Index

A

about() (in module lomas_server.administration.dashboard.about) access_key_id (lomas_core.models.collections.DSS3Access attribute) add_exception_handlers() (in module lomas_core.error_handler) add_lomas_demo_data() (in module lomas_server.administration.scripts.lomas_demo_setup) admin (lomas_client.tests.test_integrations.KC attribute) ADMIN (lomas_core.constants.Scopes attribute) AdminDatabase (class in lomas_server.admin_database.admin_database)

AdminMongoDatabase (class in lomas_server.admin_database.mongodb_database) AIM (lomas_core.constants.SSynthMarginalSynthesizer attribute) Aria (class in lomas_client.tests.test_integrations) aria() (in module lomas_client.tests.test_integrations) as_client() (lomas_client.tests.test_integrations.Aria method) at() (in module lomas_server.administration.tests.test_streamlit_app_page_b) AuthenticationType (class in lomas_core.models.constants)

B

BOOLEAN (lomas_core.models.constants.MetadataColumnType attribute) BooleanMetadata (class in lomas_core.models.collections)

BoundedColumnMetadata (class in lomas_core.models.collections) bucket (lomas_core.models.collections.DSS3Access attribute) BudgetDBKey (class in lomas_server.admin_database.constants)

C

cardinality (lomas_core.models.collections.IntCategoricalMetadata attribute) (lomas_core.models.collections.StrCategoricalMetadata attribute) CAT_INT (lomas_core.models.constants.MetadataColumnType attribute) CAT_STRING (lomas_core.models.constants.MetadataColumnType attribute) CATEGORICAL (lomas_server.constants.SSynthColumnType attribute) CategoricalColumnMetadata (class in lomas_core.models.collections) categories (lomas_core.models.collections.IntCategoricalMetadata attribute) (lomas_core.models.collections.StrCategoricalMetadata attribute) censor_dims (lomas_core.models.collections.Metadata attribute) CHANGE_ONE_DISTANCE (lomas_server.constants.OpenDPDatasetInputMetric attribute) check_result_acknowledged() (in module lomas_server.admin_database.mongodb_database) clamp_columns (lomas_core.models.collections.Metadata attribute) clamp_counts (lomas_core.models.collections.Metadata attribute) Client (class in lomas_client) (class in lomas_client.client) client_secret (lomas_client.tests.test_integrations.Aria attribute) (lomas_core.models.collections.UserId attribute) collector_endpoint (lomas_core.models.config.Telemetry attribute) collector_insecure (lomas_core.models.config.Telemetry attribute) collector_log_correlation (lomas_core.models.config.Telemetry attribute) ColumnMetadata (class in lomas_core.models.collections) columns (lomas_core.models.collections.Metadata attribute) complete_pipeline() (lomas_server.dp_queries.dp_libraries.diffprivlib.DiffPrivLibQuerier method)

condition (lomas_core.models.requests.SmartnoiseSynthQueryModel attribute) Config (class in lomas_server.administration.scripts.keycloak_setup) config (lomas_client.tests.test_integrations.KC attribute) constraints (lomas_core.models.requests.SmartnoiseSynthRequestModel attribute) CONTINUOUS (lomas_server.constants.SSynthColumnType attribute) convert_to_smartnoise_metadata() (in module lomas_server.dp_queries.dp_libraries.smartnoise_sql) cost() (lomas_client.libraries.diffprivlib.DiffPrivLibClient method) (lomas_client.libraries.opendp.OpenDPClient method) (lomas_client.libraries.smartnoise_sql.SmartnoiseSQLClient method) (lomas_client.libraries.smartnoise_synth.SmartnoiseSynthClient method) (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) CostResponse (class in lomas_core.models.responses) create_confidential_client() (in module lomas_server.administration.scripts.keycloak_setup) create_gateway_client() (in module lomas_server.administration.scripts.keycloak_setup) create_lomas_admin_users() (in module lomas_server.administration.scripts.keycloak_setup) create_lomas_clients() (in module lomas_server.administration.scripts.keycloak_setup) create_realm() (in module lomas_server.administration.scripts.keycloak_setup) credentials_name (lomas_core.models.collections.DSS3Access attribute) CUBE (lomas_server.constants.SSynthTableTransStyle attribute)

D

dashbord_dir() (in module lomas_server.administration.tests.test_streamlit_app) data_connector_factory() (in module lomas_server.data_connector.factory) database_type (lomas_core.models.collections.DSAccess attribute) (lomas_core.models.collections.DSPathAccess attribute) (lomas_core.models.collections.DSS3Access attribute) DataConnector (class in lomas_server.data_connector.data_connector) dataframe_from_dict() (in module lomas_core.models.utils) dataframe_to_dict() (in module lomas_core.models.utils) dataset_access (lomas_core.models.collections.DSInfo attribute) dataset_iris() (in module lomas_server.administration.tests.test_streamlit_app_page_b) dataset_must_exist() (in module lomas_server.admin_database.admin_database) dataset_name (lomas_core.models.collections.DatasetOfUser attribute) (lomas_core.models.collections.DSInfo attribute) (lomas_core.models.requests.LomasRequestModel attribute) dataset_yaml (lomas_server.administration.scripts.lomas_demo_setup.DemoAdminConfig attribute) DatasetOfUser (class in lomas_core.models.collections) datasets (lomas_core.models.collections.DatasetsCollection attribute) datasets_list (lomas_core.models.collections.User attribute) DatasetsCollection (class in lomas_core.models.collections) DATETIME (lomas_core.models.constants.MetadataColumnType attribute) (lomas_server.constants.SSynthColumnType attribute) datetime_columns (lomas_core.models.responses.DummyDsResponse attribute) datetime_to_float() (in module lomas_server.dp_queries.dp_libraries.smartnoise_synth) DatetimeMetadata (class in lomas_core.models.collections) delta (lomas_core.models.requests.SmartnoiseSQLRequestModel attribute) (lomas_core.models.requests.SmartnoiseSynthRequestModel attribute) (lomas_core.models.responses.CostResponse attribute) DELTA_INIT (lomas_server.admin_database.constants.BudgetDBKey attribute) DELTA_SPENT (lomas_server.admin_database.constants.BudgetDBKey attribute) demo_setup() (in module lomas_client.tests.test_integrations) DemoAdminConfig (class in lomas_server.administration.scripts.lomas_demo_setup) deserialize_dummy_df() (lomas_core.models.responses.DummyDsResponse class method) deserialize_model() (in module lomas_core.models.utils) df (lomas_core.models.responses.SmartnoiseSQLQueryResult attribute) (lomas_server.data_connector.data_connector.DataConnector attribute) df_samples (lomas_core.models.responses.SmartnoiseSynthSamples attribute)

