SAS In-Database Products: User’s Guide : SAS Help Center

Introduction

In-Database Processing

In-Database DATA Step Processing

DATA Step Acceleration

In-Database Model Scoring

Introduction to In-Database Scoring

Models Supported for Scoring

Using PROC ACCELERATOR for Databricks, SingleStore, Synapse, or Teradata

Using PROC SCOREACCEL or CAS Actions for Amazon EMR, Cloudera, Databricks, Synapse, SingleStore, or Teradata

ACCELERATOR Procedure

SCOREACCEL Procedure

Python and Scala API for the Sepcorespark RPM

Python and Scala API for the Accelserver RPM

Troubleshooting Scoring

In-Database Procedures

Running SAS Procedures inside the Database

System Options and Environment Variables

System Options That Affect In-Database Processing

Environment Variables That Affect In-Database Processing

Appendix

Scoring File Examples

Last updated: September 4, 2026