AI/BI リリースノート 2025

次の AI/BI 機能と改善点は 2025 年にリリースされました。

2025年8月

Dashboard external embedding Public Preview and new custom calculations functions

August 28, 2025

• Custom calculation functions: Support added for ln, log, log10, and round functions. See What are custom calculations?.
• Custom calculations limit increase: You can now define up to 200 custom calculations per dashboard.
• Embedding for external users in Public Preview: Embedding dashboards for external users is now available in Public Preview. See Embedding for external users.
• Multi-y charts with apostrophes in column names: Labels now render correctly when column names include apostrophes.
• Custom tooltips for pie charts: Pie charts now support custom tooltips.
• Fixed page and dataset renaming: An issue that prevented users from renaming pages and datasets has been resolved.

Genie follow-up questions and fixes

August 28, 2025

• Fixed cloning issue for large spaces: Spaces with a large number of instructions can now be cloned successfully.
• Fixed CSV download issue on Windows: Downloaded query result files now open reliably on Windows.

Dashboard sorting and formatting improvements

August 21, 2025

• Fixed sorting on temporal categorical axes: Resolved an issue where sorting did not work correctly on temporal categorical axes.

• Numeric formatting as Bytes: Users can now format numeric values as Bytes.

• Totals in histogram tooltips: Histograms now display totals in tooltips.

• Axis gridlines respect custom background colors: Gridlines now automatically update based on custom color palette selections for background color.

Genie SQL validation and space management

August 21, 2025

• SQL expression validation for join relationships: Added validation logic to help authors write correct SQL join relationships. If a join statement contains errors, the validation logic flags them.

• Fixed cloning issue for spaces: Resolved a bug where cloned spaces did not correctly copy over the associated tables.

Dashboard table visualization and chart improvements

August 14, 2025

• Indicator for calculated measures in table editor: Added an indicator in the table visualization editor to show when calculated measures are not displayed in the table.

• Fixed transparent headers in light mode: Resolved a bug where table visualization headers appeared transparent in light mode.

• Fixed pivot table encoding width retention: Resolved an issue where custom encoding widths in pivot table visualizations were not retained after subsequent edits.

• Measure fields appear before dimension fields: In the visualization field picker, measure fields now appear before dimension fields.

• Funnel chart support in AI/BI dashboards: Funnel charts are now supported in AI/BI dashboards. See Funnel chart.

Genie interface and file upload enhancements

August 14, 2025

• Fixed off-screen color ramp editor in Genie: Resolved a bug where the color ramp editor was hidden off-screen.

• Improved file upload security and setup in Genie: File uploads are now accessible only to the users who uploaded them. Setup is simplified to automatically designate the catalog and schema where the file is stored. See Upload a file.

Dashboard theme improvements

August 4, 2025

• Updated selection color in Terra theme: The selection color in the Terra theme has been updated to improve visibility.

Genie join relationships and data handling enhancements

August 4, 2025

• Local join relationships in Genie space knowledge stores: You can now define join relationships locally within a Genie space's knowledge store. This is useful when authors lack permissions to define primary and foreign keys on upstream tables or when the join relationship has specific requirements, such as one-to-many or complex joins. See Add SQL examples and instructions.

• Fixed saving issue for example SQL statements: Resolved a bug where example SQL statements were not saving after clicking Save.

• Improved Value Dictionary selection: Value dictionaries now select the most frequent 1024 values from the first 100k rows, instead of the first 1024 values encountered.

• Improved CSV download file naming: Downloaded CSV file names no longer include special characters (< > : " / \ | ? *). These characters are now replaced with underscores to ensure compatibility when opening files.

• Bulk actions for showing or hiding columns: Added bulk actions that let you show or hide multiple columns at once in Genie spaces. See Show or hide columns.

2025年7月発売

Sankey visualization and table formatting improvements

July 31, 2025

• Display name support for Sankey visualizations: Sankey charts now support display names for nodes.

• Fixed duplicate $ signs in table formatting: Resolved an issue where table visualizations sometimes displayed duplicate dollar signs.

Genie CSV downloads and caching enhancements

July 31, 2025

• Fixed NULL value handling in downloaded CSVs: Genie no longer replaces NULL values with the string undefined when downloading CSV files.

• Improved caching of Genie space context: Caching enhancements speed up question performance when starting a new Genie session.

• Fixed incorrect access to Genie file upload feature: The file upload feature is now restricted to customers who have opted into the Public Preview as intended.

Dashboard performance optimizations and feature enhancements

July 24, 2025

• Metric views dataset performance improvement: The dataset result table view for Metric views has been removed to reduce query executions and improve performance.

• Undo and redo support: Authors can now undo and redo actions on the canvas using keyboard shortcuts or the toolbar.

• Metric views filtering in data dialog: Within the Add data dialog, authors can now filter to show only metric views.

