Index

A

access_key_id (lomas_server.utils.collection_models.MetadataOfS3DB attribute)

AdminDBType (class in lomas_server.constants)

B

BooleanMetadata (class in lomas_server.utils.collection_models) BoundedColumnMetadata (class in lomas_server.utils.collection_models)

bucket (lomas_server.utils.collection_models.DatasetOfS3DB attribute) (lomas_server.utils.collection_models.MetadataOfS3DB attribute)

C

cardinality (lomas_server.utils.collection_models.IntCategoricalMetadata attribute) (lomas_server.utils.collection_models.StrCategoricalMetadata attribute) CATEGORICAL (lomas_server.constants.SSynthColumnType attribute) CategoricalColumnMetadata (class in lomas_server.utils.collection_models) categories (lomas_server.utils.collection_models.IntCategoricalMetadata attribute) (lomas_server.utils.collection_models.StrCategoricalMetadata attribute) censor_dims (lomas_server.utils.collection_models.Metadata attribute)

CHANGE_ONE_DISTANCE (lomas_server.constants.OpenDPDatasetInputMetric attribute) ColumnMetadata (class in lomas_server.utils.collection_models) columns (lomas_server.utils.collection_models.Metadata attribute) ConfigKeys (class in lomas_server.constants) CONTINUOUS (lomas_server.constants.SSynthColumnType attribute) credentials_name (lomas_server.utils.collection_models.DatasetOfS3DB attribute) (lomas_server.utils.collection_models.MetadataOfS3DB attribute) CUBE (lomas_server.constants.SSynthTableTransStyle attribute)

D

database_type (lomas_server.utils.collection_models.DatasetOfPathDB attribute) (lomas_server.utils.collection_models.DatasetOfS3DB attribute) (lomas_server.utils.collection_models.MetadataOfPathDB attribute) (lomas_server.utils.collection_models.MetadataOfS3DB attribute) DataConnector (class in lomas_server.data_connector.data_connector) Dataset (class in lomas_server.utils.collection_models) dataset_name (lomas_server.utils.collection_models.Dataset attribute) (lomas_server.utils.collection_models.DatasetOfUser attribute) dataset_path (lomas_server.utils.collection_models.DatasetOfPathDB attribute) DatasetOfPathDB (class in lomas_server.utils.collection_models) DatasetOfS3DB (class in lomas_server.utils.collection_models) DatasetOfUser (class in lomas_server.utils.collection_models)

datasets (lomas_server.utils.collection_models.DatasetsCollection attribute) datasets_list (lomas_server.utils.collection_models.User attribute) DatasetsCollection (class in lomas_server.utils.collection_models) DATETIME (lomas_server.constants.SSynthColumnType attribute) DatetimeMetadata (class in lomas_server.utils.collection_models) DB (lomas_server.constants.ConfigKeys attribute) DB_TYPE (lomas_server.constants.ConfigKeys attribute) DB_TYPE_MONGODB (lomas_server.constants.ConfigKeys attribute) DEVELOP_MODE (lomas_server.constants.ConfigKeys attribute) df (lomas_server.data_connector.data_connector.DataConnector attribute) DOUBLE (lomas_server.utils.collection_models.Precision attribute) DP_LIBRARY (lomas_server.constants.ConfigKeys attribute)

E

endpoint_url (lomas_server.utils.collection_models.DatasetOfS3DB attribute) (lomas_server.utils.collection_models.MetadataOfS3DB attribute)

F

FIXED_SMOOTHED_MAX_DIVERGENCE (lomas_server.constants.OpenDPMeasurement attribute)

FloatMetadata (class in lomas_server.utils.collection_models)

G

GAN (lomas_server.constants.SSynthTableTransStyle attribute) get_column_dtypes() (in module lomas_server.data_connector.data_connector) get_column_metadata_discriminator() (in module lomas_server.utils.collection_models)

get_metadata() (lomas_server.data_connector.data_connector.DataConnector method) get_pandas_df() (lomas_server.data_connector.data_connector.DataConnector method) (lomas_server.data_connector.in_memory_connector.InMemoryConnector method)

H

HAMMING_DISTANCE (lomas_server.constants.OpenDPDatasetInputMetric attribute)

I

initial_delta (lomas_server.utils.collection_models.DatasetOfUser attribute) initial_epsilon (lomas_server.utils.collection_models.DatasetOfUser attribute) InMemoryConnector (class in lomas_server.data_connector.in_memory_connector)

INSERT_DELETE_DISTANCE (lomas_server.constants.OpenDPDatasetInputMetric attribute) INT_DISTANCE (lomas_server.constants.OpenDPDatasetInputMetric attribute) IntCategoricalMetadata (class in lomas_server.utils.collection_models) IntMetadata (class in lomas_server.utils.collection_models)

J

JITTER (lomas_server.constants.TimeAttackMethod attribute)

K

key (lomas_server.utils.collection_models.DatasetOfS3DB attribute) (lomas_server.utils.collection_models.MetadataOfS3DB attribute)

