Index

A

add_df_to_fitstat() (sasctl.pzmm.write_json_files.JSONFiles class method) add_hyperparameters() (sasctl.pzmm.model_parameters.ModelParameters class method) add_logger() (sasctl.core.Session method), [1] add_method() (sasctl.utils.pymas.ds2.DS2PyMASPackage method) add_stderr_logger() (sasctl.core.Session method), [1] add_tuple_to_fitstat() (sasctl.pzmm.write_json_files.JSONFiles class method) analyze_sentiment() (sasctl._services.sentiment_analysis.SentimentAnalysis class method)

apply_dataframe_to_json() (sasctl.pzmm.write_json_files.JSONFiles static method) as_declaration() (sasctl.utils.pymas.ds2.DS2Variable method) as_model_metadata() (sasctl.utils.pymas.ds2.DS2Variable method) as_parameter() (sasctl.utils.pymas.ds2.DS2Variable method) as_swat() (sasctl.core.Session method), [1] assess_model_bias() (sasctl.pzmm.write_json_files.JSONFiles class method) assign_concepts() (sasctl._services.concepts.Concepts class method)

B

bias_dataframes_to_json() (sasctl.pzmm.write_json_files.JSONFiles class method)

build_wrapper_function() (in module sasctl.utils.pymas.core)

C

cache_token() (sasctl.core.Session method), [1] cadence (sasctl.core.VersionInfo property) calculate_model_statistics() (sasctl.pzmm.write_json_files.JSONFiles class method) CAS_CLIENT_SSL_CA_LIST CASManagement (class in sasctl._services.cas_management) categorize() (sasctl._services.text_categorization.TextCategorization class method) check_for_data() (sasctl.pzmm.write_json_files.JSONFiles static method) check_if_string() (sasctl.pzmm.write_json_files.JSONFiles static method) check_keys() (in module sasctl._services.cas_management) check_required_key() (in module sasctl._services.cas_management) code() (sasctl.utils.pymas.ds2.DS2BaseMethod method) (sasctl.utils.pymas.ds2.DS2BasePackage method) Concepts (class in sasctl._services.concepts) convert_data_role() (sasctl.pzmm.write_json_files.JSONFiles static method) convert_mas_to_cas() (sasctl.pzmm.write_score_code.ScoreCode static method) create_cas_destination() (sasctl._services.model_publish.ModelPublish class method)

create_client() (sasctl._services.saslogon.SASLogon class method) create_custom_kpi() (sasctl._services.model_management.ModelManagement class method) create_destination() (sasctl._services.model_publish.ModelPublish class method) create_file() (sasctl._services.files.Files class method) create_files_from_astore() (in module sasctl.utils.astore) create_folder() (sasctl._services.folders.Folders class method) create_mas_destination() (sasctl._services.model_publish.ModelPublish class method) create_module() (sasctl._services.microanalytic_score.MicroAnalyticScore class method) create_package() (in module sasctl.utils.astore) create_package_from_astore() (in module sasctl.utils.astore) create_package_from_datastep() (in module sasctl.utils.astore) create_path() (sasctl._services.folders.Folders class method) create_performance_definition() (sasctl._services.model_management.ModelManagement class method) create_project() (sasctl._services.projects.Projects class method) create_requirements_json() (sasctl.pzmm.write_json_files.JSONFiles class method) create_session() (sasctl._services.cas_management.CASManagement class method) current_session() (in module sasctl.core)

