)
Min-Max	Yes	Specify the lower limit value and upper limit value of the threshold, separated by comma.
Output Measurement	Yes	Data output point.When a threshold judgment is made on the input points, Streaming tags the record that exceeds the upper and lower limits and outputs the marking result, and the data output point is the measurement point that carries the output result.

The output results of this stage are included in the attr struct. The description of the fields are as follows:

Name	Data Type	Description
isOutlier	Boolean	Whether the measurepoint value exceeds the threshold.
minValue	Int/Double/Float	The set lower limit of the threshold.
maxValue	Int/Double/Float	The set upper limit of the threshold.
enableMinJudger	Boolean	Whether minimum value juder is enabled.
enableMaxJudger	Boolean	Whether maximum value juder is enabled.