v1.11.5

Improvements

• Added model versioning methods to model_repository.py to handle model version endpoints.
• Allow for user to set custom timeout length for score testing in score_model_with_cas.

v1.11.4

Improvements

• Improved upload_local_model to allow for SAS Model Manager to properly intake local ASTORE models.

v1.11.3

Improvements

• Added upload_local_model to tasks.py, which can be used to upload local directories to SAS Model Manager without any file generation.

v1.11.2

Bugfixes

• Updated calculate_model_statistics function in write_json_files.py to improve ROC tables as well as model card files.

v1.11.1

Improvements

• Improved functionality for score_definition.py and score_execution.py, allowing for more general usage of the score_model_with_cas task
  • Also allowed for model name to be passed into functions instead of requiring model UUID
• Pickle files now loaded with pd.read_pickle() instead of pickle.load() in score code, allowing for more flexibility between python environments

Bugfixes

• Updated pzmm_generate_complete_model_card.ipynb to have better preprocessing function

v1.11.0

Changes

• Added score_definition.py and score_execution.py to allow for score testing within SAS Model Manager
  • Included optional use of CAS Gateway for faster scoring. Only available in environments where Gateway scoring is properly set up.
• Added ability to include data pre-processing function within python score code using the preprocess_function argument.

Bugfixes

• Fixed issue where settings file was improperly imported in some score code files.

v1.10.7

Bugfixes

• Fixed a bug that caused an error when performing SSL verification without a CA bundle specified.

v1.10.6

Improvements

• Refactor tasks.py to utilize sasctl.pzmm functions.
• Add model_info class to better capture model information.

v1.10.5

Buxfixes

• Updated write_json_files.py to allow for better support for prediction models
• Fixed issues relating to model card support.

v1.10.4

Improvements

• Added example Jupyter notebook for OpenAI models.

Buxfixes

• Dropped support for Python 3.6 and Python 3.7, as those are no longer officially supported versions.
• Added dmcas_misc.json template file for model card generation.
• Updated generation of ModelProperties.json to allow for model card generation immediately upon upload.