Struct FileFeatures 

pub struct FileFeatures {
    pub path: PathBuf,
    pub sbfl_score: f32,
    pub tdg_score: f32,
    pub churn_score: f32,
    pub complexity_score: f32,
    pub rag_similarity: f32,
}

Features extracted for each file for defect prediction

Fields

path: PathBuf

File path

sbfl_score: f32

SBFL suspiciousness score (0.0-1.0)

tdg_score: f32

Technical Debt Grade score (0.0-1.0, inverted so higher = worse)

churn_score: f32

Normalized commit frequency (0.0-1.0)

complexity_score: f32

Normalized cyclomatic complexity (0.0-1.0)

rag_similarity: f32

RAG similarity to historical bugs (0.0-1.0)

Implementations

impl FileFeatures

pub fn new(path: PathBuf) -> Self

Create new FileFeatures

pub fn with_sbfl(self, score: f32) -> Self

Builder method to set SBFL score

pub fn with_tdg(self, score: f32) -> Self

Builder method to set TDG score

pub fn with_churn(self, score: f32) -> Self

Builder method to set churn score

pub fn with_complexity(self, score: f32) -> Self

Builder method to set complexity score

pub fn with_rag_similarity(self, score: f32) -> Self

Builder method to set RAG similarity

pub fn to_vector(&self) -> Vec<f32>

Convert to feature vector for ML models

Trait Implementations

impl Clone for FileFeatures

fn clone(&self) -> FileFeatures

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for FileFeatures

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for FileFeatures

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for FileFeatures

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

where __S: Serializer,

Serialize this value into the given Serde serializer.