Index

A

access_key_id (lomas_server.utils.config.S3CredentialsConfig attribute) add_dataset() (in module lomas_server.mongodb_admin) add_dataset_to_user() (in module lomas_server.mongodb_admin) add_datasets_via_yaml() (in module lomas_server.mongodb_admin) add_demo_data_to_mongodb_admin() (in module lomas_server.admin_database.utils) add_user() (in module lomas_server.mongodb_admin) add_user_with_budget() (in module lomas_server.mongodb_admin) add_users_via_yaml() (in module lomas_server.mongodb_admin)

address (lomas_server.utils.config.MongoDBConfig attribute) admin_database (lomas_server.utils.config.Config attribute) admin_database_factory() (in module lomas_server.admin_database.factory) AdminDatabase (class in lomas_server.admin_database.admin_database) AdminDBType (class in lomas_server.constants) AdminMongoDatabase (class in lomas_server.admin_database.mongodb_database) AdminYamlDatabase (class in lomas_server.admin_database.yaml_database) AIM (lomas_client.utils.SSynthMarginalSynthesizer attribute) (lomas_server.constants.SSynthMarginalSynthesizer attribute)

C

CATEGORICAL (lomas_server.constants.SSynthColumnType attribute) CHANGE_ONE_DISTANCE (lomas_server.constants.OpenDPDatasetInputMetric attribute) check_dataset_and_metadata_exist() (in module lomas_server.mongodb_admin) check_result_acknowledged() (in module lomas_server.admin_database.mongodb_database) check_user_exists() (in module lomas_server.mongodb_admin) check_user_has_dataset() (in module lomas_server.mongodb_admin) Client (class in lomas_client.client) Config (class in lomas_server.utils.config) ConfigKeys (class in lomas_server.constants) ConfigLoader (class in lomas_server.utils.config)

CONTINUOUS (lomas_server.constants.SSynthColumnType attribute) contrib (lomas_server.utils.config.OpenDPConfig attribute) convert_to_smartnoise_metadata() (in module lomas_server.dp_queries.dp_libraries.smartnoise_sql) cost() (lomas_server.dp_queries.dp_libraries.diffprivlib.DiffPrivLibQuerier method) (lomas_server.dp_queries.dp_libraries.opendp.OpenDPQuerier method) (lomas_server.dp_queries.dp_libraries.smartnoise_sql.SmartnoiseSQLQuerier method) (lomas_server.dp_queries.dp_libraries.smartnoise_synth.SmartnoiseSynthQuerier method) (lomas_server.dp_queries.dp_querier.DPQuerier method) credentials_name (lomas_server.utils.config.S3CredentialsConfig attribute) CUBE (lomas_server.constants.SSynthTableTransStyle attribute)

D

data_connector_factory() (in module lomas_server.data_connector.factory) DataConnector (class in lomas_server.data_connector.data_connector) dataset_must_exist() (in module lomas_server.admin_database.admin_database) DATETIME (lomas_server.constants.SSynthColumnType attribute) datetime_to_float() (in module lomas_server.dp_queries.dp_libraries.smartnoise_synth) DB (lomas_server.constants.ConfigKeys attribute) db_file (lomas_server.utils.config.YamlDBConfig attribute) db_name (lomas_server.utils.config.MongoDBConfig attribute) DB_TYPE (lomas_server.constants.ConfigKeys attribute) db_type (lomas_server.utils.config.MongoDBConfig attribute) (lomas_server.utils.config.S3CredentialsConfig attribute) (lomas_server.utils.config.YamlDBConfig attribute) DB_TYPE_MONGODB (lomas_server.constants.ConfigKeys attribute) DBConfig (class in lomas_server.utils.config) del_dataset() (in module lomas_server.mongodb_admin) del_dataset_to_user() (in module lomas_server.mongodb_admin) del_user() (in module lomas_server.mongodb_admin) DEVELOP_MODE (lomas_server.constants.ConfigKeys attribute) develop_mode (lomas_server.utils.config.Config attribute) df (lomas_server.data_connector.data_connector.DataConnector attribute) DIFFPRIVLIB (lomas_client.client.DPLibraries attribute) (lomas_server.constants.DPLibraries attribute) diffprivlib_query() (lomas_client.client.Client method)

