Enum Builtins

  • All Implemented Interfaces:
    Serializable, Comparable<Builtins>

    public enum Builtins
    extends Enum<Builtins>
    Enum to represent all builtin functions in the default name space. Each function is either native or implemented by a DML script. In case of DML script, these functions are loaded during parsing. As always, user-defined DML-bodied functions take precedence over all builtin functions. To add a new builtin script function, simply add the definition here as well as a dml file in scripts/builtin with a matching name. On building SystemDS, these scripts are packaged into the jar as well.
    • Enum Constant Detail

      • ABSTAIN

        public static final Builtins ABSTAIN
      • ACOS

        public static final Builtins ACOS
      • ALS_CG

        public static final Builtins ALS_CG
      • ALS_DS

        public static final Builtins ALS_DS
      • ALS_PREDICT

        public static final Builtins ALS_PREDICT
      • ALS_TOPK_PREDICT

        public static final Builtins ALS_TOPK_PREDICT
      • APPLY_PIPELINE

        public static final Builtins APPLY_PIPELINE
      • APPLY_SCHEMA

        public static final Builtins APPLY_SCHEMA
      • ARIMA

        public static final Builtins ARIMA
      • ASIN

        public static final Builtins ASIN
      • ATAN

        public static final Builtins ATAN
      • AUTOENCODER2LAYER

        public static final Builtins AUTOENCODER2LAYER
      • AVG_POOL

        public static final Builtins AVG_POOL
      • AVG_POOL_BACKWARD

        public static final Builtins AVG_POOL_BACKWARD
      • BATCH_NORM2D

        public static final Builtins BATCH_NORM2D
      • BATCH_NORM2D_BACKWARD

        public static final Builtins BATCH_NORM2D_BACKWARD
      • BIASADD

        public static final Builtins BIASADD
      • BIASMULT

        public static final Builtins BIASMULT
      • BANDIT

        public static final Builtins BANDIT
      • BITWAND

        public static final Builtins BITWAND
      • BITWOR

        public static final Builtins BITWOR
      • BITWXOR

        public static final Builtins BITWXOR
      • BITWSHIFTL

        public static final Builtins BITWSHIFTL
      • BITWSHIFTR

        public static final Builtins BITWSHIFTR
      • BIVAR

        public static final Builtins BIVAR
      • CAST_AS_BOOLEAN

        public static final Builtins CAST_AS_BOOLEAN
      • CAST_AS_DOUBLE

        public static final Builtins CAST_AS_DOUBLE
      • CAST_AS_FRAME

        public static final Builtins CAST_AS_FRAME
      • CAST_AS_INT

        public static final Builtins CAST_AS_INT
      • CAST_AS_LIST

        public static final Builtins CAST_AS_LIST
      • CAST_AS_MATRIX

        public static final Builtins CAST_AS_MATRIX
      • CAST_AS_SCALAR

        public static final Builtins CAST_AS_SCALAR
      • CBIND

        public static final Builtins CBIND
      • CEIL

        public static final Builtins CEIL
      • CHOLESKY

        public static final Builtins CHOLESKY
      • COL_COUNT_DISTINCT

        public static final Builtins COL_COUNT_DISTINCT
      • COLMAX

        public static final Builtins COLMAX
      • COLMEAN

        public static final Builtins COLMEAN
      • COLMIN

