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Version: 2.0.0

Operations

AllOkA boolean criteria that selects rows where every boolean classifier passes (True).
AnyFailedA boolean criteria that selects rows where at least one boolean classifier fails (False).
BoolCriteriaAbstract base for criteria over boolean classifier verdicts.
CategoryCriteriaAbstract base for criteria over a categorizer's bin assignments.
CriteriaSelects rows for a Filter, Select or Fail operator.
CriteriaOperatorAn operator that uses a criteria to select records.
EnrichAn operator that appends each classifier's verdict column to the target table.
FailAn operator that fails (aborts) the current transaction when the rows selected by criteria reach threshold.
FilterAn operator that removes the rows selected by criteria from the target table.
InBinsA category criteria that selects rows whose bin is one of the given bins.
NotInBinsA category criteria that selects rows whose bin is not among the given bins.
OperatorAbstract base class for all data quality operators.
PercentThresholdA Fail threshold expressed as a percentage of the table's rows.
RowCountThresholdA Fail threshold expressed as an absolute number of rows.
SelectAn operator that copies the rows selected by criteria to another table, leaving the target table unchanged.
SummaryAn operator that writes a data quality summary (one row per classifier: verdict tallies, or bin counts for a categorizer) to a table.
TagOperatorAn operator that is scoped to classifiers by tag.
ThresholdAbstract base class for the thresholds used by the Fail operator.