Struct CodeEmbedding 

pub struct CodeEmbedding {
    pub features: Vec<f32>,
    pub dim: usize,
}

Code embedding for clustering

Fields

features: Vec<f32>

Feature vector (n-gram counts, normalized)

dim: usize

Dimensionality

Implementations

impl CodeEmbedding

pub fn new(dim: usize) -> Self

Create empty embedding

pub fn from_vec(features: Vec<f32>) -> Self

Create from feature vector

pub fn norm(&self) -> f32

L2 norm of embedding

pub fn normalize(&mut self)

Normalize to unit vector

pub fn cosine_similarity(&self, other: &Self) -> f32

Cosine similarity with another embedding

pub fn euclidean_distance(&self, other: &Self) -> f32

Euclidean distance to another embedding

Trait Implementations

impl Clone for CodeEmbedding

fn clone(&self) -> CodeEmbedding

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for CodeEmbedding

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

Formats the value using the given formatter.

impl Default for CodeEmbedding

fn default() -> CodeEmbedding

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for CodeEmbedding

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for CodeEmbedding

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

where __S: Serializer,

Serialize this value into the given Serde serializer.