Gitlab merge (#102)

* Merge 4075/4083 commits from OMMR

* Adjust pzmm zipping method to output iofile.

* Remove now-redundant pzmm model upload process.

* Edit notebook example to leverage sasctl framework.

* Adjust dmcas writers doc_strings to state acceptance of dataframe, array, or list

* First attempt to change dmcas_fitstat writer to accept more data types.

* added Session.as_swat()

* updated docs

* test as_swat()

* Combine Lift/ROC chart generation into one call.

* Spell transpose correctly and remove unused functions.

* Remove uploadData from init statement.

* Include empty ROC and Lift dmcas JSON files in installation.

* Lowercase all references to pzmm.

* Add empty dmcas lift/roc JSON files.

* Add missing null roc json file.

* Final dev updates to Lift/ROC chart fixes.

* custom get_repository() method to ignore 403 errors.  Improved efficiency for default_repository()

* Adjust score code for invalid column names/values.

* Fix missing numpy package in writeScoreCode

* Fix isidentifer error with improper type.

* Add error for no data provided in calculateFitStat

* Fix dataframe input for generateROCLiftStat()

* Update example notebook to include new features

* Adjust protocol for Session object.

* Fix error in generating ROC/LIFT charts.

* Update example notebook and outputs.

* Fix overwritten model object on repeat runs.

* Adjust text to documentation standards.

* Remove sas server names from example before GitHub release.

* include docs and examples

* additional example

* Merge from Github

* Fix missing argument in pickle and zipping calls.

* refreshed cassettes

* refreshed cassettes

* refreshed cassettes

* temporary disable regression test

* temporary disable regression test

* correctly mock default repo

* fix tests

* fixed cli command for get_repository

* Update changelog.md

* prep for release

* Adjust score code for invalid column names/values.

* Fix missing numpy package in writeScoreCode

* Fix isidentifer error with improper type.

* Merge 4075/4083 commits from OMMR

* Adjust dmcas writers doc_strings to state acceptance of dataframe, array, or list

* First attempt to change dmcas_fitstat writer to accept more data types.

* custom get_repository() method to ignore 403 errors.  Improved efficiency for default_repository()

* Adjust protocol for Session object.

* Update example notebook and outputs.

* Fix overwritten model object on repeat runs.

* Adjust text to documentation standards.

* Adjust score code for invalid column names/values.

* Fix missing numpy package in writeScoreCode

* Fix isidentifer error with improper type.

* Adjust score code for invalid column names/values.

* Fix missing numpy package in writeScoreCode

* Fix isidentifer error with improper type.

* Change writeScoreCode intercept default behavior

* writeScoreCode should handle non-binary targets

* Add software version checking API call and task.

* Added MM version check to writeScoreCode().

* Add DS2 wrapper function to writeScoreCode.py

* Include future API builds for Viya 4.0

* Add API call to move Python score resources.

* Fix doc_string errors.

* Add f(x) to upload/copy pzmm Python/DS2 score code

* Include upload/copy score code in writeScore()

* Fix indentation error

* First run of testing new copy/upload task.

* Fix incorrect role assignment of pickle file.

* Add headers to PUT scoreResources API call.

* Adjust version to differentiate between main/dev versions.

* Handle case of Viya 3.5 & no model provided.

* General fixes to DS2 converter.

* Fix dtype vs string error.

* Call ds2 wrapper endpoint and adjust writeScoreCode.

* Add mojo model file handling to PickelModel.

* Add H2O option to writeFileMetaData.

* Add mojo file to zippable files

* Fix astore vs Python typo

* Add new import file to handle model imports and adjust init file

* Adjust examples and create new simple/h2o notebooks

* Include single row csv for testing

* Major update to writeScoreCode

* Final modification to writeScoreCode & new notebooks

* Edit notebook to remove unused cells

* Fix pathing and .zip errors in H2O example

* Fix trailing .zip

* Include default method for scoring/validating in CAS for Viya 3.5 users.