        public static final Builtins COLMIN
      • COLNAMES

        public static final Builtins COLNAMES
      • COLPROD

        public static final Builtins COLPROD
      • COLSD

        public static final Builtins COLSD
      • COLSUM

        public static final Builtins COLSUM
      • COLVAR

        public static final Builtins COLVAR
      • COMPONENTS

        public static final Builtins COMPONENTS
      • COMPRESS

        public static final Builtins COMPRESS
      • CONFUSIONMATRIX

        public static final Builtins CONFUSIONMATRIX
      • CONV2D

        public static final Builtins CONV2D
      • CONV2D_BACKWARD_FILTER

        public static final Builtins CONV2D_BACKWARD_FILTER
      • CONV2D_BACKWARD_DATA

        public static final Builtins CONV2D_BACKWARD_DATA
      • CORRECTTYPOS

        public static final Builtins CORRECTTYPOS
      • CORRECTTYPOSAPPLY

        public static final Builtins CORRECTTYPOSAPPLY
      • COSH

        public static final Builtins COSH
      • CSPLINE

        public static final Builtins CSPLINE
      • CSPLINE_CG

        public static final Builtins CSPLINE_CG
      • CSPLINE_DS

        public static final Builtins CSPLINE_DS
      • CUMMAX

        public static final Builtins CUMMAX
      • CUMMIN

        public static final Builtins CUMMIN
      • CUMPROD

        public static final Builtins CUMPROD
      • CUMSUM

        public static final Builtins CUMSUM
      • CUMSUMPROD

        public static final Builtins CUMSUMPROD
      • DBSCAN

        public static final Builtins DBSCAN
      • DBSCANAPPLY

        public static final Builtins DBSCANAPPLY
      • DECISIONTREE

        public static final Builtins DECISIONTREE
      • DECISIONTREEPREDICT

        public static final Builtins DECISIONTREEPREDICT
      • DECOMPRESS

        public static final Builtins DECOMPRESS
      • DEEPWALK

        public static final Builtins DEEPWALK
      • DETECTSCHEMA

        public static final Builtins DETECTSCHEMA
      • DENIALCONSTRAINTS

        public static final Builtins DENIALCONSTRAINTS
      • DIFFERENCESTATISTICS

        public static final Builtins DIFFERENCESTATISTICS
      • DIAG

        public static final Builtins DIAG
      • DISCOVER_FD

        public static final Builtins DISCOVER_FD
      • DISCOVER_MD

        public static final Builtins DISCOVER_MD
      • SETDIFF

        public static final Builtins SETDIFF
      • DIST

        public static final Builtins DIST
      • DROP_INVALID_TYPE

        public static final Builtins DROP_INVALID_TYPE
      • DROP_INVALID_LENGTH

        public static final Builtins DROP_INVALID_LENGTH
      • EIGEN

        public static final Builtins EIGEN
      • EXISTS

        public static final Builtins EXISTS
      • EXECUTE_PIPELINE

        public static final Builtins EXECUTE_PIPELINE
      • EVAL

        public static final Builtins EVAL
      • EVALLIST

        public static final Builtins EVALLIST
      • F1SCORE

        public static final Builtins F1SCORE
      • FIT_PIPELINE

        public static final Builtins FIT_PIPELINE
      • FIX_INVALID_LENGTHS

        public static final Builtins FIX_INVALID_LENGTHS
      • FIX_INVALID_LENGTHS_APPLY

