agg

package
v1.0.45 Latest Latest
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 Go to latest Published: Apr 15, 2022 License: BSD-3-Clause Imports: 9 Imported by: 115

Documentation

Overview

Package agg provides aggregation functions operating on IdxView indexed views of etable.Table data, along with standard AggFunc functions that can be used at any level of aggregation from etensor on up.

The main functions use names to specify columns, and *Idx and *Try versions are available that operate on column indexes and return errors, respectively.

Index

Constants

This section is empty.

Variables

View Source 
var DescAggs = []Aggs{AggCount, AggMean, AggStd, AggSem, AggMin, AggQ1, AggMedian, AggQ3, AggMax}

DescAggs are all the standard aggregates

View Source 
var DescAggsND = []Aggs{AggCount, AggMean, AggStd, AggSem, AggMin, AggMax}

DescAggsND are all the standard aggregates for n-dimensional (n > 1) data -- cannot do quantiles

View Source 
var KiT_Aggs = kit.Enums.AddEnum(AggsN, kit.NotBitFlag, nil)

Functions

func Agg 

func Agg(ix *etable.IdxView, colNm string, ag Aggs) []float64

Agg returns aggregate according to given agg type applied to all non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. valid names are: Count, Sum, Var, Std, Sem, VarPop, StdPop, SemPop, Min, Max, SumSq (case insensitive) If name not found, nil is returned -- use Try version for error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func AggIdx 

func AggIdx(ix *etable.IdxView, colIdx int, ag Aggs) []float64

AggIdx returns aggregate according to given agg type applied to all non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column index. valid names are: Count, Sum, Var, Std, Sem, VarPop, StdPop, SemPop, Min, Max, SumSq, 25%, 1Q, Median, 50%, 2Q, 75%, 3Q (case insensitive) Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func AggTry 

func AggTry(ix *etable.IdxView, colNm string, ag Aggs) ([]float64, error)

AggTry returns aggregate according to given agg type applied to all non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. valid names are: Count, Sum, Var, Std, Sem, VarPop, StdPop, SemPop, Min, Max, SumSq (case insensitive) If col name not found, returns error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func AggsName 

func AggsName(ag Aggs) string

AggsName returns the name of the Aggs varaible without the Agg prefix..

func Count 

func Count(ix *etable.IdxView, colNm string) []float64

Count returns the count of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, nil is returned -- use Try version for error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func CountFunc 

func CountFunc(idx int, val float64, ag float64) float64

CountFunc is an AggFunc that computes number of elements (non-Null, non-NaN) Use 0 as initial value.

func CountIdx 

func CountIdx(ix *etable.IdxView, colIdx int) []float64

CountIdx returns the count of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column index. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func CountIf 

func CountIf(ix *etable.IdxView, colNm string, iffun IfFunc) []float64

CountIf returns the count of true return values for given IfFunc on non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, nil is returned -- use Try version for error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func CountIfIdx 

func CountIfIdx(ix *etable.IdxView, colIdx int, iffun IfFunc) []float64

CountIfIdx returns the count of true return values for given IfFunc on non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column index. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func CountIfTry 

func CountIfTry(ix *etable.IdxView, colNm string, iffun IfFunc) ([]float64, error)

CountIfTry returns the count of true return values for given IfFunc on non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, returns error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func CountTry 

func CountTry(ix *etable.IdxView, colNm string) ([]float64, error)

CountTry returns the count of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, returns error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func Desc 

func Desc(ix *etable.IdxView, colNm string) *etable.Table

Desc returns a table of standard descriptive aggregates of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, nil is returned -- use Try version for error message.

func DescAll 

func DescAll(ix *etable.IdxView) *etable.Table

DescAll returns a table of standard descriptive aggregates for all numeric columns in given table, operating over all non-Null, non-NaN elements in each column.

func DescIdx 

func DescIdx(ix *etable.IdxView, colIdx int) *etable.Table

DescIdx returns a table of standard descriptive aggregates of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column index.

func DescTry 

func DescTry(ix *etable.IdxView, colNm string) (*etable.Table, error)

Desc returns a table of standard descriptive aggregate aggs of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, returns error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func Max 

func Max(ix *etable.IdxView, colNm string) []float64

Max returns the maximum of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, nil is returned -- use Try version for error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func MaxFunc 

func MaxFunc(idx int, val float64, ag float64) float64

MaxFunc is an AggFunc that computes a max aggregate. use -math.MaxFloat64 for initial agg value.

func MaxIdx 

func MaxIdx(ix *etable.IdxView, colIdx int) []float64

MaxIdx returns the maximum of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column index. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func MaxTry 

func MaxTry(ix *etable.IdxView, colNm string) ([]float64, error)

