Index

A

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_user() (in module lomas_server.mongodb_admin) add_user_with_budget() (in module lomas_server.mongodb_admin) add_users_via_yaml() (in module lomas_server.mongodb_admin)

address (lomas_server.utils.config.MongoDBConfig attribute) admin_database (lomas_server.dataset_store.dataset_store.DatasetStore attribute) (lomas_server.utils.config.Config attribute) AdminDatabase (class in lomas_server.admin_database.admin_database) AdminDBType (class in lomas_server.constants) AdminMongoDatabase (class in lomas_server.admin_database.mongodb_database) AdminYamlDatabase (class in lomas_server.admin_database.yaml_database)

B

BASIC (lomas_server.constants.DatasetStoreType attribute)

BasicDatasetStore (class in lomas_server.dataset_store.basic_dataset_store)

C

CHANGE_ONE_DISTANCE (lomas_server.constants.OpenDPDatasetInputMetric attribute) check_dataset_and_metadata_exist() (in module lomas_server.mongodb_admin) check_result_acknowledged() (in module lomas_server.admin_database.mongodb_database) check_user_exists() (in module lomas_server.mongodb_admin) check_user_has_dataset() (in module lomas_server.mongodb_admin) Client (class in lomas_client.client)

Config (class in lomas_server.utils.config) ConfigKeys (class in lomas_server.constants) ConfigLoader (class in lomas_server.utils.config) contrib (lomas_server.utils.config.OpenDPConfig attribute) cost() (lomas_server.dp_queries.dp_libraries.opendp.OpenDPQuerier method) (lomas_server.dp_queries.dp_libraries.smartnoise_sql.SmartnoiseSQLQuerier method) (lomas_server.dp_queries.dp_querier.DPQuerier method)

D

database_factory() (in module lomas_server.admin_database.utils) dataset_cache (lomas_server.dataset_store.lru_dataset_store.LRUDatasetStore attribute) dataset_must_exist() (in module lomas_server.admin_database.admin_database) DATASET_STORE (lomas_server.constants.ConfigKeys attribute) dataset_store (lomas_server.utils.config.Config attribute) dataset_store_factory() (in module lomas_server.dataset_store.utils) DATASET_STORE_TYPE (lomas_server.constants.ConfigKeys attribute) DatasetStore (class in lomas_server.dataset_store.dataset_store) DatasetStoreConfig (class in lomas_server.utils.config) DatasetStoreType (class in lomas_server.constants) DB (lomas_server.constants.ConfigKeys attribute) db_file (lomas_server.utils.config.YamlDBConfig attribute) db_name (lomas_server.utils.config.MongoDBConfig attribute) DB_TYPE (lomas_server.constants.ConfigKeys attribute) db_type (lomas_server.utils.config.DBConfig attribute) DB_TYPE_MONGODB (lomas_server.constants.ConfigKeys attribute) DBConfig (class in lomas_server.utils.config) del_dataset() (in module lomas_server.mongodb_admin) del_dataset_to_user() (in module lomas_server.mongodb_admin) del_user() (in module lomas_server.mongodb_admin)

DEVELOP_MODE (lomas_server.constants.ConfigKeys attribute) develop_mode (lomas_server.utils.config.Config attribute) df (lomas_server.private_dataset.private_dataset.PrivateDataset attribute) does_dataset_exist() (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) (lomas_server.admin_database.yaml_database.AdminYamlDatabase method) does_user_exist() (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) (lomas_server.admin_database.yaml_database.AdminYamlDatabase method) dp_libraries (lomas_server.utils.config.Config attribute) DP_LIBRARY (lomas_server.constants.ConfigKeys attribute) dp_queriers (lomas_server.dataset_store.basic_dataset_store.BasicDatasetStore attribute) DPLibraries (class in lomas_client.client) (class in lomas_server.constants) DPLibraryConfig (class in lomas_server.utils.config) DPQuerier (class in lomas_server.dp_queries.dp_querier) drop_collection() (in module lomas_server.mongodb_admin) ds_store_type (lomas_server.utils.config.DatasetStoreConfig attribute) dummy_opendp_query_handler() (in module lomas_server.app) dummy_smartnoise_sql_handler() (in module lomas_server.app)

E

error_message() (in module lomas_client.client) estimate_opendp_cost() (in module lomas_server.app) (lomas_client.client.Client method)

estimate_smartnoise_cost() (in module lomas_server.app) (lomas_client.client.Client method)

