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#set_builtins #set_table #caslib #admin #data_management #set_session #set_sessionprop #set_accesscontrol #set_bart #set_image #set_regression #set_optnetwork #security #table_operation #set_neuralnet #creation #set_spc #set_datapreprocess #set_simple #cloud #set_textrulescore #model #set_datasciencepilot #set_qkb #deeplearning #admin_required #set_decisiontree #ai #set_fcmpact #set_percentile #set_boolrule #set_langmodel #set_s3 #formatting #set_deeplearn #set_fairaitools #set_unitimeseries #set_copula #set_network #set_textruledevelop #set_activelearn #set_aggregation #set_bayesiannetclassifier #set_nonparametricbayes #set_searchanalytics #monitoring #set_astore #set_audio #set_conditionalrandomfields #set_configuration #set_countreg #set_factoranalysis #set_fpca #set_mbc #set_nominalvarsdimreduction #set_optimization #set_rulemining #set_timefilters #backup #bayesian #file_io #neural_network #set_frontier #session_management #set_biomedimage #set_causalanalysis #set_cdm #filesystem #set_datashaping #set_ecm #set_entityres #set_factmac #set_fastknn #set_fedsql #set_freqtab #set_gleam #set_ica #set_iml #set_marketattribution #set_mltools #set_modelpublishing #set_pca #set_phreg #set_sequence #set_sparkembeddedprocess #classification #layers #s3 #set_gvarcluster #set_hypergroup #statistics #cluster_node #external_code #information #set_tsreconcile #catalog #distributed #infrastructure #kubernetes #personal_space #set_datetimecalc #set_hiddenmarkovmodel #set_textparse #storage #worker
accessControl

accessPersonalCaslibs

0

Provides administrative access to all personal caslibs (CASUSER and CASUSERHDFS). This act...

builtins

actionSetFromTable

2

Restores a user-defined action set from a saved table. This is useful for sharing custom a...

builtins

actionSetInfo

2

The actionSetInfo action is part of the built-in action set in SAS Viya. It is used to dis...

builtins

actionSetToTable

3

The `actionSetToTable` action transforms a user-defined action set, which is a collection ...

session

actionstatus

2

The `session.actionstatus` action allows you to retrieve the status of actions for a speci...

table

addCaslib

3

Adds a new caslib to enable access to a data source. A caslib is an in-memory space to hol...

table

addCaslibSubdir

3

The `addCaslibSubdir` action creates a new subdirectory within the physical path of an exi...

sessionProp

addFmtLib

2

Adds a format library to the current CAS session. This allows user-defined formats to be u...

sessionProp

addFormat

3

The `addFormat` action is a powerful tool within the `sessionProp` action set. It allows f...

deepLearn

addLayer

3

The addLayer action adds a layer to a deep learning model. It is part of the Deep Learning...

builtins

addNode

3

The `addNode` action dynamically adds one or more machines to a running SAS Cloud Analytic...

session

addNodeStatus

2

The addNodeStatus action lists details about machines that are currently being added to th...

fcmpact

addPrototypes

3

The `addPrototypes` action from the `fcmpact` action set allows for the dynamic definition...

s3

addRegion

3

The addRegion action allows for the addition or replacement of custom region definitions f...

fcmpact

addRoutines

3

The addRoutines action adds FCMP (Function Compiler) routines and stores them in a CAS tab...

table

addTable

2

The addTable action is a fundamental mechanism for transferring data from a client-side pr...

builtins

addUserActionSetPath

2

The addUserActionSetPath action adds a caslib to the user-defined action set search path. ...

aggregation

aggregate

2

The aggregate action performs aggregation on selected variables. It provides a wide range ...

activeLearn

alJoin

2

The alJoin action is a fundamental tool in active learning workflows, designed to merge a ...

table

alterTable

6

The alterTable action allows for modifying the metadata and properties of an in-memory CAS...

dataSciencePilot

analyzeMissingPatterns

2

The analyzeMissingPatterns action performs a missing pattern analysis. It is a part of the...

neuralNet

annCode

2

The annCode action generates SAS DATA step scoring code from a trained artificial neural n...

image

annotateImages

3

The `annotateImages` action overlays various annotations onto images within a CAS table. T...

neuralNet

annScore

2

The `annScore` action scores a data table using a pre-trained artificial neural network mo...

neuralNet

annTrain

2

The `annTrain` action, part of the `neuralNet` action set, is used to train an artificial ...

table

append

2

The `append` action adds the rows from a source table to the end of a target table. It is ...

textRuleScore

applyCategory

2

The applyCategory action categorizes text documents based on a pre-built category model (i...

