Struct opendp::core::PrivacyMap

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pub struct PrivacyMap<MI: Metric, MO: Measure>(pub Arc<dyn Fn(&MI::Distance) -> Fallible<MO::Distance> + Send + Sync>);
Expand description

A map evaluating the privacy of a Measurement.

A PrivacyMap is implemented as a function that takes an input Metric::Distance and returns the smallest upper bound on distances between output distributions on neighboring input datasets.

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§0: Arc<dyn Fn(&MI::Distance) -> Fallible<MO::Distance> + Send + Sync>

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impl<MI: Metric, MO: Measure> PrivacyMap<MI, MO>

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pub fn new( map: impl Fn(&MI::Distance) -> MO::Distance + 'static + Send + Sync ) -> Self

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pub fn new_fallible( map: impl Fn(&MI::Distance) -> Fallible<MO::Distance> + 'static + Send + Sync ) -> Self

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pub fn new_from_constant(c: MO::Distance) -> Self

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pub fn eval(&self, input_distance: &MI::Distance) -> Fallible<MO::Distance>

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impl<MI: 'static + Metric, MO: 'static + Measure> PrivacyMap<MI, MO>

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pub fn make_chain<MX: 'static + Metric>( map1: &PrivacyMap<MX, MO>, map0: &StabilityMap<MI, MX> ) -> Self

Trait Implementations§

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impl<MI: Metric, MO: Measure> Clone for PrivacyMap<MI, MO>

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fn clone(&self) -> Self

Returns a copy of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl<MI: Metric, MO: Measure> IntoAnyPrivacyMapExt for PrivacyMap<MI, MO>
where MI::Distance: 'static, MO::Distance: 'static,

Auto Trait Implementations§

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impl<MI, MO> Freeze for PrivacyMap<MI, MO>
where MO: Sync + Send + Debug + PartialEq + Clone + Default, MI: Sync + Send + Debug + PartialEq + Clone + Default,

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impl<MI, MO> !RefUnwindSafe for PrivacyMap<MI, MO>

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impl<MI, MO> Send for PrivacyMap<MI, MO>
where MO: Sync + Send + Debug + PartialEq + Clone + Default, MI: Sync + Send + Debug + PartialEq + Clone + Default,

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impl<MI, MO> Sync for PrivacyMap<MI, MO>
where MO: Sync + Send + Debug + PartialEq + Clone + Default, MI: Sync + Send + Debug + PartialEq + Clone + Default,

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impl<MI, MO> Unpin for PrivacyMap<MI, MO>
where MO: Sync + Send + Debug + PartialEq + Clone + Default, MI: Sync + Send + Debug + PartialEq + Clone + Default,

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impl<MI, MO> !UnwindSafe for PrivacyMap<MI, MO>

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> Same for T

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type Output = T

Should always be Self
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impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

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fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more
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fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).
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unsafe fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.
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fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.
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impl<T> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V