• Dashboard header menu reorganization: The kebab menu in the dashboard header has been reorganized for improved usability.

• Choropleth maps PNG download: Choropleth maps now support download to PNG format.

• Axis label rotation: Non-categorical axes now support label rotation for better readability.

• AGGREGATE OVER support in custom calculations: Custom calculations now support AGGREGATE OVER to enable window function-like behavior, such as computing moving averages and running totals. See What are custom calculations?.

Genie column selection and query improvements

July 24, 2025

• Improved column selection accuracy: Genie's ability to choose relevant columns based on user prompts has been improved, especially when the prompt contains a specific column value.

• Cross-geo processing error fix: Resolved an issue where customers based in Australia would receive a cross-geo processing error.

• Query execution timeout: Genie now automatically cancels query executions that take longer than 15 minutes to execute.

• Value dictionary refresh fix: Resolved an issue with long-running value dictionary addition and refresh operations.

New workflow for creating metric views from dashboards

July 17, 2025

• Create a metric view from a dashboard dataset: Authors can now promote a dashboard dataset to a metric view using the AI/BI dashboard data tab. See Create a metric view.

Genie user experience and evaluation improvements

July 17, 2025

• Feedback labels remain visible across conversation redirections: Feedback labels added to earlier messages now remain visible after users ask follow-up questions.

• Editable parameters supported for date and numeric fields: Genie now allows editable parameters on date and numeric fields, expanding beyond previous support for string fields.

• Revamped response explanations: Response explanations are now more concise and easier to read.

• Improved result classification for benchmark evaluations: The evaluation function more accurately classifies results as Good or Bad, especially when Genie returns empty results or omits data found in the example SQL output.

• Improved date boundary handling for year-over-year questions: Genie now includes the correct range of data. For example, when calculating year-over-year growth between 2022 and 2024, Genie considers data from 2021 through 2024.

Dashboard visualization updates

July 10, 2025

• Area chart error message fix: Fixed an error message that appeared when using disaggregated stacked area charts.
• Point map visualization UI update: Swapped the latitude and longitude sections in Point Map visualizations.

Genie interface, query, and data improvements

July 10, 2025

• Editable filters displays multiple values: Editable filters now display multiple values when Genie generates a SQL filter clause that includes more than one filter value.
• Edit space descriptions: You can now edit Genie space descriptions directly in place.
• SQL query recommendation: Genie now suggests popular SQL queries that come from notebooks. Previously, only popular SQL query objects were suggested.
• Faster dictionary value identification: Value dictionaries now identify unique values faster.

Dashboard theme settings and page enhancements

July 3, 2025

• Dashboard import and export retains theme settings: When you import or export a dashboard as a file, theme settings are now preserved. To learn how to set a theme, see Customize the theme.

• Dashboards now support up to 15 pages: The maximum number of pages per dashboard has increased from ten to fifteen. See Add pages, visualizations, text, and filters to the canvas.

• Annotation lines supported for temporal scales: You can now add annotation lines to charts with temporal scales.

• Parameterized schedules re-enabled: Support for parameterized schedules has been restored. See Create a schedule.

Genie visualization and permissions improvements

July 3, 2025

• Genie visualizations respect SQL sort order: Genie visualizations now default to the same sort order as returned by the SQL query.
• Permissions fix: Users with CAN MANAGE on a Genie space can now delete it.
• Datatype interpretation fix: Resolved an issue where string fields were incorrectly interpreted as date or time values.

2025年6月発売

Dashboard Git integration and workflow improvements

June 26, 2025

• Improved diff review for dashboard files: When committing dashboard changes to Git, queries and text box content now appear across multiple lines in the diff, making changes easier to review.

• Multi-statement queries in Genie on dashboards: Genie on dashboards now supports multistatement SQL queries.

• Improved schedule and subscribe workflow: You can now add subscribers when setting up a new schedule. Previously, you could only add subscribers to an existing schedule. See Create a schedule.

Genie API enhancements and SQL function improvements

June 26, 2025

• New Genie API endpoints in Public Preview: You can now use the Genie API to list all conversations in a space, delete conversations, and delete Genie spaces. See Genie in the REST API reference for details.

• More selective application of SQL functions in Genie: Genie's ability to apply SQL functions to relevant user questions has been improved.

File upload and theme customization features

June 19, 2025

• File upload to Unity Catalog from dashboards: Authors can now upload files to Unity Catalog directly from the dashboard data tab. See Create and manage dashboard datasets.

• Customizable dashboard theme: Authors can now customize the dashboard theme by setting custom font, background, and widget colors. See Dashboard settings.

Genie filter editing and audit log enhancements

June 19, 2025

• Editable filters in Genie: Users can now edit filter values to refine responses. For string columns that have value dictionaries, Genie uses context to determine when editable filters could improve accuracy and offers them accordingly.