textRuleScore

applyConcept

3

The applyConcept action performs concept extraction using a predefined or custom concept e...

uniTimeSeries

arima

2

The `arima` action provides a comprehensive set of tools for univariate time series analys...

percentile

assess

3

The `assess` action in the Percentile action set is a powerful tool for evaluating and com...

fairAITools

assessBias

2

The assessBias action calculates bias metrics for predictive models. This is a crucial ste...

accessControl

assumeRole

3

The assumeRole action allows a user to temporarily adopt a specific administrative role wi...

table

attribute

5

The `attribute` action manages extended attributes for in-memory tables in CAS. Extended a...

image

augmentImages

4

The `augmentImages` action is a powerful tool within the Image action set for data augment...

bart

bartGauss

2

The bartGauss action fits Bayesian additive regression trees (BART) models for a continuou...

bart

bartProbit

2

The bartProbit action fits a probit Bayesian Additive Regression Trees (BART) model to dat...

bart

bartScore

3

The bartScore action scores a data table using a previously fitted Bayesian additive regre...

bart

bartScoreMargin

2

The bartScoreMargin action computes predictive margins by using a fitted Bayesian additive...

session

batchresults

2

The `batchresults` action allows for changing the execution mode of a currently running ac...

optNetwork

biconnectedComponents

2

The biconnectedComponents action calculates the biconnected components and articulation po...

dataPreprocess

binning

3

The `binning` action in the `dataPreprocess` action set is a powerful tool for unsupervise...

bayesianNetClassifier

bnet

2

The bnet action from the Bayesian Net Classifier action set uses Bayesian network models t...

spc

boxChart

3

The boxChart action produces box charts, which are a type of statistical process control (...

percentile

boxPlot

3

The boxPlot action calculates quantiles, high and low whiskers, and outliers for numeric v...

boolRule

brScore

2

The brScore action scores text data based on a set of Boolean rules. These rules are typic...

boolRule

brTrain

2

The brTrain action extracts Boolean rules from a collection of documents. It is a key part...

searchAnalytics

buildAutoComplete

0

...

deepLearn

buildModel

0

...

bioMedImage

buildSurface

2

The `buildSurface` action uses the marching cubes algorithm to create a 3D surface from a ...

searchAnalytics

buildTermIndex

2

The `buildTermIndex` action creates a term index table from a table of significant terms. ...

causalanalysis

caEffect

2

The caEffect action provides model-agnostic methods for estimating potential outcome means...

langModel

calculateErrorRate

2

The `calculateErrorRate` action compares reference (ground truth) transcripts with hypothe...

table

caslibInfo

5

The caslibInfo action displays information about one or more caslibs. It can show details ...

dataPreprocess

catTrans

2

The catTrans action groups and encodes categorical variables using various unsupervised an...

spc

cChart

2

The cChart action produces a c-chart, which is a control chart for the number of nonconfor...

cdm

cdm

2

The cdm action simulates a compound distribution model, which is a common approach for mod...

network

centrality

3

The centrality action calculates various centrality metrics to identify the most important...

astore

check

2

The `check` action, part of the 'Analytic Store Scoring' action set, validates an ONNX (Op...

accessControl

checkInAllObjects

2

Releases all objects that are checked out by the current client session. This action is pa...

accessControl

checkOutObject

2

Reserves an object (and all of its children) for update by only the current client session...

optNetwork

clique

2

The 'clique' action finds maximal cliques in a graph. A clique is a subgraph where every t...

table

columnInfo

0

The columnInfo action displays information about the columns in a specified CAS table. Thi...

sessionProp

combineFmtLibs

0

Combines a list of format libraries into a single format library....

accessControl

commitTransaction

0

Persists all changes in an access control transaction to the server, releases all checked-...

network

community

2

The community action detects communities in a graph. It is a fundamental tool for understa...

simple

compare

2

Compares two tables by computing the index and frequency of each group, cumulative frequen...

image

compareImages

3

The compareImages action compares images from a source table with images from a reference ...

textRuleDevelop

compileCategory

2

The compileCategory action builds a categories model from a set of category rules. It take...

textRuleDevelop

compileConcept

2

Builds a concept model from linguistic rules defined in a CAS table. This action compiles ...

accessControl

completeBackup

2

Flags a backup, previously initiated with the createBackup action, as complete. This actio...

audio

computeFeatures

3

Computes various features for audio files loaded into a CAS table. This action is fundamen...

image

condenseImages

3

The condenseImages action is a utility function that converts a CAS table with numeric pix...

