Struct ContractTester 

pub struct ContractTester { /* private fields */ }

Main contract testing framework

Implementations

impl ContractTester

pub fn new() -> ContractTester

Create a new contract tester with default configuration

pub fn with_config(config: ContractTestConfig) -> ContractTester

Create a contract tester with custom configuration

pub fn test_estimator_contract<E>( &mut self, estimator: &E, ) -> Result<(), SklearsError>

where E: Estimator + Clone + Debug + Fit<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>, f64>, ArrayBase<OwnedRepr<f64>, Dim<[usize; 1]>, f64>>, <E as Fit<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>, f64>, ArrayBase<OwnedRepr<f64>, Dim<[usize; 1]>, f64>>>::Fitted: Predict<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>, f64>, ArrayBase<OwnedRepr<f64>, Dim<[usize; 1]>, f64>>,

Test an estimator implementation against the Estimator trait contract

pub fn test_transform_contract<T>( &mut self, transformer: &T, ) -> Result<(), SklearsError>

where T: Clone + Debug + Transform<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>, f64>> + Fit<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>, f64>, ArrayBase<OwnedRepr<f64>, Dim<[usize; 1]>, f64>>, <T as Fit<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>, f64>, ArrayBase<OwnedRepr<f64>, Dim<[usize; 1]>, f64>>>::Fitted: Transform<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>, f64>>,

Test a transformer implementation against the Transform trait contract

pub fn test_predict_proba_contract<P>( &mut self, predictor: &P, ) -> Result<(), SklearsError>

where P: Clone + Debug + PredictProba<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>, f64>, ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>, f64>>,

Test prediction probability contracts for classifiers

pub fn generate_report(&self) -> String

Generate a comprehensive test report

pub fn get_summary(&self) -> ContractTestSummary

Get summary statistics for all contract tests

Trait Implementations

impl Debug for ContractTester

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

Formats the value using the given formatter.

impl Default for ContractTester

fn default() -> ContractTester

Returns the “default value” for a type.