Latest releases from the Databricks ecosystem.

WorkspaceExt upload/download and SharesExt list now include the X-Databricks-Org-Id header for SPOG host compatibility. WorkspaceClient.get_workspace_id avoids an API call when the workspace ID is already known, fixing a SPOG host failure.

This release automatically detects unified hosts for account and workspace operations, removing the need for an experimental flag. It drops support for Python 3.8 and 3.9, now requiring Python 3.10 or newer.

The SDK now automatically detects AI coding agents and appends agent information to HTTP request headers. Two new `disable_gov_tag_creation` fields were added to restrict workspace admin settings.

This release introduces a new `environments` service for managing workspace environments and adds a `parent_path` field to `GenieSpace` dashboards. It also includes a new `can_create_app` permission level for IAM.

You can now specify a `default_profile` in your `.databrickscfg` file's `[__settings__]` section for consistent profile resolution. New `alert_output` and `alert_task` fields have been added to several job-related API objects.

Databricks SDK for Python now supports new fields for defining ingestion pipelines, including connector type, data staging options, and detailed ingestion source information. External function requests in model serving can now specify a sub-domain.

This release introduces new methods for the Genie workspace service and an update_role method for the Postgres service. Several fields across ML and other services are now optional, including breaking changes for `entity_columns`, `inputs`, `function_type`, `entity_column_identifiers`, and `timeseries_column_identifier` in various ML-related services.

Databricks CLI authentication now correctly errors on token scope mismatches, prompting re-authentication instead of silently using incorrect permissions. New `dataclassification` and `knowledgeassistants` services and corresponding workspace-level APIs have been added.

The SDK now dynamically adjusts authentication token refresh periods based on the token's initial lifetime, up to 20 minutes for standard OAuth. Users can override this behavior by specifying a fixed stale_duration in the Refreshable class constructor.