D

DataSources (class in sasctl._services.data_sources) default() (sasctl.pzmm.write_json_files.NpEncoder method) define_steps() (sasctl._services.microanalytic_score.MicroAnalyticScore class method) del_table() (sasctl._services.cas_management.CASManagement class method) delete() (in module sasctl.core) (sasctl.core.Session method), [1] delete_client() (sasctl._services.saslogon.SASLogon class method) delete_destination() (sasctl._services.model_publish.ModelPublish class method) delete_file() (sasctl._services.files.Files class method) delete_folder() (sasctl._services.folders.Folders class method) delete_module() (sasctl._services.microanalytic_score.MicroAnalyticScore class method) delete_performance_definition() (sasctl._services.model_management.ModelManagement class method) delete_project() (sasctl._services.projects.Projects class method)

delete_relationship() (sasctl._services.relationships.Relationships class method) delete_session() (sasctl._services.cas_management.CASManagement class method) DS2_TYPE_TO_VIYA (sasctl.utils.pymas.ds2.DS2Variable attribute) ds2_variables() (in module sasctl.utils.pymas.python) DS2BaseMethod (class in sasctl.utils.pymas.ds2) DS2BasePackage (class in sasctl.utils.pymas.ds2) DS2Method() (in module sasctl.utils.pymas.ds2) DS2Package() (in module sasctl.utils.pymas.ds2) DS2PyMASMethod (class in sasctl.utils.pymas.ds2) DS2PyMASPackage (class in sasctl.utils.pymas.ds2) DS2ScoreMethod() (in module sasctl.utils.pymas.ds2) DS2Thread (class in sasctl.utils.pymas.ds2) DS2Variable (class in sasctl.utils.pymas.ds2)

E

environment variable CAS_CLIENT_SSL_CA_LIST, [1] REQUESTS_CA_BUNDLE, [1], [2], [3] SASCTL_CLIENT_ID, [1] SASCTL_CLIENT_SECRET, [1] SASCTL_PASSWORD, [1] SASCTL_SERVER_NAME, [1] SASCTL_USER_NAME, [1] SSLCALISTLOC, [1] SSLREQCERT, [1]

execute_model_workflow_definition() (sasctl._services.model_management.ModelManagement class method) execute_module_step() (sasctl._services.microanalytic_score.MicroAnalyticScore class method) execute_performance_definition() (sasctl._services.model_management.ModelManagement class method)

F

Files (class in sasctl._services.files) find_imports() (sasctl.pzmm.write_json_files.JSONFiles static method) Folders (class in sasctl._services.folders) format_group_metrics() (sasctl.pzmm.write_json_files.JSONFiles static method)

format_max_differences() (sasctl.pzmm.write_json_files.JSONFiles static method) format_parameter() (sasctl.pzmm.write_json_files.JSONFiles static method) from_inline() (in module sasctl.utils.pymas.core) from_pickle() (in module sasctl.utils.pymas.core) from_python_file() (in module sasctl.utils.pymas.core)

G

generate_hyperparameters() (sasctl.pzmm.model_parameters.ModelParameters static method) generate_misc() (sasctl.pzmm.write_json_files.JSONFiles class method) generate_mlflow_variable_properties() (sasctl.pzmm.write_json_files.JSONFiles class method) generate_model_card() (sasctl.pzmm.write_json_files.JSONFiles class method) generate_outcome_average() (sasctl.pzmm.write_json_files.JSONFiles static method) generate_variable_importance() (sasctl.pzmm.write_json_files.JSONFiles class method) generate_variable_properties() (sasctl.pzmm.write_json_files.JSONFiles static method) get() (in module sasctl.core) (sasctl.core.Session method), [1] get_caslib() (sasctl._services.cas_management.CASManagement class method) (sasctl._services.data_sources.DataSources class method) get_client() (sasctl._services.saslogon.SASLogon class method) get_code_dependencies() (sasctl.pzmm.write_json_files.JSONFiles class method) get_destination() (sasctl._services.model_publish.ModelPublish class method) get_file() (sasctl._services.files.Files class method) get_file_content() (sasctl._services.files.Files class method) get_folder() (sasctl._services.folders.Folders class method) get_hyperparameters() (sasctl.pzmm.model_parameters.ModelParameters static method) get_link() (in module sasctl.core)

