Index

A

access_key_id (lomas_core.models.collections.DSS3Access 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_exception_handlers() (in module lomas_core.error_handler) 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) AdminDatabase (class in lomas_server.admin_database.admin_database) AdminDBType (class in lomas_core.models.constants) AdminMongoDatabase (class in lomas_server.admin_database.mongodb_database) AdminYamlDatabase (class in lomas_server.admin_database.yaml_database) AIM (lomas_core.constants.SSynthMarginalSynthesizer attribute)

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_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) ColumnMetadata (class in lomas_core.models.collections)

columns (lomas_core.models.collections.Metadata attribute) condition (lomas_core.models.requests.SmartnoiseSynthQueryModel attribute) ConfigKeys (class in lomas_core.models.constants) 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.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) credentials_name (lomas_core.models.collections.DSS3Access attribute) CUBE (lomas_server.constants.SSynthTableTransStyle attribute)

D

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_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) 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) 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) 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) 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) 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) (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) 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) drop_collection() (in module lomas_server.mongodb_admin) 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_nb_rows (lomas_core.models.requests.DummyQueryModel attribute) (lomas_core.models.requests.GetDummyDataset attribute) dummy_seed (lomas_core.models.requests.DummyQueryModel attribute) (lomas_core.models.requests.GetDummyDataset attribute) DummyDsResponse (class in lomas_core.models.responses) DummyQueryModel (class in lomas_core.models.requests)

E

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) 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) 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)

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_column_metadata_discriminator() (in module lomas_core.models.collections) get_dataset() (in module lomas_server.mongodb_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) get_dataset_metadata() (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() (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() (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_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_previous_queries() (lomas_client.client.Client method) get_remaining_budget() (lomas_client.client.Client method) (lomas_server.admin_database.admin_database.AdminDatabase method) get_ressource() (in module lomas_core.instrumentation) get_total_spent_budget() (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() (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) (lomas_server.admin_database.yaml_database.AdminYamlDatabase 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)

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)

I

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) 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)

J

JITTER (lomas_core.models.constants.TimeAttackMethod attribute)

K

key (lomas_core.models.collections.DSS3Access attribute)

L

library (lomas_core.models.exceptions.ExternalLibraryExceptionModel attribute) LoggingAndTracingMiddleware (class in lomas_server.routes.middlewares) 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.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.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_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.admin_database.yaml_database module

lomas_server.administration module lomas_server.administration.tests module lomas_server.constants module lomas_server.data_connector module lomas_server.data_connector.data_connector 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.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.routes module lomas_server.routes.middlewares module lomas_server.tests module lomas_server.tests.constants module lomas_server.tests.test_collection_models module lomas_server.tests.test_dummy_generation module lomas_server.utils module lomas_server.utils.metrics module 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

make_dummy() (in module lomas_core.models.requests_examples) make_dummy_dataset() (in module lomas_server.dp_queries.dummy_dataset) 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) 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) model (lomas_core.models.responses.DiffPrivLibQueryResult attribute) (lomas_core.models.responses.SmartnoiseSynthModel 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.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.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)

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.utils lomas_core lomas_core.constants lomas_core.error_handler lomas_core.instrumentation lomas_core.models lomas_core.models.collections 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.admin_database.yaml_database lomas_server.administration lomas_server.administration.tests lomas_server.constants lomas_server.data_connector lomas_server.data_connector.data_connector 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.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.routes lomas_server.routes.middlewares lomas_server.tests lomas_server.tests.constants lomas_server.tests.test_collection_models lomas_server.tests.test_dummy_generation lomas_server.utils lomas_server.utils.metrics MONGODB (lomas_core.models.constants.AdminDBType attribute) MST (lomas_core.constants.SSynthMarginalSynthesizer attribute) MWEM (lomas_core.constants.SSynthMarginalSynthesizer attribute)

N

nb_samples (lomas_core.models.requests.SmartnoiseSynthQueryModel attribute)

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

O

OPENDP (lomas_core.constants.DPLibraries attribute) opendp_json (lomas_core.models.requests.OpenDPRequestModel attribute) 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) OpenDPQueryModel (class in lomas_core.models.requests) OpenDPQueryResult (class in lomas_core.models.responses) OpenDPRequestModel (class in lomas_core.models.requests)

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) PathConnector (class in lomas_server.data_connector.path_connector) 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)

Q

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.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

raise_error() (in module lomas_client.utils) 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.QueryResponse attribute) res_type (lomas_core.models.responses.DiffPrivLibQueryResult 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.QueryResponse attribute) return_model (lomas_core.models.requests.SmartnoiseSynthQueryModel attribute) row_privacy (lomas_core.models.collections.Metadata attribute) rows (lomas_core.models.collections.Metadata attribute) RUNTIME_ARGS (lomas_core.models.constants.ConfigKeys attribute)

S

S3 (lomas_core.models.constants.PrivateDatabaseType attribute) S3Connector (class in lomas_server.data_connector.s3_connector) 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) 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) set_budget_field() (in module lomas_server.mongodb_admin) 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) SETTINGS (lomas_core.models.constants.ConfigKeys attribute) SINGLE (lomas_core.models.constants.Precision attribute) SMARTNOISE_SQL (lomas_core.constants.DPLibraries attribute) SMARTNOISE_SYNTH (lomas_core.constants.DPLibraries attribute) 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) 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) 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_datetime_column() (lomas_server.tests.test_collection_models.TestMetadataModel method) (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset method) test_float_column() (lomas_server.tests.test_collection_models.TestMetadataModel method) (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset method) test_int_column() (lomas_server.tests.test_collection_models.TestMetadataModel method) (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset 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_nullable_column() (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset method) test_precision() (lomas_server.tests.test_collection_models.TestMetadataModel method) test_seed() (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset method) test_size (lomas_core.models.requests.DiffPrivLibRequestModel attribute)

test_standard_metadata_fields() (lomas_server.tests.test_collection_models.TestMetadataModel method) test_train_split_seed (lomas_core.models.requests.DiffPrivLibRequestModel attribute) TestMakeDummyDataset (class in lomas_server.tests.test_dummy_generation) TestMetadataModel (class in lomas_server.tests.test_collection_models) TimeAttackMethod (class in lomas_core.models.constants) 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

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_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)

upper (lomas_core.models.collections.DatetimeMetadata attribute) (lomas_core.models.collections.FloatMetadata attribute) (lomas_core.models.collections.IntMetadata attribute) User (class in lomas_core.models.collections) 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_core.models.collections.User attribute) UserCollection (class in lomas_core.models.collections) users (lomas_core.models.collections.UserCollection attribute)

V

validate_bounds() (lomas_core.models.collections.BoundedColumnMetadata method) validate_categories() (lomas_core.models.collections.CategoricalColumnMetadata method)

validate_model_response() (in module lomas_client.utils) validate_synthesizer() (in module lomas_client.utils) value (lomas_core.models.responses.OpenDPQueryResult attribute)

Y

YAML (lomas_core.models.constants.AdminDBType attribute)

Z

ZERO_CONCENTRATED_DIVERGENCE (lomas_server.constants.OpenDPMeasurement attribute)