pbeamtest

package

v3.0.0 Latest Latest Go to latest Published: Mar 12, 2024 License: Apache-2.0, BSD-3-Clause Imports: 2 Imported by: 0

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Repository

github.com/google/differential-privacy

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Documentation ¶

Overview ¶

Package pbeamtest provides PrivacySpecs for testing Privacy on Beam pipelines without noise.

Index ¶

func QuantilesTolerance(MinValue, MaxValue float64) float64

Constants ¶

This section is empty.

Variables ¶

This section is empty.

Functions ¶

func QuantilesTolerance ¶

func QuantilesTolerance(MinValue, MaxValue float64) float64

QuantilesTolerance returns a tolerance t such that the output of QuantilesPerKey is within t of the exact result for given MinValue and MaxValue parameters of QuantilesParams when pbeamtest is used.

Due to the implementation details of Quantiles, it has an inherent (non-DP) noise. So, even when we disable DP noise, the results will be still slightly noisy.

Types ¶

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Source Files ¶

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pbeamtest.go

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