optNetwork

connectedComponents

3

The `connectedComponents` action finds the connected components of a graph. In graph theor...

optimization

convertMps

2

The convertMps action is a utility function within the Optimization action set. It takes a...

copula

copulaFit

3

The copulaFit action estimates the parameters for a specified copula type. Copulas are mul...

copula

copulaSimulate

3

The copulaSimulate action simulates data from a specified copula model. A copula model is ...

copula

copulaViewStore

3

The copulaViewStore action displays the model and estimates that are preserved in a specif...

modelPublishing

copyModelExternal

3

The `copyModelExternal` action allows for the duplication of an analytic model, previously...

table

copyTable

3

The copyTable action allows for the duplication of an in-memory table to another table, po...

network

core

2

The core action calculates the k-core decomposition of the graph. The k-core of a graph is...

simple

correlation

2

The correlation action computes Pearson product-moment correlations. This is a fundamental...

countreg

countregFitModel

2

The countregFitModel action analyzes regression models in which the dependent variable tak...

countreg

countregViewStore

3

The `countregViewStore` action allows for the inspection and display of a count regression...

phreg

cox

3

The `cox` action in the `phreg` (Proportional Hazards Regression) action set is used to fi...

accessControl

createBackup

2

The createBackup action is a crucial administrative tool within the accessControl action s...

conditionalRandomFields

crfScore

1

The crfScore action uses a Conditional Random Fields (CRF) model to score input data. It p...

conditionalRandomFields

crfTrain

2

The crfTrain action trains a Conditional Random Fields (CRF) model for sequence labeling. ...

simple

crossTab

3

The crossTab action performs one-way or two-way tabulations, also known as frequency count...

mlTools

crossValidate

0

The crossValidate action performs cross-validation with specified machine learning actions...

sequence

cspade

2

The cspade action performs sequence mining using the cSpade algorithm. It identifies frequ...

optNetwork

cycle

2

The cycle action calculates the elementary cycles (simple circuits) of a graph. A cycle is...

builtins

echo

2

Prints the supplied parameters to the client log. This action is generally used for debugg...

ecm

ecm

2

The `ecm` action creates a sample of the enterprise-wide loss (aggregate loss) by combinin...

pca

eig

2

The `eig` action performs Principal Component Analysis (PCA) using the eigenvalue decompos...

session

endSession

2

Ends the current session. This action terminates the connection to the CAS server, releasi...

uniTimeSeries

esm

2

The `uniTimeSeries.esm` action provides exponential smoothing models for univariate time s...

builtins

eventingInfo

2

The eventingInfo action reports the status of data event generation for the current CAS se...

spc

ewmaChart

2

Produces exponentially weighted moving average (EWMA) charts. The EWMA chart is a time-wei...

fedSql

execDirect

2

The `fedSql.execDirect` action submits a SAS FedSQL language statement for immediate execu...

sparkEmbeddedProcess

executeProgram

2

Executes arbitrary programs inside the SAS Embedded Process for Spark. This action enables...

timeFilters

expectedRange

2

Computes the range and moving relative range for each time series observation in the input...

dataSciencePilot

exploreCorrelation

2

The exploreCorrelation action explores linear and nonlinear correlations among variables i...

dataSciencePilot

exploreData

2

The exploreData action performs data exploration, automatic variable analysis, and groupin...

textRuleDevelop

exportTextModel

2

The exportTextModel action builds an analytic store (astore) model from a category, concep...

astore

extract

2

Extracts the saved ONNX blob from a remote saved ONNX store. This action allows you to ret...

image

extractDetectedObjects

2

Extracts object detections from images. This action allows for cropping or highlighting de...

factmac

factmac

2

The factmac action learns a factorization machine model. Factorization machines are a gene...

factorAnalysis

faExtract

2

Extracts common factors. The faExtract action is part of the Factor Analysis action set an...

factorAnalysis

faNFactors

2

The faNFactors action determines the number of factors to be retained in a factor analysis...

ica

fastIca

2

Computes independent components by using the fastICA method. This action separates a multi...

fastKnn

fastknn

2

The fastknn action performs a k-nearest neighbor search. It calculates the distances betwe...

dataSciencePilot

featureMachine

2

The featureMachine action is an automated feature transformation and generation engine. It...

table

fetch

2

Fetches rows from a table or view. This action allows you to retrieve data from a CAS tabl...

image

fetchImages

2

Fetches images from a CAS table and sends them to the client for display or further proces...

session

fetchresult

2

Fetch the specified saved result for a session....

table

fileInfo

2

The fileInfo action lists the files in a caslib's data source. It provides detailed metada...

