proc cas; builtins.log logger="cas.config" level="Debug" newSessions=true; run; quit;
proc cas; session.metrics / on=TRUE; run;
proc cas; session.metrics / on=TRUE; builtins.listNodes; run; /* Disable metrics after use */ proc cas; session.metrics / on=FALSE; run;
An internal data governance policy prohibits storing sensitive Personally Identifiable Information (PII) in personal CAS workspaces. An IT administrator must perform a spot audit on a specific user's personal caslib (`CASUSER(finance_user)`) to check for non-compliant data without disrupting the ...
An operations team has developed a standard set of utility actions (e.g., for custom logging, data quality checks) and saved it. A new analyst in a different CAS session needs to load this toolkit to perform routine data validation on a new dataset.
A data science team is developing a new version of a scoring algorithm. They need to load the new version ('scoringModel_v2') from the same saved table as the original ('scoringModel_v1') to run comparison tests without overwriting the original action set in the session.
A Data Scientist is starting a new project to analyze customer churn. Before starting, they need to confirm that the necessary action sets for predictive modeling, such as 'decisionTree' and 'regression', are loaded in their current CAS session to ensure they can build and score models.
A DevOps team is automating the deployment and validation of a new, custom-developed action set named 'customAnalytics'. The validation script must programmatically check if this specific action set is available on the server after deployment. The script must handle the case where the action set ...
A lead data scientist needs to monitor the progress of a critical data aggregation job being run by a junior analyst in a separate, persistent CAS session. The lead needs to confirm when the job completes successfully before starting the next phase of the analysis pipeline.
An automated nightly process kicks off several model scoring jobs in parallel to score different customer segments. Each job runs in its own CAS session for isolation. A master script needs to poll all running job sessions to provide a consolidated status report and trigger downstream actions onl...