F

FIXED_SMOOTHED_MAX_DIVERGENCE (lomas_server.constants.OpenDPMeasurement attribute)

floating_point (lomas_server.utils.config.OpenDPConfig attribute)

G

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_config() (in module lomas_server.utils.config) (lomas_server.utils.config.ConfigLoader method) get_dataset_field() (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) (lomas_server.admin_database.yaml_database.AdminYamlDatabase method) get_dataset_metadata() (in module lomas_server.app) (lomas_client.client.Client method) (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) (lomas_server.admin_database.yaml_database.AdminYamlDatabase method) get_dummy_dataset() (in module lomas_server.app) (lomas_client.client.Client method) get_dummy_dataset_for_query() (in module lomas_server.dp_queries.dummy_dataset) get_epsilon_or_delta() (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) (lomas_server.admin_database.yaml_database.AdminYamlDatabase method) get_initial_budget() (in module lomas_server.app) (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_memory_usage() (in module lomas_server.app) (lomas_server.private_dataset.private_dataset.PrivateDataset method) get_metadata() (lomas_server.private_dataset.private_dataset.PrivateDataset method) get_mongodb() (in module lomas_server.admin_database.utils) get_mongodb_url() (in module lomas_server.admin_database.utils) get_output_measure() (in module lomas_server.dp_queries.dp_libraries.opendp) get_pandas_df() (lomas_server.private_dataset.in_memory_dataset.InMemoryDataset method) (lomas_server.private_dataset.path_dataset.PathDataset method) (lomas_server.private_dataset.private_dataset.PrivateDataset method) (lomas_server.private_dataset.s3_dataset.S3Dataset method) get_previous_queries() (lomas_client.client.Client method) get_querier() (lomas_server.dataset_store.basic_dataset_store.BasicDatasetStore method) (lomas_server.dataset_store.dataset_store.DatasetStore method) (lomas_server.dataset_store.lru_dataset_store.LRUDatasetStore method) get_remaining_budget() (in module lomas_server.app) (lomas_client.client.Client method) (lomas_server.admin_database.admin_database.AdminDatabase method) get_state() (in module lomas_server.app) get_total_spent_budget() (in module lomas_server.app) (lomas_client.client.Client method) (lomas_server.admin_database.admin_database.AdminDatabase method) get_user_previous_queries() (in module lomas_server.app) (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) (lomas_server.admin_database.yaml_database.AdminYamlDatabase method)

H

HAMMING_DISTANCE (lomas_server.constants.OpenDPDatasetInputMetric attribute) has_dataset_input_metric() (in module lomas_server.dp_queries.dp_libraries.opendp) has_user_access_to_dataset() (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) (lomas_server.admin_database.yaml_database.AdminYamlDatabase method)

honest_but_curious (lomas_server.utils.config.OpenDPConfig attribute) host_ip (lomas_server.utils.config.Server attribute) host_port (lomas_server.utils.config.Server attribute)

I

InMemoryDataset (class in lomas_server.private_dataset.in_memory_dataset) INSERT_DELETE_DISTANCE (lomas_server.constants.OpenDPDatasetInputMetric attribute)

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

J

JITTER (lomas_server.constants.TimeAttackMethod attribute)

L

lifespan() (in module lomas_server.app) load_config() (lomas_server.utils.config.ConfigLoader method) log_level (lomas_server.utils.config.Server attribute) lomas_client module lomas_client.client module lomas_server module lomas_server.admin_database module lomas_server.admin_database.admin_database module lomas_server.admin_database.mongodb_database module lomas_server.admin_database.utils module lomas_server.admin_database.yaml_database module lomas_server.administration module lomas_server.administration.tests module lomas_server.app module lomas_server.constants module lomas_server.data_connector module lomas_server.dataset_store module lomas_server.dataset_store.basic_dataset_store module lomas_server.dataset_store.dataset_store module lomas_server.dataset_store.lru_dataset_store module lomas_server.dataset_store.private_dataset_observer module lomas_server.dataset_store.utils module lomas_server.dp_queries module lomas_server.dp_queries.dp_libraries module

lomas_server.dp_queries.dp_libraries.opendp module lomas_server.dp_queries.dp_libraries.smartnoise_sql module lomas_server.dp_queries.dp_libraries.utils module lomas_server.dp_queries.dp_querier module lomas_server.dp_queries.dummy_dataset module lomas_server.mongodb_admin module lomas_server.mongodb_admin_cli module lomas_server.private_dataset module lomas_server.private_dataset.in_memory_dataset module lomas_server.private_dataset.path_dataset module lomas_server.private_dataset.private_dataset module lomas_server.private_dataset.s3_dataset module lomas_server.private_dataset.utils module lomas_server.routes module lomas_server.tests module lomas_server.tests.constants module lomas_server.tests.test_dummy_generation module lomas_server.utils module lomas_server.utils.config module lomas_server.uvicorn_serve module LRU (lomas_server.constants.DatasetStoreType attribute) LRU_DATASET_STORE_MAX_SIZE (lomas_server.constants.ConfigKeys attribute) LRUDatasetStore (class in lomas_server.dataset_store.lru_dataset_store) LRUDatasetStoreConfig (class in lomas_server.utils.config)

