Struct Oracle 

pub struct Oracle { /* private fields */ }

ML-powered shell error classification oracle.

Implementations

impl Oracle

pub fn default_model_path() -> PathBuf

Get the default model path.

pub fn load_or_train() -> Result<Self>

Load model from default path, or train and save if not found.

Errors

Returns error if training fails.

pub fn new() -> Self

Create a new oracle with default configuration.

pub fn with_config(config: OracleConfig) -> Self

Create a new oracle with custom configuration.

pub fn train_from_corpus(corpus: &Corpus, config: OracleConfig) -> Result<Self>

Train oracle from a corpus.

Errors

Returns error if training fails.

pub fn train(&mut self, features: &Matrix<f32>, labels: &[usize]) -> Result<()>

Train the oracle on labeled error data.

Errors

Returns error if training fails.

pub fn classify(&self, features: &ErrorFeatures) -> Result<ClassificationResult>

Classify an error and return category with confidence.

pub fn classify_error( &self, exit_code: i32, stderr: &str, command: Option<&str>, ) -> Result<ClassificationResult>

Classify an error from raw inputs.

pub fn suggest_fix( &self, exit_code: i32, stderr: &str, command: Option<&str>, ) -> String

Get fix suggestion for an error.

pub fn check_drift(&mut self, recent_accuracy: f32) -> DriftStatus

Check if the model needs retraining based on performance drift.

pub fn save(&self, path: &Path) -> Result<()>

Save the oracle model to a file (with zstd compression).

Errors

Returns error if saving fails.

pub fn load(path: &Path) -> Result<Self>

Load an oracle model from a file.

Errors

Returns error if loading fails.

pub fn is_trained(&self) -> bool

Check if the oracle has been trained.

Trait Implementations

impl Default for Oracle

fn default() -> Self

Returns the “default value” for a type.