L

lomas_server module lomas_server.admin_database module lomas_server.administration 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.dp_queries module

lomas_server.dp_queries.dp_libraries module lomas_server.routes module lomas_server.tests module lomas_server.tests.constants module lomas_server.tests.test_collection_models module lomas_server.utils module lomas_server.utils.collection_models module lower (lomas_server.utils.collection_models.DatetimeMetadata attribute) (lomas_server.utils.collection_models.FloatMetadata attribute) (lomas_server.utils.collection_models.IntMetadata attribute)

M

MAX_DIVERGENCE (lomas_server.constants.OpenDPMeasurement attribute) max_ids (lomas_server.utils.collection_models.Metadata attribute) max_influenced_partitions (lomas_server.utils.collection_models.ColumnMetadata attribute) max_partition_contributions (lomas_server.utils.collection_models.ColumnMetadata attribute) max_partition_length (lomas_server.utils.collection_models.ColumnMetadata attribute) may_query (lomas_server.utils.collection_models.User attribute) Metadata (class in lomas_server.utils.collection_models) metadata (lomas_server.utils.collection_models.Dataset attribute) metadata_path (lomas_server.utils.collection_models.MetadataOfPathDB attribute) MetadataOfDataset (class in lomas_server.utils.collection_models) MetadataOfPathDB (class in lomas_server.utils.collection_models) MetadataOfS3DB (class in lomas_server.utils.collection_models) model_computed_fields (lomas_server.utils.collection_models.BooleanMetadata attribute) (lomas_server.utils.collection_models.BoundedColumnMetadata attribute) (lomas_server.utils.collection_models.CategoricalColumnMetadata attribute) (lomas_server.utils.collection_models.ColumnMetadata attribute) (lomas_server.utils.collection_models.Dataset attribute) (lomas_server.utils.collection_models.DatasetOfPathDB attribute) (lomas_server.utils.collection_models.DatasetOfS3DB attribute) (lomas_server.utils.collection_models.DatasetOfUser attribute) (lomas_server.utils.collection_models.DatasetsCollection attribute) (lomas_server.utils.collection_models.DatetimeMetadata attribute) (lomas_server.utils.collection_models.FloatMetadata attribute) (lomas_server.utils.collection_models.IntCategoricalMetadata attribute) (lomas_server.utils.collection_models.IntMetadata attribute) (lomas_server.utils.collection_models.Metadata attribute) (lomas_server.utils.collection_models.MetadataOfDataset attribute) (lomas_server.utils.collection_models.MetadataOfPathDB attribute) (lomas_server.utils.collection_models.MetadataOfS3DB attribute) (lomas_server.utils.collection_models.StrCategoricalMetadata attribute) (lomas_server.utils.collection_models.StrMetadata attribute) (lomas_server.utils.collection_models.User attribute) (lomas_server.utils.collection_models.UserCollection attribute) model_config (lomas_server.utils.collection_models.BooleanMetadata attribute) (lomas_server.utils.collection_models.BoundedColumnMetadata attribute) (lomas_server.utils.collection_models.CategoricalColumnMetadata attribute) (lomas_server.utils.collection_models.ColumnMetadata attribute) (lomas_server.utils.collection_models.Dataset attribute) (lomas_server.utils.collection_models.DatasetOfPathDB attribute) (lomas_server.utils.collection_models.DatasetOfS3DB attribute) (lomas_server.utils.collection_models.DatasetOfUser attribute) (lomas_server.utils.collection_models.DatasetsCollection attribute) (lomas_server.utils.collection_models.DatetimeMetadata attribute) (lomas_server.utils.collection_models.FloatMetadata attribute) (lomas_server.utils.collection_models.IntCategoricalMetadata attribute) (lomas_server.utils.collection_models.IntMetadata attribute) (lomas_server.utils.collection_models.Metadata attribute) (lomas_server.utils.collection_models.MetadataOfDataset attribute) (lomas_server.utils.collection_models.MetadataOfPathDB attribute) (lomas_server.utils.collection_models.MetadataOfS3DB attribute) (lomas_server.utils.collection_models.StrCategoricalMetadata attribute) (lomas_server.utils.collection_models.StrMetadata attribute) (lomas_server.utils.collection_models.User attribute) (lomas_server.utils.collection_models.UserCollection attribute)

