Releases: sassoftware/python-sasctl
Releases · sassoftware/python-sasctl
v1.11.4
v1.11.3
Improvements
- Added
upload_local_model
totasks.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 inwrite_json_files.py
to improve ROC tables as well as model card files.
v1.11.1
Improvements
- Improved functionality for
score_definition.py
andscore_execution.py
, allowing for more general usage of thescore_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 ofpickle.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
andscore_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 utilizesasctl.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.
v1.10.3
Bugfixes
- Updated all examples to use current versions of sasctl functions
- Fixed bug in
generate_model_card
that threw an error when trying to generate thedmcas_misc.json
file