DIFFPRIVLIB (lomas_core.constants.DPLibraries attribute) diffprivlib_json (lomas_core.models.requests.DiffPrivLibRequestModel attribute) diffprivlib_query_handler() (in module lomas_server.routes.routes_dp) DiffPrivLibClient (class in lomas_client.libraries.diffprivlib) DiffPrivLibDummyQueryModel (class in lomas_core.models.requests) DiffPrivLibQuerier (class in lomas_server.dp_queries.dp_libraries.diffprivlib) DiffPrivLibQueryModel (class in lomas_core.models.requests) DiffPrivLibQueryResult (class in lomas_core.models.responses) DiffPrivLibRequestModel (class in lomas_core.models.requests) dispatch() (lomas_server.routes.middlewares.FastAPIMetricMiddleware method) (lomas_server.routes.middlewares.LoggingAndTracingMiddleware method) does_dataset_exist() (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) does_user_exist() (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) DOUBLE (lomas_core.models.constants.Precision attribute) DP_CTGAN (lomas_core.constants.SSynthGanSynthesizer attribute) DP_GAN (lomas_core.constants.SSynthGanSynthesizer attribute) DPLibraries (class in lomas_core.constants) DPQuerier (class in lomas_server.dp_queries.dp_querier) DSAccess (class in lomas_core.models.collections) DSInfo (class in lomas_core.models.collections) DSPathAccess (class in lomas_core.models.collections) DSS3Access (class in lomas_core.models.collections) dtypes (lomas_core.models.responses.DummyDsResponse attribute) dummy_df (lomas_core.models.responses.DummyDsResponse attribute) dummy_diffprivlib_query_handler() (in module lomas_server.routes.routes_dp) dummy_nb_rows (lomas_core.models.requests.DummyQueryModel attribute) (lomas_core.models.requests.GetDummyDataset attribute) dummy_opendp_query_handler() (in module lomas_server.routes.routes_dp) dummy_seed (lomas_core.models.requests.DummyQueryModel attribute) (lomas_core.models.requests.GetDummyDataset attribute) dummy_smartnoise_sql_handler() (in module lomas_server.routes.routes_dp) dummy_smartnoise_synth_handler() (in module lomas_server.routes.routes_dp) DummyDsResponse (class in lomas_core.models.responses) DummyQueryModel (class in lomas_core.models.requests)

E

email (lomas_core.models.collections.UserId attribute) (lomas_server.administration.scripts.keycloak_setup.User attribute) enabled (lomas_core.models.config.Telemetry attribute) endpoint_url (lomas_core.models.collections.DSS3Access attribute) epsilon (lomas_core.models.requests.SmartnoiseSQLRequestModel attribute) (lomas_core.models.requests.SmartnoiseSynthRequestModel attribute) (lomas_core.models.responses.CostResponse attribute) EPSILON_INIT (lomas_server.admin_database.constants.BudgetDBKey attribute) EPSILON_SPENT (lomas_server.admin_database.constants.BudgetDBKey attribute)

error (lomas_core.models.responses.Job attribute) estimate_diffprivlib_cost() (in module lomas_server.routes.routes_dp) estimate_opendp_cost() (in module lomas_server.routes.routes_dp) estimate_smartnoise_sql_cost() (in module lomas_server.routes.routes_dp) estimate_smartnoise_synth_cost() (in module lomas_server.routes.routes_dp) ExceptionType (class in lomas_core.models.constants) EXTERNAL_LIBRARY (lomas_core.models.constants.ExceptionType attribute) ExternalLibraryException ExternalLibraryExceptionModel (class in lomas_core.models.exceptions)

F

FastAPIMetricMiddleware (class in lomas_server.routes.middlewares) feature_columns (lomas_core.models.requests.DiffPrivLibRequestModel attribute) first_name (lomas_server.administration.scripts.keycloak_setup.User attribute) fit_model_on_data() (lomas_server.dp_queries.dp_libraries.diffprivlib.DiffPrivLibQuerier method) fixed_delta (lomas_core.models.requests.OpenDPRequestModel attribute)

FIXED_SMOOTHED_MAX_DIVERGENCE (lomas_server.constants.OpenDPMeasurement attribute) FLOAT (lomas_core.models.constants.MetadataColumnType attribute) FloatMetadata (class in lomas_core.models.collections) FREE_PASS (lomas_core.models.constants.AuthenticationType attribute) FreePassAuthenticator (class in lomas_server.auth.auth)

G

GAN (lomas_server.constants.SSynthTableTransStyle attribute) GAUSSIAN (lomas_core.constants.OpenDpMechanism attribute) get_admin_session() (in module lomas_server.administration.scripts.keycloak_setup) get_and_set_may_user_query() (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) get_column_dtypes() (in module lomas_server.data_connector.data_connector) get_column_metadata_discriminator() (in module lomas_core.models.collections) get_dataset() (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) get_dataset_credentials() (in module lomas_server.data_connector.factory) get_dataset_metadata() (in module lomas_server.routes.routes_admin) (lomas_client.Client method) (lomas_client.client.Client method) (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) get_dpl_bounds() (in module lomas_server.dp_queries.dp_libraries.diffprivlib) get_dummy_dataset() (in module lomas_server.routes.routes_admin) (lomas_client.Client method) (lomas_client.client.Client method) get_dummy_dataset_for_query() (in module lomas_server.dp_queries.dummy_dataset) get_dummy_lf() (lomas_client.Client method) (lomas_client.client.Client method) get_epsilon_or_delta() (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) get_initial_budget() (in module lomas_server.routes.routes_admin) (lomas_client.Client method) (lomas_client.client.Client method) (lomas_server.admin_database.admin_database.AdminDatabase method) get_metadata() (lomas_server.data_connector.data_connector.DataConnector method) get_mongodb() (in module lomas_server.admin_database.mongodb_database)

