Uses of Class
ai.rapids.cudf.ReductionAggregation
Packages that use ReductionAggregation
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Uses of ReductionAggregation in ai.rapids.cudf
Methods in ai.rapids.cudf that return ReductionAggregationModifier and TypeMethodDescriptionstatic ReductionAggregation
ReductionAggregation.all()
All reduction.static ReductionAggregation
ReductionAggregation.any()
Any reduction.static ReductionAggregation
ReductionAggregation.bitAnd()
Bitwise AND aggregation, computing the bitwise AND of all non-null values.static ReductionAggregation
ReductionAggregation.bitOr()
Bitwise OR aggregation, computing the bitwise OR of all non-null values.static ReductionAggregation
ReductionAggregation.bitXor()
Bitwise XOR aggregation, computing the bitwise XOR of all non-null values.static ReductionAggregation
ReductionAggregation.collectList()
static ReductionAggregation
ReductionAggregation.collectList
(NullPolicy nullPolicy) Collect the values into a list.static ReductionAggregation
ReductionAggregation.collectSet()
Collect the values into a set.static ReductionAggregation
ReductionAggregation.collectSet
(NullPolicy nullPolicy, NullEquality nullEquality, NaNEquality nanEquality) Collect the values into a set.static ReductionAggregation
ReductionAggregation.createTDigest
(int delta) tDigest reduction.static ReductionAggregation
ReductionAggregation.histogram()
Create HistogramAggregation, computing the frequencies for each unique row.static ReductionAggregation
ReductionAggregation.hostUDF
(HostUDFWrapper wrapper) Execute a reduction using a host-side user-defined function (UDF).static ReductionAggregation
ReductionAggregation.max()
Max Aggregationstatic ReductionAggregation
ReductionAggregation.mean()
Arithmetic mean reduction.static ReductionAggregation
ReductionAggregation.median()
Median reduction.static ReductionAggregation
ReductionAggregation.mergeHistogram()
Create MergeHistogramAggregation, to merge multiple histograms.static ReductionAggregation
ReductionAggregation.mergeLists()
Merge the partial lists produced by multiple CollectListAggregations.static ReductionAggregation
ReductionAggregation.mergeSets()
Merge the partial sets produced by multiple CollectSetAggregations.static ReductionAggregation
ReductionAggregation.mergeSets
(NullEquality nullEquality, NaNEquality nanEquality) Merge the partial sets produced by multiple CollectSetAggregations.static ReductionAggregation
ReductionAggregation.mergeTDigest
(int delta) tDigest merge reduction.static ReductionAggregation
ReductionAggregation.min()
Min Aggregationstatic ReductionAggregation
ReductionAggregation.nth
(int offset) Get the nth, non-null, element in a group.static ReductionAggregation
ReductionAggregation.nth
(int offset, NullPolicy nullPolicy) Get the nth element in a group.static ReductionAggregation
ReductionAggregation.nunique()
Number of unique, non-null, elements.static ReductionAggregation
ReductionAggregation.nunique
(NullPolicy nullPolicy) Number of unique elements.static ReductionAggregation
ReductionAggregation.product()
Product Aggregation.static ReductionAggregation
ReductionAggregation.quantile
(double... quantiles) Aggregate to compute the specified quantiles.static ReductionAggregation
ReductionAggregation.quantile
(QuantileMethod method, double... quantiles) Aggregate to compute various quantiles.static ReductionAggregation
ReductionAggregation.standardDeviation()
Standard deviation aggregation with 1 as the delta degrees of freedom.static ReductionAggregation
ReductionAggregation.standardDeviation
(int ddof) Standard deviation aggregation.static ReductionAggregation
ReductionAggregation.sum()
Sum Aggregationstatic ReductionAggregation
ReductionAggregation.sumOfSquares()
Sum of squares reduction.static ReductionAggregation
ReductionAggregation.variance()
Variance aggregation with 1 as the delta degrees of freedom.static ReductionAggregation
ReductionAggregation.variance
(int ddof) Variance aggregation.Methods in ai.rapids.cudf with parameters of type ReductionAggregationModifier and TypeMethodDescriptionColumnView.reduce
(ReductionAggregation aggregation) Computes the reduction of the values in all rows of a column.ColumnView.reduce
(ReductionAggregation aggregation, DType outType) Computes the reduction of the values in all rows of a column.