sasctl package

Module contents

• Session
  • Session
    • Session.add_logger()
    • Session.add_stderr_logger()
    • Session.as_swat()
    • Session.cache_token()
    • Session.delete()
    • Session.get()
    • Session.head()
    • Session.post()
    • Session.put()
    • Session.read_cached_token()
    • Session.request()
    • Session.send()
    • Session.version_info()
• current_session

Submodules

• sasctl.core
  • OAuth2Token
    • OAuth2Token.is_expired
  • PageIterator
  • PagedItemIterator
  • PagedList
  • PagedListIterator
  • RestObj
  • SSLContextAdapter
    • SSLContextAdapter.init_poolmanager()
  • Session
    • Session.PROFILE_PATH
    • Session.add_logger()
    • Session.add_stderr_logger()
    • Session.as_swat()
    • Session.cache_token()
    • Session.delete()
    • Session.get()
    • Session.head()
    • Session.hostname
    • Session.post()
    • Session.put()
    • Session.read_cached_token()
    • Session.request()
    • Session.send()
    • Session.username
    • Session.version_info()
  • VersionInfo
    • VersionInfo.cadence
    • VersionInfo.major
    • VersionInfo.minor
    • VersionInfo.release
  • current_session()
  • delete()
  • get()
  • get_link()
  • head()
  • is_uuid()
  • platform_version()
  • post()
  • put()
  • request()
  • request_link()
  • uri_as_str()
• sasctl.tasks
  • get_project_kpis()
  • publish_model()
  • register_model()
  • score_model_with_cas()
  • update_model_performance()