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_path() (lomas_server.routes.middlewares.FastAPIMetricMiddleware static method) get_polars_lf() (lomas_server.data_connector.data_connector.DataConnector method) get_previous_queries() (lomas_client.Client method) (lomas_client.client.Client method) get_query_columns() (in module lomas_server.dp_queries.dp_libraries.smartnoise_sql) get_remaining_budget() (in module lomas_server.routes.routes_admin) (lomas_client.Client method) (lomas_client.client.Client method) (lomas_server.admin_database.admin_database.AdminDatabase method) get_server_config() (in module lomas_server.administration.dashboard.utils) (in module lomas_server.routes.routes_admin) get_server_data() (in module lomas_server.administration.dashboard.utils) get_state() (in module lomas_server.routes.routes_admin) get_total_spent_budget() (in module lomas_server.routes.routes_admin) (lomas_client.Client method) (lomas_client.client.Client method) (lomas_server.admin_database.admin_database.AdminDatabase method) get_user_id() (lomas_server.auth.auth.FreePassAuthenticator method) (lomas_server.auth.auth.JWTAuthenticator method) (lomas_server.auth.auth.UserAuthenticator method) get_user_id_from_authenticator() (in module lomas_server.routes.utils) 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) GetDummyDataset (class in lomas_core.models.requests)

H

HAMMING_DISTANCE (lomas_server.constants.OpenDPDatasetInputMetric attribute) handle_missing_data() (in module lomas_server.dp_queries.dp_libraries.utils) handle_query() (lomas_server.dp_queries.dp_querier.DPQuerier method) handle_query_to_job() (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) health_handler() (in module lomas_server.routes.routes_admin)

I

id (lomas_core.models.collections.User attribute) imputer_strategy (lomas_core.models.requests.DiffPrivLibRequestModel attribute) init_logs_exporter() (in module lomas_core.instrumentation) init_metrics_exporter() (in module lomas_core.instrumentation) init_telemetry() (in module lomas_core.instrumentation) init_traces_exporter() (in module lomas_core.instrumentation) initial_delta (lomas_core.models.collections.DatasetOfUser attribute) (lomas_core.models.responses.InitialBudgetResponse attribute) initial_epsilon (lomas_core.models.collections.DatasetOfUser attribute) (lomas_core.models.responses.InitialBudgetResponse attribute) InitialBudgetResponse (class in lomas_core.models.responses) InMemoryConnector (class in lomas_server.data_connector.in_memory_connector)

INSERT_DELETE_DISTANCE (lomas_server.constants.OpenDPDatasetInputMetric attribute) INT (lomas_core.models.constants.MetadataColumnType attribute) INT_DISTANCE (lomas_server.constants.OpenDPDatasetInputMetric attribute) int_with_nulls (lomas_core.models.collections.FloatMetadata attribute) IntCategoricalMetadata (class in lomas_core.models.collections) INTERNAL_SERVER (lomas_core.models.constants.ExceptionType attribute) InternalServerException InternalServerExceptionModel (class in lomas_core.models.exceptions) IntMetadata (class in lomas_core.models.collections) INVALID_QUERY (lomas_core.models.constants.ExceptionType attribute) InvalidQueryException InvalidQueryExceptionModel (class in lomas_core.models.exceptions) is_measurement() (in module lomas_server.dp_queries.dp_libraries.opendp)

J

JITTER (lomas_core.models.constants.TimeAttackMethod attribute) Job (class in lomas_core.models.responses)

JWT (lomas_core.models.constants.AuthenticationType attribute) JWTAuthenticator (class in lomas_server.auth.auth)

K

KC (class in lomas_client.tests.test_integrations) kc() (in module lomas_client.tests.test_integrations) kc_setup() (in module lomas_server.administration.scripts.keycloak_setup) KCAttributeNames (class in lomas_server.constants) key (lomas_core.models.collections.DSS3Access attribute)

keycloak_admin_client_id (lomas_server.administration.scripts.keycloak_setup.Config attribute) keycloak_admin_pwd (lomas_server.administration.scripts.keycloak_setup.Config attribute) keycloak_admin_user (lomas_server.administration.scripts.keycloak_setup.Config attribute) keycloak_authentication_realm (lomas_server.administration.scripts.keycloak_setup.Config attribute) keycloak_url (lomas_server.administration.scripts.keycloak_setup.Config attribute) keycloak_use_tls (lomas_server.administration.scripts.keycloak_setup.Config property)

L

LAPLACE (lomas_core.constants.OpenDpMechanism attribute) last_name (lomas_server.administration.scripts.keycloak_setup.User attribute) LEGACY (lomas_core.constants.OpenDpPipelineType attribute) library (lomas_core.models.exceptions.ExternalLibraryExceptionModel attribute) lifespan() (in module lomas_server.app) LoggingAndTracingMiddleware (class in lomas_server.routes.middlewares) lomas_admin_client_id (lomas_server.administration.scripts.keycloak_setup.Config attribute) lomas_admin_client_secret (lomas_server.administration.scripts.keycloak_setup.Config attribute) lomas_admin_users (lomas_server.administration.scripts.keycloak_setup.Config attribute) lomas_api_client_id (lomas_server.administration.scripts.keycloak_setup.Config attribute) lomas_api_client_secret (lomas_server.administration.scripts.keycloak_setup.Config attribute) lomas_client module lomas_client.client module lomas_client.constants module lomas_client.http_client module lomas_client.libraries module lomas_client.libraries.diffprivlib module lomas_client.libraries.opendp module lomas_client.libraries.smartnoise_sql module lomas_client.libraries.smartnoise_synth module lomas_client.tests module lomas_client.tests.test_integrations module lomas_client.tests.test_run_notebooks module lomas_client.utils module lomas_core module lomas_core.constants module lomas_core.error_handler module lomas_core.instrumentation module lomas_core.models module lomas_core.models.collections module lomas_core.models.config module lomas_core.models.constants module lomas_core.models.exceptions module lomas_core.models.requests module lomas_core.models.requests_examples module lomas_core.models.responses module lomas_core.models.utils module lomas_demo_setup() (in module lomas_server.administration.scripts.lomas_demo_setup) lomas_gateway_client_id (lomas_server.administration.scripts.keycloak_setup.Config attribute) lomas_gateway_client_secret (lomas_server.administration.scripts.keycloak_setup.Config attribute) lomas_gateway_url (lomas_server.administration.scripts.keycloak_setup.Config attribute) lomas_realm (lomas_server.administration.scripts.keycloak_setup.Config attribute) lomas_server module lomas_server.admin_database module lomas_server.admin_database.admin_database module lomas_server.admin_database.constants module lomas_server.admin_database.mongodb_database module lomas_server.administration module lomas_server.administration.dashboard module lomas_server.administration.dashboard.about module lomas_server.administration.dashboard.pages module lomas_server.administration.dashboard.utils module

