SAS to Databricks Migration at Scale: A Technical Outline
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A successful Databricks migration requires a robust and scalable architecture. The solution involves a Hub-and-Spoke Multi-Agent System that orchestrates LLM-driven pipelines and feedback loops for industrial-scale code conversion.
The core of the migration is the intelligent conversion of SAS code into production-grade PySpark code and Spark SQL. A cooperative network of specialized agents handles this process, each responsible for a critical workflow phase.
In this whitepaper, dive into the detailed migration process, the use of AI agents, and how GenAI-based automation can improve efficiency in the migration lifecycle.
