pub struct DataValidator { /* private fields */ }Expand description
Validates training examples against configurable rules.
Implementations§
Source§impl DataValidator
impl DataValidator
Sourcepub fn new(config: ValidatorConfig) -> Self
pub fn new(config: ValidatorConfig) -> Self
Create a new validator with the given configuration.
Sourcepub fn with_defaults() -> Self
pub fn with_defaults() -> Self
Create a new validator with default configuration.
Sourcepub fn validate_example(
&self,
example: &TrainingExample,
) -> Vec<ValidationIssue>
pub fn validate_example( &self, example: &TrainingExample, ) -> Vec<ValidationIssue>
Validate a single training example.
Sourcepub fn validate_preference(&self, pair: &PreferencePair) -> Vec<ValidationIssue>
pub fn validate_preference(&self, pair: &PreferencePair) -> Vec<ValidationIssue>
Validate a preference pair.
Sourcepub fn validate_preference_dataset(
&self,
pairs: &[PreferencePair],
) -> DatasetResult<ValidationReport>
pub fn validate_preference_dataset( &self, pairs: &[PreferencePair], ) -> DatasetResult<ValidationReport>
Validate a full preference dataset, producing a report.
Sourcepub fn validate_dataset(
&self,
examples: &[TrainingExample],
) -> DatasetResult<ValidationReport>
pub fn validate_dataset( &self, examples: &[TrainingExample], ) -> DatasetResult<ValidationReport>
Validate a full dataset, producing a report.
Auto Trait Implementations§
impl Freeze for DataValidator
impl RefUnwindSafe for DataValidator
impl Send for DataValidator
impl Sync for DataValidator
impl Unpin for DataValidator
impl UnsafeUnpin for DataValidator
impl UnwindSafe for DataValidator
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Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> Instrument for T
impl<T> Instrument for T
Source§fn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
Source§fn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
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 moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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