get_local_package_version() (sasctl.pzmm.write_json_files.JSONFiles static method) get_model_properties() (in module sasctl.pzmm.import_model) get_module() (sasctl._services.microanalytic_score.MicroAnalyticScore class method) get_module_step() (sasctl._services.microanalytic_score.MicroAnalyticScore class method) get_package_names() (sasctl.pzmm.write_json_files.JSONFiles static method) get_performance_definition() (sasctl._services.model_management.ModelManagement class method) get_pickle_dependencies() (sasctl.pzmm.write_json_files.JSONFiles class method) get_pickle_file() (sasctl.pzmm.write_json_files.JSONFiles static method) get_project() (sasctl._services.projects.Projects class method) get_project_kpis() (in module sasctl.tasks) (sasctl.pzmm.model_parameters.ModelParameters static method) get_provider() (sasctl._services.data_sources.DataSources class method) get_relationship() (sasctl._services.relationships.Relationships class method) get_selection_statistic_value() (sasctl.pzmm.write_json_files.JSONFiles static method) get_server() (sasctl._services.cas_management.CASManagement class method) get_source() (sasctl._services.data_sources.DataSources class method) get_table() (sasctl._services.cas_management.CASManagement class method) (sasctl._services.data_sources.DataSources class method) get_variable_properties() (in module sasctl.utils.astore)

H

head() (in module sasctl.core) (sasctl.core.Session method), [1]

hostname (sasctl.core.Session property)

I

id (sasctl.utils.pymas.ds2.DS2BasePackage property) (sasctl.utils.pymas.ds2.DS2Thread property) import_model() (sasctl.pzmm.import_model.ImportModel class method) ImportModel (class in sasctl.pzmm.import_model) init_poolmanager() (sasctl.core.SSLContextAdapter method)

input_fit_statistics() (sasctl.pzmm.write_json_files.JSONFiles class method) is_array (sasctl.utils.pymas.ds2.DS2Variable property) is_expired (sasctl.core.OAuth2Token property) is_uuid() (in module sasctl.core) (sasctl._services.microanalytic_score.MicroAnalyticScore class method)

J

JSONFiles (class in sasctl.pzmm.write_json_files)

L

list_caslibs() (sasctl._services.cas_management.CASManagement class method) (sasctl._services.data_sources.DataSources class method) list_clients() (sasctl._services.saslogon.SASLogon class method) list_destinations() (sasctl._services.model_publish.ModelPublish class method) list_files() (sasctl._services.files.Files class method) list_folders() (sasctl._services.folders.Folders class method) list_model_workflow_definition() (sasctl._services.model_management.ModelManagement class method) list_model_workflow_executed() (sasctl._services.model_management.ModelManagement class method) list_model_workflow_prompt() (sasctl._services.model_management.ModelManagement class method) list_models() (sasctl._services.model_publish.ModelPublish class method)

list_module_steps() (sasctl._services.microanalytic_score.MicroAnalyticScore class method) list_modules() (sasctl._services.microanalytic_score.MicroAnalyticScore class method) list_performance_definitions() (sasctl._services.model_management.ModelManagement class method) list_projects() (sasctl._services.projects.Projects class method) list_providers() (sasctl._services.data_sources.DataSources class method) list_relationships() (sasctl._services.relationships.Relationships class method) list_servers() (sasctl._services.cas_management.CASManagement class method) list_sessions() (sasctl._services.cas_management.CASManagement class method) list_sources() (sasctl._services.data_sources.DataSources class method) list_tables() (sasctl._services.cas_management.CASManagement class method) (sasctl._services.data_sources.DataSources class method)