lomas_server.administration.scripts module lomas_server.administration.scripts.keycloak_setup module lomas_server.administration.scripts.lomas_demo_setup module lomas_server.administration.tests module lomas_server.administration.tests.test_streamlit_app module lomas_server.administration.tests.test_streamlit_app_page_b module lomas_server.app module lomas_server.auth module lomas_server.auth.auth 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.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.routes module lomas_server.routes.middlewares 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.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.utils module lomas_server.utils.metrics module lomas_server.uvicorn_serve module LOMAS_USER_CLIENT (lomas_server.constants.KCAttributeNames attribute) LomasHttpClient (class in lomas_client.http_client) LomasRequestModel (class in lomas_core.models.requests) LomasServerExceptionModel (class in lomas_core.models.exceptions) lower (lomas_core.models.collections.DatetimeMetadata attribute) (lomas_core.models.collections.FloatMetadata attribute) (lomas_core.models.collections.IntMetadata attribute)

M

magnitude (lomas_core.models.config.TimeAttack attribute) main() (in module lomas_server.administration.dashboard.about) make_dummy() (in module lomas_core.models.requests_examples) make_dummy_dataset() (in module lomas_server.dp_queries.dummy_dataset) mark_notebook() (in module lomas_client.tests.test_run_notebooks) MAX_DIVERGENCE (lomas_server.constants.OpenDPMeasurement attribute) max_ids (lomas_core.models.collections.Metadata attribute) max_influenced_partitions (lomas_core.models.collections.ColumnMetadata attribute) max_partition_contributions (lomas_core.models.collections.ColumnMetadata attribute) max_partition_length (lomas_core.models.collections.ColumnMetadata attribute) may_query (lomas_core.models.collections.User attribute) mechanism (lomas_core.models.requests.OpenDPRequestModel attribute) mechanisms (lomas_core.models.requests.SmartnoiseSQLRequestModel attribute) message (lomas_core.models.exceptions.ExternalLibraryExceptionModel attribute) (lomas_core.models.exceptions.InvalidQueryExceptionModel attribute) (lomas_core.models.exceptions.UnauthorizedAccessExceptionModel attribute) Metadata (class in lomas_core.models.collections) metadata (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset attribute) metadata_access (lomas_core.models.collections.DSInfo attribute) MetadataColumnType (class in lomas_core.models.constants) method (lomas_core.models.config.TimeAttack attribute) misc_realm_cleanup() (in module lomas_server.administration.scripts.keycloak_setup) mock_mongodb_and_helpers() (in module lomas_server.administration.tests.test_streamlit_app_page_b) model (lomas_core.models.responses.DiffPrivLibQueryResult attribute) (lomas_core.models.responses.SmartnoiseSynthModel attribute) model_computed_fields (lomas_core.models.collections.BooleanMetadata attribute) (lomas_core.models.collections.BoundedColumnMetadata attribute) (lomas_core.models.collections.CategoricalColumnMetadata attribute) (lomas_core.models.collections.ColumnMetadata attribute) (lomas_core.models.collections.DatasetOfUser attribute) (lomas_core.models.collections.DatasetsCollection attribute) (lomas_core.models.collections.DatetimeMetadata attribute) (lomas_core.models.collections.DSAccess attribute) (lomas_core.models.collections.DSInfo attribute) (lomas_core.models.collections.DSPathAccess attribute) (lomas_core.models.collections.DSS3Access attribute) (lomas_core.models.collections.FloatMetadata attribute) (lomas_core.models.collections.IntCategoricalMetadata attribute) (lomas_core.models.collections.IntMetadata attribute) (lomas_core.models.collections.Metadata attribute) (lomas_core.models.collections.StrCategoricalMetadata attribute) (lomas_core.models.collections.StrMetadata attribute) (lomas_core.models.collections.User attribute) (lomas_core.models.collections.UserCollection attribute) (lomas_core.models.collections.UserId attribute) (lomas_core.models.config.Telemetry attribute) (lomas_core.models.config.TimeAttack attribute) (lomas_core.models.exceptions.ExternalLibraryExceptionModel attribute) (lomas_core.models.exceptions.InternalServerExceptionModel attribute) (lomas_core.models.exceptions.InvalidQueryExceptionModel attribute) (lomas_core.models.exceptions.LomasServerExceptionModel attribute) (lomas_core.models.exceptions.UnauthorizedAccessExceptionModel attribute) (lomas_core.models.requests.DiffPrivLibDummyQueryModel attribute) (lomas_core.models.requests.DiffPrivLibQueryModel attribute) (lomas_core.models.requests.DiffPrivLibRequestModel attribute) (lomas_core.models.requests.DummyQueryModel attribute) (lomas_core.models.requests.GetDummyDataset attribute) (lomas_core.models.requests.LomasRequestModel attribute) (lomas_core.models.requests.OpenDPDummyQueryModel attribute) (lomas_core.models.requests.OpenDPQueryModel attribute) (lomas_core.models.requests.OpenDPRequestModel attribute) (lomas_core.models.requests.QueryModel attribute) (lomas_core.models.requests.SmartnoiseSQLDummyQueryModel attribute) (lomas_core.models.requests.SmartnoiseSQLQueryModel attribute) (lomas_core.models.requests.SmartnoiseSQLRequestModel attribute) (lomas_core.models.requests.SmartnoiseSynthDummyQueryModel attribute) (lomas_core.models.requests.SmartnoiseSynthQueryModel attribute) (lomas_core.models.requests.SmartnoiseSynthRequestModel attribute) (lomas_core.models.responses.CostResponse attribute) (lomas_core.models.responses.DiffPrivLibQueryResult attribute) (lomas_core.models.responses.DummyDsResponse attribute) (lomas_core.models.responses.InitialBudgetResponse attribute) (lomas_core.models.responses.Job attribute) (lomas_core.models.responses.OpenDPPolarsQueryResult attribute) (lomas_core.models.responses.OpenDPQueryResult attribute) (lomas_core.models.responses.QueryResponse attribute) (lomas_core.models.responses.RemainingBudgetResponse attribute) (lomas_core.models.responses.ResponseModel attribute) (lomas_core.models.responses.SmartnoiseSQLQueryResult attribute) (lomas_core.models.responses.SmartnoiseSynthModel attribute) (lomas_core.models.responses.SmartnoiseSynthSamples attribute) (lomas_core.models.responses.SpentBudgetResponse attribute) (lomas_server.administration.scripts.keycloak_setup.Config attribute) (lomas_server.administration.scripts.keycloak_setup.User attribute) (lomas_server.administration.scripts.lomas_demo_setup.DemoAdminConfig attribute) model_config (lomas_core.models.collections.BooleanMetadata attribute) (lomas_core.models.collections.BoundedColumnMetadata attribute) (lomas_core.models.collections.CategoricalColumnMetadata attribute) (lomas_core.models.collections.ColumnMetadata attribute) (lomas_core.models.collections.DatasetOfUser attribute) (lomas_core.models.collections.DatasetsCollection attribute) (lomas_core.models.collections.DatetimeMetadata attribute) (lomas_core.models.collections.DSAccess attribute) (lomas_core.models.collections.DSInfo attribute) (lomas_core.models.collections.DSPathAccess attribute) (lomas_core.models.collections.DSS3Access attribute) (lomas_core.models.collections.FloatMetadata attribute) (lomas_core.models.collections.IntCategoricalMetadata attribute) (lomas_core.models.collections.IntMetadata attribute) (lomas_core.models.collections.Metadata attribute) (lomas_core.models.collections.StrCategoricalMetadata attribute) (lomas_core.models.collections.StrMetadata attribute) (lomas_core.models.collections.User attribute) (lomas_core.models.collections.UserCollection attribute) (lomas_core.models.collections.UserId attribute) (lomas_core.models.config.Telemetry attribute) (lomas_core.models.config.TimeAttack attribute) (lomas_core.models.exceptions.ExternalLibraryExceptionModel attribute) (lomas_core.models.exceptions.InternalServerExceptionModel attribute) (lomas_core.models.exceptions.InvalidQueryExceptionModel attribute) (lomas_core.models.exceptions.LomasServerExceptionModel attribute) (lomas_core.models.exceptions.UnauthorizedAccessExceptionModel attribute) (lomas_core.models.requests.DiffPrivLibDummyQueryModel attribute) (lomas_core.models.requests.DiffPrivLibQueryModel attribute) (lomas_core.models.requests.DiffPrivLibRequestModel attribute) (lomas_core.models.requests.DummyQueryModel attribute) (lomas_core.models.requests.GetDummyDataset attribute) (lomas_core.models.requests.LomasRequestModel attribute) (lomas_core.models.requests.OpenDPDummyQueryModel attribute) (lomas_core.models.requests.OpenDPQueryModel attribute) (lomas_core.models.requests.OpenDPRequestModel attribute) (lomas_core.models.requests.QueryModel attribute) (lomas_core.models.requests.SmartnoiseSQLDummyQueryModel attribute) (lomas_core.models.requests.SmartnoiseSQLQueryModel attribute) (lomas_core.models.requests.SmartnoiseSQLRequestModel attribute) (lomas_core.models.requests.SmartnoiseSynthDummyQueryModel attribute) (lomas_core.models.requests.SmartnoiseSynthQueryModel attribute) (lomas_core.models.requests.SmartnoiseSynthRequestModel attribute) (lomas_core.models.responses.CostResponse attribute) (lomas_core.models.responses.DiffPrivLibQueryResult attribute) (lomas_core.models.responses.DummyDsResponse attribute) (lomas_core.models.responses.InitialBudgetResponse attribute) (lomas_core.models.responses.Job attribute) (lomas_core.models.responses.OpenDPPolarsQueryResult attribute) (lomas_core.models.responses.OpenDPQueryResult attribute) (lomas_core.models.responses.QueryResponse attribute) (lomas_core.models.responses.RemainingBudgetResponse attribute) (lomas_core.models.responses.ResponseModel attribute) (lomas_core.models.responses.SmartnoiseSQLQueryResult attribute) (lomas_core.models.responses.SmartnoiseSynthModel attribute) (lomas_core.models.responses.SmartnoiseSynthSamples attribute) (lomas_core.models.responses.SpentBudgetResponse attribute) (lomas_server.administration.scripts.keycloak_setup.Config attribute) (lomas_server.administration.scripts.keycloak_setup.User attribute) (lomas_server.administration.scripts.lomas_demo_setup.DemoAdminConfig attribute)