• New audit log field for Genie comments: A new comment_type field is available in the audit log response for the createConversationMessageComment action. When a user adds a feedback comment to a conversation message, the interaction is recorded as one of the following types:

  • REQUEST_COMMENT: User leaves a feedback comment.
  • REVIEW_COMMENT: Tracks following comments, such as when a space author responds.
  • THUMBS_DOWN_COMMENT: User clicks Fix it to to get a new response.

• List Spaces Genie API: A new List Spaces Genie API endpoint retrieves all spaces the requestor has access to, including the following fields: Genie space title, description, and ID.

Dashboard visualization fixes and schedule updates

June 12, 2025

• Dashboard visualization fixes:

  • Tooltip field highlighting in combo charts fix: Tooltips shown as you hover over fields in combo charts are now correctly highlighted.
  • Table collapse icon fix: Fixed an issue where expanding and collapsing long text in table cells did not work as expected.
  • Drop-down menu rendering fix: Fixed an issue where some drop-down menus rendered incorrectly.

• Parameterized schedules temporarily disabled: Parameterized schedules have been temporarily disabled due to unexpected conflicts with some existing dashboard schedules.

Consumer access entitlement is generally available

June 5, 2025

• New consumer entitlement is generally available: Workspace admins can now grant consumer access as an entitlement to users, service principals, and groups. Consumer access enables limited workspace UI access, querying SQL warehouses using BI tools, and viewing dashboards with embedded or viewer credentials. See Manage entitlements and Share a dashboard.

Dashboard scheduling and filtering improvements

June 5, 2025

• Dashboard schedule fix: Resolved an issue where schedules for dashboards published with global filters were not executing.
• Cross-filtering fix for histograms: Fixed an issue where cross-filtering with histograms did not work on large datasets.

Genie value dictionaries and SQL editor improvements

June 5, 2025

• More value dictionaries in Genie: Genie can now support up to 60 value dictionaries. See Use value sampling to improve Genie's accuracy.

• Genie space SQL editor fix: Resolved an issued that caused the SQL editor in a chat window disappear if the user deleted the generated query. You can now use the editor to delete and rewrite queries.

2025年5月発売予定

Metric views are in Public Preview

May 29, 2025

• Unity Catalog metric views are now in Public Preview: Metric views provide a centralized way to define and manage consistent, reusable, and governed core business metrics. They abstract complex business logic into a centralized definition, enabling organizations to define key performance indicators once and use them consistently across reporting tools like dashboards, Genie spaces, and alerts. Use a SQL warehouse running on the Preview channel (2025.16) to work with metric views. See Unity Catalog metric views.

Dashboard catalog picker and filter fixes

May 29, 2025

• Catalog and schema picker in the dataset editor: You can now select a catalog and schema from the SQL editor in the Data tab of a draft dashboard. With the catalog and schema selected, you can write queries that reference a table name only, instead of a fully-qualified table name. You can still use a table's three-level namespace to reference it in a query.

• Fix for global filters on full-screen widgets: An issue that prevented full-screen widgets from displaying data when used with global filters has been resolved.

Genie knowledge store and metadata improvements

May 29, 2025

• Benchmark execution bug fix in Genie: A bug where benchmarks would not execute immediately after creating a benchmark run has been fixed.

• Popular query suggestions in Genie: Genie will now suggest popular queries as example SQL for newly added tables to the space. Only popular queries that the author has access to are suggested. See Create a Genie space.

• Table metadata improvement in Genie: The process to provide table metadata to Genie has been changed to simplify data transformation for Genie workloads.

• Genie knowledge store: The knowledge store allows authors to build more reliable, accurate Genie spaces. Authors can now annotate, edit, and manage Genie datasets at the space level using the following features:

  • Increased accuracy with example values: Genie now collects example values when you add tables to a space, helping it better understand the data in your tables and generate more accurate responses. See Edit column metadata.
  • Edit column descriptions in Genie: You can now edit table and column descriptions at the Genie-space level. This allows you to fine-tune metadata descriptions within a specific the Genie space. See Edit column metadata.
  • Column synonyms support: You can now add column synonyms to help Genie interpret your data, making column descriptions easier to understand. See Edit column metadata.
  • Hide unnecessary columns: You can now hide unnecessary columns from Genie to simplify the data model, without needing to create new UC assets. See Show or hide columns.

• Improved parameterized SQL query use in Genie: Genie's decision process for using parameterized SQL queries has been improved to better align its responses with the user's prompt.

Dashboard filter enhancements and visualization improvements

May 22, 2025

• Exclude selected values in filter widgets: Dashboard viewers can now include or exclude the values they select from multi-select filter widgets.

• Drop-down selection fix: Fixed an issue where selection options in a drop-down list appeared out of order.

