This article shows how to access OneLake data from Azure Databricks. Both approaches use service principal authentication and the OneLake ABFS endpoint. Choose the section that matches your Databricks ...

Lakeflow Jobs Notebook orchestration (recommended) Recommended method for orchestrating notebooks. Supports complex workflows with task dependencies, scheduling, and triggers. Provides a robust and ...

Keep ADF for on-premises connectivity and orchestration; move transformations to Databricks. Azure-SSIS IR may provide temporary compatibility but is not the target compute for the refactored SSIS ...

Portfolio reference implementation: SQL Server + SSIS legacy reporting → ADF incremental extraction → ADLS Gen2 → Databricks Auto Loader → Delta Lake Bronze/Silver/Gold → Unity Catalog governance.