check whether the latest Databricks runtime has an equivalent S3 listing optimization. If not, catalog-managed commits or reducing commit frequency/retention seem to be the only practical ways to control the request costs without much complexity.
Most likely it’s the execution context rather than Databricks itself. Compare environment variables, runtime/cluster settings, session initialization, and job parameters between notebook and API runs. Timing-sensitive code can also behave differently...
This usually means your workspace doesn't have the Streaming Tables feature enabled, even if you're using Serverless. If the preview toggle is missing, check with your workspace admin or Databricks support, as it may depend on your workspace or regio...
It depends on your Essbase setup. If it supports REST APIs or ODBC/JDBC, those are usually the best options for loading data into a Delta Lake. Share your Essbase version and target platform (e.g., Microsoft Fabric or Databricks) for more specific gu...
Hi Preethi, I'd remove your email since this is a public forum. If you've completed the eligible learning path, the voucher may take a few days to arrive. If it still hasn't, contact Databricks Training Support with your course completion details so ...