model_fields (lomas_core.models.collections.BooleanMetadata attribute) (lomas_core.models.collections.BoundedColumnMetadata attribute) (lomas_core.models.collections.CategoricalColumnMetadata attribute) (lomas_core.models.collections.ColumnMetadata attribute) (lomas_core.models.collections.DatasetOfUser attribute) (lomas_core.models.collections.DatasetsCollection attribute) (lomas_core.models.collections.DatetimeMetadata attribute) (lomas_core.models.collections.DSAccess attribute) (lomas_core.models.collections.DSInfo attribute) (lomas_core.models.collections.DSPathAccess attribute) (lomas_core.models.collections.DSS3Access attribute) (lomas_core.models.collections.FloatMetadata attribute) (lomas_core.models.collections.IntCategoricalMetadata attribute) (lomas_core.models.collections.IntMetadata attribute) (lomas_core.models.collections.Metadata attribute) (lomas_core.models.collections.StrCategoricalMetadata attribute) (lomas_core.models.collections.StrMetadata attribute) (lomas_core.models.collections.User attribute) (lomas_core.models.collections.UserCollection attribute) (lomas_core.models.collections.UserId attribute) (lomas_core.models.config.Telemetry attribute) (lomas_core.models.config.TimeAttack attribute) (lomas_core.models.exceptions.ExternalLibraryExceptionModel attribute) (lomas_core.models.exceptions.InternalServerExceptionModel attribute) (lomas_core.models.exceptions.InvalidQueryExceptionModel attribute) (lomas_core.models.exceptions.LomasServerExceptionModel attribute) (lomas_core.models.exceptions.UnauthorizedAccessExceptionModel attribute) (lomas_core.models.requests.DiffPrivLibDummyQueryModel attribute) (lomas_core.models.requests.DiffPrivLibQueryModel attribute) (lomas_core.models.requests.DiffPrivLibRequestModel attribute) (lomas_core.models.requests.DummyQueryModel attribute) (lomas_core.models.requests.GetDummyDataset attribute) (lomas_core.models.requests.LomasRequestModel attribute) (lomas_core.models.requests.OpenDPDummyQueryModel attribute) (lomas_core.models.requests.OpenDPQueryModel attribute) (lomas_core.models.requests.OpenDPRequestModel attribute) (lomas_core.models.requests.QueryModel attribute) (lomas_core.models.requests.SmartnoiseSQLDummyQueryModel attribute) (lomas_core.models.requests.SmartnoiseSQLQueryModel attribute) (lomas_core.models.requests.SmartnoiseSQLRequestModel attribute) (lomas_core.models.requests.SmartnoiseSynthDummyQueryModel attribute) (lomas_core.models.requests.SmartnoiseSynthQueryModel attribute) (lomas_core.models.requests.SmartnoiseSynthRequestModel attribute) (lomas_core.models.responses.CostResponse attribute) (lomas_core.models.responses.DiffPrivLibQueryResult attribute) (lomas_core.models.responses.DummyDsResponse attribute) (lomas_core.models.responses.InitialBudgetResponse attribute) (lomas_core.models.responses.Job attribute) (lomas_core.models.responses.OpenDPPolarsQueryResult attribute) (lomas_core.models.responses.OpenDPQueryResult attribute) (lomas_core.models.responses.QueryResponse attribute) (lomas_core.models.responses.RemainingBudgetResponse attribute) (lomas_core.models.responses.ResponseModel attribute) (lomas_core.models.responses.SmartnoiseSQLQueryResult attribute) (lomas_core.models.responses.SmartnoiseSynthModel attribute) (lomas_core.models.responses.SmartnoiseSynthSamples attribute) (lomas_core.models.responses.SpentBudgetResponse attribute) (lomas_server.administration.scripts.keycloak_setup.Config attribute) (lomas_server.administration.scripts.keycloak_setup.User attribute) (lomas_server.administration.scripts.lomas_demo_setup.DemoAdminConfig attribute) model_input_to_lib() (in module lomas_core.models.requests) module lomas_client lomas_client.client lomas_client.constants lomas_client.http_client lomas_client.libraries lomas_client.libraries.diffprivlib lomas_client.libraries.opendp lomas_client.libraries.smartnoise_sql lomas_client.libraries.smartnoise_synth lomas_client.tests lomas_client.tests.test_integrations lomas_client.tests.test_run_notebooks lomas_client.utils lomas_core lomas_core.constants lomas_core.error_handler lomas_core.instrumentation lomas_core.models lomas_core.models.collections lomas_core.models.config lomas_core.models.constants lomas_core.models.exceptions lomas_core.models.requests lomas_core.models.requests_examples lomas_core.models.responses lomas_core.models.utils lomas_server lomas_server.admin_database lomas_server.admin_database.admin_database lomas_server.admin_database.constants lomas_server.admin_database.mongodb_database lomas_server.administration lomas_server.administration.dashboard lomas_server.administration.dashboard.about lomas_server.administration.dashboard.pages lomas_server.administration.dashboard.utils lomas_server.administration.scripts lomas_server.administration.scripts.keycloak_setup lomas_server.administration.scripts.lomas_demo_setup lomas_server.administration.tests lomas_server.administration.tests.test_streamlit_app lomas_server.administration.tests.test_streamlit_app_page_b lomas_server.app lomas_server.auth lomas_server.auth.auth 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.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.routes lomas_server.routes.middlewares lomas_server.routes.routes_admin lomas_server.routes.routes_dp lomas_server.routes.utils lomas_server.tests 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.utils lomas_server.utils.metrics lomas_server.uvicorn_serve MST (lomas_core.constants.SSynthMarginalSynthesizer attribute) MWEM (lomas_core.constants.SSynthMarginalSynthesizer attribute)

