Package `pipeline_dp`

Expand source code

from pipeline_dp.aggregate_params import AggregateParams
from pipeline_dp.aggregate_params import CountParams
from pipeline_dp.aggregate_params import MechanismType
from pipeline_dp.aggregate_params import Metrics
from pipeline_dp.aggregate_params import NoiseKind
from pipeline_dp.aggregate_params import PrivacyIdCountParams
from pipeline_dp.aggregate_params import SelectPrivatePartitionsParams
from pipeline_dp.aggregate_params import SumParams
from pipeline_dp.budget_accounting import NaiveBudgetAccountant
from pipeline_dp.dp_engine import DataExtractors
from pipeline_dp.dp_engine import DPEngine
from pipeline_dp.pipeline_backend import BeamBackend
from pipeline_dp.pipeline_backend import LocalBackend
from pipeline_dp.pipeline_backend import SparkRDDBackend

__version__ = '0.0.1rc1'

Sub-modules

pipeline_dp.aggregate_params: Contains utility classes used for specifying DP aggregation parameters, noise types, and norms.
pipeline_dp.dp_engine: DP aggregations.
pipeline_dp.private_beam
pipeline_dp.private_spark