Aggregation API#

Pass AggregateFn objects to Dataset.aggregate() or Dataset.groupby().aggregate() to compute aggregations.

AggregateFnV2

Provides an interface to implement efficient aggregations to be applied to the dataset.

AggregateFn

NOTE: THIS IS DEPRECATED, PLEASE USE AggregateFnV2 INSTEAD

Count

Defines count aggregation.

Sum

Defines sum aggregation.

Min

Defines min aggregation.

Max

Defines max aggregation.

Mean

Defines mean aggregation.

Std

Defines standard deviation aggregation.

AbsMax

Defines absolute max aggregation.

Quantile

Defines Quantile aggregation.

Unique

Defines unique aggregation.