Subpackages

• 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()
• sasctl.services package
  • sasctl.services.cas_management
    • CASManagement
      • CASManagement.create_session()
      • CASManagement.del_table()
      • CASManagement.delete_session()
      • CASManagement.get_caslib()
      • CASManagement.get_server()
      • CASManagement.get_table()
      • CASManagement.list_caslibs()
      • CASManagement.list_servers()
      • CASManagement.list_sessions()
      • CASManagement.list_tables()
      • CASManagement.promote_table()
      • CASManagement.save_table()
      • CASManagement.update_state_table()
      • CASManagement.upload_file()
    • check_keys()
    • check_required_key()
  • sasctl.services.concepts
    • Concepts
      • Concepts.assign_concepts()
  • sasctl.services.data_sources
    • DataSources
      • DataSources.get_caslib()
      • DataSources.get_provider()
      • DataSources.get_source()
      • DataSources.get_table()
      • DataSources.list_caslibs()
      • DataSources.list_providers()
      • DataSources.list_sources()
      • DataSources.list_tables()
      • DataSources.table_uri()
  • sasctl.services.files
    • Files
      • Files.create_file()
      • Files.delete_file()
      • Files.get_file()
      • Files.get_file_content()
      • Files.list_files()
      • Files.update_file()
  • sasctl.services.folders
    • Folders
      • Folders.create_folder()
      • Folders.create_path()
      • Folders.delete_folder()
      • Folders.get_folder()
      • Folders.list_folders()
      • Folders.update_folder()
  • sasctl.services.microanalytic_score
    • MicroAnalyticScore
      • MicroAnalyticScore.create_module()
      • MicroAnalyticScore.define_steps()
      • MicroAnalyticScore.delete_module()
      • MicroAnalyticScore.execute_module_step()
      • MicroAnalyticScore.get_module()
      • MicroAnalyticScore.get_module_step()
      • MicroAnalyticScore.is_uuid()
      • MicroAnalyticScore.list_module_steps()
      • MicroAnalyticScore.list_modules()
      • MicroAnalyticScore.update_module()
  • sasctl.services.model_management
    • ModelManagement
      • ModelManagement.create_custom_kpi()
      • ModelManagement.create_performance_definition()
      • ModelManagement.delete_performance_definition()
      • ModelManagement.execute_model_workflow_definition()
      • ModelManagement.execute_performance_definition()
      • ModelManagement.get_performance_definition()
      • ModelManagement.list_model_workflow_definition()
      • ModelManagement.list_model_workflow_executed()
      • ModelManagement.list_model_workflow_prompt()
      • ModelManagement.list_performance_definitions()
      • ModelManagement.publish_model()
      • ModelManagement.update_performance_definition()
  • sasctl.services.model_publish
    • ModelPublish
      • ModelPublish.create_cas_destination()
      • ModelPublish.create_destination()
      • ModelPublish.create_mas_destination()
      • ModelPublish.delete_destination()
      • ModelPublish.get_destination()
      • ModelPublish.list_destinations()
      • ModelPublish.list_models()
      • ModelPublish.publish_model()
      • ModelPublish.update_destination()
  • sasctl.services.model_repository
    • ModelRepository
      • ModelRepository.add_model_content()
      • ModelRepository.convert_python_to_ds2()
      • ModelRepository.copy_analytic_store()
      • ModelRepository.copy_python_resources()
      • ModelRepository.create_model()
      • ModelRepository.create_model_version()
      • ModelRepository.create_project()
      • ModelRepository.default_repository()
      • ModelRepository.delete_model()
      • ModelRepository.delete_model_contents()
      • ModelRepository.delete_project()
      • ModelRepository.delete_repository()
      • ModelRepository.get_astore()
      • ModelRepository.get_model()
      • ModelRepository.get_model_contents()
      • ModelRepository.get_model_details()
      • ModelRepository.get_model_link()
      • ModelRepository.get_project()
      • ModelRepository.get_repository()
      • ModelRepository.get_score_code()
      • ModelRepository.import_model_from_zip()
      • ModelRepository.list_model_versions()
      • ModelRepository.list_models()
      • ModelRepository.list_project_versions()
      • ModelRepository.list_projects()
      • ModelRepository.list_repositories()
      • ModelRepository.update_model()
      • ModelRepository.update_project()
      • ModelRepository.update_repository()
  • sasctl.services.projects
    • Projects
      • Projects.create_project()
      • Projects.delete_project()
      • Projects.get_project()
      • Projects.list_projects()
      • Projects.update_project()
  • sasctl.services.relationships
    • Relationships
      • Relationships.delete_relationship()
      • Relationships.get_relationship()
      • Relationships.list_relationships()
      • Relationships.update_relationship()
  • sasctl.services.report_images
    • ReportImages
      • ReportImages.LOD_HIGH
      • ReportImages.LOD_LOW
      • ReportImages.LOD_MEDIUM
      • ReportImages.get_images()
      • ReportImages.get_images_async()
  • sasctl.services.reports
    • Reports
      • Reports.get_report()
      • Reports.get_visual_elements()
      • Reports.list_reports()
  • sasctl.services.saslogon
    • SASLogon
      • SASLogon.create_client()
      • SASLogon.delete_client()
      • SASLogon.get_client()
      • SASLogon.list_clients()
      • SASLogon.update_client_secret()
  • sasctl.services.sentiment_analysis
    • SentimentAnalysis
      • SentimentAnalysis.analyze_sentiment()
  • sasctl.services.text_categorization
    • TextCategorization
      • TextCategorization.categorize()
  • sasctl.services.text_parsing
    • TextParsing
      • TextParsing.parse_documents()
• sasctl.utils package
  • Subpackages
    • sasctl.utils.pymas package
      • Submodules
      • sasctl.utils.pymas.core module
        • PyMAS
          • PyMAS.score_code()
        • build_wrapper_function()
        • from_inline()
        • from_pickle()
        • from_python_file()
        • wrap_predict_method()
        • wrap_predict_proba_method()
      • sasctl.utils.pymas.ds2 module
        • DS2BaseMethod
          • DS2BaseMethod.code()
          • DS2BaseMethod.name
        • DS2BasePackage
          • DS2BasePackage.code()
          • DS2BasePackage.id
          • DS2BasePackage.name
        • DS2Method()
        • DS2Package()
        • DS2PyMASMethod
        • DS2PyMASPackage
          • DS2PyMASPackage.add_method()
        • DS2ScoreMethod()
        • DS2Thread
          • DS2Thread.id
          • DS2Thread.name
        • DS2Variable
          • DS2Variable.DS2_TYPE_TO_VIYA
          • DS2Variable.PY_TYPE_TO_DS2
          • DS2Variable.as_declaration()
          • DS2Variable.as_model_metadata()
          • DS2Variable.as_parameter()
          • DS2Variable.is_array
          • DS2Variable.pymas_statement()
          • DS2Variable.size
      • sasctl.utils.pymas.python module
        • ds2_variables()
        • parse_type_hints()
        • parse_type_hints_from_annotations()
        • parse_type_hints_from_source()
      • Module contents
    • sasctl.utils.pyml2ds package
      • Submodules
      • sasctl.utils.pyml2ds.pyml2ds module
  • Submodules
  • sasctl.utils.astore module
    • create_files_from_astore()
    • create_package()
    • create_package_from_astore()
    • create_package_from_datastep()
    • get_variable_properties()
  • Module contents