sasctl.pzmm package

• sasctl.pzmm.import_model
  • ImportModel
    • ImportModel.import_model()
    • ImportModel.notebook_output
  • get_model_properties()
  • model_exists()
  • project_exists()
• sasctl.pzmm.mlflow_model
  • MLFlowModel
    • MLFlowModel.read_mlflow_model_file()
• sasctl.pzmm.model_parameters
  • ModelParameters
    • ModelParameters.add_hyperparameters()
    • ModelParameters.generate_hyperparameters()
    • ModelParameters.get_hyperparameters()
    • ModelParameters.get_project_kpis()
    • ModelParameters.sync_model_properties()
    • ModelParameters.update_kpis()
• sasctl.pzmm.pickle_model
  • PickleModel
    • PickleModel.notebook_output
    • PickleModel.pickle_trained_model()
• sasctl.pzmm.write_json_files
  • JSONFiles
    • JSONFiles.add_df_to_fitstat()
    • JSONFiles.add_tuple_to_fitstat()
    • JSONFiles.apply_dataframe_to_json()
    • JSONFiles.assess_model_bias()
    • JSONFiles.bias_dataframes_to_json()
    • JSONFiles.calculate_model_statistics()
    • JSONFiles.check_for_data()
    • JSONFiles.check_if_string()
    • JSONFiles.convert_data_role()
    • JSONFiles.create_requirements_json()
    • JSONFiles.find_imports()
    • JSONFiles.format_group_metrics()
    • JSONFiles.format_max_differences()
    • JSONFiles.format_parameter()
    • JSONFiles.generate_misc()
    • JSONFiles.generate_mlflow_variable_properties()
    • JSONFiles.generate_model_card()
    • JSONFiles.generate_outcome_average()
    • JSONFiles.generate_variable_importance()
    • JSONFiles.generate_variable_properties()
    • JSONFiles.get_code_dependencies()
    • JSONFiles.get_local_package_version()
    • JSONFiles.get_package_names()
    • JSONFiles.get_pickle_dependencies()
    • JSONFiles.get_pickle_file()
    • JSONFiles.get_selection_statistic_value()
    • JSONFiles.input_fit_statistics()
    • JSONFiles.notebook_output
    • JSONFiles.read_json_file()
    • JSONFiles.remove_standard_library_packages()
    • JSONFiles.stat_dataset_to_dataframe()
    • JSONFiles.truncate_properties()
    • JSONFiles.update_model_properties()
    • JSONFiles.upload_training_data()
    • JSONFiles.user_input_fitstat()
    • JSONFiles.valid_params
    • JSONFiles.write_file_metadata_json()
    • JSONFiles.write_model_properties_json()
    • JSONFiles.write_var_json()
  • NpEncoder
    • NpEncoder.default()
• sasctl.pzmm.write_score_code
  • ScoreCode
    • ScoreCode.convert_mas_to_cas()
    • ScoreCode.sanitize_model_prefix()
    • ScoreCode.upload_and_copy_score_resources()
    • ScoreCode.write_score_code()
• sasctl.pzmm.zip_model
  • ZipModel
    • ZipModel.zip_files()