• Global filters panel: Dashboard authors can now add filters to a global filters panel, which applies across all dashboard pages.

• Relative date and time preview improvement: Previews for relative date and time controls are now hidden to avoid confusion caused by time zone differences.

• Dashboard PDF snapshots improvement: Dashboard PDF snapshots now wrap the content of the dashboard and no longer include white space.

• Constant reference line annotations: Horizontal and vertical constants reference line annotations for quantitative axes in cartesian chart types, such as area, bar, line, scatter, heatmap, and histogram charts.

Genie usage guidance and query performance

May 22, 2025

• Usage guidance addition in Genie: You can now add Usage Guidance to clarify how and when SQL examples should be used.

• Improved query result display in Genie: Query results now show more quickly. It now displays Running query until the query result is ready and Still thinking if additional work is required.

• UI polling update in Genie: The UI now starts polling for result data sooner rather than waiting until after the visualization and sample questions are generated.

• Fixed missing Trusted badge in Genie: The Trusted badge now appears on certified answers and parameterized queries.

• SQL function de-emphasis in Genie: The option to add SQL functions has been de-emphasized, making adding example SQL the default action.

• Improved result delivery timing in Genie: Descriptions are now generated after the SQL is run, thereby reducing the time it takes to get results.

• Fixed empty visualizations issue in Genie: Fixed an issue where empty visualizations were occasionally rendering in Genie.

Dashboard query updates and calculation support

May 15, 2025

• Genie in dashboards query update: Genie in dashboards will now only query from dashboard datasets, instead of the underlying tables within dashboard datasets.

• Custom calculation support in dashboards: Added support for custom calculations using isnull, isnotnull functions, and the null operator.

• AI/BI dashboard schedule support: AI/BI dashboard schedules now support dashboards without embedded credentials.

• Dashboard tooltip and number formatting fixes:

  • Tooltip fix: Fixed tooltips to display an empty value when the field value is an empty string ("").
  • Number formatting support: Number formatting in table and pivot table cells from notebooks, SQL editor, and legacy dashboards can now be carried over to AI/BI dashboards.

Dashboard data selection and point maps

May 8, 2025

• Select and add multiple tables and views: Users can now select and add multiple tables and views at once from the Add data dialog.

• Draft dashboard scheduling bug fix: Fixed a bug that allowed draft dashboards to be scheduled using the API. Now, only published dashboards can be scheduled.

• AI-assisted point maps in dashboards: You can now use natural-language prompts to generate point map charts in dashboards.

• Deploy dashboard tasks using Databricks Asset Bundles: You can now use dashboard tasks within a job resource when deploying bundles. To learn more about Databricks Asset Bundles, see What are Databricks Asset Bundles?. To learn more about programmatically configuring a dashboard task in a job, see the Jobs API.

Genie value dictionary and point map support

May 8, 2025

• Increased value dictionary support in Genie: Each value dictionary in Genie now supports 1024 values per column, up from 255. Click Refresh value dictionary on your existing value dictionaries to increase cardinality support in those columns. See Use value sampling to improve Genie's accuracy.

• Point maps support in Genie: Point maps are now supported in Genie.

Dashboard data truncation improvements

May 1, 2025

• View truncated data: You can now view more data in charts with truncated results by clicking Render more data.

Genie follow-up questions and instruction processing

May 1, 2025

• Follow-up questions for text responses in Genie: Genie now suggests follow-up questions for text responses that include no generated SQL or results. Previously, follow-up questions appeared only after responses with a result set. Now, prompts such as Explain the data set also return suggested follow-up questions to help Genie space users explore the data.

• Improved instruction processing in Genie: Genie's chain-of-thought reasoning has been refined to prioritize and adhere to the most relevant instructions based on the user prompt.

2025年4月発売

Dashboard choropleth maps and AI forecast

April 24, 2025

• Choropleth maps available: Choropleth maps are now available for dashboards, allowing users to visualize data across geographical regions with varying colors based on values such as population, income, or other metrics. See Choropleth map.

  

• AI Forecast on line charts: You can now generate a forecast for a line chart (Public Preview). See Generate a forecast.

Genie prompt improvements and data sampling

April 24, 2025

• Distilled top-k prompt snippet: Replaced the original top-k prompt snippet with a shorter version (25% of the original token count) to reduce irrelevant context and improve LLM response accuracy.

• Clearer permissions warnings: Added a banner that explains when a user tries to access a Genie space containing tables they no longer have access to or that have been removed.

• Clearer next steps for permissions issues: When users try to select a table they can't read, the error message now explicitly advises them to request access from the asset owner.

• Improved collapsed visualizations: Collapsed visualizations now display the chart title in a full-width header bar with hover feedback and an expand icon. You can click or press Enter or Space to expand or collapse the visualization, improving keyboard accessibility and clarity.

