Databricks on GCP
1090 releases that have landed on GCP, newest first.
- OpenAI GPT-5.2 Codex now available as a Databricks-hosted model
Excels at code generation and debugging tasks, accessed via Foundation Model APIs pay-per-token.
- Serverless workspaces are now generally available
Come pre-configured with serverless compute and default storage.
- Compute sizing for Databricks Apps is now generally available
Offers Medium (2 vCPUs, 6 GB) and Large (4 vCPUs, 12 GB) sizes.
- Databricks Runtime 18: January 27, 2026
Reports batchSize and file processing metrics, renames spark.sql.xml.legacyXMLParser.enabled config property.
- Databricks Runtime maintenance updates (01/27)
Includes bug fixes, security patches, and performance improvements for versions 12.2 to 18.0.
- Managed MCP servers is now Public Preview
Allows AI agents to connect to Databricks resources and external APIs.
- Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
- Google Drive connector (Beta)
Supports read_files, spark.read, COPY INTO, and Auto Loader for ingesting files.
- Dashboard subscriptions, custom calculations, and visualization improvements
Subscriptions can be sent to account-level users. Custom calculations can reference other custom calculations.
- Genie Agent (formerly Genie Space) lineage and entity matching improvements
Now discoverable in Unity Catalog lineage, supports bulk entity matching actions.
- Genie One search and discovery improvements
Filters inactive apps, boosts certified content in search rankings.
- Genie One is generally available
Provides a single interface for business users to interact with data and AI without technical knowledge.
- You can now use custom base environments for Python, Python Wheels, and notebook tasks in serverless jobs
Defined with YAML files, they support Python, Python wheel, and notebook tasks.
- Level of detail expressions for custom calculations
Control aggregation granularity independently of visualization dimensions. Used for calculating percentages or comparing values to dataset-wide aggregates.
- Value sampling features renamed
Replaces value sampling, example values, and value dictionaries with prompt matching, format assistance, and entity matching.
- Dashboard navigation, pivot tables, and text widget improvements
Thicker scroll bar, larger title character limit, configurable pivot table header height, and markdown table support in text widgets.
- Databricks Runtime 18: January 15, 2026
Uses JDK 21, replacing JDK 17, with changes to Double and Float string representations.
- Databricks Runtime 18.0 is now GA
Replaces Databricks Runtime 7.3.
- Genie Agent (formerly Genie Space) sample data, Research Agent, and space manager improvements
Adds text answer summaries to API and increases example SQL title character limit to 1024.
- Get this table by email. One Monday mail covering the week, filtered to the clouds and products you run. Weekly digest
- Genie One favorite and filtering improvements
Adds favorite and certified filters to listing pages, marked by a star icon.
- Ingest Salesforce formula fields incrementally (Beta)
Replaces snapshotting with incremental ingestion, improving performance and reducing costs.
- Row filtering for managed ingestion connectors (Beta)
Applies conditions like a SQL WHERE clause, available for Google Analytics, Salesforce, and ServiceNow connectors.
- OpenAI GPT-5.1 Codex Max and Codex Mini now available as Databricks-hosted models
Access via Foundation Model APIs pay-per-token, subject to OpenAI's Acceptable Use Policy.
- OpenAI GPT-5.1 Codex Max and Codex Mini now available as Databricks-hosted models
Supports code generation and refactoring via Foundation Model APIs. Requires pay-per-token access.
- Databricks Runtime maintenance updates (01/09)
Includes bug fixes, security patches, and performance improvements for versions 12.2 to 17.3.
- Dashboard pivot tables, filters, and data export improvements
Pivot tables display total rows at top, Excel downloads in pivoted format.
- Genie Agent (formerly Genie Space) PDF export, citations, and accuracy improvements
Adds PDF export, SQL example citations, and improved currency formatting to Research Agent reports.
- Automatic email notifications for expiring personal access tokens (GA)
Sends emails 14 days before token expiration, requires token lifetime to be set.
- Change default workspace access to Consumer access (Public Preview)
Preserves existing users' authoring permissions, streamlines consumer onboarding.
- Create skills for Databricks Assistant
Extends Databricks Assistant with domain-specific tasks, following the open Agent Skills standard.
- Databricks Assistant on the documentation site
Replaces search bar, requires no setup, powered by Genie.
- Databricks Assistant Agent mode is now in Public Preview
Automates multiple steps from a single prompt, using Azure OpenAI or Anthropic.
- Single-use refresh tokens for OAuth applications
Requires token rotation after each use, enhancing user-to-machine authentication flows.
- Anthropic Claude Haiku 4.5 now available as a Databricks-hosted model
Accessible via Foundation Model APIs on a pay-per-token basis.
- New Databricks accounts will not have access to legacy features
New accounts use Unity Catalog, lack DBFS root access. Applies to accounts created after December 18, 2025.
- Update request parameters for Delta Sharing recipient audit log events
Includes catalog_name, in addition to share_name.
- Dashboard enhancements and fixes
Boolean values support custom string aliases, and filter widgets have several fixes and new features.
- Genie enhancements and fixes
Numeric columns are now formatted to handle IDs and currency. Entity matching scans up to 100 million rows.
- Meta Ads connector (Beta)
Ingests data from Meta Ads, requires setup as a data source.
- MySQL connector in Lakeflow Connect (Public Preview)
Enables incremental data ingestion from various MySQL databases. Requires access request through account team.
- View latest scheduled notebook job results
Shows latest scheduled run in notebooks and dashboards, can update notebook with latest results.