M

major (sasctl.core.VersionInfo property) MicroAnalyticScore (class in sasctl._services.microanalytic_score) minor (sasctl.core.VersionInfo property) MLFlowModel (class in sasctl.pzmm.mlflow_model) model_exists() (in module sasctl.pzmm.import_model) ModelManagement (class in sasctl._services.model_management) ModelParameters (class in sasctl.pzmm.model_parameters) ModelPublish (class in sasctl._services.model_publish) module sasctl._services.cas_management sasctl._services.concepts sasctl._services.data_sources sasctl._services.files sasctl._services.folders sasctl._services.microanalytic_score sasctl._services.model_management sasctl._services.model_publish sasctl._services.model_repository sasctl._services.projects sasctl._services.relationships sasctl._services.report_images sasctl._services.reports sasctl._services.saslogon sasctl._services.sentiment_analysis sasctl._services.text_categorization sasctl._services.text_parsing sasctl.core sasctl.pzmm.import_model sasctl.pzmm.mlflow_model sasctl.pzmm.model_parameters sasctl.pzmm.pickle_model sasctl.pzmm.write_json_files sasctl.pzmm.write_score_code sasctl.pzmm.zip_model sasctl.tasks sasctl.utils sasctl.utils.astore sasctl.utils.pymas sasctl.utils.pymas.core sasctl.utils.pymas.ds2 sasctl.utils.pymas.python sasctl.utils.pyml2ds.pyml2ds

N

name (sasctl.utils.pymas.ds2.DS2BaseMethod property) (sasctl.utils.pymas.ds2.DS2BasePackage property) (sasctl.utils.pymas.ds2.DS2Thread property)

notebook_output (sasctl.pzmm.import_model.ImportModel attribute) (sasctl.pzmm.pickle_model.PickleModel attribute) (sasctl.pzmm.write_json_files.JSONFiles attribute) NpEncoder (class in sasctl.pzmm.write_json_files)

O

OAuth2Token (class in sasctl.core)

P

PagedItemIterator (class in sasctl.core) PagedList (class in sasctl.core) PagedListIterator (class in sasctl.core) PageIterator (class in sasctl.core) parse_documents() (sasctl._services.text_parsing.TextParsing class method) parse_type_hints() (in module sasctl.utils.pymas.python) parse_type_hints_from_annotations() (in module sasctl.utils.pymas.python) parse_type_hints_from_source() (in module sasctl.utils.pymas.python) pickle_trained_model() (sasctl.pzmm.pickle_model.PickleModel class method) PickleModel (class in sasctl.pzmm.pickle_model) platform_version() (in module sasctl.core) post() (in module sasctl.core) (sasctl.core.Session method), [1]

PROFILE_PATH (sasctl.core.Session attribute) project_exists() (in module sasctl.pzmm.import_model) Projects (class in sasctl._services.projects) promote_table() (sasctl._services.cas_management.CASManagement class method) publish_model() (sasctl._services.model_management.ModelManagement class method) (sasctl._services.model_publish.ModelPublish class method) put() (in module sasctl.core) (sasctl.core.Session method), [1] PY_TYPE_TO_DS2 (sasctl.utils.pymas.ds2.DS2Variable attribute) PyMAS (class in sasctl.utils.pymas.core) pymas_statement() (sasctl.utils.pymas.ds2.DS2Variable method) Python Enhancement Proposals PEP 8

R

read_cached_token() (sasctl.core.Session method), [1] read_json_file() (sasctl.pzmm.write_json_files.JSONFiles static method) read_mlflow_model_file() (sasctl.pzmm.mlflow_model.MLFlowModel class method) register_model() (in module sasctl.tasks) Relationships (class in sasctl._services.relationships) release (sasctl.core.VersionInfo property)

remove_standard_library_packages() (sasctl.pzmm.write_json_files.JSONFiles static method) request() (in module sasctl.core) (sasctl.core.Session method), [1] request_link() (in module sasctl.core) REQUESTS_CA_BUNDLE, [1], [2] RestObj (class in sasctl.core)