diffprivlib_query_handler() (in module lomas_server.routes.routes_dp) DiffPrivLibQuerier (class in lomas_server.dp_queries.dp_libraries.diffprivlib) does_dataset_exist() (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) (lomas_server.admin_database.yaml_database.AdminYamlDatabase method) does_user_exist() (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) (lomas_server.admin_database.yaml_database.AdminYamlDatabase method) DP_CTGAN (lomas_client.utils.SSynthGanSynthesizer attribute) (lomas_server.constants.SSynthGanSynthesizer attribute) DP_GAN (lomas_client.utils.SSynthGanSynthesizer attribute) (lomas_server.constants.SSynthGanSynthesizer attribute) dp_libraries (lomas_server.utils.config.Config attribute) DP_LIBRARY (lomas_server.constants.ConfigKeys attribute) DPLibraries (class in lomas_client.client) (class in lomas_server.constants) DPLibraryConfig (class in lomas_server.utils.config) DPQuerier (class in lomas_server.dp_queries.dp_querier) drop_collection() (in module lomas_server.mongodb_admin) dummy_diffprivlib_query_handler() (in module lomas_server.routes.routes_dp) dummy_opendp_query_handler() (in module lomas_server.routes.routes_dp) dummy_smartnoise_sql_handler() (in module lomas_server.routes.routes_dp) dummy_smartnoise_synth_handler() (in module lomas_server.routes.routes_dp)

E

error_message() (in module lomas_client.client) estimate_diffprivlib_cost() (in module lomas_server.routes.routes_dp) (lomas_client.client.Client method) estimate_opendp_cost() (in module lomas_server.routes.routes_dp) (lomas_client.client.Client method)

estimate_smartnoise_sql_cost() (in module lomas_server.routes.routes_dp) (lomas_client.client.Client method) estimate_smartnoise_synth_cost() (in module lomas_server.routes.routes_dp) (lomas_client.client.Client method)

F

fit_model_on_data() (lomas_server.dp_queries.dp_libraries.diffprivlib.DiffPrivLibQuerier method)

FIXED_SMOOTHED_MAX_DIVERGENCE (lomas_server.constants.OpenDPMeasurement attribute) floating_point (lomas_server.utils.config.OpenDPConfig attribute)

G

GAN (lomas_server.constants.SSynthTableTransStyle attribute) get_and_set_may_user_query() (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) (lomas_server.admin_database.yaml_database.AdminYamlDatabase method) get_archives_of_user() (in module lomas_server.mongodb_admin) get_collection() (in module lomas_server.mongodb_admin) get_column_dtypes() (in module lomas_server.data_connector.data_connector) get_config() (in module lomas_server.utils.config) (lomas_server.utils.config.ConfigLoader method) get_dataset() (in module lomas_server.mongodb_admin) get_dataset_credentials() (in module lomas_server.data_connector.factory) get_dataset_field() (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) (lomas_server.admin_database.yaml_database.AdminYamlDatabase method) get_dataset_metadata() (in module lomas_server.routes.routes_admin) (lomas_client.client.Client method) (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) (lomas_server.admin_database.yaml_database.AdminYamlDatabase method) get_dummy_dataset() (in module lomas_server.routes.routes_admin) (lomas_client.client.Client method) get_dummy_dataset_for_query() (in module lomas_server.dp_queries.dummy_dataset) get_epsilon_or_delta() (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) (lomas_server.admin_database.yaml_database.AdminYamlDatabase method) get_initial_budget() (in module lomas_server.routes.routes_admin) (lomas_client.client.Client method) (lomas_server.admin_database.admin_database.AdminDatabase method)

get_list_of_datasets() (in module lomas_server.mongodb_admin) get_list_of_datasets_from_user() (in module lomas_server.mongodb_admin) get_list_of_users() (in module lomas_server.mongodb_admin) get_metadata() (lomas_server.data_connector.data_connector.DataConnector method) get_metadata_of_dataset() (in module lomas_server.mongodb_admin) get_model() (in module lomas_server.tests.test_api_smartnoise_synth) get_mongodb() (in module lomas_server.admin_database.utils) get_mongodb_url() (in module lomas_server.admin_database.utils) get_output_measure() (in module lomas_server.dp_queries.dp_libraries.opendp) get_pandas_df() (lomas_server.data_connector.data_connector.DataConnector method) (lomas_server.data_connector.in_memory_connector.InMemoryConnector method) (lomas_server.data_connector.path_connector.PathConnector method) (lomas_server.data_connector.s3_connector.S3Connector method) get_previous_queries() (lomas_client.client.Client method) get_remaining_budget() (in module lomas_server.routes.routes_admin) (lomas_client.client.Client method) (lomas_server.admin_database.admin_database.AdminDatabase method) get_state() (in module lomas_server.routes.routes_admin) get_total_spent_budget() (in module lomas_server.routes.routes_admin) (lomas_client.client.Client method) (lomas_server.admin_database.admin_database.AdminDatabase method) get_user() (in module lomas_server.mongodb_admin) get_user_previous_queries() (in module lomas_server.routes.routes_admin) (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) (lomas_server.admin_database.yaml_database.AdminYamlDatabase method)

