Struct SampleConfig

#[non_exhaustive]
pub struct SampleConfig {
    pub sample_strategy: SampleStrategy,
    pub initial_batch_sample_size: Option<InitialBatchSampleSize>,
    pub following_batch_sample_size: Option<FollowingBatchSampleSize>,
    /* private fields */
}

Active learning data sampling config. For every active learning labeling iteration, it will select a batch of data based on the sampling strategy.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

sample_strategy: SampleStrategy

Field to choose sampling strategy. Sampling strategy will decide which data should be selected for human labeling in every batch.

initial_batch_sample_size: Option<InitialBatchSampleSize>

Decides sample size for the initial batch. initial_batch_sample_percentage is used by default.

following_batch_sample_size: Option<FollowingBatchSampleSize>

Decides sample size for the following batches. following_batch_sample_percentage is used by default.

Implementations

impl SampleConfig

pub fn new() -> Self

pub fn set_sample_strategy<T: Into<SampleStrategy>>(self, v: T) -> Self

Sets the value of sample_strategy.

pub fn set_initial_batch_sample_size<T: Into<Option<InitialBatchSampleSize>>>( self, v: T, ) -> Self

Sets the value of initial_batch_sample_size.

Note that all the setters affecting initial_batch_sample_size are mutually exclusive.

pub fn initial_batch_sample_percentage(&self) -> Option<&i32>

The value of initial_batch_sample_size if it holds a InitialBatchSamplePercentage, None if the field is not set or holds a different branch.

pub fn set_initial_batch_sample_percentage<T: Into<i32>>(self, v: T) -> Self

Sets the value of initial_batch_sample_size to hold a InitialBatchSamplePercentage.

Note that all the setters affecting initial_batch_sample_size are mutually exclusive.

pub fn set_following_batch_sample_size<T: Into<Option<FollowingBatchSampleSize>>>( self, v: T, ) -> Self

Sets the value of following_batch_sample_size.

Note that all the setters affecting following_batch_sample_size are mutually exclusive.

pub fn following_batch_sample_percentage(&self) -> Option<&i32>

The value of following_batch_sample_size if it holds a FollowingBatchSamplePercentage, None if the field is not set or holds a different branch.

pub fn set_following_batch_sample_percentage<T: Into<i32>>(self, v: T) -> Self

Sets the value of following_batch_sample_size to hold a FollowingBatchSamplePercentage.

Note that all the setters affecting following_batch_sample_size are mutually exclusive.

Trait Implementations

impl Clone for SampleConfig

fn clone(&self) -> SampleConfig

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for SampleConfig

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

Formats the value using the given formatter.

impl Default for SampleConfig

fn default() -> SampleConfig

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for SampleConfig

where SampleConfig: Default,

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Message for SampleConfig

fn typename() -> &'static str

The typename of this message.

impl PartialEq for SampleConfig

fn eq(&self, other: &SampleConfig) -> 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 Serialize for SampleConfig

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for SampleConfig