0.1.0b7 (Unreleased)
Features Added
- Spark job submission.
- Command and sweep job docker config (shmSize and dockerArgs) spec support.
- Entity load and dump now also accept a file pointer as input.
- Load and dump input names changed from path to 'source' and 'dest', respectively.
- Load and dump 'path' input still works, but is deprecated and emits a warning.
- Managed Identity Support for Compute Instance (experimental).
- Enable using @dsl.pipeline without brackets when no additional parameters.
- Expose Azure subscription Id and resource group name from MLClient objects.
- Added Idle Shutdown support for Compute Instances, allowing instances to shutdown after a set period of inactivity.
Breaking Changes
- Change (begin_)create_or_update typehints to use generics.
- Remove invalid option from create_or_update typehints.
- Change error returned by (begin_)create_or_update invalid input to TypeError.
- Rename set_image_model APIs for all vision tasks to set_training_parameters
- JobOperations.download no longer provides a default value for download_path
Bugs Fixed
Other Changes
0.1.0b6
Features Added
- Support for AutoML Component
- Added skip_validation for Job/Component create_or_update
Breaking Changes
- Dataset removed from public interface.
Bugs Fixed
- Fixed mismatch errors when updating scale_settings for KubernetesOnlineDeployment.
- Removed az CLI command that was printed when deleting OnlineEndpoint