October 8, 2026ADF Copy Activity vs Mapping Data Flow: When to Use WhichCopy activity moves data; mapping data flows transform it on managed Spark. How they differ on runtimes, connectors, transformations, tuning, billing, schema drift and debugging, how they combine, and a decision guide for choosing.