Enum TaskType 

pub enum TaskType {
    Transform,
    Fit,
    Predict,
    Preprocess,
    Postprocess,
    Validate,
    FeatureEngineering,
    Evaluate,
    HyperparameterOptimization,
    CrossValidation,
    Ensemble,
    DataIO,
    Visualization,
    Custom(String),
}

Task type classification for execution strategies

Categorizes tasks to help the execution engine select appropriate strategies and optimizations based on task characteristics.

Variants

Transform

Data transformation task

Fit

Model training task

Predict

Prediction/inference task

Preprocess

Data preprocessing task

Postprocess

Result postprocessing task

Validate

Data validation task

FeatureEngineering

Feature engineering task

Evaluate

Model evaluation task

HyperparameterOptimization

Hyperparameter optimization task

CrossValidation

Cross-validation task

Ensemble

Ensemble learning task

DataIO

Data loading/saving task

Visualization

Visualization task

Custom(String)

Custom task type

Trait Implementations

impl Clone for TaskType

fn clone(&self) -> TaskType

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for TaskType

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

Formats the value using the given formatter.

impl Hash for TaskType

fn hash<__H: Hasher>(&self, state: &mut __H)

Feeds this value into the given Hasher.

fn hash_slice<H>(data: &[Self], state: &mut H)

where H: Hasher, Self: Sized,

Feeds a slice of this type into the given Hasher.

impl PartialEq for TaskType

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

Tests for self and other values to be equal, and is used by ==.

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

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Eq for TaskType

impl StructuralPartialEq for TaskType