• Genie data sampling can now be enabled from the previews page: Admins can now enable Genie Data Sampling, which allows Genie authors to add value dictionaries that improve Genie's ability to answer user prompt using correct columns and row values, from Previews. See Use value sampling to improve Genie's accuracy.

Dashboard custom dimensions and pivot table improvements

April 17, 2025

• Custom dimensions: Authors can create custom dimensions on AI/BI dashboards. A new set of functions, including CASE WHEN statements, CONCAT, COALESCE, and others, are now supported. See What are custom calculations?.

• Customizable pivot table widths: Pivot tables now support customizable widths.

• Sankey visualization improvements: Sankey visualizations now have reduced flickering on hover and use a lighter gray for flow lines.

Genie example questions and table management

April 17, 2025

• Example and follow-up questions: Genie now uses table metadata to automatically offer example and follow-up questions when users start exploring a Genie space. You can still add your own sample questions.

• Improved response layout: Genie's response layout has been redesigned to simplify chat interactions.

• View and remove missing tables: Users can now view and remove missing tables in a Genie space. The Data tab now shows visual indicators to mark tables that cannot be accessed. You can use the UI to remove those tables.

• Improved data access transparency: The table picker in Genie now prevents choosing tables for which you do not have at least SELECT privileges. This helps to ensure that Genie spaces only include tables that can return results. To learn about data Unity Catalog data privileges, see Unity Catalog privileges and securable objects.

End of support for legacy dashboards

April 10, 2025

You can no longer create or clone legacy dashboards using the UI or API. Databricks continues to address critical security issues and service outages, but recommends using AI/BI dashboards for all new development. To learn more about AI/BI dashboards, see Dashboards. For help migrating, see Clone a legacy dashboard to an AI/BI dashboard and Use dashboard APIs to create and manage dashboards.

Dashboard source control and export fixes

April 10, 2025

• Source control for dashboards: Dashboards can now be integrated with Databricks Git folders for collaboration and version control(Public Preview). See Source control dashboards.

• Revert draft dashboards to the last published version: You can now discard changes to a draft dashboard and restore it to the most recently published state. This makes it easier to undo edits and return to a known, shared version. See Draft and collaborate on a dashboard.

• Dashboard PDF export and embedded filter fixes:

  • PDF export fix: Fixed an issue where PDF export did not apply selected filter values at the time of export.
  • Embedded dashboard filter fix: Fixed an issue where filters were not rendering correctly in embedded dashboards.

Genie feedback workflow and security enhancements

April 10, 2025

• Revamped feedback flow in Genie: The Genie feedback workflow is now more interactive and responsive. When a response is incorrect, you can explain why it's wrong by choosing from a selection of common issues or entering your own explanation. You can regenerate the response based on the feedback you provide, or send it to a space editor for manual review. See Response feedback.

• Customer-managed key support for Genie: Genie spaces created after April 10, 2025 are now encrypted and compatible with customer-managed keys. See Customer-managed keys for encryption.

Dashboard publishing and visualization updates

April 3, 2025

• Streamlined publish flow: All publish actions now embed the publishing user's warehouse permission. The only decision is whether to embed the data credential. Embedding credentials removes the previous requirement of all users requiring individual access to the selected warehouse if the dashboard was published without embedded credentials. See What are embedded credentials?.

• Continue Genie conversations: When Genie is enabled for a dashboard, opening it now resumes the last conversation until a new one is started.

• Stable color assignment: Color assignment is now stable as filter values change.

• PNG download support for maps: Downloading PNGs for maps is now supported.

• Sankey visualizations: Sankey visualizations are now available on AI/BI dashboards. See Sankey diagram.

Genie API performance and space creation fixes

April 3, 2025

• Genie API performance improvement: API response latency has been improved by removing unnecessary completion steps.

• Create Genie spaces from Catalog Explorer fix: An issue with creating Genie spaces from Catalog Explorer has been resolved.

2025年3月

Dashboard migration and localization improvements

March 27, 2025

• Chart migration fix: Dual-axis charts are now converted as expected when migrating from legacy dashboards to AI/BI dashboards.

• More space for titles: Narrow widgets and filter drop-downs now allocate more space for titles.

• Customize dashboard visualization settings by locale: Use the editing panel on your draft dashboard to select a locale and customize settings across all filter and visualization widgets.

• Improved URL stability: Importing a new version of a dashboard in draft and publishing no longer breaks filter values saved in existing URLs. See Filters in published dashboard URLs.

• Improved Genie creation flow: When you create a new Genie space, you need only to add tables to the space to start testing and iterating. See Set up and manage an AI/BI Genie space.

• Conversations API update: Messages sent through the Conversations API now appear in the monitoring tab.

Dashboard query history and sorting enhancements

March 20, 2025

• Query history update: When viewing the query history, scheduled dashboard update queries now display the dashboard publisher as the user instead of System Service Principal.