        public static final Builtins FIX_INVALID_LENGTHS_APPLY
      • FFT_LINEARIZED

        public static final Builtins FFT_LINEARIZED
      • FF_TRAIN

        public static final Builtins FF_TRAIN
      • FF_PREDICT

        public static final Builtins FF_PREDICT
      • FLOOR

        public static final Builtins FLOOR
      • FLATTENQUANTILE

        public static final Builtins FLATTENQUANTILE
      • FRAME_SORT

        public static final Builtins FRAME_SORT
      • FRAME_ROW_REPLICATE

        public static final Builtins FRAME_ROW_REPLICATE
      • FREQUENCYENCODE

        public static final Builtins FREQUENCYENCODE
      • FREQUENCYENCODEAPPLY

        public static final Builtins FREQUENCYENCODEAPPLY
      • GARCH

        public static final Builtins GARCH
      • GAUSSIAN_CLASSIFIER

        public static final Builtins GAUSSIAN_CLASSIFIER
      • GET_ACCURACY

        public static final Builtins GET_ACCURACY
      • GLM_PREDICT

        public static final Builtins GLM_PREDICT
      • GMM_PREDICT

        public static final Builtins GMM_PREDICT
      • GNMF

        public static final Builtins GNMF
      • GRID_SEARCH

        public static final Builtins GRID_SEARCH
      • TOPK_CLEANING

        public static final Builtins TOPK_CLEANING
      • HOSPITAL_RESIDENCY_MATCH

        public static final Builtins HOSPITAL_RESIDENCY_MATCH
      • HYPERBAND

        public static final Builtins HYPERBAND
      • IFELSE

        public static final Builtins IFELSE
      • IFFT

        public static final Builtins IFFT
      • IFFT_LINEARIZED

        public static final Builtins IFFT_LINEARIZED
      • IMG_MIRROR

        public static final Builtins IMG_MIRROR
      • IMG_MIRROR_LINEARIZED

        public static final Builtins IMG_MIRROR_LINEARIZED
      • IMG_BRIGHTNESS

        public static final Builtins IMG_BRIGHTNESS
      • IMG_BRIGHTNESS_LINEARIZED

        public static final Builtins IMG_BRIGHTNESS_LINEARIZED
      • IMG_CROP

        public static final Builtins IMG_CROP
      • IMG_CROP_LINEARIZED

        public static final Builtins IMG_CROP_LINEARIZED
      • IMG_TRANSFORM

        public static final Builtins IMG_TRANSFORM
      • IMG_TRANSFORM_LINEARIZED

        public static final Builtins IMG_TRANSFORM_LINEARIZED
      • IMG_TRANSLATE

        public static final Builtins IMG_TRANSLATE
      • IMG_TRANSLATE_LINEARIZED

        public static final Builtins IMG_TRANSLATE_LINEARIZED
      • IMG_ROTATE

        public static final Builtins IMG_ROTATE
      • IMG_ROTATE_LINEARIZED

        public static final Builtins IMG_ROTATE_LINEARIZED
      • IMG_SHEAR

        public static final Builtins IMG_SHEAR
      • IMG_SHEAR_LINEARIZED

        public static final Builtins IMG_SHEAR_LINEARIZED
      • IMG_CUTOUT

        public static final Builtins IMG_CUTOUT
      • IMG_CUTOUT_LINEARIZED

        public static final Builtins IMG_CUTOUT_LINEARIZED
      • IMG_SAMPLE_PAIRING

        public static final Builtins IMG_SAMPLE_PAIRING
      • IMG_SAMPLE_PAIRING_LINEARIZED

