Data engineering and Lakeflow

Ingestion, orchestration, pipelines, CDC, and streaming.

Start here#

• Lakeflow data engineering — Build and run ingestion, declarative pipelines, orchestration, replay, and reconciliation.

Related pages#

• Delta and storage — Choose table patterns, clustering, optimization, retention, and VACUUM guardrails.
• SQL Server to Databricks — guide · curated · needs review
• Azure Synapse to Databricks — guide · curated · needs review