MaxTry returns the maximum of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, returns error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func Mean 

func Mean(ix *etable.IdxView, colNm string) []float64

Mean returns the mean of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, nil is returned -- use Try version for error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func MeanIdx 

func MeanIdx(ix *etable.IdxView, colIdx int) []float64

MeanIdx returns the mean of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column index. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func MeanTables added in v1.0.44 

func MeanTables(dts []*etable.Table) *etable.Table

MeanTables returns an etable.Table with the mean values across all float columns of the input tables, which must have the same columns but not necessarily the same number of rows.

func MeanTry 

func MeanTry(ix *etable.IdxView, colNm string) ([]float64, error)

MeanTry returns the mean of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, returns error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func Median 

func Median(ix *etable.IdxView, colNm string) []float64

Median returns the median of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, nil is returned -- use Try version for error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func MedianIdx 

func MedianIdx(ix *etable.IdxView, colIdx int) []float64

MedianIdx returns the median of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column index. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func MedianTry 

func MedianTry(ix *etable.IdxView, colNm string) ([]float64, error)

MedianTry returns the median of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, returns error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func Min 

func Min(ix *etable.IdxView, colNm string) []float64

Min returns the minimum of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, nil is returned -- use Try version for error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func MinFunc 

func MinFunc(idx int, val float64, ag float64) float64

MinFunc is an AggFunc that computes a min aggregate. use math.MaxFloat64 for initial agg value.

func MinIdx 

func MinIdx(ix *etable.IdxView, colIdx int) []float64

MinIdx returns the minimum of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column index. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func MinTry 

func MinTry(ix *etable.IdxView, colNm string) ([]float64, error)

MinTry returns the minimum of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, returns error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func PctIf 

func PctIf(ix *etable.IdxView, colNm string, iffun IfFunc) []float64

PctIf returns the percentage (0-100) of true return values for given IfFunc on non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, nil is returned -- use Try version for error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func PctIfIdx 

func PctIfIdx(ix *etable.IdxView, colIdx int, iffun IfFunc) []float64

PctIfIdx returns the percentage (0-100) of true return values for given IfFunc on non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column index. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func PctIfTry 

func PctIfTry(ix *etable.IdxView, colNm string, iffun IfFunc) ([]float64, error)

PctIfTry returns the percentage (0-100) of true return values for given IfFunc on non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, returns error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func Prod 

func Prod(ix *etable.IdxView, colNm string) []float64

Prod returns the product of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, nil is returned -- use Try version for error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func ProdFunc 

func ProdFunc(idx int, val float64, ag float64) float64

Prodfunc is an AggFunc that computes a product aggregate. use 1 as initial value.

func ProdIdx 

func ProdIdx(ix *etable.IdxView, colIdx int) []float64

ProdIdx returns the product of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column index. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func ProdTry 

func ProdTry(ix *etable.IdxView, colNm string) ([]float64, error)

ProdTry returns the product of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, returns error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func PropIf 

func PropIf(ix *etable.IdxView, colNm string, iffun IfFunc) []float64

PropIf returns the proportion (0-1) of true return values for given IfFunc on non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, nil is returned -- use Try version for error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func PropIfIdx 

func PropIfIdx(ix *etable.IdxView, colIdx int, iffun IfFunc) []float64

PropIfIdx returns the proportion (0-1) of true return values for given IfFunc on non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column index. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func PropIfTry 

func PropIfTry(ix *etable.IdxView, colNm string, iffun IfFunc) ([]float64, error)

PropIfTry returns the proportion (0-1) of true return values for given IfFunc on non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, returns error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func Q1 

func Q1(ix *etable.IdxView, colNm string) []float64

Q1 returns the first quartile of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, nil is returned -- use Try version for error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func Q1Idx 

func Q1Idx(ix *etable.IdxView, colIdx int) []float64

Q1Idx returns the first quartile of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column index. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func Q1Try 

func Q1Try(ix *etable.IdxView, colNm string) ([]float64, error)

Q1Try returns the first quartile of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, returns error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func Q3 

func Q3(ix *etable.IdxView, colNm string) []float64

Q3 returns the third quartile of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, nil is returned -- use Try version for error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func Q3Idx 

func Q3Idx(ix *etable.IdxView, colIdx int) []float64

Q3Idx returns the third quartile of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column index. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func Q3Try 

func Q3Try(ix *etable.IdxView, colNm string) ([]float64, error)

