HyperLogLog

Struct HyperLogLog 

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pub struct HyperLogLog<H: BuildHasher> { /* private fields */ }
Expand description

A hyperloglog data structure, allowing count-distinct with limited memory overhead. Fully concurrent with relaxed-only ordering and zero-unsafe code.

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impl<H> HyperLogLog<H>
where H: BuildHasher,

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pub fn new(hasher: H, b: u8) -> Self

Create a new hyperloglog data structure

parameters: hasher: hash function, b = log_2{number of bins}

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pub fn stderr(&self) -> f64

calculates the standard relative error for the given b parameter

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pub fn add<T: Hash>(&self, val: T)

Add a value to the count

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pub fn merge(&self, other: &Self)

merge other’s count into self

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pub fn cardinality(&self) -> f64

Get the cardinality estimate

Auto Trait Implementations§

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impl<H> !Freeze for HyperLogLog<H>

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impl<H> RefUnwindSafe for HyperLogLog<H>
where H: RefUnwindSafe,

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impl<H> Send for HyperLogLog<H>
where H: Send,

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impl<H> Sync for HyperLogLog<H>
where H: Sync,

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impl<H> Unpin for HyperLogLog<H>
where H: Unpin,

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impl<H> UnwindSafe for HyperLogLog<H>
where H: UnwindSafe,

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, 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.