1.6.0 (2023-05-03)
Features Added
- Added experimental scatter gather node to DSL package. This node has a unique mldesigner dependency.
- Added support to make JobService and ServiceInstance objects serializable when printed
- Support Singularity compute in pipeline job
- Added purge operation support for workspace resource
- Added Feature Store, its dedicated classes and updated the docstrings, now available in public interface. The classes added are
FeatureStoreOperations, FeatureSetOperations, FeatureStoreEntityOperations
with properties classes specific to the new features. - Support additional_includes in command component
- Added experimental
distribution: ray
support in command job.
Bugs Fixed
- Fixed issue where show_progress=False was not being respected for uploads when set via MLClient
- Fixed issue of spark input/output mode validation doesn't take effect because of wrong type assertion
- Fixed the bug when setting
node.limits.timeout
to a pipeline input. - Removed Experimental Tag from Idle Shutdown, Custom Applications, Setup Scripts, and Image Metadata on Compute Instances.
- Removed Experimental Tag from JobService classes
Breaking Changes
- Renamed
JobServiceBase.job_service_type
totype
Other Changes
- Remove the default placeholder for CommandComponent.code