Q3Try returns the third quartile of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, returns error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func Quantiles 

func Quantiles(ix *etable.IdxView, colNm string, qs []float64) []float64

Quantiles returns the given quantile(s) of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, nil is returned -- use Try version for error message. Column must be a 1d Column -- returns nil for n-dimensional columns. qs are 0-1 values, 0 = min, 1 = max, .5 = median, etc. Uses linear interpolation. Because this requires a sort, it is more efficient to get as many quantiles as needed in one pass.

func QuantilesIdx 

func QuantilesIdx(ix *etable.IdxView, colIdx int, qs []float64) []float64

QuantilesIdx returns the given quantile(s) of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column index. Column must be a 1d Column -- returns nil for n-dimensional columns. qs are 0-1 values, 0 = min, 1 = max, .5 = median, etc. Uses linear interpolation. Because this requires a sort, it is more efficient to get as many quantiles as needed in one pass.

func QuantilesTry 

func QuantilesTry(ix *etable.IdxView, colNm string, qs []float64) ([]float64, error)

QuantilesTry returns the given quantile(s) of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name If name not found, error message is returned. Column must be a 1d Column -- returns nil for n-dimensional columns. qs are 0-1 values, 0 = min, 1 = max, .5 = median, etc. Uses linear interpolation. Because this requires a sort, it is more efficient to get as many quantiles as needed in one pass.

func Sem 

func Sem(ix *etable.IdxView, colNm string) []float64

Sem returns the sample standard error of the mean of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. Sample sem is normalized by 1/(n-1) -- see SemPop version for 1/n normalization. If name not found, nil is returned -- use Try version for error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func SemIdx 

func SemIdx(ix *etable.IdxView, colIdx int) []float64

SemIdx returns the sample standard error of the mean of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column index. Sample sem is normalized by 1/(n-1) -- see SemPop version for 1/n normalization. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func SemPop 

func SemPop(ix *etable.IdxView, colNm string) []float64

SemPop returns the standard error of the mean of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. population sem is normalized by 1/n -- see Var version for 1/(n-1) sample normalization. If name not found, nil is returned -- use Try version for error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func SemPopIdx 

func SemPopIdx(ix *etable.IdxView, colIdx int) []float64

SemPopIdx returns the population standard error of the mean of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column index. population sem is normalized by 1/n -- see Var version for 1/(n-1) sample normalization. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func SemPopTry 

func SemPopTry(ix *etable.IdxView, colNm string) ([]float64, error)

SemPopTry returns the standard error of the mean of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. population sem is normalized by 1/n -- see Var version for 1/(n-1) sample normalization. If name not found, returns error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func SemTry 

func SemTry(ix *etable.IdxView, colNm string) ([]float64, error)

SemTry returns the sample standard error of the mean of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. Sample sem is normalized by 1/(n-1) -- see SemPop version for 1/n normalization. If name not found, returns error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func Std 

func Std(ix *etable.IdxView, colNm string) []float64

Std returns the sample std deviation of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. Sample std deviation is normalized by 1/(n-1) -- see StdPop version for 1/n normalization. If name not found, nil is returned -- use Try version for error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func StdIdx 

func StdIdx(ix *etable.IdxView, colIdx int) []float64

StdIdx returns the sample std deviation of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column index. Sample std deviation is normalized by 1/(n-1) -- see StdPop version for 1/n normalization. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func StdPop 

func StdPop(ix *etable.IdxView, colNm string) []float64

StdPop returns the population std deviation of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. population std dev is normalized by 1/n -- see Var version for 1/(n-1) sample normalization. If name not found, nil is returned -- use Try version for error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func StdPopIdx 

func StdPopIdx(ix *etable.IdxView, colIdx int) []float64

StdPopIdx returns the population std deviation of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column index. population std dev is normalized by 1/n -- see Var version for 1/(n-1) sample normalization. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func StdPopTry 

func StdPopTry(ix *etable.IdxView, colNm string) ([]float64, error)

StdPopTry returns the population std deviation of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. population std dev is normalized by 1/n -- see Var version for 1/(n-1) sample normalization. If name not found, returns error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func StdTry 

func StdTry(ix *etable.IdxView, colNm string) ([]float64, error)

StdTry returns the sample std deviation of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. Sample std deviation is normalized by 1/(n-1) -- see StdPop version for 1/n normalization. If name not found, returns error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func Sum 

func Sum(ix *etable.IdxView, colNm string) []float64

Sum returns the sum of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, nil is returned -- use Try version for error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func SumFunc 

func SumFunc(idx int, val float64, ag float64) float64

SumFunc is an AggFunc that computes a sum aggregate. use 0 as initial value.