* Required *.sas files for scoring in CAS/MAS

* Remove reference to uncommitted feature

* Bug fixes for CAS wrapper and documentation

* Delete FleetManagementSimple.ipynb

* Update FleetManagementSimpleH2O.ipynb

* Update H2OModelFleetMaintenance.ipynb

* Adjust to new handling of model importing

* Delete fleet_maintenance.csv

* Update change to CSV files

* Update H2OModelFleetMaintenance.ipynb

* Update README.md

* Rebase with github

* Fix input/output var json column numbers

* Adjust dmcas writers doc_strings to state acceptance of dataframe, array, or list

* First attempt to change dmcas_fitstat writer to accept more data types.

* custom get_repository() method to ignore 403 errors.  Improved efficiency for default_repository()

* Update example notebook and outputs.

* Fix overwritten model object on repeat runs.

* Adjust text to documentation standards.

* Update example notebook to include new features

* Adjust protocol for Session object.

* Update example notebook and outputs.

* Fix overwritten model object on repeat runs.

* Merge from Github

* Fix missing argument in pickle and zipping calls.

* temporary disable regression test

* fix tests

* fixed cli command for get_repository

* Update changelog.md

* prep for release

* Adjust score code for invalid column names/values.

* Fix isidentifer error with improper type.

* Add software version checking API call and task.

* Include future API builds for Viya 4.0

* Add f(x) to upload/copy pzmm Python/DS2 score code

* Fix indentation error

* First run of testing new copy/upload task.

* Adjust examples and create new simple/h2o notebooks

* Final modification to writeScoreCode & new notebooks

* Edit notebook to remove unused cells

* Fix pathing and .zip errors in H2O example

* Include default method for scoring/validating in CAS for Viya 3.5 users.

* Delete FleetManagementSimple.ipynb

* Update FleetManagementSimpleH2O.ipynb

* bugfix & prep for 1.5.5

* pzmm updates (#87)

* Merge 4075/4083 commits from OMMR

* Adjust pzmm zipping method to output iofile.

* Remove now-redundant pzmm model upload process.

* Edit notebook example to leverage sasctl framework.

* Adjust dmcas writers doc_strings to state acceptance of dataframe, array, or list

* First attempt to change dmcas_fitstat writer to accept more data types.

* added Session.as_swat()

* updated docs

* test as_swat()

* Combine Lift/ROC chart generation into one call.

* Spell transpose correctly and remove unused functions.

* Remove uploadData from init statement.

* Include empty ROC and Lift dmcas JSON files in installation.

* Lowercase all references to pzmm.

* Add empty dmcas lift/roc JSON files.

* Add missing null roc json file.

* Final dev updates to Lift/ROC chart fixes.

* custom get_repository() method to ignore 403 errors.  Improved efficiency for default_repository()

* Adjust score code for invalid column names/values.

* Fix missing numpy package in writeScoreCode

* Fix isidentifer error with improper type.

* Add error for no data provided in calculateFitStat

* Fix dataframe input for generateROCLiftStat()

* Update example notebook to include new features

* Adjust protocol for Session object.

* Fix error in generating ROC/LIFT charts.

* Update example notebook and outputs.

* Fix overwritten model object on repeat runs.

* Adjust text to documentation standards.

* Remove sas server names from example before GitHub release.

* include docs and examples

* additional example

* Merge from Github

* Fix missing argument in pickle and zipping calls.

* refreshed cassettes

* refreshed cassettes

* refreshed cassettes

* temporary disable regression test

* temporary disable regression test

* correctly mock default repo

* fix tests

* fixed cli command for get_repository

* Update changelog.md

* prep for release

* Adjust score code for invalid column names/values.

* Fix missing numpy package in writeScoreCode

* Fix isidentifer error with improper type.

* Merge 4075/4083 commits from OMMR

* Adjust dmcas writers doc_strings to state acceptance of dataframe, array, or list

* First attempt to change dmcas_fitstat writer to accept more data types.

* custom get_repository() method to ignore 403 errors.  Improved efficiency for default_repository()

* Adjust protocol for Session object.

* Update example notebook and outputs.

* Fix overwritten model object on repeat runs.

* Adjust text to documentation standards.

* Adjust score code for invalid column names/values.

* Fix missing numpy package in writeScoreCode

* Fix isidentifer error with improper type.

* Adjust score code for invalid column names/values.

