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object SingleMetricCheck extends Serializable

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  1. final def !=(arg0: Any): Boolean
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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. final def eq(arg0: AnyRef): Boolean
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  11. final def getClass(): Class[_]
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  13. final def isInstanceOf[T0]: Boolean
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  15. final def notify(): Unit
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  16. final def notifyAll(): Unit
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  17. 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

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

  20. def toString(): String
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  23. final def wait(arg0: Long): Unit
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