Lakehouse · Databricks
Databricks: Lakehouse for data + AI
Delta Lake, Spark, MLflow, and SQL Warehouse in one platform
Databricks Lakehouse unifies data lake and warehouse workloads with Delta Lake, Apache Spark, MLflow, and Photon/SQL Warehouse—covering batch/streaming, BI, ML, and generative AI use cases.
Delta Lake
ACID tables with time travel for reliable data.
Unified batch/stream & BI
Spark/SQL/Photon for streaming, BI, and interactive queries.
ML/AI native
MLflow, feature store, and model serving accelerate AI apps.
Collaborative workspace
Notebooks, jobs, permissions, and auditing for teams.
适用场景 / Use cases
- Lakehouse analytics
- Unified batch/stream
- ML and AI applications
- Governed collaboration