v1.4.2

Bugfixes

• Fixed project properties when registering a model from ASTORE.
• Fixed model metadata when registering a datastep model.

v1.4.1

Bugfixes

• Fixed an issue where string inputs to Python models were incorrectly handled by DS2.

v1.4

Changes

• PyMAS.score_code now supports a dest='Python' option to retrieve the generated Python wrapper code.
• register_model task includes a python_wrapper.py file when registering a Python model.
• Improved error message when user lacks required permissions to register a model.

Bugfixes

• Fixed an issue with CAS/EP score code that caused problems with model performance metrics.

v1.3

Improvements

• Added update_performance task for easily uploading performance information for a model.
• New (experimental) pyml2sas sub-package provides utilities for generating SAS code from Python gradient boosting models.
• New (experimental) methods for managing workflows added to model_management service.

Changes

• register_model task automatically captures installed Python packages.
• All list_xxx methods return all matching items unless a limit parameter is specified.
• Improved API documentation.
• Updated full_lifecycle example with performance monitoring.

v1.2.5

Changes

• Registering an ASTORE model now creates an empty ASTORE file in Model Manager to be consistent with Model Studio behavior.

Bugfixes

• microanalytic_score.define_steps now works with steps having no input parameters.
• Fixed an issue where score code generated from an ASTORE model lacked output variables.

v1.2.4

Bugfixes

• model_repository.get_model_contents no longer raises an HTTP 406 error.

v1.2.3

Changes

• put request will take an item parameter that's used to automatically populate headers for updates.

Bugfixes

• Convert NaN values to null (None) when calling microanalytic_score.execute_module_step.

v1.2.2

Bugfixes

• register_model task should now correctly identify columns when registering a Sci-kit pipeline.

v1.2.1

Improvements

• Added the ability for register_model to correctly handle CAS tables containing data step
  score code.

v1.2.0

Improvements

• Added create_model_version and list_model_versions to model_repository
• Added an explicit ValueError when attempting to register an ASTORE that can't be downloaded.
• Added start and limit pagination parameters to all default list_* service methods.
• Added create_destination, create_cas_destination and create_mas_destination methods for model_publish service.

Changes

• Session.add_stderr_logger default logging level changed to DEBUG.

Bugfixes

• Fixed an issue where model_repository did not find models, projects, or repositories by name once pagination limits were reached.