azure-ai-ml_0.1.0b7

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

Other Changes