        public static final Builtins IMG_SAMPLE_PAIRING_LINEARIZED
      • IMG_INVERT

        public static final Builtins IMG_INVERT
      • IMG_INVERT_LINEARIZED

        public static final Builtins IMG_INVERT_LINEARIZED
      • IMG_POSTERIZE

        public static final Builtins IMG_POSTERIZE
      • IMG_POSTERIZE_LINEARIZED

        public static final Builtins IMG_POSTERIZE_LINEARIZED
      • IMPURITY_MEASURES

        public static final Builtins IMPURITY_MEASURES
      • IMPUTE_BY_KNN

        public static final Builtins IMPUTE_BY_KNN
      • IMPUTE_BY_MEAN

        public static final Builtins IMPUTE_BY_MEAN
      • IMPUTE_BY_MEAN_APPLY

        public static final Builtins IMPUTE_BY_MEAN_APPLY
      • IMPUTE_BY_MEDIAN

        public static final Builtins IMPUTE_BY_MEDIAN
      • IMPUTE_BY_MEDIAN_APPLY

        public static final Builtins IMPUTE_BY_MEDIAN_APPLY
      • IMPUTE_BY_MODE

        public static final Builtins IMPUTE_BY_MODE
      • IMPUTE_BY_MODE_APPLY

        public static final Builtins IMPUTE_BY_MODE_APPLY
      • IMPUTE_FD

        public static final Builtins IMPUTE_FD
      • IMPUTE_FD_APPLY

        public static final Builtins IMPUTE_FD_APPLY
      • INCSLICELINE

        public static final Builtins INCSLICELINE
      • INTERQUANTILE

        public static final Builtins INTERQUANTILE
      • INTERSECT

        public static final Builtins INTERSECT
      • INVERSE

        public static final Builtins INVERSE
      • ISNA

        public static final Builtins ISNA
      • ISNAN

        public static final Builtins ISNAN
      • ISINF

        public static final Builtins ISINF
      • KMEANS

        public static final Builtins KMEANS
      • KMEANSPREDICT

        public static final Builtins KMEANSPREDICT
      • KNNBF

        public static final Builtins KNNBF
      • KNNGRAPH

        public static final Builtins KNNGRAPH
      • L2SVM

        public static final Builtins L2SVM
      • L2SVMPREDICT

        public static final Builtins L2SVMPREDICT
      • LASSO

        public static final Builtins LASSO
      • LENET_TRAIN

        public static final Builtins LENET_TRAIN
      • LENET_PREDICT

        public static final Builtins LENET_PREDICT
      • LENGTH

        public static final Builtins LENGTH
      • LINEAGE

        public static final Builtins LINEAGE
      • LIST

        public static final Builtins LIST
      • LMCG

        public static final Builtins LMCG
      • LMDS

        public static final Builtins LMDS
      • LMPREDICT

        public static final Builtins LMPREDICT
      • LMPREDICT_STATS

        public static final Builtins LMPREDICT_STATS
      • LOCAL

        public static final Builtins LOCAL
      • LOGSUMEXP

        public static final Builtins LOGSUMEXP
      • LSTM

        public static final Builtins LSTM
      • LSTM_BACKWARD

        public static final Builtins LSTM_BACKWARD
      • MATRIXPROFILE

        public static final Builtins MATRIXPROFILE
      • MAX_POOL

        public static final Builtins MAX_POOL
      • MAX_POOL_BACKWARD

        public static final Builtins MAX_POOL_BACKWARD
      • MAPE

        public static final Builtins MAPE
      • MEAN

        public static final Builtins MEAN
      • MEDIAN

        public static final Builtins MEDIAN
      • MICE

        public static final Builtins MICE
      • MICE_APPLY

        public static final Builtins MICE_APPLY
      • MOMENT

        public static final Builtins MOMENT
      • MSMAPE

        public static final Builtins MSMAPE
      • MSVM

        public static final Builtins MSVM
      • MSVMPREDICT

        public static final Builtins MSVMPREDICT
      • MULTILOGREG

        public static final Builtins MULTILOGREG
      • MULTILOGREGPREDICT

        public static final Builtins MULTILOGREGPREDICT
      • NA_LOCF

        public static final Builtins NA_LOCF
      • NAIVEBAYES

        public static final Builtins NAIVEBAYES
      • NAIVEBAYESPREDICT

        public static final Builtins NAIVEBAYESPREDICT
      • NCOL

        public static final Builtins NCOL
      • NORMALIZE

        public static final Builtins NORMALIZE
      • NORMALIZEAPPLY

        public static final Builtins NORMALIZEAPPLY
      • NROW

        public static final Builtins NROW
      • NRMSE

        public static final Builtins NRMSE
      • OUTER

        public static final Builtins OUTER
      • OUTLIER

        public static final Builtins OUTLIER
      • OUTLIER_ARIMA

