v1.5.5

Bugfixes*

• Fixed an issue with JSON parsing that caused the publish_model task to fail with Viya 4.0.

v1.5.4

Improvements

• Added the as_swat method to the Session object, allowing connection to CAS through SWAT without an additional authentication step.

Changes

• Integrated PZMM into Session calls and removed redundant function calls in PZMM.
• ROC and Lift statistic JSON files created by PZMM are now generated through CAS actionset calls.
• Updated the PZMM example notebook, FleetMaintenance.ipynb, to include integration of PZMM with sasctl functions.

Bugfixes

• Reworked the model_repository.get_repository() to prevent HTTP 403 errors that could occur with some Viya environments.

v1.5.3

Bugfixes

• Added PZMM fitstat JSON file to manifest.

v1.5.2

Improvements

• PZMM module moved from a stand-alone repository to a sasctl submodule.
• Introduced deprecation warnings for Python 2 users.

v1.5.1

Bugfixes

• Fixed PyMAS utilities to correctly work functions not bound to pickled objects.
• Model target variables should no longer appear as an input variable when registering ASTORE models.

v1.5

Improvements

• Registered Python models will now include both predict and predict_proba methods.
• Added a new Relationships service for managing links between objects.
• Added a new Reports service for retrieving SAS Visual Analytics reports.
• Added a new Report_Images service for rendering content from reports.
• Additional metadata fields are set when registering an ASTORE model.
• Collections of items should now return an instance of PagedList for lazy loading of results.
• Module steps can now be called using module.step(df) where df is the row of a DataFrame or Numpy array.
• register_model sets additional project properties when registering an ASTORE model.

Changes

• Replaced the raw parameter of the request methods with a format parameter, allowing more control over the
  returned value.
• The get_file_content method of the Files service now returns the actual content instead of the file metadata.
• JSON output when using sasctl from the command line is now formatted correctly.

Bugfixes

• model_publish.delete_destination now works correctly.

v1.4.6

Bugfixes

• Fixed an issue where the REQUESTS_CA_BUNDLE environment variable was taking precedence over the verify_ssl parameter.

v1.4.5

Changes

• Saving of package information can now be disabled using the record_packages parameter of register_model.

Bugfixes

• Added support for uint data types to the register_model task.
• Fixed an issue where long package names caused register_model to fail.
• Session creation now works with older versions of urllib3.

v1.4.4

Bugfixes

• Match performance definitions based on project instead of model.

v1.4.3

Bugfixes

• Model versioning now works correctly for Python models
• Fixed an issue where None values in Python caused issues with MAS models.