H

HAMMING_DISTANCE (lomas_server.constants.OpenDPDatasetInputMetric attribute) handle_cost_query() (in module lomas_server.routes.utils) handle_missing_data() (in module lomas_server.dp_queries.dp_libraries.utils) handle_query() (lomas_server.dp_queries.dp_querier.DPQuerier method) handle_query_on_dummy_dataset() (in module lomas_server.routes.utils) handle_query_on_private_dataset() (in module lomas_server.routes.utils)

has_dataset_input_metric() (in module lomas_server.dp_queries.dp_libraries.opendp) has_user_access_to_dataset() (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) (lomas_server.admin_database.yaml_database.AdminYamlDatabase method) honest_but_curious (lomas_server.utils.config.OpenDPConfig attribute) host_ip (lomas_server.utils.config.Server attribute) host_port (lomas_server.utils.config.Server attribute)

I

InMemoryConnector (class in lomas_server.data_connector.in_memory_connector) INSERT_DELETE_DISTANCE (lomas_server.constants.OpenDPDatasetInputMetric attribute)

INT_DISTANCE (lomas_server.constants.OpenDPDatasetInputMetric attribute) is_measurement() (in module lomas_server.dp_queries.dp_libraries.opendp)

J

JITTER (lomas_server.constants.TimeAttackMethod attribute)

L

lifespan() (in module lomas_server.app) load_config() (lomas_server.utils.config.ConfigLoader method) log_level (lomas_server.utils.config.Server attribute) lomas_client module lomas_client.client module lomas_client.utils module lomas_server module lomas_server.admin_database module lomas_server.admin_database.admin_database module lomas_server.admin_database.factory module lomas_server.admin_database.mongodb_database module lomas_server.admin_database.utils module lomas_server.admin_database.yaml_database module lomas_server.administration module lomas_server.administration.tests module lomas_server.app module lomas_server.constants module lomas_server.data_connector module lomas_server.data_connector.data_connector module lomas_server.data_connector.factory module lomas_server.data_connector.in_memory_connector module lomas_server.data_connector.path_connector module lomas_server.data_connector.s3_connector module lomas_server.dataset_store module lomas_server.dp_queries module lomas_server.dp_queries.dp_libraries module lomas_server.dp_queries.dp_libraries.diffprivlib module lomas_server.dp_queries.dp_libraries.factory module

lomas_server.dp_queries.dp_libraries.opendp module lomas_server.dp_queries.dp_libraries.smartnoise_sql module lomas_server.dp_queries.dp_libraries.smartnoise_synth module lomas_server.dp_queries.dp_libraries.utils module lomas_server.dp_queries.dp_querier module lomas_server.dp_queries.dummy_dataset module lomas_server.mongodb_admin module lomas_server.mongodb_admin_cli module lomas_server.private_dataset module lomas_server.routes module lomas_server.routes.routes_admin module lomas_server.routes.routes_dp module lomas_server.routes.utils module lomas_server.tests module lomas_server.tests.constants module lomas_server.tests.test_api module lomas_server.tests.test_api_diffprivlib module lomas_server.tests.test_api_smartnoise_synth module lomas_server.tests.test_collection_models module lomas_server.tests.test_dummy_generation module lomas_server.tests.test_mongodb_admin module lomas_server.tests.test_mongodb_admin_cli module lomas_server.utils module lomas_server.utils.config module lomas_server.utils.query_examples module lomas_server.uvicorn_serve module

