Tasks

• Base task classes (dqa.tasks.tasks)
  • dqa.tasks.tasks.Task
  • dqa.tasks.tasks.GeneratorTask
• Data filtering task classes (dqa.tasks.data_filtering)
  • dqa.tasks.data_filtering.CleanEmpty
  • dqa.tasks.data_filtering.EnsureDataRows
  • dqa.tasks.data_filtering.FirstOfEachKey
  • dqa.tasks.data_filtering.MeasurementReduction
  • dqa.tasks.data_filtering.RemoveByMetadataValue
  • dqa.tasks.data_filtering.RemoveEntriesByCondition
  • dqa.tasks.data_filtering.RemoveMeasurementsByCondition
  • dqa.tasks.data_filtering.RemoveMultiples
  • dqa.tasks.data_filtering.RemoveRowsRegex
  • dqa.tasks.data_filtering.RestrictDatasets
  • dqa.tasks.data_filtering.RestrictMachines
  • dqa.tasks.data_filtering.RestrictMeasurements
  • dqa.tasks.data_filtering.RestrictToDataRows
  • dqa.tasks.data_filtering.RestrictToMeasurementsWithExisting
  • dqa.tasks.data_filtering.RestrictToNonNan
  • dqa.tasks.data_filtering.RestrictToValidRange
• Data structure task classes (dqa.tasks.data_structure)
  • dqa.tasks.data_structure.ConcatMeasurements
  • dqa.tasks.data_structure.ConcatenateRows
  • dqa.tasks.data_structure.CopyDataRows
  • dqa.tasks.data_structure.CopyDataset
  • dqa.tasks.data_structure.Create
  • dqa.tasks.data_structure.CreateDataRow
  • dqa.tasks.data_structure.DataToMetadata
  • dqa.tasks.data_structure.Interleave
  • dqa.tasks.data_structure.Join
  • dqa.tasks.data_structure.JoinDatasets
  • dqa.tasks.data_structure.JoinMachines
  • dqa.tasks.data_structure.JoinMeasurementsByKey
  • dqa.tasks.data_structure.MachinesToDataRows
  • dqa.tasks.data_structure.Metadata
  • dqa.tasks.data_structure.MetadataArrayToDict
  • dqa.tasks.data_structure.MetadataDefaultValue
  • dqa.tasks.data_structure.MetadataToData
  • dqa.tasks.data_structure.Move
  • dqa.tasks.data_structure.RearrangeDatasetByRowNames
  • dqa.tasks.data_structure.RemoveRows
  • dqa.tasks.data_structure.Rename
  • dqa.tasks.data_structure.RenameRowMetadata
  • dqa.tasks.data_structure.RowValuesToMachineNames
  • dqa.tasks.data_structure.Split
  • dqa.tasks.data_structure.Split2DArray
  • dqa.tasks.data_structure.SplitMeasurementsByIndex
  • dqa.tasks.data_structure.SplitMeasurementsBySize
  • dqa.tasks.data_structure.Stack
  • dqa.tasks.data_structure.Stack2D
  • dqa.tasks.data_structure.SubstituteNamesRegex
• Feedback task classes (dqa.tasks.feedback)
  • dqa.tasks.feedback.Accuracy
  • dqa.tasks.feedback.ConsequentIdenticalValuesList
  • dqa.tasks.feedback.ConsequentIdenticalValuesRate
  • dqa.tasks.feedback.MissingDataRatio
  • dqa.tasks.feedback.RMSE
  • dqa.tasks.feedback.RowFeedbackTask
  • dqa.tasks.feedback.ValueCount
  • dqa.tasks.feedback.ZScoreOutlierRatio
• Machine learning interface tasks (dqa.tasks.ml)
  • dqa.tasks.ml.BalanceClassificationTrainingSet
  • dqa.tasks.ml.CategoryToOneHot
  • dqa.tasks.ml.LabelExtractionTask
  • dqa.tasks.ml.LabelsByRanges
  • dqa.tasks.ml.Prediction
  • dqa.tasks.ml.RandomizeAndSubsample
  • dqa.tasks.ml.TrainTestSplit
  • dqa.tasks.ml.Training
  • dqa.tasks.ml.UniqueLabels
• Time series processing tasks (dqa.tasks.time_series)
  • dqa.tasks.time_series.ComputeTimestamps
  • dqa.tasks.time_series.ConstantValuesIntervals
  • dqa.tasks.time_series.FilterIntervalList
  • dqa.tasks.time_series.IntervalCoverageScore
  • dqa.tasks.time_series.IntervalIndicator
  • dqa.tasks.time_series.IntervalListDifference
  • dqa.tasks.time_series.MergeSmallTimeGaps
  • dqa.tasks.time_series.PandasDataFrameTask
  • dqa.tasks.time_series.PandasSeriesTask
  • dqa.tasks.time_series.ResampleByTime
  • dqa.tasks.time_series.SortIntervals
  • dqa.tasks.time_series.SplitByGaps
  • dqa.tasks.time_series.SplitByIntervals
  • dqa.tasks.time_series.SplitMeasurementsByTimeGap
  • dqa.tasks.time_series.WindowSplit
  • dqa.tasks.time_series.WindowSplitBySamplingTime
• Data transformation task classes (dqa.tasks.transformations)
  • Data conversion tasks
  • Elementary transformation tasks
  • General transformation tasks
  • Index-wise transformation tasks
  • Wrapper tasks