sklears_preprocessing::pipeline_validation

Struct ValidationResult

pub struct ValidationResult {
    pub is_valid: bool,
    pub warnings: Vec<ValidationWarning>,
    pub errors: Vec<ValidationError>,
    pub recommendations: Vec<PerformanceRecommendation>,
    pub estimated_memory: Option<usize>,
    pub estimated_time: Option<f64>,
}

Expand description

Pipeline validation result

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§is_valid: bool

Whether the pipeline is valid

§warnings: Vec<ValidationWarning>

Validation warnings

§errors: Vec<ValidationError>

Validation errors

§recommendations: Vec<PerformanceRecommendation>

Performance recommendations

§estimated_memory: Option<usize>

Estimated memory usage (bytes)

§estimated_time: Option<f64>

Estimated computation time (milliseconds)

Implementations§

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impl ValidationResult

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pub fn print_summary(&self)

Print a summary of the validation result

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pub fn high_severity_warnings(&self) -> Vec<&ValidationWarning>

Get high severity warnings

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pub fn errors_of_type( &self, error_type: ValidationErrorType, ) -> Vec<&ValidationError>

Get errors of specific type

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pub fn recommendations_by_category( &self, category: RecommendationCategory, ) -> Vec<&PerformanceRecommendation>

Get recommendations by category

Trait Implementations§

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impl Clone for ValidationResult

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fn clone(&self) -> ValidationResult

Returns a duplicate of the value. Read more

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

Performs copy-assignment from source. Read more

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impl Debug for ValidationResult

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl UnwindSafe for ValidationResult

Blanket Implementations§

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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

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fn into(self) -> U

Calls U::from(self).

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

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impl<T> IntoEither for T

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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

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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

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