M

magnitude (lomas_server.utils.config.TimeAttack attribute) make_dummy() (in module lomas_server.utils.query_examples) make_dummy_dataset() (in module lomas_server.dp_queries.dummy_dataset) MAX_DIVERGENCE (lomas_server.constants.OpenDPMeasurement attribute) metadata (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset attribute) method (lomas_server.utils.config.TimeAttack attribute) middleware() (in module lomas_server.app) model_computed_fields (lomas_server.utils.config.Config attribute) (lomas_server.utils.config.DBConfig attribute) (lomas_server.utils.config.DPLibraryConfig attribute) (lomas_server.utils.config.MongoDBConfig attribute) (lomas_server.utils.config.OpenDPConfig attribute) (lomas_server.utils.config.PrivateDBCredentials attribute) (lomas_server.utils.config.S3CredentialsConfig attribute) (lomas_server.utils.config.Server attribute) (lomas_server.utils.config.TimeAttack attribute) (lomas_server.utils.config.YamlDBConfig attribute) model_config (lomas_server.utils.config.Config attribute) (lomas_server.utils.config.DBConfig attribute) (lomas_server.utils.config.DPLibraryConfig attribute) (lomas_server.utils.config.MongoDBConfig attribute) (lomas_server.utils.config.OpenDPConfig attribute) (lomas_server.utils.config.PrivateDBCredentials attribute) (lomas_server.utils.config.S3CredentialsConfig attribute) (lomas_server.utils.config.Server attribute) (lomas_server.utils.config.TimeAttack attribute) (lomas_server.utils.config.YamlDBConfig attribute) model_fields (lomas_server.utils.config.Config attribute) (lomas_server.utils.config.DBConfig attribute) (lomas_server.utils.config.DPLibraryConfig attribute) (lomas_server.utils.config.MongoDBConfig attribute) (lomas_server.utils.config.OpenDPConfig attribute) (lomas_server.utils.config.PrivateDBCredentials attribute) (lomas_server.utils.config.S3CredentialsConfig attribute) (lomas_server.utils.config.Server attribute) (lomas_server.utils.config.TimeAttack attribute) (lomas_server.utils.config.YamlDBConfig attribute) module lomas_client lomas_client.client lomas_client.utils lomas_server lomas_server.admin_database lomas_server.admin_database.admin_database lomas_server.admin_database.factory lomas_server.admin_database.mongodb_database lomas_server.admin_database.utils lomas_server.admin_database.yaml_database lomas_server.administration lomas_server.administration.tests lomas_server.app lomas_server.constants lomas_server.data_connector lomas_server.data_connector.data_connector lomas_server.data_connector.factory lomas_server.data_connector.in_memory_connector lomas_server.data_connector.path_connector lomas_server.data_connector.s3_connector lomas_server.dataset_store lomas_server.dp_queries lomas_server.dp_queries.dp_libraries lomas_server.dp_queries.dp_libraries.diffprivlib lomas_server.dp_queries.dp_libraries.factory lomas_server.dp_queries.dp_libraries.opendp lomas_server.dp_queries.dp_libraries.smartnoise_sql lomas_server.dp_queries.dp_libraries.smartnoise_synth lomas_server.dp_queries.dp_libraries.utils lomas_server.dp_queries.dp_querier lomas_server.dp_queries.dummy_dataset lomas_server.mongodb_admin lomas_server.mongodb_admin_cli lomas_server.private_dataset lomas_server.routes lomas_server.routes.routes_admin lomas_server.routes.routes_dp lomas_server.routes.utils lomas_server.tests lomas_server.tests.constants lomas_server.tests.test_api lomas_server.tests.test_api_diffprivlib lomas_server.tests.test_api_smartnoise_synth lomas_server.tests.test_collection_models lomas_server.tests.test_dummy_generation lomas_server.tests.test_mongodb_admin lomas_server.tests.test_mongodb_admin_cli lomas_server.utils lomas_server.utils.config lomas_server.utils.query_examples lomas_server.uvicorn_serve

MONGODB (lomas_server.constants.AdminDBType attribute) MONGODB_ADDR (lomas_server.constants.ConfigKeys attribute) MONGODB_PORT (lomas_server.constants.ConfigKeys attribute) MongoDBConfig (class in lomas_server.utils.config) MST (lomas_client.utils.SSynthMarginalSynthesizer attribute) (lomas_server.constants.SSynthMarginalSynthesizer attribute) MWEM (lomas_client.utils.SSynthMarginalSynthesizer attribute) (lomas_server.constants.SSynthMarginalSynthesizer attribute)