N

name (lomas_core.models.collections.UserId attribute) nb_samples (lomas_core.models.requests.SmartnoiseSynthQueryModel attribute)

nullable (lomas_core.models.requests.SmartnoiseSynthRequestModel attribute) nullable_proportion (lomas_core.models.collections.ColumnMetadata attribute)

O

OPENDP (lomas_core.constants.DPLibraries attribute) opendp_json (lomas_core.models.requests.OpenDPRequestModel attribute) OPENDP_POLARS (lomas_core.constants.DPLibraries attribute) opendp_query_handler() (in module lomas_server.routes.routes_dp) OpenDPClient (class in lomas_client.libraries.opendp) OpenDPDatasetInputMetric (class in lomas_server.constants) OpenDPDummyQueryModel (class in lomas_core.models.requests) OpenDPMeasurement (class in lomas_server.constants)

OpenDpMechanism (class in lomas_core.constants) OpenDpPipelineType (class in lomas_core.constants) OpenDPPolarsQueryResult (class in lomas_core.models.responses) OpenDPQuerier (class in lomas_server.dp_queries.dp_libraries.opendp) OpenDPQueryModel (class in lomas_core.models.requests) OpenDPQueryResult (class in lomas_core.models.responses) OpenDPRequestModel (class in lomas_core.models.requests) options_set_if_enabled() (lomas_core.models.config.Telemetry method) overwrite_realm (lomas_server.administration.scripts.keycloak_setup.Config attribute)

P

PAC_SYNTH (lomas_core.constants.SSynthMarginalSynthesizer attribute) PATE_CTGAN (lomas_core.constants.SSynthGanSynthesizer attribute) PATE_GAN (lomas_core.constants.SSynthGanSynthesizer attribute) path (lomas_core.models.collections.DSPathAccess attribute) PATH (lomas_core.models.constants.PrivateDatabaseType attribute) path_prefix (lomas_server.administration.scripts.lomas_demo_setup.DemoAdminConfig attribute) PathConnector (class in lomas_server.data_connector.path_connector) pipeline_type (lomas_core.models.requests.OpenDPRequestModel attribute) POLARS (lomas_core.constants.OpenDpPipelineType attribute) polars_df_from_str() (in module lomas_core.models.utils) polars_df_to_str() (in module lomas_core.models.utils)

post() (lomas_client.http_client.LomasHttpClient method) postprocess (lomas_core.models.requests.SmartnoiseSQLQueryModel attribute) Precision (class in lomas_core.models.constants) precision (lomas_core.models.collections.FloatMetadata attribute) (lomas_core.models.collections.IntCategoricalMetadata attribute) (lomas_core.models.collections.IntMetadata attribute) prepare_save_query() (lomas_server.admin_database.admin_database.AdminDatabase method) private_id (lomas_core.models.collections.ColumnMetadata attribute) PRIVATE_ID (lomas_server.constants.SSynthColumnType attribute) PrivateDatabaseType (class in lomas_core.models.constants) process_response() (in module lomas_server.routes.utils)