M

magnitude (lomas_server.utils.config.TimeAttack attribute) make_dummy_dataset() (in module lomas_server.dp_queries.dummy_dataset) MAX_DIVERGENCE (lomas_server.constants.OpenDPMeasurement attribute) max_memory_usage (lomas_server.utils.config.LRUDatasetStoreConfig attribute) method (lomas_server.utils.config.TimeAttack attribute) middleware() (in module lomas_server.app) model_computed_fields (lomas_server.utils.config.Config attribute) (lomas_server.utils.config.DatasetStoreConfig attribute) (lomas_server.utils.config.DBConfig attribute) (lomas_server.utils.config.DPLibraryConfig attribute) (lomas_server.utils.config.LRUDatasetStoreConfig attribute) (lomas_server.utils.config.MongoDBConfig attribute) (lomas_server.utils.config.OpenDPConfig attribute) (lomas_server.utils.config.Server attribute) (lomas_server.utils.config.TimeAttack attribute) (lomas_server.utils.config.YamlDBConfig attribute) model_config (lomas_server.utils.config.Config attribute) (lomas_server.utils.config.DatasetStoreConfig attribute) (lomas_server.utils.config.DBConfig attribute) (lomas_server.utils.config.DPLibraryConfig attribute) (lomas_server.utils.config.LRUDatasetStoreConfig attribute) (lomas_server.utils.config.MongoDBConfig attribute) (lomas_server.utils.config.OpenDPConfig attribute) (lomas_server.utils.config.Server attribute) (lomas_server.utils.config.TimeAttack attribute) (lomas_server.utils.config.YamlDBConfig attribute) model_fields (lomas_server.utils.config.Config attribute) (lomas_server.utils.config.DatasetStoreConfig attribute) (lomas_server.utils.config.DBConfig attribute) (lomas_server.utils.config.DPLibraryConfig attribute) (lomas_server.utils.config.LRUDatasetStoreConfig attribute) (lomas_server.utils.config.MongoDBConfig attribute) (lomas_server.utils.config.OpenDPConfig attribute) (lomas_server.utils.config.Server attribute) (lomas_server.utils.config.TimeAttack attribute) (lomas_server.utils.config.YamlDBConfig attribute) module lomas_client lomas_client.client lomas_server lomas_server.admin_database lomas_server.admin_database.admin_database lomas_server.admin_database.mongodb_database lomas_server.admin_database.utils lomas_server.admin_database.yaml_database lomas_server.administration lomas_server.administration.tests lomas_server.app lomas_server.constants lomas_server.data_connector lomas_server.dataset_store lomas_server.dataset_store.basic_dataset_store lomas_server.dataset_store.dataset_store lomas_server.dataset_store.lru_dataset_store lomas_server.dataset_store.private_dataset_observer lomas_server.dataset_store.utils lomas_server.dp_queries lomas_server.dp_queries.dp_libraries lomas_server.dp_queries.dp_libraries.opendp lomas_server.dp_queries.dp_libraries.smartnoise_sql lomas_server.dp_queries.dp_libraries.utils lomas_server.dp_queries.dp_querier lomas_server.dp_queries.dummy_dataset lomas_server.mongodb_admin lomas_server.mongodb_admin_cli lomas_server.private_dataset lomas_server.private_dataset.in_memory_dataset lomas_server.private_dataset.path_dataset lomas_server.private_dataset.private_dataset lomas_server.private_dataset.s3_dataset lomas_server.private_dataset.utils lomas_server.routes lomas_server.tests lomas_server.tests.constants lomas_server.tests.test_dummy_generation lomas_server.utils lomas_server.utils.config lomas_server.uvicorn_serve