O

OPENDP (lomas_client.client.DPLibraries attribute) (lomas_server.constants.DPLibraries attribute) opendp (lomas_server.utils.config.DPLibraryConfig attribute) opendp_query() (lomas_client.client.Client method)

opendp_query_handler() (in module lomas_server.routes.routes_dp) OpenDPConfig (class in lomas_server.utils.config) OpenDPDatasetInputMetric (class in lomas_server.constants) OpenDPMeasurement (class in lomas_server.constants) OpenDPQuerier (class in lomas_server.dp_queries.dp_libraries.opendp)

P

PAC_SYNTH (lomas_client.utils.SSynthMarginalSynthesizer attribute) (lomas_server.constants.SSynthMarginalSynthesizer attribute) password (lomas_server.utils.config.MongoDBConfig attribute) PATE_CTGAN (lomas_client.utils.SSynthGanSynthesizer attribute) (lomas_server.constants.SSynthGanSynthesizer attribute) PATE_GAN (lomas_client.utils.SSynthGanSynthesizer attribute) (lomas_server.constants.SSynthGanSynthesizer attribute)

PATH (lomas_server.constants.PrivateDatabaseType attribute) PathConnector (class in lomas_server.data_connector.path_connector) port (lomas_server.utils.config.MongoDBConfig attribute) prepare_save_query() (lomas_server.admin_database.admin_database.AdminDatabase method) private_db_credentials (lomas_server.utils.config.Config attribute) PRIVATE_ID (lomas_server.constants.SSynthColumnType attribute) PrivateDatabaseType (class in lomas_server.constants) PrivateDBCredentials (class in lomas_server.utils.config)

Q

querier_factory() (in module lomas_server.dp_queries.dp_libraries.factory) query() (lomas_server.dp_queries.dp_libraries.diffprivlib.DiffPrivLibQuerier method) (lomas_server.dp_queries.dp_libraries.opendp.OpenDPQuerier method) (lomas_server.dp_queries.dp_libraries.smartnoise_sql.SmartnoiseSQLQuerier method) (lomas_server.dp_queries.dp_libraries.smartnoise_synth.SmartnoiseSynthQuerier method) (lomas_server.dp_queries.dp_querier.DPQuerier method)

query_with_iter() (lomas_server.dp_queries.dp_libraries.smartnoise_sql.SmartnoiseSQLQuerier method)

R

reconstruct_measurement_pipeline() (in module lomas_server.dp_queries.dp_libraries.opendp) reload (lomas_server.utils.config.Server attribute)

root() (in module lomas_server.routes.routes_admin) run_cli_command() (lomas_server.tests.test_mongodb_admin_cli.TestMongoDBAdmin method) RUNTIME_ARGS (lomas_server.constants.ConfigKeys attribute)

S

S3 (lomas_server.constants.PrivateDatabaseType attribute) S3Connector (class in lomas_server.data_connector.s3_connector) S3CredentialsConfig (class in lomas_server.utils.config) save_current_database() (lomas_server.admin_database.yaml_database.AdminYamlDatabase method) save_query() (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) (lomas_server.admin_database.yaml_database.AdminYamlDatabase method) secret_access_key (lomas_server.utils.config.S3CredentialsConfig attribute) serialise_model() (in module lomas_server.dp_queries.dp_libraries.utils) Server (class in lomas_server.utils.config) SERVER (lomas_server.constants.ConfigKeys attribute) server (lomas_server.utils.config.Config attribute) server_live() (in module lomas_server.routes.utils) set_budget_field() (in module lomas_server.mongodb_admin) set_config() (lomas_server.utils.config.ConfigLoader method) set_may_query() (in module lomas_server.mongodb_admin) set_may_user_query() (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) (lomas_server.admin_database.yaml_database.AdminYamlDatabase method) set_mechanisms() (in module lomas_server.dp_queries.dp_libraries.smartnoise_sql) set_opendp_features_config() (in module lomas_server.dp_queries.dp_libraries.opendp) SETTINGS (lomas_server.constants.ConfigKeys attribute) setUp() (lomas_server.tests.test_api.TestRootAPIEndpoint method) setUpClass() (lomas_server.tests.test_api.TestRootAPIEndpoint class method) (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin class method) (lomas_server.tests.test_mongodb_admin_cli.TestMongoDBAdmin class method)