        public static final Builtins OUTLIER_ARIMA
      • OUTLIER_IQR

        public static final Builtins OUTLIER_IQR
      • OUTLIER_IQR_APPLY

        public static final Builtins OUTLIER_IQR_APPLY
      • OUTLIER_SD

        public static final Builtins OUTLIER_SD
      • OUTLIER_SD_APPLY

        public static final Builtins OUTLIER_SD_APPLY
      • PAGERANK

        public static final Builtins PAGERANK
      • PCAINVERSE

        public static final Builtins PCAINVERSE
      • PCATRANSFORM

        public static final Builtins PCATRANSFORM
      • PNMF

        public static final Builtins PNMF
      • PPCA

        public static final Builtins PPCA
      • PPRED

        public static final Builtins PPRED
      • PROD

        public static final Builtins PROD
      • PSNR

        public static final Builtins PSNR
      • QUANTILE

        public static final Builtins QUANTILE
      • QUANTIZEBYCLUSTER

        public static final Builtins QUANTIZEBYCLUSTER
      • RANDOM_FOREST

        public static final Builtins RANDOM_FOREST
      • RANDOM_FOREST_PREDICT

        public static final Builtins RANDOM_FOREST_PREDICT
      • RANGE

        public static final Builtins RANGE
      • RAGROUPBY

        public static final Builtins RAGROUPBY
      • RAJOIN

        public static final Builtins RAJOIN
      • RASELECTION

        public static final Builtins RASELECTION
      • RBIND

        public static final Builtins RBIND
      • REMOVE

        public static final Builtins REMOVE
      • ROUND

        public static final Builtins ROUND
      • ROW_COUNT_DISTINCT

        public static final Builtins ROW_COUNT_DISTINCT
      • ROWINDEXMAX

        public static final Builtins ROWINDEXMAX
      • ROWINDEXMIN

        public static final Builtins ROWINDEXMIN
      • ROWMAX

        public static final Builtins ROWMAX
      • ROWMEAN

        public static final Builtins ROWMEAN
      • ROWMIN

        public static final Builtins ROWMIN
      • ROWPROD

        public static final Builtins ROWPROD
      • ROWSD

        public static final Builtins ROWSD
      • ROWSUM

        public static final Builtins ROWSUM
      • ROWVAR

        public static final Builtins ROWVAR
      • RMSE

        public static final Builtins RMSE
      • SAMPLE

        public static final Builtins SAMPLE
      • SELVARTHRESH

        public static final Builtins SELVARTHRESH
      • SYMMETRICDIFFERENCE

        public static final Builtins SYMMETRICDIFFERENCE
      • SHERLOCK

        public static final Builtins SHERLOCK
      • SHERLOCKPREDICT

        public static final Builtins SHERLOCKPREDICT
      • SHORTESTPATH

        public static final Builtins SHORTESTPATH
      • SIGMOID

        public static final Builtins SIGMOID
      • SIGN

        public static final Builtins SIGN
      • SINH

        public static final Builtins SINH
      • SLICEFINDER

        public static final Builtins SLICEFINDER
      • SLICELINE_DEBUG

        public static final Builtins SLICELINE_DEBUG
      • SKEWNESS

        public static final Builtins SKEWNESS
      • SMAPE

        public static final Builtins SMAPE
      • SMOTE

        public static final Builtins SMOTE
      • SOFTMAX

        public static final Builtins SOFTMAX
      • SOLVE

        public static final Builtins SOLVE
      • SPLIT

        public static final Builtins SPLIT
      • SPLIT_BALANCED

        public static final Builtins SPLIT_BALANCED
      • STABLE_MARRIAGE

        public static final Builtins STABLE_MARRIAGE
      • STATSNA

        public static final Builtins STATSNA
      • STRATSTATS

        public static final Builtins STRATSTATS
      • STEPLM

        public static final Builtins STEPLM
      • STFT

        public static final Builtins STFT
      • SQRT

        public static final Builtins SQRT
      • TABLE

        public static final Builtins TABLE
      • TANH

        public static final Builtins TANH
      • TO_ONE_HOT

        public static final Builtins TO_ONE_HOT
      • TOMEKLINK

        public static final Builtins TOMEKLINK
      • TRACE

        public static final Builtins TRACE
      • TRANS

        public static final Builtins TRANS
      • TSNE

        public static final Builtins TSNE
      • TYPEOF

        public static final Builtins TYPEOF
      • UNIVAR

        public static final Builtins UNIVAR
      • UNION

        public static final Builtins UNION
      • VALUE_SWAP

        public static final Builtins VALUE_SWAP
