aggregate

Type Members

1. case class AggregateExpression(aggregateFunction: AggregateFunction, mode: AggregateMode, isDistinct: Boolean, resultId: ExprId) extends Expression with Unevaluable with Product with Serializable

   A container for an AggregateFunction with its AggregateMode and a field (isDistinct) indicating if DISTINCT keyword is specified for this function.

2. abstract class AggregateFunction extends Expression

   AggregateFunction is the superclass of two aggregation function interfaces:

3. sealed trait AggregateMode extends AnyRef

   The mode of an AggregateFunction.

4. case class ApproximatePercentile(child: Expression, percentageExpression: Expression, accuracyExpression: Expression, mutableAggBufferOffset: Int, inputAggBufferOffset: Int) extends TypedImperativeAggregate[PercentileDigest] with ImplicitCastInputTypes with Product with Serializable

   The ApproximatePercentile function returns the approximate percentile(s) of a column at the given percentage(s).

5. case class Average(child: Expression) extends DeclarativeAggregate with ImplicitCastInputTypes with Product with Serializable

   Annotations

   @ExpressionDescription()

6. abstract class CentralMomentAgg extends DeclarativeAggregate with ImplicitCastInputTypes

   A central moment is the expected value of a specified power of the deviation of a random variable from the mean.

7. abstract class Collect[T <: Growable[Any] with Iterable[Any]] extends TypedImperativeAggregate[T]

   A base class for collect_list and collect_set aggregate functions.

8. case class CollectList(child: Expression, mutableAggBufferOffset: Int = 0, inputAggBufferOffset: Int = 0) extends Collect[ArrayBuffer[Any]] with Product with Serializable

   Collect a list of elements.

9. case class CollectSet(child: Expression, mutableAggBufferOffset: Int = 0, inputAggBufferOffset: Int = 0) extends Collect[HashSet[Any]] with Product with Serializable

   Collect a set of unique elements.

10. case class Corr(x: Expression, y: Expression) extends DeclarativeAggregate with ImplicitCastInputTypes with Product with Serializable

    Compute Pearson correlation between two expressions.

11. case class Count(children: Seq[Expression]) extends DeclarativeAggregate with Product with Serializable

    Annotations

    @ExpressionDescription()

12. case class CountMinSketchAgg(child: Expression, epsExpression: Expression, confidenceExpression: Expression, seedExpression: Expression, mutableAggBufferOffset: Int, inputAggBufferOffset: Int) extends TypedImperativeAggregate[CountMinSketch] with ExpectsInputTypes with Product with Serializable

    This function returns a count-min sketch of a column with the given esp, confidence and seed.

13. case class CovPopulation(left: Expression, right: Expression) extends Covariance with Product with Serializable

    Annotations

    @ExpressionDescription()

14. case class CovSample(left: Expression, right: Expression) extends Covariance with Product with Serializable

    Annotations

    @ExpressionDescription()

15. abstract class Covariance extends DeclarativeAggregate with ImplicitCastInputTypes

    Compute the covariance between two expressions.

16. abstract class DeclarativeAggregate extends AggregateFunction with Serializable with Unevaluable

    API for aggregation functions that are expressed in terms of Catalyst expressions.

17. case class First(child: Expression, ignoreNullsExpr: Expression) extends DeclarativeAggregate with ExpectsInputTypes with Product with Serializable

    Returns the first value of child for a group of rows.

18. case class HyperLogLogPlusPlus(child: Expression, relativeSD: Double = 0.05, mutableAggBufferOffset: Int = 0, inputAggBufferOffset: Int = 0) extends ImperativeAggregate with Product with Serializable

    HyperLogLog++ (HLL++) is a state of the art cardinality estimation algorithm.

19. abstract class ImperativeAggregate extends AggregateFunction with CodegenFallback

    API for aggregation functions that are expressed in terms of imperative initialize(), update(), and merge() functions which operate on Row-based aggregation buffers.

20. case class Kurtosis(child: Expression) extends CentralMomentAgg with Product with Serializable

    Annotations

    @ExpressionDescription()

21. case class Last(child: Expression, ignoreNullsExpr: Expression) extends DeclarativeAggregate with ExpectsInputTypes with Product with Serializable

    Returns the last value of child for a group of rows.

22. case class Max(child: Expression) extends DeclarativeAggregate with Product with Serializable

    Annotations

    @ExpressionDescription()

23. case class Min(child: Expression) extends DeclarativeAggregate with Product with Serializable

    Annotations

    @ExpressionDescription()

24. case class Percentile(child: Expression, percentageExpression: Expression, frequencyExpression: Expression, mutableAggBufferOffset: Int = 0, inputAggBufferOffset: Int = 0) extends TypedImperativeAggregate[OpenHashMap[AnyRef, Long]] with ImplicitCastInputTypes with Product with Serializable

    The Percentile aggregate function returns the exact percentile(s) of numeric column expr at the given percentage(s) with value range in [0.

25. case class PivotFirst(pivotColumn: Expression, valueColumn: Expression, pivotColumnValues: Seq[Any], mutableAggBufferOffset: Int = 0, inputAggBufferOffset: Int = 0) extends ImperativeAggregate with Product with Serializable

    PivotFirst is an aggregate function used in the second phase of a two phase pivot to do the required rearrangement of values into pivoted form.

26. case class Skewness(child: Expression) extends CentralMomentAgg with Product with Serializable

    Annotations

    @ExpressionDescription()

27. case class StddevPop(child: Expression) extends CentralMomentAgg with Product with Serializable

    Annotations

    @ExpressionDescription()

28. case class StddevSamp(child: Expression) extends CentralMomentAgg with Product with Serializable

    Annotations

    @ExpressionDescription()

29. case class Sum(child: Expression) extends DeclarativeAggregate with ImplicitCastInputTypes with Product with Serializable

    Annotations

    @ExpressionDescription()

30. abstract class TypedImperativeAggregate[T] extends ImperativeAggregate

    Aggregation function which allows **arbitrary** user-defined java object to be used as internal aggregation buffer.

31. case class VariancePop(child: Expression) extends CentralMomentAgg with Product with Serializable

    Annotations

    @ExpressionDescription()

32. case class VarianceSamp(child: Expression) extends CentralMomentAgg with Product with Serializable

    Annotations

    @ExpressionDescription()