SMARTNOISE_SQL (lomas_client.client.DPLibraries attribute) (lomas_server.constants.DPLibraries attribute) smartnoise_sql_handler() (in module lomas_server.routes.routes_dp) smartnoise_sql_query() (lomas_client.client.Client method) SMARTNOISE_SYNTH (lomas_client.client.DPLibraries attribute) (lomas_server.constants.DPLibraries attribute) smartnoise_synth_handler() (in module lomas_server.routes.routes_dp) smartnoise_synth_query() (lomas_client.client.Client method) SmartnoiseSQLQuerier (class in lomas_server.dp_queries.dp_libraries.smartnoise_sql) SmartnoiseSynthQuerier (class in lomas_server.dp_queries.dp_libraries.smartnoise_synth) SMOOTHED_MAX_DIVERGENCE (lomas_server.constants.OpenDPMeasurement attribute) split_train_test_data() (in module lomas_server.dp_queries.dp_libraries.diffprivlib) SSynthColumnType (class in lomas_server.constants) SSynthGanSynthesizer (class in lomas_client.utils) (class in lomas_server.constants) SSynthMarginalSynthesizer (class in lomas_client.utils) (class in lomas_server.constants) SSynthTableTransStyle (class in lomas_server.constants) STALL (lomas_server.constants.TimeAttackMethod attribute) SUBMIT_LIMIT (lomas_server.constants.ConfigKeys attribute) submit_limit (lomas_server.utils.config.Config attribute) SYMMETRIC_DISTANCE (lomas_server.constants.OpenDPDatasetInputMetric attribute)

T

tearDown() (lomas_server.tests.test_api.TestRootAPIEndpoint method) (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) (lomas_server.tests.test_mongodb_admin_cli.TestMongoDBAdmin method) tearDownClass() (lomas_server.tests.test_api.TestRootAPIEndpoint class method) test_add_dataset_to_user() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_add_dataset_to_user_cli() (lomas_server.tests.test_mongodb_admin_cli.TestMongoDBAdmin method) test_add_datasets_via_yaml() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_add_datasets_via_yaml_cli() (lomas_server.tests.test_mongodb_admin_cli.TestMongoDBAdmin method) test_add_demo_data_to_mongodb_admin() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_add_local_dataset() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_add_local_dataset_cli() (lomas_server.tests.test_mongodb_admin_cli.TestMongoDBAdmin method) test_add_s3_dataset() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_add_s3_datasets_via_yaml() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_add_user() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_add_user_cli() (lomas_server.tests.test_mongodb_admin_cli.TestMongoDBAdmin method) test_add_user_wb() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_add_user_wb_cli() (lomas_server.tests.test_mongodb_admin_cli.TestMongoDBAdmin method) test_add_users_via_yaml() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_add_users_via_yaml_cli() (lomas_server.tests.test_mongodb_admin_cli.TestMongoDBAdmin method) test_boolean_column() (lomas_server.tests.test_collection_models.TestMetadataModel method) (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset method) test_categorical_column() (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset method) test_categories() (lomas_server.tests.test_collection_models.TestMetadataModel method) test_categories_match_cardinality() (lomas_server.tests.test_collection_models.TestMetadataModel method) test_categories_match_type() (lomas_server.tests.test_collection_models.TestMetadataModel method) test_categories_required() (lomas_server.tests.test_collection_models.TestMetadataModel method) test_clustering_models() (lomas_server.tests.test_api_diffprivlib.TestDiffPrivLibEndpoint method) test_config_and_internal_server_exception() (lomas_server.tests.test_api.TestRootAPIEndpoint method) test_datetime_column() (lomas_server.tests.test_collection_models.TestMetadataModel method) (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset method) test_del_dataset() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_del_dataset_cli() (lomas_server.tests.test_mongodb_admin_cli.TestMongoDBAdmin method) test_del_dataset_to_user() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_del_dataset_to_user_cli() (lomas_server.tests.test_mongodb_admin_cli.TestMongoDBAdmin method) test_del_user() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_del_user_cli() (lomas_server.tests.test_mongodb_admin_cli.TestMongoDBAdmin method) test_diffprivlib_cost() (lomas_server.tests.test_api_diffprivlib.TestDiffPrivLibEndpoint method) test_diffprivlib_query() (lomas_server.tests.test_api_diffprivlib.TestDiffPrivLibEndpoint method) test_dimension_reduction_models() (lomas_server.tests.test_api_diffprivlib.TestDiffPrivLibEndpoint method) test_drop_collection() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_drop_collection_cli() (lomas_server.tests.test_mongodb_admin_cli.TestMongoDBAdmin method) test_dummy_diffprivlib_query() (lomas_server.tests.test_api_diffprivlib.TestDiffPrivLibEndpoint method) test_dummy_opendp_query() (lomas_server.tests.test_api.TestRootAPIEndpoint method) test_dummy_smartnoise_sql_query() (lomas_server.tests.test_api.TestRootAPIEndpoint method) test_dummy_smartnoise_synth_query() (lomas_server.tests.test_api_smartnoise_synth.TestSmartnoiseSynthEndpoint method) test_float_column() (lomas_server.tests.test_collection_models.TestMetadataModel method) (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset method) test_get_archives_of_user() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_get_archives_of_user_cli() (lomas_server.tests.test_mongodb_admin_cli.TestMongoDBAdmin method) test_get_collection() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_get_collection_cli() (lomas_server.tests.test_mongodb_admin_cli.TestMongoDBAdmin method) test_get_dataset() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_get_dataset_cli() (lomas_server.tests.test_mongodb_admin_cli.TestMongoDBAdmin method) test_get_dataset_metadata() (lomas_server.tests.test_api.TestRootAPIEndpoint method) test_get_dummy_dataset() (lomas_server.tests.test_api.TestRootAPIEndpoint method) test_get_initial_budget() (lomas_server.tests.test_api.TestRootAPIEndpoint method) test_get_list_of_datasets() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_get_list_of_datasets_cli() (lomas_server.tests.test_mongodb_admin_cli.TestMongoDBAdmin method) test_get_list_of_datasets_from_user_cli() (lomas_server.tests.test_mongodb_admin_cli.TestMongoDBAdmin method) test_get_list_of_datasets_from_users() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method)

