Force a Specific Order on a Variable (PROC CARDINALITY)
This SAS script illustrates how to use the CARDINALITY procedure in SAS Viya 4 to analyze variable cardinality and, s...
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Data Analysis
Obtain FedSQL Query Execution Details
This example demonstrates how to obtain execution plan details for a FedSQL query submitted to the CAS server, using ...
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Data Access
Greenplum Data Connector
Enables data transfer between a Greenplum database and SAS Cloud Analytic Services (CAS).
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Text Analysis
The TEXTMINE procedure
The TEXTMINE procedure is used to perform text mining and natural language processing (NLP) tasks on textual data sto...
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Statistics
CAEFFECT Procedure: Estimation by Regression Adjustment
Demonstrates the use of the CAEFFECT procedure for causal effect estimation by regression adjustment, using a pre-adj...
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Natural Language Processing (NLP)
Selecting and Ignoring Parts of Speech and Entities in PROC TEXTMINE
This example illustrates how to use the SAS TEXTMINE procedure to analyze text while ignoring specific parts of speec...
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Général
Sans titre
This document describes how to download an ASTORE model from a CAS server to the local file system. This allows model...
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Machine Learning
Downloading an Astore Store to the Local File System
The ASTORE DOWNLOAD procedure allows downloading an analytical store (ASTORE) model, previously saved in memory on th...
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Modeling
Uploading a Local Analytic Store to CAS
This example demonstrates how to upload an 'analytic store' (astore) from the local file system to an in-memory table...
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Text Analysis, Machine Learning
Rule Extraction for Binary Targets with BOOLRULE
This example demonstrates the use of the BOOLRULE procedure to extract association rules from textual data after prep...
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Machine Learning
FOREST Procedure (Random Forests)
The FOREST procedure in SAS Viya implements the random forest algorithm for classification and regression tasks. It c...
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Predictive Modeling
Scoring New Data with an Existing Forest Model
This script illustrates how to use the FOREST procedure to train a random forest model, save it, and then use it to p...
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Machine Learning
SVMACHINE Procedure
The SVMACHINE procedure implements Support Vector Machines (SVM) for classification and regression. It is optimized f...
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Statistics
Causal Effect Estimation by Doubly Robust Methods with PROC CAEFFECT
The CAEFFECT procedure estimates causal treatment effects using doubly robust methods, such as Augmented Inverse Prob...
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Macro
GET Function (Expression Engine Language)
The GET function returns the element at a specified index within an Expression Engine Language (EEL) dynamic array.
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Administration
Designating CAS Superuser
This document describes concepts and methods for designating or managing superuser privileges in SAS Cloud Analytic S...
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ETL
Create a View with Two Tables
This SAS script demonstrates how to create a CAS (Cloud Analytic Services) view by joining two existing tables. It co...
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Statistical
Cutpoint Binning
The BINNING procedure with the CUTPTS method allows grouping continuous values of one or more variables into discrete...
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Derniers codes ajoutés
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Modifying SAS Data Sets
This example illustrates the modification of two SAS data sets using the MODIFY statement and its sub-statements. It shows how to: modify SAS files, label a SAS data set, add a read password to a SAS data set, indicate the current sort order of a SAS data set, create an index for a SAS data set, assign informats and formats to variables, rename variables, and label variables in a SAS data set.
ETL
OUTPUT Statement
Writes the current observation to a SAS dataset.
ActionCAS
PROC CASUTIL
The CASUTIL procedure offers several table and caslib management functions, including displaying table metadata, deleting files, unloading and loading tables, promoting tables, and saving tables.
ETLCAS
Default SAS Libraries
This document describes the default SAS libraries: Work (temporary), User (user), Sashelp, and Sasuser. It explains their role and behavior within the SAS Viya 4 environment.
Data Access
SAS Viya Platform File Service
The SAS Viya Platform File Service allows storing, retrieving, and deleting files kept in the SAS Infrastructure Data Server database repository. This repository is not considered a complete 'file system' but contains individual files directly accessible by their file identifier (UUID).
Administration
User-Defined Formats
In the SAS Viya platform, you can store user-defined formats in catalogs for use in a SAS session, or you can store them in a format library on the CAS server. Format libraries are associated with a CAS session, or they can be promoted to global scope to be available to all CAS sessions. User-defined formats in a format library are server-side formats that the server uses when an analysis is performed based on formatted values. You can migrate existing user-defined formats from SAS to the SAS Viya platform.
ToolsCAS
Sans titre
Defines one or more indexes for a new output SAS data set.
Général
KEEP Statement
Specifies variables to include in output SAS data sets.
ETLCAS
SAS Library Concatenation
Explains the concept of SAS library concatenation, allowing several libraries to be logically grouped under a single reference (libref).
Data Access
Examples: Using a SAS Engine to Process External Data
This document provides examples of using SAS engines to access and process various types of external data, including delimited files, Excel files, databases (DBMS), XML, and JSON.
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