Delta tables on arrival
Ready for modelling and time travel.
Replicate Azure SQL into Databricks with Polytomic so operational tables land as Delta tables ready to model. Reads are full table scans unless you configure a monotonically increasing tracking field, since the source offers no change data capture.
Ready for modelling and time travel.
The two read modes available here.
Fewer columns means shorter reads.
Polytomic is bi-directional by default, so you can move data the other way just as easily.

Jonathan Krangel
VP Global Head of Revenue Operations
“Polytomic handles so many ETL and sync jobs at Cursor. They are a true partner to us.”
Follow these simple steps to connect Azure SQL with Databricks in minutes
Connect Azure SQL
Connect Databricks
Create sync
Enable sync
Connect Azure SQL to Polytomic with server, database, and SQL authentication credentials.
Connect Databricks with a SQL warehouse hostname and token, plus cloud storage if you are writing.
Sync data in either direction between Azure SQL and Databricks. Choose the source data and destination objects for the direction you need.
Map the fields, choose the sync schedule and behavior, then save and enable the sync.
Get answers to common questions about the integration process
Sync data in either direction between Azure SQL and Databricks.
Use both integrations' source and destination capabilities in one managed sync workflow.
Enterprise encryption and security protocols ensure your data remains protected.
Get up and running in minutes with our step-by-step integration guide.