Trait smartnoise_validator::components::Accuracy

pub trait Accuracy {
    fn accuracy_to_privacy_usage(
        &self, 
        accuracies: &Accuracies, 
        public_arguments: IndexMap<IndexKey, &Value>
    ) -> Result<Option<Vec<PrivacyUsage>>>;
    fn privacy_usage_to_accuracy(
        &self, 
        public_arguments: IndexMap<IndexKey, &Value>, 
        alpha: f64
    ) -> Result<Option<Vec<Accuracy>>>;
}

Accuracy component trait

Components with Accuracy implemented may convert between privacy units and accuracy estimates

Required methods

fn accuracy_to_privacy_usage(
    &self,
    accuracies: &Accuracies,
    public_arguments: IndexMap<IndexKey, &Value>
) -> Result<Option<Vec<PrivacyUsage>>>

fn privacy_usage_to_accuracy(
    &self,
    public_arguments: IndexMap<IndexKey, &Value>,
    alpha: f64
) -> Result<Option<Vec<Accuracy>>>

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Implementors

impl Accuracy for Component

fn accuracy_to_privacy_usage(
    &self,
    accuracy: &Accuracies,
    public_arguments: IndexMap<IndexKey, &Value>
) -> Result<Option<Vec<PrivacyUsage>>>

Utility implementation on the component.

This utility delegates evaluation to the concrete implementation of each component variant.

fn privacy_usage_to_accuracy(
    &self,
    public_arguments: IndexMap<IndexKey, &Value>,
    alpha: f64
) -> Result<Option<Vec<Accuracy>>>

Utility implementation on the component.

This utility delegates evaluation to the concrete implementation of each component variant.

impl Accuracy for GaussianMechanism

fn accuracy_to_privacy_usage(
    &self,
    accuracies: &Accuracies,
    public_arguments: IndexMap<IndexKey, &Value>
) -> Result<Option<Vec<PrivacyUsage>>>

fn privacy_usage_to_accuracy(
    &self,
    public_arguments: IndexMap<IndexKey, &Value>,
    alpha: f64
) -> Result<Option<Vec<Accuracy>>>

impl Accuracy for LaplaceMechanism

fn accuracy_to_privacy_usage(
    &self,
    accuracies: &Accuracies,
    public_arguments: IndexMap<IndexKey, &Value>
) -> Result<Option<Vec<PrivacyUsage>>>

fn privacy_usage_to_accuracy(
    &self,
    public_arguments: IndexMap<IndexKey, &Value>,
    alpha: f64
) -> Result<Option<Vec<Accuracy>>>

impl Accuracy for SimpleGeometricMechanism

fn accuracy_to_privacy_usage(
    &self,
    accuracies: &Accuracies,
    public_arguments: IndexMap<IndexKey, &Value>
) -> Result<Option<Vec<PrivacyUsage>>>

fn privacy_usage_to_accuracy(
    &self,
    public_arguments: IndexMap<IndexKey, &Value>,
    alpha: f64
) -> Result<Option<Vec<Accuracy>>>

impl Accuracy for SnappingMechanism

fn accuracy_to_privacy_usage(
    &self,
    accuracies: &Accuracies,
    public_arguments: IndexMap<IndexKey, &Value>
) -> Result<Option<Vec<PrivacyUsage>>>

fn privacy_usage_to_accuracy(
    &self,
    public_arguments: IndexMap<IndexKey, &Value>,
    alpha: f64
) -> Result<Option<Vec<Accuracy>>>

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