SingleMetricCheck

Value Members

1. final def !=(arg0: Any): Boolean

   

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2. final def ##(): Int

   

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3. final def ==(arg0: Any): Boolean

   

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4. final def asInstanceOf[T0]: T0

   

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5. def clone(): AnyRef

   

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6. def complianceCheck(threshold: AbsoluteThreshold[Double], complianceFn: ComplianceFn, filter: MetricFilter = MetricFilter.noFilter): SingleMetricCheck[DoubleMetric]

   

   Checks the fraction of rows that are compliant with the given complianceFn

   Checks the fraction of rows that are compliant with the given complianceFn

   threshold

   - the threshold for what fraction of rows is acceptable

   complianceFn

   - the function rows are tested with to see if they are compliant

   filter

   - the filter that is applied before the compliance fraction is calculated

7. def distinctValuesCheck(threshold: AbsoluteThreshold[Long], onColumns: List[String], filter: MetricFilter = MetricFilter.noFilter): SingleMetricCheck[LongMetric]

   

   Checks the number of distinct values across the given columns

   Checks the number of distinct values across the given columns

   threshold

   - the threshold for what number of distinct values is acceptable

   onColumns

   - the columns to check for distinct values in

   filter

   - the filter that is applied before the distinct value count is done

8. def distinctnessCheck(threshold: AbsoluteThreshold[Double], onColumns: List[String], filter: MetricFilter = MetricFilter.noFilter): SingleMetricCheck[DoubleMetric]

   

   Checks the distinctness level of values across the given columns (result of 1 means every value is distinct)

   Checks the distinctness level of values across the given columns (result of 1 means every value is distinct)

   threshold

   - the threshold for what number of distinct values is acceptable

   onColumns

   - the columns to check for distinct values in

   filter

   - the filter that is applied before the distinct value count is done

9. final def eq(arg0: AnyRef): Boolean

   

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10. def equals(arg0: Any): Boolean

    

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11. def finalize(): Unit

    

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12. final def getClass(): Class[_]

    

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13. def hashCode(): Int

    

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14. final def isInstanceOf[T0]: Boolean

    

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15. final def ne(arg0: AnyRef): Boolean

    

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16. final def notify(): Unit

    

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17. final def notifyAll(): Unit

    

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18. def sizeCheck(threshold: AbsoluteThreshold[Long], filter: MetricFilter = MetricFilter.noFilter): SingleMetricCheck[LongMetric]

    

    Checks the count of rows in a dataset after the given filter is applied is within the given threshold

    Checks the count of rows in a dataset after the given filter is applied is within the given threshold

    filter

    - filter to be applied before rows are counted

19. final def synchronized[T0](arg0: ⇒ T0): T0

    

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20. def thresholdBasedCheck[MV <: MetricValue](metricDescriptor: MetricDescriptor { type MetricType = MV }, description: String, threshold: AbsoluteThreshold[SingleMetricCheck.thresholdBasedCheck.MV.T]): SingleMetricCheck[MV]

    

    A check based on a single metric that checks if that metric is within the given threshold

    A check based on a single metric that checks if that metric is within the given threshold

    MV

    - the type of the MetricValue that will be calculated in order to complete this check

    metricDescriptor

    - describes the metric the check will be done on

    description

    - the user friendly description for this check

    threshold

    - the threshold that the metric must be within to pass

21. def toString(): String

    

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22. final def wait(): Unit

    

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23. final def wait(arg0: Long, arg1: Int): Unit

    

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24. final def wait(arg0: Long): Unit

    

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