• Simplified actions menu: The Ask Genie button no longer appears in a widget's kebab menu when Genie is not enabled on a dashboard.

• Increased custom sorting limits: You can now custom sort up to 500 items in a visualization.

• Resolved issue with subscription emails: Dashboards created using jobs now correctly apply subscription settings set at the workspace level.

Genie UI redesign and permission management

March 20, 2025

• New Genie space UI: Genie now has a redesigned UI for authoring and chats. The new layout has more space for conversations and a reorganized interface for adding and refining instructions. See Set up and manage an AI/BI Genie space.

• Privileged users can help refine instructions: Users with at least CAN EDIT permissions can now view the source SQL used to generate answers, allowing them to help refine Genie instructions.

• Restricted table selection in Genie: To return results, users must have at least SELECT privileges on the Unity Catalog objects in the space. Authors are now restricted from adding tables where they have insufficient permissions.

• Improved SQL matching in Genie: Genie can now better utilize example SQL statements when user prompts closely match the example SQL.

Dashboard audit logs and workflow integration

March 13, 2025

• New audit log emitted for dashboard downloads: Downloading dashboards as PDF now triggers the audit log event triggerDashboardSnapshot.

• Dashboards are supported as a task type in workflows: Create a job task with the Dashboard task type to refresh dashboard results and optionally send subscription emails.

• Calculated measures from dashboards better supported: Genie spaces created from dashboards are now better able to use any calculated measures defined on the dashboard.

• Fixed null value styling: Pivot table cells with null values now display with the correct styling.

• Sorting with filters now supported: Single-value and multi-value filters now support sorting.

Genie conversation API and data sampling

March 13, 2025

• Easier to understand audit events in Genie: The updateConversationMessageFeedback audit event now includes a feedback_rating field to quickly see whether a rating is positive or negative.

• Genie Conversations API in Public Preview: The Genie Conversation API is now in Public Preview. Use the API to ask questions, retrieve generated SQL and query results, or get the details associated with a Genie space. For more details, see Set up and manage an AI/BI Genie space.

• Genie data sampling is now available in Public Preview: This feature improves Genie's ability to translate user prompts into the right column and row values. To test this feature, contact your Databricks account team.

• Genie now self-reflects: As Genie generates SQL, it self-reflects to fix issues and return higher-quality answers. This improves Genie's ability to author filter conditions and fewer SQL errors.

• Improved keyword contextualization in Genie: Genie has improved its ability to provide relevant context in its responses based on keywords in the user question.

• Improved benchmark evaluation logic in Genie: Genie now supports column and row reordering and permits extraneous column selection in SQL results.

Dashboard visual indicators and chart improvements

March 6, 2025

• New visual indicators for column names: Duplicate column names are now greyed out to indicate lack of support.

• Fixed an issue with color mappings: Color mappings in the visualization editor now align with the renderer.

• Restricted character set: The name propertycustomer_ref_id in the serialized dashboard format is now restricted to alphanumeric characters, hyphens, and underscores. Before, there was no restriction in the character set.

• Dual-axis charts now support zoom: You can now click and drag to zoom in on non-combo dual-axis charts.

• Inclusive relative date ranges: The dates you select when choosing relative date periods in the date range picker, such as last week or last month, are now inclusive of the current date. See Date range picker.

• Freeze table columns: You can now freeze table columns to the left side of the table display. Columns stay in view as you scroll right on the table. See Dashboard visualizations.

• Fixed an issue with combo charts: Resolved misalignment between x-axis labels and bars when using a temporal field on the x-axis.

Genie benchmark evaluation improvements

March 6, 2025

• Improved benchmarks in Genie: The benchmark evaluation function now more accurately detects incorrect results.

2025年2月

Dashboard date controls and notification features

February 27, 2025

• Relative dates update: The relative dates in date and date range pickers now include the current day.

• Error message improvement: Error messages for calculated measures now indicate that filter clauses are not supported.

• Publish notification feature: Dashboard authors can now send publish notifications when updating a dashboard. See Publish a dashboard.

• Ask Genie about specific charts: You can now ask questions about specific charts in Genie-enabled published dashboards. Genie uses the selected chart's title and dataset query as context for the conversation. See Ask Genie about a specific chart.

Genie file uploads and formatting improvements

February 27, 2025

• File uploads in gated Public Preview: A new feature that allows users to upload CSV and Excel files directly to a Genie space. See Upload a file. To enable file uploads, contact your Databricks account team.

• X-axis formatting: The x-axis for Combo charts now applies formatting for improved readability.

• Consistent security settings: Genie now respects the workspace level setting to enable Results tables clipboard features in admin security settings. See Manage your workspace.