test_get_list_of_users() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_get_list_of_users_cli() (lomas_server.tests.test_mongodb_admin_cli.TestMongoDBAdmin method) test_get_metadata_of_dataset() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_get_metadata_of_dataset_cli() (lomas_server.tests.test_mongodb_admin_cli.TestMongoDBAdmin method) test_get_previous_queries() (lomas_server.tests.test_api.TestRootAPIEndpoint method) test_get_remaining_budget() (lomas_server.tests.test_api.TestRootAPIEndpoint method) test_get_total_spent_budget() (lomas_server.tests.test_api.TestRootAPIEndpoint method) test_get_user() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_get_user_cli() (lomas_server.tests.test_mongodb_admin_cli.TestMongoDBAdmin method) test_int_column() (lomas_server.tests.test_collection_models.TestMetadataModel method) (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset method) test_linear_regression_models() (lomas_server.tests.test_api_diffprivlib.TestDiffPrivLibEndpoint method) test_logistic_regression_models() (lomas_server.tests.test_api_diffprivlib.TestDiffPrivLibEndpoint method) test_lower_upper_bounded() (lomas_server.tests.test_collection_models.TestMetadataModel method) test_metadata_columns_discriminator() (lomas_server.tests.test_collection_models.TestMetadataModel method) test_naives_bayes_model() (lomas_server.tests.test_api_diffprivlib.TestDiffPrivLibEndpoint method) test_nullable_column() (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset method) test_opendp_cost() (lomas_server.tests.test_api.TestRootAPIEndpoint method) test_opendp_query() (lomas_server.tests.test_api.TestRootAPIEndpoint method) test_precision() (lomas_server.tests.test_collection_models.TestMetadataModel method) test_root() (lomas_server.tests.test_api.TestRootAPIEndpoint method) test_seed() (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset method) test_set_budget_field() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_set_budget_field_cli() (lomas_server.tests.test_mongodb_admin_cli.TestMongoDBAdmin method) test_set_may_query() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_set_may_query_cli() (lomas_server.tests.test_mongodb_admin_cli.TestMongoDBAdmin method) test_smartnoise_sql_cost() (lomas_server.tests.test_api.TestRootAPIEndpoint method) test_smartnoise_sql_query() (lomas_server.tests.test_api.TestRootAPIEndpoint method) test_smartnoise_sql_query_datetime() (lomas_server.tests.test_api.TestRootAPIEndpoint method) test_smartnoise_sql_query_on_s3_dataset() (lomas_server.tests.test_api.TestRootAPIEndpoint method) test_smartnoise_sql_query_parameters() (lomas_server.tests.test_api.TestRootAPIEndpoint method) test_smartnoise_synth_cost() (lomas_server.tests.test_api_smartnoise_synth.TestSmartnoiseSynthEndpoint method) test_smartnoise_synth_query() (lomas_server.tests.test_api_smartnoise_synth.TestSmartnoiseSynthEndpoint method) test_smartnoise_synth_query_aim() (lomas_server.tests.test_api_smartnoise_synth.TestSmartnoiseSynthEndpoint method) test_smartnoise_synth_query_constraints() (lomas_server.tests.test_api_smartnoise_synth.TestSmartnoiseSynthEndpoint method) test_smartnoise_synth_query_datetime() (lomas_server.tests.test_api_smartnoise_synth.TestSmartnoiseSynthEndpoint