Struct StressTester

Source

pub struct StressTester {
    pub config: StressTestConfig,
    pub resource_monitor: ResourceMonitor,
    pub scenarios: Vec<StressTestScenario>,
    pub results: Vec<StressTestResult>,
}

Expand description

Stress testing framework for complex machine learning pipelines

Fields§

§config: StressTestConfig

Test configuration

§resource_monitor: ResourceMonitor

Resource monitoring

§scenarios: Vec<StressTestScenario>

Test scenarios

§results: Vec<StressTestResult>

Results storage

Implementations§

Source §

impl StressTester

Source

pub fn new(config: StressTestConfig) -> Self

Create a new stress tester

Source

pub fn add_scenario(&mut self, scenario: StressTestScenario)

Add a stress test scenario

Source

pub fn run_all_tests<T: Estimator + Send + Sync>( &mut self, pipeline: &T, ) -> SklResult<()>

Run all stress test scenarios

Source

pub fn run_scenario<T: Estimator + Send + Sync>( &self, pipeline: &T, scenario: &StressTestScenario, ) -> SklResult<StressTestResult>

Run a specific stress test scenario

Source

pub fn generate_report(&self) -> StressTestReport

Generate comprehensive stress test report

Auto Trait Implementations§

§

impl UnwindSafe for StressTester

Blanket Implementations§

Source §

impl<T> Any for T
where T: 'static + ?Sized,

Source §

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

Source §

impl<T> Borrow<T> for T
where T: ?Sized,

Source §

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

Source §

impl<T> BorrowMut<T> for T
where T: ?Sized,

Source §

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

Source §

impl<T> From<T> for T

Source §

fn from(t: T) -> T

Returns the argument unchanged.

Source §

impl<T, U> Into for T
where U: From<T>,

Source §

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

Source §

impl<T> IntoEither for T

Source §

fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

Source §

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

Source §