Q

querier_factory() (in module lomas_server.dp_queries.dp_libraries.factory) query() (lomas_client.libraries.diffprivlib.DiffPrivLibClient method) (lomas_client.libraries.opendp.OpenDPClient method) (lomas_client.libraries.smartnoise_sql.SmartnoiseSQLClient method) (lomas_client.libraries.smartnoise_synth.SmartnoiseSynthClient method) (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_str (lomas_core.models.requests.SmartnoiseSQLRequestModel attribute) query_with_iter() (lomas_server.dp_queries.dp_libraries.smartnoise_sql.SmartnoiseSQLQuerier method) QueryModel (class in lomas_core.models.requests) QueryResponse (class in lomas_core.models.responses)

R

rabbitmq_connect_queue() (in module lomas_server.routes.utils) rabbitmq_ctx() (in module lomas_server.routes.utils) raise_error() (in module lomas_client.utils) raise_error_from_model() (in module lomas_core.error_handler) remaining_delta (lomas_core.models.responses.RemainingBudgetResponse attribute) remaining_epsilon (lomas_core.models.responses.RemainingBudgetResponse attribute) RemainingBudgetResponse (class in lomas_core.models.responses) requested_by (lomas_core.models.responses.Job attribute) (lomas_core.models.responses.QueryResponse attribute) res_type (lomas_core.models.responses.DiffPrivLibQueryResult attribute) (lomas_core.models.responses.OpenDPPolarsQueryResult attribute) (lomas_core.models.responses.OpenDPQueryResult attribute) (lomas_core.models.responses.SmartnoiseSQLQueryResult attribute) (lomas_core.models.responses.SmartnoiseSynthModel attribute) (lomas_core.models.responses.SmartnoiseSynthSamples attribute)

ResponseModel (class in lomas_core.models.responses) result (lomas_core.models.responses.Job attribute) (lomas_core.models.responses.QueryResponse attribute) return_model (lomas_core.models.requests.SmartnoiseSynthQueryModel attribute) root() (in module lomas_server.routes.routes_admin) row_privacy (lomas_core.models.collections.Metadata attribute) rows (lomas_core.models.collections.Metadata attribute)

S

S3 (lomas_core.models.constants.PrivateDatabaseType attribute) S3Connector (class in lomas_server.data_connector.s3_connector) save_query() (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) Scopes (class in lomas_core.constants) score (lomas_core.models.responses.DiffPrivLibQueryResult attribute) secret_access_key (lomas_core.models.collections.DSS3Access attribute) select_cols (lomas_core.models.requests.SmartnoiseSynthRequestModel attribute) serialize_model() (in module lomas_core.models.utils) service_id (lomas_core.models.config.Telemetry attribute) service_name (lomas_core.models.config.Telemetry attribute) set_may_user_query() (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase 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) setUp() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) SINGLE (lomas_core.models.constants.Precision attribute) SMARTNOISE_SQL (lomas_core.constants.DPLibraries attribute) smartnoise_sql_handler() (in module lomas_server.routes.routes_dp) SMARTNOISE_SYNTH (lomas_core.constants.DPLibraries attribute) smartnoise_synth_handler() (in module lomas_server.routes.routes_dp) SmartnoiseSQLClient (class in lomas_client.libraries.smartnoise_sql) SmartnoiseSQLDummyQueryModel (class in lomas_core.models.requests) SmartnoiseSQLQuerier (class in lomas_server.dp_queries.dp_libraries.smartnoise_sql) SmartnoiseSQLQueryModel (class in lomas_core.models.requests)

SmartnoiseSQLQueryResult (class in lomas_core.models.responses) SmartnoiseSQLRequestModel (class in lomas_core.models.requests) SmartnoiseSynthClient (class in lomas_client.libraries.smartnoise_synth) SmartnoiseSynthDummyQueryModel (class in lomas_core.models.requests) SmartnoiseSynthModel (class in lomas_core.models.responses) SmartnoiseSynthQuerier (class in lomas_server.dp_queries.dp_libraries.smartnoise_synth) SmartnoiseSynthQueryModel (class in lomas_core.models.requests) SmartnoiseSynthRequestModel (class in lomas_core.models.requests) SmartnoiseSynthSamples (class in lomas_core.models.responses) SMOOTHED_MAX_DIVERGENCE (lomas_server.constants.OpenDPMeasurement attribute) SpentBudgetResponse (class in lomas_core.models.responses) split_train_test_data() (in module lomas_server.dp_queries.dp_libraries.diffprivlib) SSynthColumnType (class in lomas_server.constants) SSynthGanSynthesizer (class in lomas_core.constants) SSynthMarginalSynthesizer (class in lomas_core.constants) SSynthTableTransStyle (class in lomas_server.constants) STALL (lomas_core.models.constants.TimeAttackMethod attribute) status (lomas_core.models.responses.Job attribute) status_code (lomas_core.models.responses.Job attribute) status_handler() (in module lomas_server.routes.routes_admin) StrCategoricalMetadata (class in lomas_core.models.collections) STRING (lomas_core.models.constants.MetadataColumnType attribute) StrMetadata (class in lomas_core.models.collections) SYMMETRIC_DISTANCE (lomas_server.constants.OpenDPDatasetInputMetric attribute) synth_name (lomas_core.models.requests.SmartnoiseSynthRequestModel attribute) synth_params (lomas_core.models.requests.SmartnoiseSynthRequestModel attribute)