      • VECTOR_TO_CSV

        public static final Builtins VECTOR_TO_CSV
      • WINSORIZE

        public static final Builtins WINSORIZE
      • WINSORIZEAPPLY

        public static final Builtins WINSORIZEAPPLY
      • WOEAPPLY

        public static final Builtins WOEAPPLY
      • XGBOOST

        public static final Builtins XGBOOST
      • XGBOOSTPREDICT

        public static final Builtins XGBOOSTPREDICT
      • XGBOOSTPREDICT_REG

        public static final Builtins XGBOOSTPREDICT_REG
      • XGBOOSTPREDICT_CLASS

        public static final Builtins XGBOOSTPREDICT_CLASS
      • AUTODIFF

        public static final Builtins AUTODIFF
      • CONTAINS

        public static final Builtins CONTAINS
      • COUNT_DISTINCT

        public static final Builtins COUNT_DISTINCT
      • COUNT_DISTINCT_APPROX

        public static final Builtins COUNT_DISTINCT_APPROX
      • COUNT_DISTINCT_APPROX_ROW

        public static final Builtins COUNT_DISTINCT_APPROX_ROW
      • COUNT_DISTINCT_APPROX_COL

        public static final Builtins COUNT_DISTINCT_APPROX_COL
      • CVLM

        public static final Builtins CVLM
      • GROUPEDAGG

        public static final Builtins GROUPEDAGG
      • INVCDF

        public static final Builtins INVCDF
      • LISTNV

        public static final Builtins LISTNV
      • LOWER_TRI

        public static final Builtins LOWER_TRI
      • ORDER

        public static final Builtins ORDER
      • PARAMSERV

        public static final Builtins PARAMSERV
      • PCHISQ

        public static final Builtins PCHISQ
      • PEXP

        public static final Builtins PEXP
      • PNORM

        public static final Builtins PNORM
      • QCHISQ

        public static final Builtins QCHISQ
      • QEXP

        public static final Builtins QEXP
      • QNORM

        public static final Builtins QNORM
      • REPLACE

        public static final Builtins REPLACE
      • RMEMPTY

        public static final Builtins RMEMPTY
      • SCALE

        public static final Builtins SCALE
      • SCALEAPPLY

        public static final Builtins SCALEAPPLY
      • SCALE_MINMAX

        public static final Builtins SCALE_MINMAX
      • TIME

        public static final Builtins TIME
      • TOKENIZE

        public static final Builtins TOKENIZE
      • TOSTRING

        public static final Builtins TOSTRING
      • TRANSFORMAPPLY

        public static final Builtins TRANSFORMAPPLY
      • TRANSFORMCOLMAP

        public static final Builtins TRANSFORMCOLMAP
      • TRANSFORMDECODE

        public static final Builtins TRANSFORMDECODE
      • TRANSFORMENCODE

        public static final Builtins TRANSFORMENCODE
      • TRANSFORMMETA

        public static final Builtins TRANSFORMMETA
      • UNDER_SAMPLING

        public static final Builtins UNDER_SAMPLING
      • UNIQUE

        public static final Builtins UNIQUE
      • UPPER_TRI

        public static final Builtins UPPER_TRI
      • XDUMMY1

        public static final Builtins XDUMMY1
      • XDUMMY2

        public static final Builtins XDUMMY2
    • Method Detail

      • values

        public static Builtins[] values()
        Returns an array containing the constants of this enum type, in the order they are declared. This method may be used to iterate over the constants as follows:
        for (Builtins c : Builtins.values())
            System.out.println(c);
        
        Returns:
        an array containing the constants of this enum type, in the order they are declared
      • valueOf

        public static Builtins valueOf​(String name)
        Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)
        Parameters:
        name - the name of the enum constant to be returned.
        Returns:
        the enum constant with the specified name
        Throws:
        IllegalArgumentException - if this enum type has no constant with the specified name
        NullPointerException - if the argument is null
      • getName

        public String getName()
      • getAlias

        public String getAlias()
      • isScript

        public boolean isScript()
      • isParameterized

        public boolean isParameterized()
      • isMultiReturn

        public boolean isMultiReturn()
      • contains

        public static boolean contains​(String name,
                                       boolean script,
                                       boolean parameterized)
      • getFilePath

        public static String getFilePath​(String name)