Dashboard thumbnails and table enhancements

February 21, 2025

• Quickly navigate to the most popular dashboards: Dashboard thumbnails are now shown for all dashboards published with embedded credentials. The dashboards listing page attempts to show thumbnails for the four most popular dashboards you can access. Dashboards you don't have access to do not appear on the listing page.

• Pivot tables support more cells: Pivot tables now accommodate up to 1,000 rows and 1,000 columns, up from the previous limit of 100 rows and 100 columns.

• Edit box plot display names: You can now edit the Y-axis display names in box plots, enabling a more customized presentation.

• Multiple Y fields for generated charts: Visualizations generated using the Databricks Assistant now support multiple Y fields.

• ColorBy performance optimization: Rendering is now optimized for charts with a very large number of groupings. This optimization prevents performance issues and crashes.

Genie parameter editing and data source visibility

February 21, 2025

• Edit parameters in a response: You can now edit the parameter values used to generate a response to a trusted question. See Review a response.

  

• View data sources in Genie: Genie now displays the tables used as source data for each response.

• Avoid unnecessary wait times in Genie: You can now cancel a SQL query execution during the Waiting for warehouse state to avoid unnecessary wait times.

• Improved error messaging in Genie: Removed duplicate error messages from generated visualizations.

ダッシュボードのリスト ページの修正

2025年2月13日

• ダッシュボードのリストページを修正しました。 一部のダッシュボードがリストページから除外される原因となっていた問題が解決されました。 リストページに、アクセス権限のあるすべてのダッシュボードが表示されるようになりました。

Genie SQLの推論とチャートの改善

2025年2月13日

• 生成されたSQLに関する推論の改善: GenieのテキストをSQLに変換するモデルは、現在、Chain-of-Thought推論を使用して、質問を管理可能なステップに分解しています。次に、SQL生成の計画です。最後に、パーツを 1 つの SQL クエリに結合します。このアップグレードにより、より堅牢で正確なSQL変換が実現します。正確なフィルター条件を選択するGenieの能力が向上し、微妙な質問に対する推論が改善されるはずです。

• Genieの進行状況の表示を修正しました。 結果がすでに返された後に、Genieが 「Still thinking 」ステータスを表示していた問題を解決しました。

• Genieスペース共有の通知: Genieスペースを共有すると、受信者にEメール通知が送信されるようになりました。「Genieスペースの共有」を参照してください。

• ズーム動作を修正しました:

  • グラフを拡大すると、定量的な値に関連付けられた色が変更される問題を解決しました。
  • 時間フィールドを含むカテゴリ チャートを拡大できない問題を解決しました。

• チャートの移行の改善: SQL エディター、レガシーダッシュボード、およびソートを含まないノートブックで作成されたビジュアライゼーションは、期待どおりに移行するようになりました。

ダッシュボードのカスタマイズとページ管理

2025年2月6日

• ソート順とラベルの角度をカスタマイズします。 軸上のデータの並べ替え順序を制御し、ビジュアライゼーションのラベルの角度を調整します。 「フォーマット軸の設定」を参照してください。

• テーブルのカスタム列幅: テーブル視覚化のすべての列タイプで、カスタム幅がサポートされるようになりました。 列の上部にあるハンドルをドラッグして、サイズを調整します。

• ダッシュボードページを複製します。 ダッシュボードページを複製できるようになりました。 ページのクローン作成を参照してください。

• タイムゾーンの処理を更新しました。 ビジュアライゼーションで、ブラウザーの設定ではなく、データセットまたはコンピュート リソースのタイムゾーンが使用されるようになりました。 ウィジェットにタイム ゾーンの異なる 2 つの列が含まれている場合、2 番目の列は最初の列と一致するように書式設定されます。

Genie ビジュアライゼーションの表示コントロール

2025年2月6日

• チャットウィンドウでビジュアライゼーションを非表示にする: ビジュアライゼーションには、右上隅に 折りたたみアイコンがあり、グラフを非表示にするために使用できます。 [ ビジュアライゼーションの表示] をクリックして展開します。 Genie でのビジュアライゼーションの操作の詳細については、「 ビジュアライゼーションの生成」を参照してください。

2025年1月

ダッシュボードの計算メジャーとデータ表示

2025年1月30日

• 計算メジャーを作成します。 データセットを定義する SQL クエリを変更せずに、計算を実行し、新しいデータ フィールドを視覚化します。詳細については、「 カスタム計算とは」を参照してください。

• ダッシュボードを名前で並べ替えます。 ダッシュボードのリストページでダッシュボードを名前で並べ替えることができるようになりました。

• グラフに拡張されたデータ表示: ダッシュボードの視覚化で、最大 15,000 行のデータがサポートされるようになりました。

Genie 視覚化の生成とウェアハウスのステータス

2025年1月30日

• Genieが生成したビジュアライゼーション: Genieは、視覚化によって応答の明確さが向上することを検出すると、結果に視覚化を含めます。

• ウェアハウスのステータスの表示性の向上: Genie は、リクエストがキューに登録され、関連付けられたSQL ウェアハウスによる処理を待っているときに、 ウェアハウスの待機 中メッセージを表示するようになりました。