model_fields (lomas_server.utils.collection_models.BooleanMetadata attribute) (lomas_server.utils.collection_models.BoundedColumnMetadata attribute) (lomas_server.utils.collection_models.CategoricalColumnMetadata attribute) (lomas_server.utils.collection_models.ColumnMetadata attribute) (lomas_server.utils.collection_models.Dataset attribute) (lomas_server.utils.collection_models.DatasetOfPathDB attribute) (lomas_server.utils.collection_models.DatasetOfS3DB attribute) (lomas_server.utils.collection_models.DatasetOfUser attribute) (lomas_server.utils.collection_models.DatasetsCollection attribute) (lomas_server.utils.collection_models.DatetimeMetadata attribute) (lomas_server.utils.collection_models.FloatMetadata attribute) (lomas_server.utils.collection_models.IntCategoricalMetadata attribute) (lomas_server.utils.collection_models.IntMetadata attribute) (lomas_server.utils.collection_models.Metadata attribute) (lomas_server.utils.collection_models.MetadataOfDataset attribute) (lomas_server.utils.collection_models.MetadataOfPathDB attribute) (lomas_server.utils.collection_models.MetadataOfS3DB attribute) (lomas_server.utils.collection_models.StrCategoricalMetadata attribute) (lomas_server.utils.collection_models.StrMetadata attribute) (lomas_server.utils.collection_models.User attribute) (lomas_server.utils.collection_models.UserCollection attribute) module lomas_server lomas_server.admin_database lomas_server.administration lomas_server.constants lomas_server.data_connector lomas_server.data_connector.data_connector lomas_server.data_connector.in_memory_connector lomas_server.dp_queries lomas_server.dp_queries.dp_libraries lomas_server.routes lomas_server.tests lomas_server.tests.constants lomas_server.tests.test_collection_models lomas_server.utils lomas_server.utils.collection_models MONGODB (lomas_server.constants.AdminDBType attribute) MONGODB_ADDR (lomas_server.constants.ConfigKeys attribute) MONGODB_PORT (lomas_server.constants.ConfigKeys attribute)

N

nullable (lomas_server.utils.collection_models.ColumnMetadata attribute)

O

OpenDPDatasetInputMetric (class in lomas_server.constants)

OpenDPMeasurement (class in lomas_server.constants)

P

PATH (lomas_server.constants.PrivateDatabaseType attribute) Precision (class in lomas_server.utils.collection_models) precision (lomas_server.utils.collection_models.FloatMetadata attribute) (lomas_server.utils.collection_models.IntCategoricalMetadata attribute) (lomas_server.utils.collection_models.IntMetadata attribute)

PRIVATE_ID (lomas_server.constants.SSynthColumnType attribute) private_id (lomas_server.utils.collection_models.ColumnMetadata attribute) PrivateDatabaseType (class in lomas_server.constants)

R

row_privacy (lomas_server.utils.collection_models.Metadata attribute)

rows (lomas_server.utils.collection_models.Metadata attribute) RUNTIME_ARGS (lomas_server.constants.ConfigKeys attribute)

S

S3 (lomas_server.constants.PrivateDatabaseType attribute) secret_access_key (lomas_server.utils.collection_models.MetadataOfS3DB attribute) SERVER (lomas_server.constants.ConfigKeys attribute) SETTINGS (lomas_server.constants.ConfigKeys attribute) SINGLE (lomas_server.utils.collection_models.Precision attribute) SMOOTHED_MAX_DIVERGENCE (lomas_server.constants.OpenDPMeasurement attribute)

SSynthColumnType (class in lomas_server.constants) SSynthTableTransStyle (class in lomas_server.constants) STALL (lomas_server.constants.TimeAttackMethod attribute) StrCategoricalMetadata (class in lomas_server.utils.collection_models) StrMetadata (class in lomas_server.utils.collection_models) SUBMIT_LIMIT (lomas_server.constants.ConfigKeys attribute) SYMMETRIC_DISTANCE (lomas_server.constants.OpenDPDatasetInputMetric attribute)

T

test_boolean_column() (lomas_server.tests.test_collection_models.TestMetadataModel 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) test_float_column() (lomas_server.tests.test_collection_models.TestMetadataModel method) test_int_column() (lomas_server.tests.test_collection_models.TestMetadataModel 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_precision() (lomas_server.tests.test_collection_models.TestMetadataModel method) test_standard_metadata_fields() (lomas_server.tests.test_collection_models.TestMetadataModel method)

TestMetadataModel (class in lomas_server.tests.test_collection_models) TIME_ATTACK (lomas_server.constants.ConfigKeys attribute) TimeAttackMethod (class in lomas_server.constants) total_spent_delta (lomas_server.utils.collection_models.DatasetOfUser attribute) total_spent_epsilon (lomas_server.utils.collection_models.DatasetOfUser attribute) type (lomas_server.utils.collection_models.BooleanMetadata attribute) (lomas_server.utils.collection_models.DatetimeMetadata attribute) (lomas_server.utils.collection_models.FloatMetadata attribute) (lomas_server.utils.collection_models.IntCategoricalMetadata attribute) (lomas_server.utils.collection_models.IntMetadata attribute) (lomas_server.utils.collection_models.StrCategoricalMetadata attribute) (lomas_server.utils.collection_models.StrMetadata attribute)

U

upper (lomas_server.utils.collection_models.DatetimeMetadata attribute) (lomas_server.utils.collection_models.FloatMetadata attribute) (lomas_server.utils.collection_models.IntMetadata attribute)

User (class in lomas_server.utils.collection_models) user_name (lomas_server.utils.collection_models.User attribute) UserCollection (class in lomas_server.utils.collection_models) users (lomas_server.utils.collection_models.UserCollection attribute)

V

validate_bounds() (lomas_server.utils.collection_models.BoundedColumnMetadata method)

validate_categories() (lomas_server.utils.collection_models.CategoricalColumnMetadata method)

Y

YAML (lomas_server.constants.AdminDBType attribute)

Z

ZERO_CONCENTRATED_DIVERGENCE (lomas_server.constants.OpenDPMeasurement attribute)