method) test_smartnoise_synth_query_delta_none() (lomas_server.tests.test_api_smartnoise_synth.TestSmartnoiseSynthEndpoint method) test_smartnoise_synth_query_dpgan() (lomas_server.tests.test_api_smartnoise_synth.TestSmartnoiseSynthEndpoint method) test_smartnoise_synth_query_mst() (lomas_server.tests.test_api_smartnoise_synth.TestSmartnoiseSynthEndpoint method) test_smartnoise_synth_query_mwem() (lomas_server.tests.test_api_smartnoise_synth.TestSmartnoiseSynthEndpoint method) test_smartnoise_synth_query_pacsynth() (lomas_server.tests.test_api_smartnoise_synth.TestSmartnoiseSynthEndpoint method) test_smartnoise_synth_query_patectgan() (lomas_server.tests.test_api_smartnoise_synth.TestSmartnoiseSynthEndpoint method) test_smartnoise_synth_query_pategan() (lomas_server.tests.test_api_smartnoise_synth.TestSmartnoiseSynthEndpoint method) test_smartnoise_synth_query_private_id() (lomas_server.tests.test_api_smartnoise_synth.TestSmartnoiseSynthEndpoint method) test_smartnoise_synth_query_samples() (lomas_server.tests.test_api_smartnoise_synth.TestSmartnoiseSynthEndpoint method) test_smartnoise_synth_query_select_cols() (lomas_server.tests.test_api_smartnoise_synth.TestSmartnoiseSynthEndpoint method) test_standard_metadata_fields() (lomas_server.tests.test_collection_models.TestMetadataModel method) test_state() (lomas_server.tests.test_api.TestRootAPIEndpoint method) test_subsequent_budget_limit_logic() (lomas_server.tests.test_api.TestRootAPIEndpoint method) test_trees_models() (lomas_server.tests.test_api_diffprivlib.TestDiffPrivLibEndpoint method) TestDiffPrivLibEndpoint (class in lomas_server.tests.test_api_diffprivlib) TestMakeDummyDataset (class in lomas_server.tests.test_dummy_generation) TestMetadataModel (class in lomas_server.tests.test_collection_models) TestMongoDBAdmin (class in lomas_server.tests.test_mongodb_admin) (class in lomas_server.tests.test_mongodb_admin_cli) TestRootAPIEndpoint (class in lomas_server.tests.test_api) TestSmartnoiseSynthEndpoint (class in lomas_server.tests.test_api_smartnoise_synth) TIME_ATTACK (lomas_server.constants.ConfigKeys attribute) time_attack (lomas_server.utils.config.Server attribute) TimeAttack (class in lomas_server.utils.config) TimeAttackMethod (class in lomas_server.constants)

U

update_budget() (lomas_server.admin_database.admin_database.AdminDatabase method) update_delta() (lomas_server.admin_database.admin_database.AdminDatabase method) update_epsilon() (lomas_server.admin_database.admin_database.AdminDatabase method) update_epsilon_or_delta() (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) (lomas_server.admin_database.yaml_database.AdminYamlDatabase method)

user_must_exist() (in module lomas_server.admin_database.admin_database) user_must_have_access_to_dataset() (in module lomas_server.admin_database.admin_database) username (lomas_server.utils.config.MongoDBConfig attribute)

V

validate_pipeline() (in module lomas_server.tests.test_api_diffprivlib)

validate_synthesizer() (in module lomas_client.utils)

W

workers (lomas_server.utils.config.Server attribute)

Y

YAML (lomas_server.constants.AdminDBType attribute)

YamlDBConfig (class in lomas_server.utils.config)

Z

ZERO_CONCENTRATED_DIVERGENCE (lomas_server.constants.OpenDPMeasurement attribute)