Amazon RDS to Databricks SQL Warehouse Integration
AI-first ETL from Amazon RDS into Databricks SQL Warehouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Amazon RDS into Databricks SQL Warehouse
Datrise syncs Amazon RDS's tables, rows, schemas, indexes, primary keys, and change streams into Databricks SQL Warehouse as a Delta Lake table per source entity. Flexible or custom fields land in VARIANT or STRUCT columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMP.
Sync is incremental: Datrise uses a Delta MERGE on stable id, with change history available via time travel, so re-runs update only what changed. Delta partitioning by load date with OPTIMIZE/Z-ORDER on query keys. Datrise writes Unity Catalog–governed Delta tables, so lineage and permissions are managed centrally rather than per-notebook.
Ideal for lakehouse analytics and ML feature tables on Databricks.
Endpoints
Amazon RDS: Managed relational database service on AWS.
Databricks SQL Warehouse: Lakehouse SQL endpoints over Delta tables.
How Amazon RDS entities map to Databricks SQL Warehouse
| Amazon RDS entity | Databricks SQL Warehouse object | Notes |
|---|---|---|
| tables | amazon_rds_tables | id PK · custom fields → VARIANT or STRUCT columns |
| rows | amazon_rds_rows | id PK · linked to amazon_rds_tables |
| schemas | amazon_rds_schemas | id PK · linked to amazon_rds_tables |
| indexes | amazon_rds_indexes | id PK · linked to amazon_rds_tables |
FAQ
How does Datrise handle Amazon RDS's custom fields in Databricks SQL Warehouse?
Flexible values are stored as VARIANT or STRUCT columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Databricks SQL Warehouse types.
How does the Amazon RDS to Databricks SQL Warehouse sync stay up to date?
It runs incrementally — Datrise uses a Delta MERGE on stable id, with change history available via time travel.
Related pipelines
More destinations for Amazon RDS
More sources for Databricks SQL Warehouse
- Amazon Seller Partner → Databricks SQL Warehouse
- Apache Spark → Databricks SQL Warehouse
- Apify → Databricks SQL Warehouse
- Appfollow → Databricks SQL Warehouse
- Apple Search Ads → Databricks SQL Warehouse
- Ashby → Databricks SQL Warehouse
- Autopilot → Databricks SQL Warehouse
- AWS CloudTrail → Databricks SQL Warehouse
- Azure Table Storage → Databricks SQL Warehouse
- Azure Blob Storage → Databricks SQL Warehouse
- Babelforce → Databricks SQL Warehouse
- BigCommerce → Databricks SQL Warehouse
Early access
Connect Amazon RDS to Databricks SQL Warehouse the easy way
Skip brittle scripts and manual exports. Join the waitlist to get a guided setup, AI-assisted mapping, and reliable incremental sync for this integration.