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Numeric

Numerical aggregate statistics including max, min, mean, and standard deviation.

Configuration

StepRequiredConfigurationOptions
Validator typeNumeric-
ConfigMetricMaximum
Mean
Minimum
Standard deviation
Sum
ConfigBackfillInitialize with backfill (checkbox)
Source fieldsSource fields to validate1. List of source fields with numeric data types

Or

2. Select all option (checkbox)
Source configSegmentation1. Select a configured segmentation

Or

2. Unsegmented (default)
Source configWindowSelect a configured window
Source configFilterNo filter (default)
Boolean
Enum
Null (*1)
String
Threshold filter
ThresholdThreshold typeFixed threshold
Dynamic threshold
Monotonic threshold
Threshold✅(*2)OperatorLess than
Less than or equal
Equal
Not equal
Greater than
Greater than or equal
ThresholdValueSpecify numeric value to validate threshold on

*1 Only applicable for nullable columns.

*2 Only applicable for Fixed thresholds.

Configuration details

Source field(s)

Select the numeric source field(s) you want to calculate the metric on.

Optionally, you can Select all to select all available source fields.

**Numeric** Validator configuration wizard - Source field(s).

Numeric Validator configuration wizard - Source field(s).