Here are some considerations:

• SQL Trigger: Define a trigger in Azure SQL that activates on specific DML operations (e.g., INSERT, UPDATE).

• External Call: The trigger can log events to an intermediate service (like a control table or Event Grid).

• Webhook Execution: Use Azure Functions or Logic Apps to monitor these events and call the Databricks REST API, triggering a job or notebook.

This pattern simulates a “push” from Azure SQL into Databricks via serverless compute.