• ウェアハウス ピッカー UI の更新: Genieスペース のウェアハウス ピッカーは、リストから最初に実行中のウェアハウスを自動的に選択するようになりました。更新された外観は、 Databricks UI の他のコンピュート セレクターと一致します。

• 結果テーブルの問題を修正しました。 Genieは、応答にテーブルの結果を確実に含めるようになりました。

Dashboard サービスプリンシパル パブリッシングとクロスフィルタリング

2025年1月23日

• サービスプリンシパルを使用して公開します。 これで、 REST API を使用して、サービスプリンシパル クレデンシャルでダッシュボードを公開できるようになりました。 「 サービスプリンシパルを使用してダッシュボードを公開および共有する」を参照してください。

• Reorder データセット: データセット名をドラッグ&ドロップして、[ データ ]タブでの順序を変更します。

• ポイントマップのクロスフィルタリングのサポート: ポイントマップチャートでクロスフィルタリングが使用できるようになりました。クロスフィルタリングをサポートするグラフタイプのリストについては、「 クロスフィルタリングの適用」を参照してください。

• 新しい散布図のスケーリング オプション: Log (Symmetric) スケール関数が散布図で使用できるようになりました。

• 固定範囲スライダー: 「範囲」スライダ フィルタで、選択した範囲内の項目に正しく制限されるようになりました。

• 修正ツールチップ: ツールチップに、ラベル付きのチャートの正確な合計が表示されるようになりました。

Genie テーブルの引用符とクエリの修正

2025年1月23日

• 固定テーブル識別子の引用: Genie は、カタログ、スキーマ、およびテーブル名の各部分をバッククォートを追加することで、クエリでテーブル名識別子を適切に引用符で囲むようになりました。 たとえば、catalog.schema.table は、TABLE_OR_VIEW_NOT_FOUND エラーを防ぐために catalog`.`schema`.`table として書式設定されるようになりました。

• ANY キーワードエラーを修正しました。 Genie は、一般的な SQL エラーを回避するために、リスト列をクエリするときに ANY キーワードを IN キーワードに置き換えるようになりました。

• クエリの説明の改善: Genieは、更新されたモデルを使用して、より正確で正確なクエリの説明を生成するようになりました。

ダッシュボードのPDFダウンロードとデータセットの視覚化

2025年1月16日

• PDFとしてダウンロード: 公開されたダッシュボードの PDF コピーをダウンロードできるようになりました。 「公開済みダッシュボードのダウンロード」を参照してください。

• 使用中のデータセットを視覚的に識別します。 データ タブのデータセットがキャンバス上のビジュアライゼーションで使用されているかどうかを視覚的なインジケーターでマークするようになりました。 キャンバス ウィジェットをサポートするデータセットには、青いアイコンと太字のタイトルがあります。 未使用のデータセットには、灰色のアイコンと太字でないタイトルが表示されます。

• Databricks Assistant で新しいグラフを生成します。 Databricks Assistant で、自然言語要求からの 2 軸グラフの作成がサポートされるようになりました。

• COUNT(*)メジャーとして追加されます。 ビジュアライゼーション エディターからフィールドを選択すると、COUNT(*) がメジャー セクションに表示されるようになりました。

• ダッシュボードのホバー ラインと Excel ダウンロードの修正:

  • 修理する： ホバー ラインが水平グラフに正しく表示されるようになりました。
  • 修理する： データセットを Excel ファイルとしてダウンロードすると、正しい数値データ型が保持されるようになりました。

Genie ウェアハウス セレクターの改善

2025年1月16日

• ウェアハウスの詳細については、 Genieを参照してください。 スペース設定のデフォルト ウェアハウス セレクターが更新され、ステータス、サイズ、ウェアハウス タイプが表示されるようになりました。 また、入力してウェアハウスをフィルタリングして選択することもできます。

ダッシュボードの全画面表示モードとページ名の表示

2025年1月9日

• ダッシュボードの全画面表示モードの修正: フィルターとコンテキストメニューがフルスクリーンモードで表示されるようになりました。

• ページ名を表示: ダッシュボード ページ名の表示文字数が 50% 増えました。切り捨てられる前に表示されます。

Genie テーブルの数と構文の修正

2025年1月9日

• Genie テーブルの数と構文の改善:
  • 改善： Genie がスペース内のテーブル数で正しく応答するようになりました。
  • 改善： バッククォートの不適切な使用によって引き起こされる PARSE_SYNTAX_ERROR の問題の頻度を減らしました。