Struct FibBenchmarkCorpus 

pub struct FibBenchmarkCorpus {
    pub vectors: Vec<Vec<f32>>,
    pub queries: Vec<Vec<f32>>,
    pub ground_truth_topk: Vec<Vec<usize>>,
    pub k: usize,
    pub label: String,
}

A corpus of database vectors, queries, and ground-truth top-K labels.

The ground_truth_topk must have the same length as queries, and each entry must contain the indices of the k most similar database vectors (by exact cosine similarity) for the corresponding query.

Fields

vectors: Vec<Vec<f32>>

Database vectors to be encoded.

queries: Vec<Vec<f32>>

Query vectors.

ground_truth_topk: Vec<Vec<usize>>

For each query, the indices of the true top-K most similar database vectors.

k: usize

K value for recall@K.

label: String

Human-readable corpus identifier.

Implementations

impl FibBenchmarkCorpus

pub fn exact_topk(&self, query: &[f32], k: usize) -> Result<Vec<usize>>

Compute exact cosine similarity between a query and all database vectors, returning the top-K indices sorted by descending similarity.

Trait Implementations

impl Clone for FibBenchmarkCorpus

fn clone(&self) -> FibBenchmarkCorpus

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for FibBenchmarkCorpus

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for FibBenchmarkCorpus

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for FibBenchmarkCorpus

fn eq(&self, other: &FibBenchmarkCorpus) -> bool

Equality operator ==.

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=.

impl Serialize for FibBenchmarkCorpus

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for FibBenchmarkCorpus