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

O

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

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

P

password (lomas_server.utils.config.MongoDBConfig attribute) PATH (lomas_server.constants.PrivateDatabaseType attribute) PathDataset (class in lomas_server.private_dataset.path_dataset) port (lomas_server.utils.config.MongoDBConfig attribute)

prepare_save_query() (lomas_server.admin_database.admin_database.AdminDatabase method) private_dataset_factory() (in module lomas_server.private_dataset.utils) PrivateDatabaseType (class in lomas_server.constants) PrivateDataset (class in lomas_server.private_dataset.private_dataset) PrivateDatasetObserver (class in lomas_server.dataset_store.private_dataset_observer)

Q

querier_factory() (in module lomas_server.dp_queries.dp_libraries.utils) query() (lomas_server.dp_queries.dp_libraries.opendp.OpenDPQuerier method) (lomas_server.dp_queries.dp_libraries.smartnoise_sql.SmartnoiseSQLQuerier method) (lomas_server.dp_queries.dp_querier.DPQuerier method)

R

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

root() (in module lomas_server.app) RUNTIME_ARGS (lomas_server.constants.ConfigKeys attribute)

S

S3 (lomas_server.constants.PrivateDatabaseType attribute) S3Dataset (class in lomas_server.private_dataset.s3_dataset) 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) Server (class in lomas_server.utils.config) SERVER (lomas_server.constants.ConfigKeys attribute) server (lomas_server.utils.config.Config attribute) set_budget_field() (in module lomas_server.mongodb_admin) set_config() (lomas_server.utils.config.ConfigLoader method) set_may_query() (in module lomas_server.mongodb_admin) set_may_user_query() (lomas_server.admin_database.admin_database.AdminDatabase method) (lomas_server.admin_database.mongodb_database.AdminMongoDatabase method) (lomas_server.admin_database.yaml_database.AdminYamlDatabase method) set_mechanisms() (in module lomas_server.dp_queries.dp_libraries.smartnoise_sql) set_opendp_features_config() (in module lomas_server.dp_queries.dp_libraries.opendp)

SETTINGS (lomas_server.constants.ConfigKeys attribute) show_archives_of_user() (in module lomas_server.mongodb_admin) show_collection() (in module lomas_server.mongodb_admin) show_dataset() (in module lomas_server.mongodb_admin) show_metadata_of_dataset() (in module lomas_server.mongodb_admin) show_user() (in module lomas_server.mongodb_admin) smartnoise_query() (lomas_client.client.Client method) SMARTNOISE_SQL (lomas_client.client.DPLibraries attribute) (lomas_server.constants.DPLibraries attribute) smartnoise_sql_handler() (in module lomas_server.app) SmartnoiseSQLQuerier (class in lomas_server.dp_queries.dp_libraries.smartnoise_sql) SMOOTHED_MAX_DIVERGENCE (lomas_server.constants.OpenDPMeasurement attribute) STALL (lomas_server.constants.TimeAttackMethod attribute) SUBMIT_LIMIT (lomas_server.constants.ConfigKeys attribute) submit_limit (lomas_server.utils.config.Config attribute) subscribe_for_memory_usage_updates() (lomas_server.private_dataset.private_dataset.PrivateDataset method) SYMMETRIC_DISTANCE (lomas_server.constants.OpenDPDatasetInputMetric attribute)

T

test_boolean_column() (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset method) test_cardinality_column() (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset method) test_datetime_column() (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset method) test_float_column() (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset method) test_int_column() (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset method) test_nullable_column() (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset method)

test_seed() (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset method) test_unknown_column() (lomas_server.tests.test_dummy_generation.TestMakeDummyDataset method) TestMakeDummyDataset (class in lomas_server.tests.test_dummy_generation) TIME_ATTACK (lomas_server.constants.ConfigKeys attribute) time_attack (lomas_server.utils.config.Server attribute) TimeAttack (class in lomas_server.utils.config) TimeAttackMethod (class in lomas_server.constants)

U

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

update_memory_usage() (lomas_server.dataset_store.lru_dataset_store.LRUDatasetStore method) (lomas_server.dataset_store.private_dataset_observer.PrivateDatasetObserver method) user_must_exist() (in module lomas_server.admin_database.admin_database) user_must_have_access_to_dataset() (in module lomas_server.admin_database.admin_database) username (lomas_server.utils.config.MongoDBConfig attribute)

W

workers (lomas_server.utils.config.Server attribute)

Y

YAML (lomas_server.constants.AdminDBType attribute)

YamlDBConfig (class in lomas_server.utils.config)

Z

ZERO_CONCENTRATED_DIVERGENCE (lomas_server.constants.OpenDPMeasurement attribute)