April 2025
These features and Databricks platform improvements were released in April 2025.
Releases are staged. Your Databricks account might not be updated until a week or more after the initial release date.
AI Gateway now supports custom model serving endpoints
April 21, 2025
Mosaic AI Gateway now supports custom models endpoints.
You can now enable the following governance and monitoring features on your custom model serving endpoints:
- Permission and rate limiting to control who has access and how much access.
- Payload logging to monitor and audit data being sent to model APIs using inference tables.
- Usage tracking to monitor operational usage on endpoints and associated costs using system tables.
Strict enforcement of row-level security and column masking policies in Delta Sharing
April 21, 2025
Delta Sharing now consistently enforces row-level security and column masking policies applied to tables a shared data asset is dependent on, of whether those policies were applied before or after the data asset was shared. Recipients may experience differences in query behavior when accessing shared data that is depending on tables with row-level security or column masking policies. This ensures that data access aligns with the provider’s intended security controls at all times.
See Filter sensitive table data using row filters and column masks.
Multi-file editor for ETL pipeline development in DLT
April 21, 2025
You can now use the new multi-file editor in DLT to develop and debug ETL pipelines. The multi-file editor shows a pipeline as a set of files in the pipeline assets browser. You can edit the files and control the configuration of the pipeline and which files to include in one location. See Develop and debug ETL pipelines with the multi-file editor in DLT.
Run a subset of tasks within a job
April 21, 2025
You can now run a subset of the tasks when manually triggering a job. See Run a job with different settings.
Run code in Databricks Assistant on serverless compute
April 18, 2025
Databricks Assistant can now run any code it generates in the right panel on serverless compute. See Run code in Assistant on serverless compute.
Python type error highlighting
April 14, 2025
Python code in notebooks and file editors can highlight type errors for non-existent attributes, missing arguments, and mismatched arguments. See Python type error highlighting.
Reference SQL output in downstream tasks of a job
April 14, 2025
You can now use dynamic values to reference the output of a SQL task in downstream tasks in the same job. For each tasks can iterate over the rows of data in the output.
See What is a dynamic value reference?.
Batch Unity Catalog Python UDFs (Public Preview)
April 14, 2025
Unity Catalog Batch Python UDFs extend the capabilities of Unity Catalog UDFs by allowing you to write Python code to operate on batches of data, significantly improving efficiency by reducing the overhead associated with row-by-row UDFs. Batch Python UDFs support service credentials to access external cloud services. See Batch Python User-defined functions (UDFs) in Unity Catalog.
Access UDF context information using TaskContext
April 14, 2025
The TaskContext PySpark API now allows you to retrieve context information—such as user identity and cluster tags—while running Batch Unity Catalog Python UDFs or PySpark UDFs. This feature lets you pass user-specific details, like identity, to authenticate external services within UDFs. See Get task context in a UDF.
Databricks Assistant provides doc citations and follow-up suggestions
April 3, 2025
In answer to prompts and queries, Assistant now provides suggestions for next steps and citations from documentation. See Get follow-up suggestions or answers from documentation.
Salesforce ingestion and Workday Reports connectors are GA
April 2, 2025
The managed Salesforce ingestion and Workday Reports connectors in Lakeflow Connect are now generally available.
The compute system tables are now generally available (GA)
April 1, 2025
The compute system tables clusters, node_types, and node_timeline are now generally available. These tables provide insights into the all-purpose compute, jobs compute, and DLT pipelines in your account.
For a reference of these tables, see Compute system tables reference.
The BROWSE privilege is GA
April 1, 2025
The BROWSE privilege is now generally available. The BROWSE privilege allows you to grant users, service principals, and account groups permission to view a Unity Catalog object’s metadata. This enables users to discover data without having read access to the data. A user can view an object’s metadata using Catalog Explorer, the schema browser, search results, the lineage graph, information_schema, and the REST API.
See BROWSE.