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