timeFilters

filterDesign

2

The filterDesign action designs a digital filter. It supports standard filter families suc...

ruleMining

fism

2

The fism action applies the FP-growth algorithm to identify frequent item sets within a tr...

image

flattenImages

2

The flattenImages action converts an image table (containing binary image data) into a wid...

session

flushresult

2

The flushresult action removes (flushes) a saved result from the current CAS session histo...

sessionProp

fmtLibCntlIn

2

The fmtLibCntlIn action creates a format library from a control table. This is useful for ...

sessionProp

fmtLibCntlOut

2

The fmtLibCntlOut action creates a SAS Cloud Analytic Services (CAS) table that contains t...

decisionTree

forestCode

2

The forestCode action generates SAS DATA step scoring code from a trained forest model. Th...

decisionTree

forestScore

2

The forestScore action scores an input table using a previously trained forest model. It g...

decisionTree

forestTrain

2

The forestTrain action trains a forest model, which is an ensemble of decision trees used ...

fpca

fPca

2

Performs functional PCA training. The fPca action implements the Functional Principal Comp...

fpca

fPcaScore

2

The fPcaScore action performs scoring for functional principal component analysis (FPCA). ...

simple

freq

2

Generates a frequency distribution for one or more variables. It calculates counts, percen...

freqTab

freqTab

2

The freqTab action in the Frequency and Crosstabulation Analysis action set constructs fre...

frontier

frontierCost

2

The frontierCost action analyzes stochastic frontier cost models. It estimates the cost ef...

frontier

frontierProd

2

The frontierProd action estimates the parameters of stochastic frontier production models ...

decisionTree

gbtreeCode

2

Generates DATA step scoring code from a gradient boosting tree model....

decisionTree

gbtreeScore

2

Scores a table using a gradient boosting tree model....

builtins

gbtreeTrain

0

Trains a gradient boosting tree. This action requires a SAS Visual Data Mining and Machine...

dataSciencePilot

generateShadowFeatures

0

Generate shadow features....

regression

genmod

0

Fits generalized linear regression models....

builtins

genmodScore

0

creates a table on the server that contains results from scoring observations by using a f...

builtins

getCacheInfo

2

Retrieves information about CAS disk cache usage, the CAS server directory name, and the f...

builtins

getLicensedProductInfo

1

Shows the information for licensed SAS products....

builtins

getLicenseInfo

1

The getLicenseInfo action shows the license information for a SAS product. This can includ...

configuration

getServOpt

0

displays the value of a server option....

sessionProp

getSessOpt

1

Displays the value of a session option. This action is part of the Session Properties Acti...

builtins

glm

2

The `glm` action fits linear regression models using the method of least squares. It allow...

builtins

glmScore Action

0

creates a table on the server that contains results from scoring observations by using a f...

tsReconcile

globalReconcile

2

The `globalReconcile` action, part of the `Reconcile Forecasts Action Set`, simultaneously...

nonParametricBayes

gmm

0

Gaussian mixture model. This action performs clustering on input data using a Gaussian mix...

nonParametricBayes

gpReg

0

Learns a Gaussian process regression model....

gleam

graphMultiReg

0

Implements generalized linear multitask learning and solves multiple related sparse linear...

simple

groupBy

0

Builds BY groups in terms of the variable value combinations given the variables in the va...

simple

groupByInfo

3

The groupByInfo action computes the index and frequency of each group, and the index of ea...

gVarCluster

gvarcluster

0

Provides an action for performing variable clustering and providing undirected network for...

builtins

help

0

Shows the parameters for an action or lists all available actions....

dataPreprocess

highCardinality

0

Performs randomized cardinality estimation....

dataPreprocess

histogram

0

Generates histogram bins and simple bin-based statistics for numeric variables....

builtins

history

1

The builtins.history action shows the actions that were run in the current session. This a...

builtins

httpAddress

0

The httpAddress action shows the HTTP address for the server monitor. This action is part ...

hyperGroup

hypergroup

0

Find hypergroups, graph layouts, colors, communities, centralities, shortests paths, and c...

langModel

IdentifySpeakers

2

Provides actions that are used for language models in speech-to-text systems. This action ...

iml

iml

0

Submits SAS/IML programs in CAS....

qkb

importQKBFromCaslib

0

This action imports a Quality Knowledge Base (QKB) from a CAS library. It provides functio...

qkb

importQKBFromURL

2

The 'importQKBFromURL' action facilitates the import of a Quality Knowledge Base (QKB) int...

dataPreprocess

impute

0

Performs data matrix (variable) imputation....