S

sasctl._services.cas_management module sasctl._services.concepts module sasctl._services.data_sources module sasctl._services.files module sasctl._services.folders module sasctl._services.microanalytic_score module sasctl._services.model_management module sasctl._services.model_publish module sasctl._services.model_repository module sasctl._services.projects module sasctl._services.relationships module sasctl._services.report_images module sasctl._services.reports module sasctl._services.saslogon module sasctl._services.sentiment_analysis module sasctl._services.text_categorization module sasctl._services.text_parsing module sasctl.core module sasctl.pzmm.import_model module sasctl.pzmm.mlflow_model module sasctl.pzmm.model_parameters module

sasctl.pzmm.pickle_model module sasctl.pzmm.write_json_files module sasctl.pzmm.write_score_code module sasctl.pzmm.zip_model module sasctl.tasks module sasctl.utils module sasctl.utils.astore module sasctl.utils.pymas module sasctl.utils.pymas.core module sasctl.utils.pymas.ds2 module sasctl.utils.pymas.python module sasctl.utils.pyml2ds.pyml2ds module SASCTL_CLIENT_ID SASCTL_CLIENT_SECRET SASCTL_PASSWORD SASCTL_SERVER_NAME SASCTL_USER_NAME SASLogon (class in sasctl._services.saslogon) save_table() (sasctl._services.cas_management.CASManagement class method) score_code (sasctl.pzmm.write_score_code.ScoreCode attribute) score_code() (sasctl.utils.pymas.core.PyMAS method) ScoreCode (class in sasctl.pzmm.write_score_code) send() (sasctl.core.Session method), [1] SentimentAnalysis (class in sasctl._services.sentiment_analysis) Session (class in sasctl.core), [1] size (sasctl.utils.pymas.ds2.DS2Variable property) SSLCALISTLOC SSLContextAdapter (class in sasctl.core) SSLREQCERT stat_dataset_to_dataframe() (sasctl.pzmm.write_json_files.JSONFiles static method) sync_model_properties() (sasctl.pzmm.model_parameters.ModelParameters static method)

T

table_uri() (sasctl._services.data_sources.DataSources class method) TextCategorization (class in sasctl._services.text_categorization)

TextParsing (class in sasctl._services.text_parsing) truncate_properties() (sasctl.pzmm.write_json_files.JSONFiles static method)

U

update_client_secret() (sasctl._services.saslogon.SASLogon class method) update_destination() (sasctl._services.model_publish.ModelPublish class method) update_file() (sasctl._services.files.Files class method) update_folder() (sasctl._services.folders.Folders class method) update_kpis() (sasctl.pzmm.model_parameters.ModelParameters class method) update_model_properties() (sasctl.pzmm.write_json_files.JSONFiles static method) update_module() (sasctl._services.microanalytic_score.MicroAnalyticScore class method) update_performance_definition() (sasctl._services.model_management.ModelManagement class method)

update_project() (sasctl._services.projects.Projects class method) update_relationship() (sasctl._services.relationships.Relationships class method) update_state_table() (sasctl._services.cas_management.CASManagement class method) upload_and_copy_score_resources() (sasctl.pzmm.write_score_code.ScoreCode static method) upload_file() (sasctl._services.cas_management.CASManagement class method) upload_training_data() (sasctl.pzmm.write_json_files.JSONFiles static method) uri_as_str() (in module sasctl.core) user_input_fitstat() (sasctl.pzmm.write_json_files.JSONFiles class method) username (sasctl.core.Session property)

V

valid_params (sasctl.pzmm.write_json_files.JSONFiles attribute)

version_info() (sasctl.core.Session method), [1] VersionInfo (class in sasctl.core)

W

write_file_metadata_json() (sasctl.pzmm.write_json_files.JSONFiles class method) write_model_properties_json() (sasctl.pzmm.write_json_files.JSONFiles class method)

write_score_code() (sasctl.pzmm.write_score_code.ScoreCode class method) write_var_json() (sasctl.pzmm.write_json_files.JSONFiles class method)

Z

zip_files() (sasctl.pzmm.zip_model.ZipModel static method)

ZipModel (class in sasctl.pzmm.zip_model)