* Fix missing numpy package in writeScoreCode

* Fix isidentifer error with improper type.

* Change writeScoreCode intercept default behavior

* writeScoreCode should handle non-binary targets

* Add software version checking API call and task.

* Added MM version check to writeScoreCode().

* Add DS2 wrapper function to writeScoreCode.py

* Include future API builds for Viya 4.0

* Add API call to move Python score resources.

* Fix doc_string errors.

* Add f(x) to upload/copy pzmm Python/DS2 score code

* Include upload/copy score code in writeScore()

* Fix indentation error

* First run of testing new copy/upload task.

* Fix incorrect role assignment of pickle file.

* Add headers to PUT scoreResources API call.

* Adjust version to differentiate between main/dev versions.

* Handle case of Viya 3.5 & no model provided.

* General fixes to DS2 converter.

* Fix dtype vs string error.

* Call ds2 wrapper endpoint and adjust writeScoreCode.

* Add mojo model file handling to PickelModel.

* Add H2O option to writeFileMetaData.

* Add mojo file to zippable files

* Fix astore vs Python typo

* Add new import file to handle model imports and adjust init file

* Adjust examples and create new simple/h2o notebooks

* Include single row csv for testing

* Major update to writeScoreCode

* Final modification to writeScoreCode & new notebooks

* Edit notebook to remove unused cells

* Fix pathing and .zip errors in H2O example

* Fix trailing .zip

* Include default method for scoring/validating in CAS for Viya 3.5 users.

* Required *.sas files for scoring in CAS/MAS

* Remove reference to uncommitted feature

* Bug fixes for CAS wrapper and documentation

* Delete FleetManagementSimple.ipynb

* Update FleetManagementSimpleH2O.ipynb

* Update H2OModelFleetMaintenance.ipynb

* Adjust to new handling of model importing

* Delete fleet_maintenance.csv

* Update change to CSV files

* Update H2OModelFleetMaintenance.ipynb

* Update README.md

* moved get_software_version() to platform_version()

* removed f strings for compatibility

* bugfix

* remove f strings

* removed duplicate method

Co-authored-by: Scott Lindauer <[email protected]>
Co-authored-by: Scott Lindauer <[email protected]>

* prep for release

* Fix input/output var json column numbers

* fix failed rebase

* Add dev version

* Fix issues with single output variable

* Add try/catch for 406 errors on moving score resources.

* Fix error call to httperror

* Fix 409 errors caused by duplicate file contents

* Fix zipModel.py to avoid directory structure

* Create new project when missing project on import

* Fix missing h2o/viya scenario on model import

* Fix minor issue with delete API call

* Include force option to overwrite models when uploading

* Add truncation of model description to 1024

* Provide implicit fix to incorrect column placement in fit/lift/roc stats

* Include warning for no score resources found

* Change None to [] for response

* Fix issue with multiple models of the same name

* Remove debug and fix type check logic

* Fix for single model in project

* Reset incorrectly refactored roc/list generation

* Fix number of output variables in return statement

* Produce error for invalid project UUID.

* Print status messages for API calls in pzmm.

* New example using HMEQ dataset.

* Add score code and pickle file methods for binary H2O models

* Fix message error displaying uuid instead of name

* Notebook example updates

* Binary H2O model files

* Update comments

* Captilization error

* Clarify no project warning and error names

* Clarify model overwrite options

* Clarify no score resource warnings.

* Include binary string model feature.

* Example adjustments for pzmm

* Update handling of API calls to models with <10 items

* Remove old examples

* delete backup __init__ files

* Fix leftover HEAD changes

* Fix leftover HEAD changes

* cleanup changelog

* updated credits

* remove duplicate get_repository()

* removed unused tasks

* rolled-back import_model_from_zip() functionality

* enhanced version of import_model_from_zip()

* restore uuid check

* convert print(warning) to warn()

* Create project/model exist checks in ImportModel and excise from model_repository

* Fix global variable declaration in score code.

* Follow newline pep8 style recommendations

* remove unused param

* Fix doc_string yields section to follow pep8 standards

* formatting

Co-authored-by: jlwalke2 <[email protected]>

Author: smlindauer