Data Sets - WeAreCAS

45 Script(s)

Creating and Saving a Sample Action Set

Action : actionSetFromTable

First, we need to define a simple action set and then save it to a CAS table. This table will then be used as the source...

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No Data Creation Needed

Action : actionSetInfo

This action does not require any specific data to be created beforehand, as it operates on the server's metadata about a...

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Defining a Custom Action Set

Action : actionSetToTable

Before converting an action set to a table, one must first be defined. This code snippet creates a simple, user-defined ...

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No Data Creation Needed

Action : actionstatus

The `actionstatus` action operates on session metadata and does not require any specific data to be loaded into CAS. It ...

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Data Creation for Examples

Action : addCaslib

No specific data creation is needed for the addCaslib action itself, as it is used to define a data source location. The...

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Setting Up a Path-Based Caslib

Action : addCaslibSubdir

Before creating a subdirectory, we first need a caslib. This code sets up a new caslib named 'myCaslib' pointing to a sp...

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Creating a Control Data Set for a Format Library

Action : addFmtLib

Before adding a format library to CAS, you first need to create one. A common method is to use PROC FORMAT with the CNTL...

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Data Creation

Action : addFormat

First, we create a format library named 'myFmtLib' to store our custom formats. Then, we load a simple dataset into a CA...

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Data Creation

Action : addLayer

This action does not directly use training data. It operates on a model definition table. However, to build a complete, ...

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Context: No Data Creation Required

Action : addNode

The `addNode` action is an administrative function used to manage the CAS server infrastructure. It does not operate on ...

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Prerequisites

Action : addNodeStatus

This action does not require any specific data to be created beforehand. It is a server monitoring action....

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No Data Creation

Action : addPrototypes

The `addPrototypes` action does not create a standard dataset. Instead, it populates a special CAS table with function p...

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No Data Creation Needed

Action : addRegion

The `s3.addRegion` action does not operate on CAS tables. It is a server-side administrative action used to configure S3...

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Data Creation

Action : addRoutines

This action does not directly use input data, but it creates a CAS table containing the compiled functions. The followin...

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Data Creation (Client-Side)

Action : addTable

The `addTable` action is used by client-side utilities to upload data. For example, in Python, you would typically creat...

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Data Creation for Examples

Action : addUserActionSetPath

The following code creates a local directory and a caslib named 'mycaslib' that points to this directory. This setup is ...

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Creating the 'cars' dataset

Action : aggregate

The following code creates a sample CAS table named 'cars' which contains information about various car models, includin...

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Data Creation for alJoin Examples

Action : alJoin

This code snippet creates two sample tables: 'raw_data' containing the main dataset with features, and 'annotations' con...

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Data Creation

Action : alterTable

This code creates a sample table 'CARS_DATA' in the 'casuser' caslib, which will be used in the following examples. The ...

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Creating a Sample Dataset with Missing Values

Action : analyzeMissingPatterns

This SAS code creates a sample dataset named 'sample_data_missing' in the 'casuser' caslib. The dataset includes several...

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Create Sample Data for Training

Action : annCode

This example creates a sample dataset named 'sample_data' with several input variables and a target variable, suitable f...

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Creating an Image Table with Annotations

Action : annotateImages

This example demonstrates how to load images from a specified path into a CAS table and prepare it for annotation. We ad...

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Data Creation for Scoring

Action : annScore

This example first creates a sample dataset `mycas.iris_score` which has the same structure as the training data but wit...

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Data Creation

Action : annTrain

This example uses the `HMEQ` dataset from the `SAMPSIO` library, which contains information about home equity loans. The...

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Data Creation

Action : append

The following code creates two tables, `target_table` and `source_table`, in the active caslib. `target_table` contains ...

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Data Creation for Categorization

Action : applyCategory

This SAS code creates two tables: 'reviews' which contains the text data to be categorized, and 'category_model_table' w...

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Data Creation

Action : applyConcept

This example creates a sample CAS table named 'my_documents' with two columns: 'doc_id' for the document identifier and ...

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Data Creation for ARIMA Analysis

Action : arima

This example creates a sample time series dataset named 'series' with a date and a value 'y'. This data will be used in ...

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Data Creation

Action : assess

This example uses the `HMEQ` dataset, which contains information about home equity loans. We will first load this data i...

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Data Creation for Bias Assessment

Action : assessBias

This example first loads the `HMEQ` dataset, which contains home equity loan data. Then, a gradient boosting model is tr...

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No Data Creation Needed

Action : assumeRole

The `assumeRole` action does not directly interact with or create data tables. It is an administrative action used to ma...

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Data Creation

Action : attribute

This code creates a simple in-memory table named 'CARS' in the 'CASUSER' caslib. This table will be used in the examples...

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Loading Images into a CAS Table

Action : augmentImages

Before augmenting images, they must be loaded into a CAS table. The following code uses `proc casutil` to load image fil...

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Data Creation

Action : bartGauss

This example creates a sample dataset named 'sample_data'. The target variable 'y' is generated from a combination of li...

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Data Creation

Action : bartProbit

This example creates a sample dataset named 'purchase_data'. The dataset simulates customer purchasing behavior, where '...

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Data Creation for Scoring

Action : bartScore

This example first creates a training dataset 'mycas.train_data' and a scoring dataset 'mycas.score_data'. A BART model ...

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Data Creation

Action : bartScoreMargin

This example first creates a sample dataset 'getStarted' with a binary outcome 'y' and several predictor variables. Then...

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Data Creation for Examples

Action : batchresults

This step is not directly required for the `batchresults` action itself, as it operates on sessions and actions rather t...

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Data Creation

Action : biconnectedComponents

This example uses a simple undirected graph to illustrate the biconnected components algorithm. The graph contains sever...

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Data Creation

Action : binning

This example creates a sample dataset `sample_data` in the active caslib. The table contains customer information, inclu...

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Data Creation

Action : bnet

This example creates a simple dataset named 'golf' with weather conditions and a decision on whether to play golf. This ...

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Data Creation

Action : boxChart

This example creates a CAS table named `mycas.PistonRings`. This table contains diameter measurements of piston rings. E...

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Data Creation

Action : boxPlot

This example creates the 'wines' table in your default caslib. This table contains information about different types of ...

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Data Creation

Action : brScore

This example first creates two CAS tables. The `rule_terms` table defines two Boolean rules. Rule 1 is 'term1 AND term2'...

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Data Creation: Document-Term and Document-Category Data

Action : brTrain

First, we create two tables. 'doc_term_data' contains the sparse representation of documents, linking document IDs to te...

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