Databricks Community

mukul1409

I would like to understand the current approach for Iceberg interoperability in Databricks. Databricks supports Iceberg using Unity Catalog, but many teams also use Iceberg tables managed outside Databricks. Are there recommended patterns today for s...

mukul1409

Databricks does not currently provide official support to read from or write to Snowflake Open Catalog. Although Snowflake Open Catalog is compatible with the Iceberg REST catalog and open source Spark can work with it, this integration is not suppor...

mukul1409

Yes , use UCVolumes instead of DBFS. As Databricks moves toward a serverless architecture, DBFS access is being increasingly restricted and is not intended for long term or production usage. UC Volumes are a better choice than DBFS.

mukul1409

Great update : this is a big win for analytics teams.The new Meta Ads native connector (Beta) in Databricks, powered by Lakeflow Connect, significantly reduces the operational burden that typically comes with ad-tech ingestion.Excited to see Lakeflo...

mukul1409

Sharing a few official Databricks security model and best-practice references that are widely used across enterprise implementations: Core Databricks Security ModelDatabricks Account & Workspace ArchitectureCovers account-level isolation, workspace ...

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Iceberg interoperability between Databricks and external catalogs

Re: Unable to read from or write to Snowflake Open Catalog via Databricks

Re: Public DBFS root is disabled in Databricks free edition

Re: Meta Ads is now a native data source in Databricks Lakeflow Connect

Re: Can anyone share Databricks security model documentation or best practice references