table

index

0

Create indexes on one or more table variables....

builtins

installActionSet

0

Loads an action set in new sessions automatically....

spc

irChart

0

Produces individual measurements and moving range charts....

qkb

listQKBLocales

1

The `listQKBLocales` action lists all the locales that are available for a specified Quali...

qkb

listQKBs

0

The listQKBs action lists all Quality Knowledge Bases (QKBs) that are available to the CAS...

qkb

listQKBTokens

0

Lists tokens for a given definition and locale within a specified Quality Knowledge Base (...

s3

listRegions

1

The listRegions action lists all the S3 regions that are defined for the CAS server enviro...

session

listresults

1

Lists the saved results for a session. This action is useful for managing and reviewing th...

configuration

listServOpts

1

Displays the server options and their current values. This action is particularly useful f...

session

listSessions

1

The listSessions action displays a list of all active sessions on the CAS server. This is ...

sessionProp

listSessOpts

1

Displays the session options and their current values. This action is useful for inspectin...

langModel

lmDecode

0

The lmDecode action decodes recurrent neural network (RNN) scores using a specified langua...

langModel

lmImport

2

The lmImport action imports an n-gram language model from a CAS table into a binary format...

builtins

loadActionSet

2

Loads a CAS action set into the current session, making its actions available for executio...

audio

loadAudio

0

The loadAudio action loads audio files from a specified path and caslib into a CAS table. ...

optimization

loadMps

2

The loadMps action loads a string that represents a problem in standard MPS (Mathematical ...

qkb

loadQKB

2

Loads a Quality Knowledge Base (QKB) into memory. This action makes the QKB available for ...

table

loadTable

3

Loads a table from a caslib's data source into memory on the CAS server. This action is fu...

textRuleScore

loadTableFromDisk

3

Loads a binary model file, such as a sentiment analysis model (SAM), a category model (MCO...

builtins

log

2

The `log` action allows for viewing and modifying the logging levels of various components...

regression

logistic

3

The logistic action fits logistic regression models for binary, binomial, and multinomial ...

regression

logisticAssociation

3

The logisticAssociation action computes indices of rank correlation between predicted prob...

regression

logisticCode

2

The logisticCode action writes SAS DATA step code that can be used to compute predicted va...

regression

logisticLackfit

3

The logisticLackfit action computes the Hosmer and Lemeshow goodness-of-fit test for a log...

regression

logisticOddsRatio

2

The logisticOddsRatio action creates a table that compares subpopulations by using odds ra...

regression

logisticScore

0

The logisticScore action creates a table on the server that contains results from scoring ...

regression

logisticType3

2

The logisticType3 action computes Type 3 or Joint tests for a previously fitted logistic r...

dataShaping

longToWide

2

Reshapes a table from a long format (multiple rows per subject) to a wide format (one row ...

nominalVarsDimReduction

lpca

0

The lpca action reduces the dimensionality of nominal variables by using logistic principa...

spc

maChart

2

The maChart action produces a uniformly weighted moving average (MA) chart. This type of c...

marketattribution

marketattribution

0

The marketattribution action performs market analysis by using market attribution models. ...

entityRes

match

2

The match action processes an input data table to identify and group similar records, a pr...

image

matchImages

2

The matchImages action finds occurrences of a query image within a larger set of images st...

optNetwork

maxFlow

2

The maxFlow action calculates the maximum flow of a graph. The maximum flow problem is a c...

ruleMining

mbanalysis

2

The mbanalysis action performs market basket analysis, a common technique in data mining u...

mbc

mbcFit

2

The mbcFit action performs model-based clustering on a given data set using the Expectatio...

mbc

mbcScore

2

The mbcScore action processes a model created by the mbcFit action and saved in an item st...

nominalVarsDimReduction

mca

2

Reduces the dimensionality of nominal variables by using a multiple correspondence analysi...

spc

mChart

2

The mChart action produces median charts for subgroup medians. This type of control chart ...

simple

mdSummary

2

The mdSummary action calculates multidimensional summaries of numeric variables. This acti...

session

metrics

2

The metrics action is used to display performance metrics for each subsequent action execu...

optNetwork

minCostFlow

1

The minCostFlow action calculates the minimum-cost network flow of a graph. The minimum-co...

optNetwork

minCut

1

The minCut action calculates the minimum cut of a graph. A cut is a partition of the nodes...

optNetwork

minSpanTree

2

The minSpanTree action calculates the minimum spanning tree (MST) of a graph. An MST is a ...

fairAITools

mitigateBias

2

The mitigateBias action uses the exponentiated gradient reduction algorithm to mitigate bi...