T

target_columns (lomas_core.models.requests.DiffPrivLibRequestModel attribute) tearDown() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) Telemetry (class in lomas_core.models.config) temp_password (lomas_server.administration.scripts.keycloak_setup.User attribute) test_a_server_overview_page() (in module lomas_server.administration.tests.test_streamlit_app) test_about_page() (in module lomas_server.administration.tests.test_streamlit_app) test_add_dataset_to_user() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_add_datasets_via_yaml() (lomas_server.tests.test_mongodb_admin.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_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_wb() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_add_users_via_yaml() (lomas_server.tests.test_mongodb_admin.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_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_to_user() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_del_user() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_demo_diffprivlib() (in module lomas_client.tests.test_integrations) test_demo_opendp_polars() (in module lomas_client.tests.test_integrations) test_demo_smartnoise_synth() (in module lomas_client.tests.test_integrations) test_diffprivlib_compatibility_error() (lomas_server.tests.test_api_diffprivlib.TestDiffPrivLibEndpoint method) test_diffprivlib_cost() (lomas_server.tests.test_api_diffprivlib.TestDiffPrivLibEndpoint method) test_diffprivlib_privacy_leak() (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_dummy_diffprivlib_query() (lomas_server.tests.test_api_diffprivlib.TestDiffPrivLibEndpoint 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_collection() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_get_dataset() (lomas_server.tests.test_mongodb_admin.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_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_metadata_of_dataset() (lomas_server.tests.test_mongodb_admin.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_int_column() (lomas_server.tests.test_collection_models.TestMetadataModel method) (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset method) test_layout() (in module lomas_server.administration.tests.test_streamlit_app_page_b) test_linear_regression_models() (lomas_server.tests.test_api_diffprivlib.TestDiffPrivLibEndpoint method) test_linear_regression_models_same_columns() (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_missing_configs() (in module lomas_client.tests.test_integrations) test_naives_bayes_model() (lomas_server.tests.test_api_diffprivlib.TestDiffPrivLibEndpoint method) test_nullable_column() (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset method) test_oauth2() (in module lomas_client.tests.test_integrations) test_oauth2_demo() (in module lomas_client.tests.test_integrations) test_precision() (lomas_server.tests.test_collection_models.TestMetadataModel method) test_root() (lomas_server.tests.test_api.TestRootAPIEndpoint method) test_run_notebook() (in module lomas_client.tests.test_run_notebooks) test_seed() (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset method) test_set_budget_field() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_set_may_query() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin method) test_size (lomas_core.models.requests.DiffPrivLibRequestModel attribute) 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_train_split_seed (lomas_core.models.requests.DiffPrivLibRequestModel attribute) test_trees_models() (lomas_server.tests.test_api_diffprivlib.TestDiffPrivLibEndpoint method) test_unknown_endpoint() (lomas_server.tests.test_api.TestRootAPIEndpoint method) test_widgets() (in module lomas_server.administration.tests.test_streamlit_app_page_b) 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) TestRootAPIEndpoint (class in lomas_server.tests.test_api) TestSmartnoiseSynthEndpoint (class in lomas_server.tests.test_api_smartnoise_synth) TimeAttack (class in lomas_core.models.config) TimeAttackMethod (class in lomas_core.models.constants) timing_protection() (in module lomas_server.routes.utils) total_spent_delta (lomas_core.models.collections.DatasetOfUser attribute) (lomas_core.models.responses.SpentBudgetResponse attribute) total_spent_epsilon (lomas_core.models.collections.DatasetOfUser attribute) (lomas_core.models.responses.SpentBudgetResponse attribute) type (lomas_core.models.collections.BooleanMetadata attribute) (lomas_core.models.collections.DatetimeMetadata attribute) (lomas_core.models.collections.FloatMetadata attribute) (lomas_core.models.collections.IntCategoricalMetadata attribute) (lomas_core.models.collections.IntMetadata attribute) (lomas_core.models.collections.StrCategoricalMetadata attribute) (lomas_core.models.collections.StrMetadata attribute) (lomas_core.models.exceptions.ExternalLibraryExceptionModel attribute) (lomas_core.models.exceptions.InternalServerExceptionModel attribute) (lomas_core.models.exceptions.InvalidQueryExceptionModel attribute) (lomas_core.models.exceptions.LomasServerExceptionModel attribute) (lomas_core.models.exceptions.UnauthorizedAccessExceptionModel attribute)

U

uid (lomas_core.models.responses.Job attribute) UNAUTHORIZED_ACCESS (lomas_core.models.constants.ExceptionType attribute) UnauthorizedAccessException UnauthorizedAccessExceptionModel (class in lomas_core.models.exceptions) update_budget() (lomas_server.admin_database.admin_database.AdminDatabase method) update_dataset_paths() (lomas_server.tests.test_mongodb_admin.TestMongoDBAdmin 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) upper (lomas_core.models.collections.DatetimeMetadata attribute) (lomas_core.models.collections.FloatMetadata attribute) (lomas_core.models.collections.IntMetadata attribute) use_dpsu (lomas_core.models.collections.Metadata attribute)

User (class in lomas_core.models.collections) (class in lomas_server.administration.scripts.keycloak_setup) user_email (lomas_client.tests.test_integrations.Aria attribute) USER_EMAIL (lomas_server.constants.KCAttributeNames attribute) 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) user_name (lomas_client.tests.test_integrations.Aria attribute) USER_NAME (lomas_server.constants.KCAttributeNames attribute) user_yaml (lomas_server.administration.scripts.lomas_demo_setup.DemoAdminConfig attribute) UserAuthenticator (class in lomas_server.auth.auth) UserCollection (class in lomas_core.models.collections) UserId (class in lomas_core.models.collections) username (lomas_server.administration.scripts.keycloak_setup.User attribute) users (lomas_core.models.collections.UserCollection attribute) uvicorn_serve() (in module lomas_server.uvicorn_serve)

V

validate_bounds() (lomas_core.models.collections.BoundedColumnMetadata method) validate_categories() (lomas_core.models.collections.CategoricalColumnMetadata method) validate_measurement_pipeline() (in module lomas_server.dp_queries.dp_libraries.opendp) validate_model_response() (in module lomas_client.utils) validate_model_response_direct() (in module lomas_client.utils)

validate_pipeline() (in module lomas_server.tests.test_api_diffprivlib) validate_response() (in module lomas_server.tests.test_api_smartnoise_synth) validate_synthesizer() (in module lomas_client.utils) value (lomas_core.models.responses.OpenDPPolarsQueryResult attribute) (lomas_core.models.responses.OpenDPQueryResult attribute)

W

wait_for_job() (lomas_client.http_client.LomasHttpClient method)

wipe_db() (in module lomas_server.administration.tests.test_streamlit_app_page_b)

Z

ZERO_CONCENTRATED_DIVERGENCE (lomas_server.constants.OpenDPMeasurement attribute)