Backward incompatibility
Deprecations
New additions
* Add an optional `stage_subdirectory` field to `application package` entity. When specified, application artifacts are uploaded to this subdirectory instead of the root of the application package's stage.
* Add `snow spcs service events` command to retrieve service-specific events:
* Supports filtering by service name, container name, instance ID, time intervals (`--since`, `--until`), and pagination (`--first`, `--last`).
* Use `--all` to fetch all columns.
* Add `snow spcs service metrics` command to fetch service metrics:
* Supports filtering by service name, container name, instance ID, and time intervals (`--since`, `--until`).
* Use `--all` to fetch all columns.
* Added support for glob pattern (except `**`) in artifact paths in snowflake.yml for Streamlit.
* Added support for glob pattern (except `**`) in artifact paths in snowflake.yml for Snowpark, requires ENABLE_SNOWPARK_GLOB_SUPPORT feature flag.
* Added command `snow app release-directive add-accounts` and `snow app release-directive remove-accounts`
* Added `snow app release-channel set-accounts` command to set accounts for release channel.
* Added support for Mac Os x86_64 architecture.
* Added `--force-replace` flag in `snow snowpark deploy` command to replace entities even if no changes are detected.
* Changes to notebook commands:
* Added `snow notebook deploy` command that allows creating a notebook using local file.
* Add support for containerized notebooks.
* Added notebooks to `snow object` commands.
Fixes and improvements
* Fixed MFA caching issue in binaries.
* Fixed auto-completion issue in binaries.