pub struct VectorDistributionAnalysis {
pub total_vectors: usize,
pub dimensionality: usize,
pub density_estimate: f32,
pub cluster_count: usize,
pub cluster_sizes: Vec<usize>,
pub cluster_cohesion: Vec<f32>,
pub cluster_separation: f32,
pub outlier_count: usize,
pub outlier_threshold: f32,
pub sparsity_ratio: f32,
pub distribution_skewness: f32,
}
Expand description
Vector distribution and clustering insights
Fields§
§total_vectors: usize
§dimensionality: usize
§density_estimate: f32
§cluster_count: usize
§cluster_sizes: Vec<usize>
§cluster_cohesion: Vec<f32>
§cluster_separation: f32
§outlier_count: usize
§outlier_threshold: f32
§sparsity_ratio: f32
§distribution_skewness: f32
Trait Implementations§
Source§impl Clone for VectorDistributionAnalysis
impl Clone for VectorDistributionAnalysis
Source§fn clone(&self) -> VectorDistributionAnalysis
fn clone(&self) -> VectorDistributionAnalysis
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source
. Read moreSource§impl Debug for VectorDistributionAnalysis
impl Debug for VectorDistributionAnalysis
Source§impl<'de> Deserialize<'de> for VectorDistributionAnalysis
impl<'de> Deserialize<'de> for VectorDistributionAnalysis
Source§fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
Deserialize this value from the given Serde deserializer. Read more
Auto Trait Implementations§
impl Freeze for VectorDistributionAnalysis
impl RefUnwindSafe for VectorDistributionAnalysis
impl Send for VectorDistributionAnalysis
impl Sync for VectorDistributionAnalysis
impl Unpin for VectorDistributionAnalysis
impl UnwindSafe for VectorDistributionAnalysis
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<T> Instrument for T
impl<T> Instrument for T
Source§fn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
Source§fn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
self
into a Left
variant of Either<Self, Self>
if into_left
is true
.
Converts self
into a Right
variant of Either<Self, Self>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
self
into a Left
variant of Either<Self, Self>
if into_left(&self)
returns true
.
Converts self
into a Right
variant of Either<Self, Self>
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impl<T> Pointable for T
Source§impl<T> PolicyExt for Twhere
T: ?Sized,
impl<T> PolicyExt for Twhere
T: ?Sized,
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self
from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self
is actually part of its subset T
(and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset
but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self
to the equivalent element of its superset.