func SumIdx 

func SumIdx(ix *etable.IdxView, colIdx int) []float64

SumIdx returns the sum of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column index. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func SumSq 

func SumSq(ix *etable.IdxView, colNm string) []float64

SumSq returns the sum-of-squares of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, nil is returned -- use Try version for error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func SumSqFunc 

func SumSqFunc(idx int, val float64, ag float64) float64

SumSqFunc is an AggFunc that computes a sum-of-squares aggregate. use 0 as initial value.

func SumSqIdx 

func SumSqIdx(ix *etable.IdxView, colIdx int) []float64

SumSqIdx returns the sum-of-squares of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column index. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func SumSqTry 

func SumSqTry(ix *etable.IdxView, colNm string) ([]float64, error)

SumSqTry returns the sum-of-squares of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, returns error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func SumTry 

func SumTry(ix *etable.IdxView, colNm string) ([]float64, error)

SumTry returns the sum of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. If name not found, returns error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func Var 

func Var(ix *etable.IdxView, colNm string) []float64

Var returns the sample variance of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. Sample variance is normalized by 1/(n-1) -- see VarPop version for 1/n normalization. If name not found, nil is returned -- use Try version for error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func VarIdx 

func VarIdx(ix *etable.IdxView, colIdx int) []float64

VarIdx returns the sample variance of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column index. Sample variance is normalized by 1/(n-1) -- see VarPop version for 1/n normalization. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func VarPop 

func VarPop(ix *etable.IdxView, colNm string) []float64

VarPop returns the population variance of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. population variance is normalized by 1/n -- see Var version for 1/(n-1) sample normalization. If name not found, nil is returned -- use Try version for error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func VarPopIdx 

func VarPopIdx(ix *etable.IdxView, colIdx int) []float64

VarPopIdx returns the population variance of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column index. population variance is normalized by 1/n -- see Var version for 1/(n-1) sample normalization. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func VarPopTry 

func VarPopTry(ix *etable.IdxView, colNm string) ([]float64, error)

VarPopTry returns the population variance of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. population variance is normalized by 1/n -- see Var version for 1/(n-1) sample normalization. If name not found, returns error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

func VarTry 

func VarTry(ix *etable.IdxView, colNm string) ([]float64, error)

VarTry returns the sample variance of non-Null, non-NaN elements in given IdxView indexed view of an etable.Table, for given column name. Sample variance is normalized by 1/(n-1) -- see VarPop version for 1/n normalization. If name not found, returns error message. Return value is size of each column cell -- 1 for scalar 1D columns and N for higher-dimensional columns.

Types

type Aggs 

type Aggs int

Aggs is a list of different standard aggregation functions, which can be used to choose an aggregation function 

const (
	// Count of number of elements
	AggCount Aggs = iota

	// Sum of elements
	AggSum

	// Product of elements
	AggProd

	// Min minimum value
	AggMin

	// Max maximum value
	AggMax

	// Mean mean value
	AggMean

	// Var sample variance (squared diffs from mean, divided by n-1)
	AggVar

	// Std sample standard deviation (sqrt of Var)
	AggStd

	// Sem sample standard error of the mean (Std divided by sqrt(n))
	AggSem

	// VarPop population variance (squared diffs from mean, divided by n)
	AggVarPop

	// StdPop population standard deviation (sqrt of VarPop)
	AggStdPop

	// SemPop population standard error of the mean (StdPop divided by sqrt(n))
	AggSemPop

	// Median middle value in sorted ordering
	AggMedian

	// Q1 first quartile = 25%ile value = .25 quantile value
	AggQ1

	// Q3 third quartile = 75%ile value = .75 quantile value
	AggQ3

	// SumSq sum of squares
	AggSumSq

	AggsN
)

func (*Aggs) FromString 

func (i *Aggs) FromString(s string) error

func (Aggs) MarshalJSON 

func (ev Aggs) MarshalJSON() ([]byte, error)

func (Aggs) String 

func (i Aggs) String() string

func (*Aggs) UnmarshalJSON 

func (ev *Aggs) UnmarshalJSON(b []byte) error

type IdxViewAggFunc 

type IdxViewAggFunc func(ix *etable.IdxView, colIdx int) []float64

IdxViewAggFunc is an aggregation function operating on IdxView, taking a column name arg

type IdxViewAggFuncIdx 

type IdxViewAggFuncIdx func(ix *etable.IdxView, colIdx int) []float64

IdxViewAggFuncIdx is an aggregation function operating on IdxView, taking a column index arg

type IdxViewAggFuncTry 

type IdxViewAggFuncTry func(ix *etable.IdxView, colIdx int) ([]float64, error)

IdxViewAggFuncTry is an aggregation function operating on IdxView, taking a column name arg, returning an error message

type IfFunc 

type IfFunc func(idx int, val float64) bool

IfFunc is used for the *If aggregators -- counted if it returns true

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